config.yaml

hydra:
  job:
    name: "${method.name}"
    chdir: True
  run:
    dir: Runs/${hydra.job.name}/dataset=${dataset.name}/Example
  sweep:
    dir: Runs/${now:%Y-%m-%d}/${method.name}/dataset=${dataset.name}/nb_trials=${method.nb_trials}
    subdir: seed=${seed}+lr_h=${dataset_method.lr_h}+lr_o=${dataset_method.lr_o}

defaults:
  - dataset: oxford
  - method: stochasticsuperspike
  - dataset_method: ${dataset}_${method}

seed: 17
reset_mode: False

validate_with_other_method: True

save_mem: False
save_spk: True
save_dw: False
save_w: False

mV: 1e-3
ms: 1e-3

dt: 1e-3
nb_epochs: 1500
logging_freq: 500

tau_mem: 10e-3
tau_syn: 5e-3
eps0:  200e-3

theta: 1
k0: -1

p0: 0.6666666666666666666667
delta_uh: 133e-3
delta_uo: 13e-3
beta_h: 10
beta_o: 100

fi: 50 
out_prob: 0.85
target_sigma_u: 1

batch_id: 0
o_neuron_id: 2
h_neuron_id: 10
i_neuron_id: 0