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Use DictHessianPattern as default tracer pattern #158

Merged
merged 1 commit into from
Aug 12, 2024
Merged

Use DictHessianPattern as default tracer pattern #158

merged 1 commit into from
Aug 12, 2024

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adrhill
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@adrhill adrhill commented Aug 12, 2024 •
edited
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Default to new DictHessianPattern from #155 for Hessian tracing.

With the updated benchmarks from #157, #159, #160 in place, the CI benchmarks will now compare the performance of both the old and new default.

@adrhill adrhill added the run benchmark Run benchmarks in CI label Aug 12, 2024
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codecov-commenter commented Aug 12, 2024 •
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⚠️ Please install the 'codecov app svg image' to ensure uploads and comments are reliably processed by Codecov.

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 91.87%. Comparing base (8451650) to head (e2df54c).

Additional details and impacted files 
@@             Coverage Diff             @@
##             main     #158       +/-   ##
===========================================
+ Coverage   81.25%   91.87%   +10.61%     
===========================================
  Files          37       37               
  Lines        1499     1538       +39     
===========================================
+ Hits         1218     1413      +195     
+ Misses        281      125      -156

☔ View full report in Codecov by Sentry.
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Benchmark result

Judge result

Benchmark Report for /home/runner/work/SparseConnectivityTracer.jl/SparseConnectivityTracer.jl

Job Properties

  • Time of benchmarks:
    • Target: 12 Aug 2024 - 15:06
    • Baseline: 12 Aug 2024 - 15:10
  • Package commits:
    • Target: bf53b4
    • Baseline: f1ec8b
  • Julia commits:
    • Target: 48d4fd
    • Baseline: 48d4fd
  • Julia command flags:
    • Target: None
    • Baseline: None
  • Environment variables:
    • Target: None
    • Baseline: None

Results

A ratio greater than 1.0 denotes a possible regression (marked with ❌), while a ratio less
than 1.0 denotes a possible improvement (marked with ✅). Only significant results - results
that indicate possible regressions or improvements - are shown below (thus, an empty table means that all
benchmark results remained invariant between builds).

ID time ratio memory ratio
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "ODE", "N=24"] 1.07 (5%) ❌ 1.00 (1%)
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "ODE", "N=6"] 1.11 (5%) ❌ 1.00 (1%)
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "operator", "N=24"] 1.10 (5%) ❌ 1.00 (1%)
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "operator", "N=6"] 1.14 (5%) ❌ 1.00 (1%)
["bench_jogger.jl", "Jacobian", "Global", "Conv", "size=28x28x3"] 1.05 (5%) ❌ 1.00 (1%)
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "ODE", "N=24"] 1.07 (5%) ❌ 1.00 (1%)
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "ODE", "N=6"] 1.07 (5%) ❌ 1.00 (1%)
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "operator", "N=24"] 1.16 (5%) ❌ 1.00 (1%)
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "operator", "N=6"] 1.18 (5%) ❌ 1.00 (1%)
["bench_jogger.jl", "Jacobian", "Local", "Conv", "size=128x128x3"] 0.90 (5%) ✅ 1.00 (1%)
["bench_jogger.jl", "OptimizationProblems", "britgas", "Hessian"] 1.04 (5%) 1.19 (1%) ❌

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

  • ["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "ODE"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "operator"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Conv"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "ODE"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "operator"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Conv"]
  • ["bench_jogger.jl", "OptimizationProblems", "britgas"]

Julia versioninfo

Target

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1025-azure #26~22.04.1-Ubuntu SMP Thu Jul 11 22:33:04 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3243 MHz       2809 s          0 s        227 s       6424 s          0 s
       #2  3235 MHz       2879 s          0 s        262 s       6316 s          0 s
       #3  2582 MHz       3569 s          0 s        237 s       5656 s          0 s
       #4  2445 MHz       3843 s          0 s        271 s       5346 s          0 s
  Memory: 15.606491088867188 GB (13466.21484375 MB free)
  Uptime: 950.02 sec
  Load Avg:  1.0  1.26  1.06
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Baseline

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1025-azure #26~22.04.1-Ubuntu SMP Thu Jul 11 22:33:04 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3244 MHz       3546 s          0 s        281 s       8390 s          0 s
       #2  3247 MHz       3595 s          0 s        303 s       8317 s          0 s
       #3  2445 MHz       4042 s          0 s        276 s       7902 s          0 s
       #4  2445 MHz       4575 s          0 s        326 s       7319 s          0 s
  Memory: 15.606491088867188 GB (13394.53515625 MB free)
  Uptime: 1226.38 sec
  Load Avg:  1.0  1.1  1.03
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Target result

Benchmark Report for /home/runner/work/SparseConnectivityTracer.jl/SparseConnectivityTracer.jl

Job Properties

  • Time of benchmark: 12 Aug 2024 - 15:6
  • Package commit: bf53b4
  • Julia commit: 48d4fd
  • Julia command flags: None
  • Environment variables: None

Results

Below is a table of this job's results, obtained by running the benchmarks.
The values listed in the ID column have the structure [parent_group, child_group, ..., key], and can be used to
index into the BaseBenchmarks suite to retrieve the corresponding benchmarks.
The percentages accompanying time and memory values in the below table are noise tolerances. The "true"
time/memory value for a given benchmark is expected to fall within this percentage of the reported value.
An empty cell means that the value was zero.

ID time GC time memory allocations
["bench_jogger.jl", "Hessian", "Global shared", "ArrowHead", (:(N = 200), :(K = 16))] 1.855 ms (5%) 2.71 MiB (1%) 22444
["bench_jogger.jl", "Hessian", "Global shared", "ArrowHead", (:(N = 3200), :(K = 2))] 6.631 ms (5%) 17.28 MiB (1%) 88858
["bench_jogger.jl", "Hessian", "Global shared", "RandomSparsity", (:(N = 100), :(K = 32))] 1.786 ms (5%) 1.73 MiB (1%) 7172
["bench_jogger.jl", "Hessian", "Global shared", "RandomSparsity", (:(N = 400), :(K = 2))] 344.687 μs (5%) 597.70 KiB (1%) 5378
["bench_jogger.jl", "Hessian", "Global", "ArrowHead", (:(N = 200), :(K = 16))] 6.745 ms (5%) 14.26 MiB (1%) 98970
["bench_jogger.jl", "Hessian", "Global", "ArrowHead", (:(N = 3200), :(K = 2))] 63.851 ms (5%) 3.036 ms 143.19 MiB (1%) 271798
["bench_jogger.jl", "Hessian", "Global", "RandomSparsity", (:(N = 100), :(K = 32))] 4.933 ms (5%) 7.08 MiB (1%) 33599
["bench_jogger.jl", "Hessian", "Global", "RandomSparsity", (:(N = 400), :(K = 2))] 4.638 ms (5%) 9.30 MiB (1%) 16694
["bench_jogger.jl", "Hessian", "Local shared", "ArrowHead", (:(N = 200), :(K = 16))] 1.872 ms (5%) 2.72 MiB (1%) 22446
["bench_jogger.jl", "Hessian", "Local shared", "ArrowHead", (:(N = 3200), :(K = 2))] 6.851 ms (5%) 17.50 MiB (1%) 88862
["bench_jogger.jl", "Hessian", "Local shared", "RandomSparsity", (:(N = 100), :(K = 32))] 1.790 ms (5%) 1.76 MiB (1%) 7174
["bench_jogger.jl", "Hessian", "Local shared", "RandomSparsity", (:(N = 400), :(K = 2))] 353.224 μs (5%) 624.66 KiB (1%) 5373
["bench_jogger.jl", "Hessian", "Local", "ArrowHead", (:(N = 200), :(K = 16))] 6.941 ms (5%) 14.28 MiB (1%) 98972
["bench_jogger.jl", "Hessian", "Local", "ArrowHead", (:(N = 3200), :(K = 2))] 65.388 ms (5%) 2.944 ms 143.41 MiB (1%) 271802
["bench_jogger.jl", "Hessian", "Local", "RandomSparsity", (:(N = 100), :(K = 32))] 4.934 ms (5%) 7.09 MiB (1%) 33575
["bench_jogger.jl", "Hessian", "Local", "RandomSparsity", (:(N = 400), :(K = 2))] 4.561 ms (5%) 9.27 MiB (1%) 16691
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "ODE", "N=24"] 2.650 ms (5%) 5.83 MiB (1%) 59354
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "ODE", "N=6"] 148.880 μs (5%) 256.97 KiB (1%) 2853
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "operator", "N=24"] 1.021 ms (5%) 2.06 MiB (1%) 22268
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "operator", "N=6"] 56.817 μs (5%) 102.56 KiB (1%) 1182
["bench_jogger.jl", "Jacobian", "Global", "Conv", "size=128x128x3"] 2.285 s (5%) 375.595 ms 18.61 GiB (1%) 11476661
["bench_jogger.jl", "Jacobian", "Global", "Conv", "size=28x28x3"] 19.520 ms (5%) 63.29 MiB (1%) 414354
["bench_jogger.jl", "Jacobian", "Global", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 8.887 μs (5%) 17.55 KiB (1%) 150
["bench_jogger.jl", "Jacobian", "Global", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 305.944 μs (5%) 535.16 KiB (1%) 5908
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "ODE", "N=24"] 2.678 ms (5%) 5.94 MiB (1%) 59360
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "ODE", "N=6"] 150.353 μs (5%) 264.45 KiB (1%) 2856
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "operator", "N=24"] 1.101 ms (5%) 2.14 MiB (1%) 22274
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "operator", "N=6"] 61.655 μs (5%) 107.31 KiB (1%) 1185
["bench_jogger.jl", "Jacobian", "Local", "Conv", "size=128x128x3"] 1.985 s (5%) 282.367 ms 18.62 GiB (1%) 11476670
["bench_jogger.jl", "Jacobian", "Local", "Conv", "size=28x28x3"] 19.241 ms (5%) 63.41 MiB (1%) 414363
["bench_jogger.jl", "Jacobian", "Local", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 9.618 μs (5%) 23.70 KiB (1%) 159
["bench_jogger.jl", "Jacobian", "Local", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 312.076 μs (5%) 542.20 KiB (1%) 5931
["bench_jogger.jl", "OptimizationProblems", "britgas", "Hessian"] 3.775 ms (5%) 7.81 MiB (1%) 23269
["bench_jogger.jl", "OptimizationProblems", "britgas", "Jacobian"] 289.544 μs (5%) 467.03 KiB (1%) 5669

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

  • ["bench_jogger.jl", "Hessian", "Global shared", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Global shared", "RandomSparsity"]
  • ["bench_jogger.jl", "Hessian", "Global", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Global", "RandomSparsity"]
  • ["bench_jogger.jl", "Hessian", "Local shared", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Local shared", "RandomSparsity"]
  • ["bench_jogger.jl", "Hessian", "Local", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Local", "RandomSparsity"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "ODE"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "operator"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Conv"]
  • ["bench_jogger.jl", "Jacobian", "Global", "SparseMul"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "ODE"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "operator"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Conv"]
  • ["bench_jogger.jl", "Jacobian", "Local", "SparseMul"]
  • ["bench_jogger.jl", "OptimizationProblems", "britgas"]

Julia versioninfo

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1025-azure #26~22.04.1-Ubuntu SMP Thu Jul 11 22:33:04 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3243 MHz       2809 s          0 s        227 s       6424 s          0 s
       #2  3235 MHz       2879 s          0 s        262 s       6316 s          0 s
       #3  2582 MHz       3569 s          0 s        237 s       5656 s          0 s
       #4  2445 MHz       3843 s          0 s        271 s       5346 s          0 s
  Memory: 15.606491088867188 GB (13466.21484375 MB free)
  Uptime: 950.02 sec
  Load Avg:  1.0  1.26  1.06
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Baseline result

Benchmark Report for /home/runner/work/SparseConnectivityTracer.jl/SparseConnectivityTracer.jl

Job Properties

  • Time of benchmark: 12 Aug 2024 - 15:10
  • Package commit: f1ec8b
  • Julia commit: 48d4fd
  • Julia command flags: None
  • Environment variables: None

Results

Below is a table of this job's results, obtained by running the benchmarks.
The values listed in the ID column have the structure [parent_group, child_group, ..., key], and can be used to
index into the BaseBenchmarks suite to retrieve the corresponding benchmarks.
The percentages accompanying time and memory values in the below table are noise tolerances. The "true"
time/memory value for a given benchmark is expected to fall within this percentage of the reported value.
An empty cell means that the value was zero.

ID time GC time memory allocations
["bench_jogger.jl", "Hessian", "Global shared", "ArrowHead", (:(N = 200), :(K = 16))] 1.848 ms (5%) 2.71 MiB (1%) 22444
["bench_jogger.jl", "Hessian", "Global shared", "ArrowHead", (:(N = 3200), :(K = 2))] 6.606 ms (5%) 17.28 MiB (1%) 88858
["bench_jogger.jl", "Hessian", "Global shared", "RandomSparsity", (:(N = 100), :(K = 32))] 1.790 ms (5%) 1.73 MiB (1%) 7172
["bench_jogger.jl", "Hessian", "Global shared", "RandomSparsity", (:(N = 400), :(K = 2))] 340.580 μs (5%) 593.70 KiB (1%) 5346
["bench_jogger.jl", "Hessian", "Global", "ArrowHead", (:(N = 200), :(K = 16))] 23.066 ms (5%) 39.63 MiB (1%) 84552
["bench_jogger.jl", "Hessian", "Global", "ArrowHead", (:(N = 3200), :(K = 2))] 107.920 ms (5%) 3.168 ms 222.66 MiB (1%) 207887
["bench_jogger.jl", "Hessian", "Global", "RandomSparsity", (:(N = 100), :(K = 32))] 29.378 ms (5%) 42.10 MiB (1%) 31354
["bench_jogger.jl", "Hessian", "Global", "RandomSparsity", (:(N = 400), :(K = 2))] 3.423 ms (5%) 7.18 MiB (1%) 12051
["bench_jogger.jl", "Hessian", "Local shared", "ArrowHead", (:(N = 200), :(K = 16))] 1.888 ms (5%) 2.72 MiB (1%) 22446
["bench_jogger.jl", "Hessian", "Local shared", "ArrowHead", (:(N = 3200), :(K = 2))] 6.653 ms (5%) 17.50 MiB (1%) 88862
["bench_jogger.jl", "Hessian", "Local shared", "RandomSparsity", (:(N = 100), :(K = 32))] 1.793 ms (5%) 1.76 MiB (1%) 7174
["bench_jogger.jl", "Hessian", "Local shared", "RandomSparsity", (:(N = 400), :(K = 2))] 351.160 μs (5%) 626.45 KiB (1%) 5384
["bench_jogger.jl", "Hessian", "Local", "ArrowHead", (:(N = 200), :(K = 16))] 23.236 ms (5%) 39.64 MiB (1%) 84554
["bench_jogger.jl", "Hessian", "Local", "ArrowHead", (:(N = 3200), :(K = 2))] 107.027 ms (5%) 2.721 ms 222.88 MiB (1%) 207891
["bench_jogger.jl", "Hessian", "Local", "RandomSparsity", (:(N = 100), :(K = 32))] 29.631 ms (5%) 42.95 MiB (1%) 31488
["bench_jogger.jl", "Hessian", "Local", "RandomSparsity", (:(N = 400), :(K = 2))] 3.668 ms (5%) 8.21 MiB (1%) 12156
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "ODE", "N=24"] 2.469 ms (5%) 5.83 MiB (1%) 59354
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "ODE", "N=6"] 134.522 μs (5%) 256.97 KiB (1%) 2853
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "operator", "N=24"] 928.022 μs (5%) 2.06 MiB (1%) 22268
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "operator", "N=6"] 49.864 μs (5%) 102.56 KiB (1%) 1182
["bench_jogger.jl", "Jacobian", "Global", "Conv", "size=128x128x3"] 2.312 s (5%) 397.830 ms 18.61 GiB (1%) 11476661
["bench_jogger.jl", "Jacobian", "Global", "Conv", "size=28x28x3"] 18.517 ms (5%) 63.29 MiB (1%) 414354
["bench_jogger.jl", "Jacobian", "Global", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 8.025 μs (5%) 16.20 KiB (1%) 142
["bench_jogger.jl", "Jacobian", "Global", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 273.094 μs (5%) 538.91 KiB (1%) 5968
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "ODE", "N=24"] 2.515 ms (5%) 5.94 MiB (1%) 59360
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "ODE", "N=6"] 140.203 μs (5%) 264.45 KiB (1%) 2856
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "operator", "N=24"] 948.882 μs (5%) 2.14 MiB (1%) 22274
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "operator", "N=6"] 52.188 μs (5%) 107.31 KiB (1%) 1185
["bench_jogger.jl", "Jacobian", "Local", "Conv", "size=128x128x3"] 2.208 s (5%) 373.379 ms 18.62 GiB (1%) 11476670
["bench_jogger.jl", "Jacobian", "Local", "Conv", "size=28x28x3"] 18.530 ms (5%) 63.41 MiB (1%) 414363
["bench_jogger.jl", "Jacobian", "Local", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 9.157 μs (5%) 23.33 KiB (1%) 153
["bench_jogger.jl", "Jacobian", "Local", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 275.988 μs (5%) 537.33 KiB (1%) 5853
["bench_jogger.jl", "OptimizationProblems", "britgas", "Hessian"] 3.621 ms (5%) 6.57 MiB (1%) 19160
["bench_jogger.jl", "OptimizationProblems", "britgas", "Jacobian"] 295.515 μs (5%) 467.03 KiB (1%) 5669

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

  • ["bench_jogger.jl", "Hessian", "Global shared", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Global shared", "RandomSparsity"]
  • ["bench_jogger.jl", "Hessian", "Global", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Global", "RandomSparsity"]
  • ["bench_jogger.jl", "Hessian", "Local shared", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Local shared", "RandomSparsity"]
  • ["bench_jogger.jl", "Hessian", "Local", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Local", "RandomSparsity"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "ODE"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "operator"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Conv"]
  • ["bench_jogger.jl", "Jacobian", "Global", "SparseMul"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "ODE"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "operator"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Conv"]
  • ["bench_jogger.jl", "Jacobian", "Local", "SparseMul"]
  • ["bench_jogger.jl", "OptimizationProblems", "britgas"]

Julia versioninfo

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1025-azure #26~22.04.1-Ubuntu SMP Thu Jul 11 22:33:04 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3244 MHz       3546 s          0 s        281 s       8390 s          0 s
       #2  3247 MHz       3595 s          0 s        303 s       8317 s          0 s
       #3  2445 MHz       4042 s          0 s        276 s       7902 s          0 s
       #4  2445 MHz       4575 s          0 s        326 s       7319 s          0 s
  Memory: 15.606491088867188 GB (13394.53515625 MB free)
  Uptime: 1226.38 sec
  Load Avg:  1.0  1.1  1.03
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Runtime information

Runtime Info
BLAS #threads 2
BLAS.vendor() lbt
Sys.CPU_THREADS 4

lscpu output:

Architecture:                       x86_64
CPU op-mode(s):                     32-bit, 64-bit
Address sizes:                      48 bits physical, 48 bits virtual
Byte Order:                         Little Endian
CPU(s):                             4
On-line CPU(s) list:                0-3
Vendor ID:                          AuthenticAMD
Model name:                         AMD EPYC 7763 64-Core Processor
CPU family:                         25
Model:                              1
Thread(s) per core:                 2
Core(s) per socket:                 2
Socket(s):                          1
Stepping:                           1
BogoMIPS:                           4890.84
Flags:                              fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good nopl tsc_reliable nonstop_tsc cpuid extd_apicid aperfmperf pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy svm cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw topoext invpcid_single vmmcall fsgsbase bmi1 avx2 smep bmi2 erms invpcid rdseed adx smap clflushopt clwb sha_ni xsaveopt xsavec xgetbv1 xsaves clzero xsaveerptr rdpru arat npt nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold v_vmsave_vmload umip vaes vpclmulqdq rdpid fsrm
Virtualization:                     AMD-V
Hypervisor vendor:                  Microsoft
Virtualization type:                full
L1d cache:                          64 KiB (2 instances)
L1i cache:                          64 KiB (2 instances)
L2 cache:                           1 MiB (2 instances)
L3 cache:                           32 MiB (1 instance)
NUMA node(s):                       1
NUMA node0 CPU(s):                  0-3
Vulnerability Gather data sampling: Not affected
Vulnerability Itlb multihit:        Not affected
Vulnerability L1tf:                 Not affected
Vulnerability Mds:                  Not affected
Vulnerability Meltdown:             Not affected
Vulnerability Mmio stale data:      Not affected
Vulnerability Retbleed:             Not affected
Vulnerability Spec rstack overflow: Vulnerable: Safe RET, no microcode
Vulnerability Spec store bypass:    Vulnerable
Vulnerability Spectre v1:           Mitigation; usercopy/swapgs barriers and __user pointer sanitization
Vulnerability Spectre v2:           Mitigation; Retpolines; STIBP disabled; RSB filling; PBRSB-eIBRS Not affected; BHI Not affected
Vulnerability Srbds:                Not affected
Vulnerability Tsx async abort:      Not affected
Cpu Property Value
Brand AMD EPYC 7763 64-Core Processor
Vendor :AMD
Architecture :Unknown
Model Family: 0xaf, Model: 0x01, Stepping: 0x01, Type: 0x00
Cores 16 physical cores, 16 logical cores (on executing CPU)
No Hyperthreading hardware capability detected
Clock Frequencies Not supported by CPU
Data Cache Level 1:3 : (32, 512, 32768) kbytes
64 byte cache line size
Address Size 48 bits virtual, 48 bits physical
SIMD 256 bit = 32 byte max. SIMD vector size
Time Stamp Counter TSC is accessible via rdtsc
TSC runs at constant rate (invariant from clock frequency)
Perf. Monitoring Performance Monitoring Counters (PMC) are not supported
Hypervisor Yes, Microsoft

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Benchmark result

Judge result

Benchmark Report for /home/runner/work/SparseConnectivityTracer.jl/SparseConnectivityTracer.jl

Job Properties

  • Time of benchmarks:
    • Target: 12 Aug 2024 - 17:04
    • Baseline: 12 Aug 2024 - 17:09
  • Package commits:
    • Target: e45e5a
    • Baseline: 845165
  • Julia commits:
    • Target: 48d4fd
    • Baseline: 48d4fd
  • Julia command flags:
    • Target: None
    • Baseline: None
  • Environment variables:
    • Target: None
    • Baseline: None

Results

A ratio greater than 1.0 denotes a possible regression (marked with ❌), while a ratio less
than 1.0 denotes a possible improvement (marked with ✅). Only significant results - results
that indicate possible regressions or improvements - are shown below (thus, an empty table means that all
benchmark results remained invariant between builds).

ID time ratio memory ratio
["bench_jogger.jl", "Hessian", "Global", "ArrowHead", "N=200, K=16"] 0.30 (5%) ✅ 0.36 (1%) ✅
["bench_jogger.jl", "Hessian", "Global", "ArrowHead", "N=3200, K=2"] 0.62 (5%) ✅ 0.64 (1%) ✅
["bench_jogger.jl", "Hessian", "Global", "RandomSparsity", "N=100, K=32"] 0.17 (5%) ✅ 0.17 (1%) ✅
["bench_jogger.jl", "Hessian", "Global", "RandomSparsity", "N=400, K=2"] 1.06 (5%) ❌ 0.63 (1%) ✅
["bench_jogger.jl", "Hessian", "Local shared", "ArrowHead", "N=3200, K=2"] 1.06 (5%) ❌ 1.00 (1%)
["bench_jogger.jl", "Hessian", "Local", "ArrowHead", "N=200, K=16"] 0.31 (5%) ✅ 0.36 (1%) ✅
["bench_jogger.jl", "Hessian", "Local", "ArrowHead", "N=3200, K=2"] 0.63 (5%) ✅ 0.64 (1%) ✅
["bench_jogger.jl", "Hessian", "Local", "RandomSparsity", "N=100, K=32"] 0.17 (5%) ✅ 0.17 (1%) ✅
["bench_jogger.jl", "Hessian", "Local", "RandomSparsity", "N=400, K=2"] 1.06 (5%) ❌ 0.63 (1%) ✅
["bench_jogger.jl", "Jacobian", "Global", "Conv", "N=28"] 1.08 (5%) ❌ 1.00 (1%)
["bench_jogger.jl", "Jacobian", "Global", "SparseMul", "n=50, p=0.01, depth=5"] 1.07 (5%) ❌ 1.00 (1%)
["bench_jogger.jl", "Jacobian", "Local", "SparseMul", "n=50, p=0.01, depth=5"] 1.06 (5%) ❌ 1.00 (1%)
["bench_jogger.jl", "OptimizationProblems", "britgas", "Hessian"] 1.11 (5%) ❌ 1.19 (1%) ❌
["bench_jogger.jl", "OptimizationProblems", "britgas", "Jacobian"] 0.80 (5%) ✅ 1.00 (1%)

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

  • ["bench_jogger.jl", "Hessian", "Global shared", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Global shared", "RandomSparsity"]
  • ["bench_jogger.jl", "Hessian", "Global", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Global", "RandomSparsity"]
  • ["bench_jogger.jl", "Hessian", "Local shared", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Local shared", "RandomSparsity"]
  • ["bench_jogger.jl", "Hessian", "Local", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Local", "RandomSparsity"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "ODE"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "operator"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Conv"]
  • ["bench_jogger.jl", "Jacobian", "Global", "SparseMul"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "ODE"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "operator"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Conv"]
  • ["bench_jogger.jl", "Jacobian", "Local", "SparseMul"]
  • ["bench_jogger.jl", "OptimizationProblems", "britgas"]

Julia versioninfo

Target

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1025-azure #26~22.04.1-Ubuntu SMP Thu Jul 11 22:33:04 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2445 MHz       3801 s          2 s        262 s       5732 s          0 s
       #2  3243 MHz       4082 s          1 s        276 s       5432 s          0 s
       #3  2619 MHz       2680 s          0 s        266 s       6838 s          0 s
       #4  3209 MHz       3050 s          0 s        255 s       6476 s          0 s
  Memory: 15.606491088867188 GB (13491.7578125 MB free)
  Uptime: 983.82 sec
  Load Avg:  1.07  1.26  1.03
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Baseline

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1025-azure #26~22.04.1-Ubuntu SMP Thu Jul 11 22:33:04 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2624 MHz       4721 s          2 s        334 s       7595 s          0 s
       #2  3212 MHz       4487 s          1 s        318 s       7838 s          0 s
       #3  2905 MHz       3388 s          0 s        310 s       8941 s          0 s
       #4  3243 MHz       3771 s          0 s        314 s       8551 s          0 s
  Memory: 15.606491088867188 GB (13286.68359375 MB free)
  Uptime: 1269.83 sec
  Load Avg:  1.04  1.13  1.03
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Target result

Benchmark Report for /home/runner/work/SparseConnectivityTracer.jl/SparseConnectivityTracer.jl

Job Properties

  • Time of benchmark: 12 Aug 2024 - 17:4
  • Package commit: e45e5a
  • Julia commit: 48d4fd
  • Julia command flags: None
  • Environment variables: None

Results

Below is a table of this job's results, obtained by running the benchmarks.
The values listed in the ID column have the structure [parent_group, child_group, ..., key], and can be used to
index into the BaseBenchmarks suite to retrieve the corresponding benchmarks.
The percentages accompanying time and memory values in the below table are noise tolerances. The "true"
time/memory value for a given benchmark is expected to fall within this percentage of the reported value.
An empty cell means that the value was zero.

ID time GC time memory allocations
["bench_jogger.jl", "Hessian", "Global shared", "ArrowHead", "N=200, K=16"] 1.909 ms (5%) 2.71 MiB (1%) 22444
["bench_jogger.jl", "Hessian", "Global shared", "ArrowHead", "N=3200, K=2"] 6.760 ms (5%) 17.28 MiB (1%) 88858
["bench_jogger.jl", "Hessian", "Global shared", "RandomSparsity", "N=100, K=32"] 1.819 ms (5%) 1.73 MiB (1%) 7172
["bench_jogger.jl", "Hessian", "Global shared", "RandomSparsity", "N=400, K=2"] 355.534 μs (5%) 592.38 KiB (1%) 5331
["bench_jogger.jl", "Hessian", "Global", "ArrowHead", "N=200, K=16"] 7.063 ms (5%) 14.26 MiB (1%) 98970
["bench_jogger.jl", "Hessian", "Global", "ArrowHead", "N=3200, K=2"] 67.396 ms (5%) 3.181 ms 143.19 MiB (1%) 271798
["bench_jogger.jl", "Hessian", "Global", "RandomSparsity", "N=100, K=32"] 5.070 ms (5%) 7.06 MiB (1%) 33545
["bench_jogger.jl", "Hessian", "Global", "RandomSparsity", "N=400, K=2"] 4.814 ms (5%) 9.17 MiB (1%) 16637
["bench_jogger.jl", "Hessian", "Local shared", "ArrowHead", "N=200, K=16"] 1.947 ms (5%) 2.72 MiB (1%) 22446
["bench_jogger.jl", "Hessian", "Local shared", "ArrowHead", "N=3200, K=2"] 7.125 ms (5%) 17.50 MiB (1%) 88862
["bench_jogger.jl", "Hessian", "Local shared", "RandomSparsity", "N=100, K=32"] 1.826 ms (5%) 1.76 MiB (1%) 7174
["bench_jogger.jl", "Hessian", "Local shared", "RandomSparsity", "N=400, K=2"] 362.708 μs (5%) 620.75 KiB (1%) 5333
["bench_jogger.jl", "Hessian", "Local", "ArrowHead", "N=200, K=16"] 7.129 ms (5%) 14.28 MiB (1%) 98972
["bench_jogger.jl", "Hessian", "Local", "ArrowHead", "N=3200, K=2"] 68.711 ms (5%) 3.621 ms 143.41 MiB (1%) 271802
["bench_jogger.jl", "Hessian", "Local", "RandomSparsity", "N=100, K=32"] 5.094 ms (5%) 7.09 MiB (1%) 33547
["bench_jogger.jl", "Hessian", "Local", "RandomSparsity", "N=400, K=2"] 4.787 ms (5%) 9.20 MiB (1%) 16639
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "ODE", "N=24"] 2.529 ms (5%) 5.83 MiB (1%) 59354
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "ODE", "N=6"] 138.749 μs (5%) 256.97 KiB (1%) 2853
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "operator", "N=24"] 942.771 μs (5%) 2.06 MiB (1%) 22268
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "operator", "N=6"] 50.905 μs (5%) 102.56 KiB (1%) 1182
["bench_jogger.jl", "Jacobian", "Global", "Conv", "N=128"] 2.388 s (5%) 406.473 ms 18.61 GiB (1%) 11476661
["bench_jogger.jl", "Jacobian", "Global", "Conv", "N=28"] 20.189 ms (5%) 63.29 MiB (1%) 414354
["bench_jogger.jl", "Jacobian", "Global", "SparseMul", "n=50, p=0.01, depth=5"] 9.287 μs (5%) 17.27 KiB (1%) 146
["bench_jogger.jl", "Jacobian", "Global", "SparseMul", "n=50, p=0.25, depth=5"] 274.643 μs (5%) 529.28 KiB (1%) 5814
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "ODE", "N=24"] 2.589 ms (5%) 5.94 MiB (1%) 59360
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "ODE", "N=6"] 142.036 μs (5%) 264.45 KiB (1%) 2856
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "operator", "N=24"] 974.071 μs (5%) 2.14 MiB (1%) 22274
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "operator", "N=6"] 52.659 μs (5%) 107.31 KiB (1%) 1185
["bench_jogger.jl", "Jacobian", "Local", "Conv", "N=128"] 2.414 s (5%) 422.619 ms 18.62 GiB (1%) 11476670
["bench_jogger.jl", "Jacobian", "Local", "Conv", "N=28"] 20.438 ms (5%) 63.41 MiB (1%) 414363
["bench_jogger.jl", "Jacobian", "Local", "SparseMul", "n=50, p=0.01, depth=5"] 9.899 μs (5%) 23.06 KiB (1%) 149
["bench_jogger.jl", "Jacobian", "Local", "SparseMul", "n=50, p=0.25, depth=5"] 280.865 μs (5%) 535.08 KiB (1%) 5817
["bench_jogger.jl", "OptimizationProblems", "britgas", "Hessian"] 3.925 ms (5%) 7.81 MiB (1%) 23269
["bench_jogger.jl", "OptimizationProblems", "britgas", "Jacobian"] 277.839 μs (5%) 467.03 KiB (1%) 5669

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

  • ["bench_jogger.jl", "Hessian", "Global shared", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Global shared", "RandomSparsity"]
  • ["bench_jogger.jl", "Hessian", "Global", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Global", "RandomSparsity"]
  • ["bench_jogger.jl", "Hessian", "Local shared", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Local shared", "RandomSparsity"]
  • ["bench_jogger.jl", "Hessian", "Local", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Local", "RandomSparsity"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "ODE"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "operator"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Conv"]
  • ["bench_jogger.jl", "Jacobian", "Global", "SparseMul"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "ODE"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "operator"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Conv"]
  • ["bench_jogger.jl", "Jacobian", "Local", "SparseMul"]
  • ["bench_jogger.jl", "OptimizationProblems", "britgas"]

Julia versioninfo

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1025-azure #26~22.04.1-Ubuntu SMP Thu Jul 11 22:33:04 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2445 MHz       3801 s          2 s        262 s       5732 s          0 s
       #2  3243 MHz       4082 s          1 s        276 s       5432 s          0 s
       #3  2619 MHz       2680 s          0 s        266 s       6838 s          0 s
       #4  3209 MHz       3050 s          0 s        255 s       6476 s          0 s
  Memory: 15.606491088867188 GB (13491.7578125 MB free)
  Uptime: 983.82 sec
  Load Avg:  1.07  1.26  1.03
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Baseline result

Benchmark Report for /home/runner/work/SparseConnectivityTracer.jl/SparseConnectivityTracer.jl

Job Properties

  • Time of benchmark: 12 Aug 2024 - 17:9
  • Package commit: 845165
  • Julia commit: 48d4fd
  • Julia command flags: None
  • Environment variables: None

Results

Below is a table of this job's results, obtained by running the benchmarks.
The values listed in the ID column have the structure [parent_group, child_group, ..., key], and can be used to
index into the BaseBenchmarks suite to retrieve the corresponding benchmarks.
The percentages accompanying time and memory values in the below table are noise tolerances. The "true"
time/memory value for a given benchmark is expected to fall within this percentage of the reported value.
An empty cell means that the value was zero.

ID time GC time memory allocations
["bench_jogger.jl", "Hessian", "Global shared", "ArrowHead", "N=200, K=16"] 1.863 ms (5%) 2.71 MiB (1%) 22444
["bench_jogger.jl", "Hessian", "Global shared", "ArrowHead", "N=3200, K=2"] 6.756 ms (5%) 17.28 MiB (1%) 88858
["bench_jogger.jl", "Hessian", "Global shared", "RandomSparsity", "N=100, K=32"] 1.784 ms (5%) 1.73 MiB (1%) 7172
["bench_jogger.jl", "Hessian", "Global shared", "RandomSparsity", "N=400, K=2"] 345.696 μs (5%) 592.38 KiB (1%) 5331
["bench_jogger.jl", "Hessian", "Global", "ArrowHead", "N=200, K=16"] 23.218 ms (5%) 39.63 MiB (1%) 84552
["bench_jogger.jl", "Hessian", "Global", "ArrowHead", "N=3200, K=2"] 108.642 ms (5%) 3.240 ms 222.66 MiB (1%) 207887
["bench_jogger.jl", "Hessian", "Global", "RandomSparsity", "N=100, K=32"] 29.950 ms (5%) 42.65 MiB (1%) 31365
["bench_jogger.jl", "Hessian", "Global", "RandomSparsity", "N=400, K=2"] 4.531 ms (5%) 14.49 MiB (1%) 12733
["bench_jogger.jl", "Hessian", "Local shared", "ArrowHead", "N=200, K=16"] 1.946 ms (5%) 2.72 MiB (1%) 22446
["bench_jogger.jl", "Hessian", "Local shared", "ArrowHead", "N=3200, K=2"] 6.703 ms (5%) 17.50 MiB (1%) 88862
["bench_jogger.jl", "Hessian", "Local shared", "RandomSparsity", "N=100, K=32"] 1.794 ms (5%) 1.76 MiB (1%) 7174
["bench_jogger.jl", "Hessian", "Local shared", "RandomSparsity", "N=400, K=2"] 353.570 μs (5%) 620.75 KiB (1%) 5333
["bench_jogger.jl", "Hessian", "Local", "ArrowHead", "N=200, K=16"] 23.310 ms (5%) 39.64 MiB (1%) 84554
["bench_jogger.jl", "Hessian", "Local", "ArrowHead", "N=3200, K=2"] 109.070 ms (5%) 3.381 ms 222.88 MiB (1%) 207891
["bench_jogger.jl", "Hessian", "Local", "RandomSparsity", "N=100, K=32"] 29.758 ms (5%) 42.68 MiB (1%) 31367
["bench_jogger.jl", "Hessian", "Local", "RandomSparsity", "N=400, K=2"] 4.518 ms (5%) 14.52 MiB (1%) 12735
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "ODE", "N=24"] 2.507 ms (5%) 5.83 MiB (1%) 59354
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "ODE", "N=6"] 134.331 μs (5%) 256.97 KiB (1%) 2853
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "operator", "N=24"] 930.719 μs (5%) 2.06 MiB (1%) 22268
["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "operator", "N=6"] 48.922 μs (5%) 102.56 KiB (1%) 1182
["bench_jogger.jl", "Jacobian", "Global", "Conv", "N=128"] 2.407 s (5%) 419.730 ms 18.61 GiB (1%) 11476661
["bench_jogger.jl", "Jacobian", "Global", "Conv", "N=28"] 18.609 ms (5%) 63.29 MiB (1%) 414354
["bench_jogger.jl", "Jacobian", "Global", "SparseMul", "n=50, p=0.01, depth=5"] 8.686 μs (5%) 17.27 KiB (1%) 146
["bench_jogger.jl", "Jacobian", "Global", "SparseMul", "n=50, p=0.25, depth=5"] 266.227 μs (5%) 529.28 KiB (1%) 5814
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "ODE", "N=24"] 2.552 ms (5%) 5.94 MiB (1%) 59360
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "ODE", "N=6"] 141.855 μs (5%) 264.45 KiB (1%) 2856
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "operator", "N=24"] 952.159 μs (5%) 2.14 MiB (1%) 22274
["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "operator", "N=6"] 52.629 μs (5%) 107.31 KiB (1%) 1185
["bench_jogger.jl", "Jacobian", "Local", "Conv", "N=128"] 2.362 s (5%) 419.597 ms 18.62 GiB (1%) 11476670
["bench_jogger.jl", "Jacobian", "Local", "Conv", "N=28"] 19.701 ms (5%) 63.41 MiB (1%) 414363
["bench_jogger.jl", "Jacobian", "Local", "SparseMul", "n=50, p=0.01, depth=5"] 9.378 μs (5%) 23.06 KiB (1%) 149
["bench_jogger.jl", "Jacobian", "Local", "SparseMul", "n=50, p=0.25, depth=5"] 274.754 μs (5%) 535.08 KiB (1%) 5817
["bench_jogger.jl", "OptimizationProblems", "britgas", "Hessian"] 3.526 ms (5%) 6.57 MiB (1%) 19160
["bench_jogger.jl", "OptimizationProblems", "britgas", "Jacobian"] 346.738 μs (5%) 467.03 KiB (1%) 5669

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

  • ["bench_jogger.jl", "Hessian", "Global shared", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Global shared", "RandomSparsity"]
  • ["bench_jogger.jl", "Hessian", "Global", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Global", "RandomSparsity"]
  • ["bench_jogger.jl", "Hessian", "Local shared", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Local shared", "RandomSparsity"]
  • ["bench_jogger.jl", "Hessian", "Local", "ArrowHead"]
  • ["bench_jogger.jl", "Hessian", "Local", "RandomSparsity"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "ODE"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Brusselator", "operator"]
  • ["bench_jogger.jl", "Jacobian", "Global", "Conv"]
  • ["bench_jogger.jl", "Jacobian", "Global", "SparseMul"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "ODE"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Brusselator", "operator"]
  • ["bench_jogger.jl", "Jacobian", "Local", "Conv"]
  • ["bench_jogger.jl", "Jacobian", "Local", "SparseMul"]
  • ["bench_jogger.jl", "OptimizationProblems", "britgas"]

Julia versioninfo

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1025-azure #26~22.04.1-Ubuntu SMP Thu Jul 11 22:33:04 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2624 MHz       4721 s          2 s        334 s       7595 s          0 s
       #2  3212 MHz       4487 s          1 s        318 s       7838 s          0 s
       #3  2905 MHz       3388 s          0 s        310 s       8941 s          0 s
       #4  3243 MHz       3771 s          0 s        314 s       8551 s          0 s
  Memory: 15.606491088867188 GB (13286.68359375 MB free)
  Uptime: 1269.83 sec
  Load Avg:  1.04  1.13  1.03
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Runtime information

Runtime Info
BLAS #threads 2
BLAS.vendor() lbt
Sys.CPU_THREADS 4

lscpu output:

Architecture:                       x86_64
CPU op-mode(s):                     32-bit, 64-bit
Address sizes:                      48 bits physical, 48 bits virtual
Byte Order:                         Little Endian
CPU(s):                             4
On-line CPU(s) list:                0-3
Vendor ID:                          AuthenticAMD
Model name:                         AMD EPYC 7763 64-Core Processor
CPU family:                         25
Model:                              1
Thread(s) per core:                 2
Core(s) per socket:                 2
Socket(s):                          1
Stepping:                           1
BogoMIPS:                           4890.86
Flags:                              fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good nopl tsc_reliable nonstop_tsc cpuid extd_apicid aperfmperf pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy svm cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw topoext invpcid_single vmmcall fsgsbase bmi1 avx2 smep bmi2 erms invpcid rdseed adx smap clflushopt clwb sha_ni xsaveopt xsavec xgetbv1 xsaves clzero xsaveerptr rdpru arat npt nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold v_vmsave_vmload umip vaes vpclmulqdq rdpid fsrm
Virtualization:                     AMD-V
Hypervisor vendor:                  Microsoft
Virtualization type:                full
L1d cache:                          64 KiB (2 instances)
L1i cache:                          64 KiB (2 instances)
L2 cache:                           1 MiB (2 instances)
L3 cache:                           32 MiB (1 instance)
NUMA node(s):                       1
NUMA node0 CPU(s):                  0-3
Vulnerability Gather data sampling: Not affected
Vulnerability Itlb multihit:        Not affected
Vulnerability L1tf:                 Not affected
Vulnerability Mds:                  Not affected
Vulnerability Meltdown:             Not affected
Vulnerability Mmio stale data:      Not affected
Vulnerability Retbleed:             Not affected
Vulnerability Spec rstack overflow: Vulnerable: Safe RET, no microcode
Vulnerability Spec store bypass:    Vulnerable
Vulnerability Spectre v1:           Mitigation; usercopy/swapgs barriers and __user pointer sanitization
Vulnerability Spectre v2:           Mitigation; Retpolines; STIBP disabled; RSB filling; PBRSB-eIBRS Not affected; BHI Not affected
Vulnerability Srbds:                Not affected
Vulnerability Tsx async abort:      Not affected
Cpu Property Value
Brand AMD EPYC 7763 64-Core Processor
Vendor :AMD
Architecture :Unknown
Model Family: 0xaf, Model: 0x01, Stepping: 0x01, Type: 0x00
Cores 16 physical cores, 16 logical cores (on executing CPU)
No Hyperthreading hardware capability detected
Clock Frequencies Not supported by CPU
Data Cache Level 1:3 : (32, 512, 32768) kbytes
64 byte cache line size
Address Size 48 bits virtual, 48 bits physical
SIMD 256 bit = 32 byte max. SIMD vector size
Time Stamp Counter TSC is accessible via rdtsc
TSC runs at constant rate (invariant from clock frequency)
Perf. Monitoring Performance Monitoring Counters (PMC) are not supported
Hypervisor Yes, Microsoft

@adrhill
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adrhill commented Aug 12, 2024

Yay, our benchmarks are working again @gdalle!

@adrhill adrhill merged commit 7010062 into main Aug 12, 2024
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@adrhill adrhill deleted the ah/hess-default branch August 12, 2024 17:14
@adrhill
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adrhill commented Aug 12, 2024

@amontoison this PR, together with PR #151 should give you another order of magnitude of performance compared to v0.6.0! It might soon be time to revisit #134. :)

@amontoison
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Excellent @adrhill!
Can you tag a new release?
With the last features of SMC.jl, we will have better performance in ADNLPModels.jl and DI.jl!

adrhill referenced this pull request Aug 12, 2024
@adrhill
SparseConnectivityTracer v0.6.1
dec8c7e
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adrhill commented Aug 12, 2024

Yes, sure. I just tagged v0.6.1. Let me know how it goes!

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@adrhill @codecov-commenter @amontoison