Skip to content
Snippets Groups Projects
Commit c1407e02 authored by Gaspard Goupy's avatar Gaspard Goupy
Browse files

Add configs without weight norm.

parent 05f37dd3
Branches
No related tags found
No related merge requests found
Hide whitespace changes
Inline Side-by-side
Showing
with 860 additions and 0 deletions
scripts/config/CIFAR10/analysis/t_gap/s2stdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": true,
"n_neurons": 10,
"firing_threshold": 550,
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": [ 0.2, 0.1, 0.075, 0.05, 0.025, 0.01, 0.0075, 0.005, 0.0025, 0.001, 0.00075, 0.0005, 0.00025, 0.0001 ],
"adjust_t_gap": true,
"loss_bounds": false,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": 0.1,
"stdp_am": -0.01,
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/CIFAR10/analysis/t_gap/sstdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": false,
"n_neurons": 10,
"firing_threshold": 400,
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": [ 0.2, 0.1, 0.075, 0.05, 0.025, 0.01, 0.0075, 0.005, 0.0025, 0.001, 0.00075, 0.0005, 0.00025, 0.0001 ],
"adjust_t_gap": true,
"loss_bounds": true,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": 0.075,
"stdp_am": -0.01,
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/CIFAR10/csnn-128/s2stdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": true,
"n_neurons": 10,
"firing_threshold": 550,
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": 0.0025,
"adjust_t_gap": true,
"loss_bounds": false,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": 0.1,
"stdp_am": -0.01,
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/CIFAR10/csnn-128/sstdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": false,
"n_neurons": 10,
"firing_threshold": 400,
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": 0.0005,
"adjust_t_gap": true,
"loss_bounds": true,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": 0.075,
"stdp_am": -0.01,
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/CIFAR10/csnn-16/s2stdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": true,
"n_neurons": 10,
"firing_threshold": 135,
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": 0.0025,
"adjust_t_gap": true,
"loss_bounds": false,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": 0.1,
"stdp_am": -0.01,
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/CIFAR10/csnn-16/sstdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": false,
"n_neurons": 10,
"firing_threshold": 100,
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": 0.0005,
"adjust_t_gap": true,
"loss_bounds": true,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": 0.075,
"stdp_am": -0.01,
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/CIFAR10/csnn-64/s2stdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": true,
"n_neurons": 10,
"firing_threshold": 275,
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": 0.0025,
"adjust_t_gap": true,
"loss_bounds": false,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": 0.1,
"stdp_am": -0.01,
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/CIFAR10/csnn-64/sstdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": false,
"n_neurons": 10,
"firing_threshold": 200,
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": 0.0005,
"adjust_t_gap": true,
"loss_bounds": true,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": 0.075,
"stdp_am": -0.01,
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/CIFAR10/gridsearch/s2stdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": false,
"n_neurons": 10,
"firing_threshold": [ 350, 400, 450, 500, 550, 600 ],
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": [ 0.005, 0.0025, 0.001, 0.00075, 0.0005, 0.00025, 0.0001 ],
"adjust_t_gap": true,
"loss_bounds": false,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": [ 0.1, 0.075, 0.05, 0.025, 0.01 ],
"stdp_am": [ -0.05, -0.025, -0.01, -0.0075, -0.005 ],
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/CIFAR10/gridsearch/sstdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": false,
"n_neurons": 10,
"firing_threshold": [ 150, 200, 250, 350, 400, 450 ],
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": [ 0.005, 0.0025, 0.001, 0.00075, 0.0005, 0.00025, 0.0001 ],
"adjust_t_gap": true,
"loss_bounds": true,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": [ 0.1, 0.075, 0.05, 0.025, 0.01 ],
"stdp_am": [ -0.05, -0.025, -0.01, -0.0075, -0.005 ],
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/F-MNIST/analysis/t_gap/s2stdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": true,
"n_neurons": 10,
"firing_threshold": 350,
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": [ 0.1, 0.075, 0.05, 0.025, 0.01, 0.0075, 0.005, 0.0025, 0.001, 0.00075, 0.0005, 0.00025, 0.0001 ],
"adjust_t_gap": true,
"loss_bounds": false,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": 0.1,
"stdp_am": -0.005,
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/F-MNIST/analysis/t_gap/sstdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": true,
"n_neurons": 10,
"firing_threshold": 150,
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": [ 0.1, 0.075, 0.05, 0.025, 0.01, 0.0075, 0.005, 0.0025, 0.001, 0.00075, 0.0005, 0.00025, 0.0001 ],
"adjust_t_gap": true,
"loss_bounds": true,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": 0.025,
"stdp_am": -0.001,
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/F-MNIST/csnn-128/s2stdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": true,
"n_neurons": 10,
"firing_threshold": 350,
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": 0.025,
"adjust_t_gap": true,
"loss_bounds": false,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": 0.1,
"stdp_am": -0.005,
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
scripts/config/F-MNIST/csnn-128/sstdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": false,
"n_neurons": 10,
"firing_threshold": 150,
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": 0.05,
"adjust_t_gap": true,
"loss_bounds": true,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": 0.025,
"stdp_am": -0.001,
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/F-MNIST/csnn-16/s2stdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": false,
"n_neurons": 10,
"firing_threshold": 85,
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": 0.025,
"adjust_t_gap": true,
"loss_bounds": false,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": 0.1,
"stdp_am": -0.005,
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/F-MNIST/csnn-16/sstdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": false,
"n_neurons": 10,
"firing_threshold": 35,
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": 0.05,
"adjust_t_gap": true,
"loss_bounds": true,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": 0.025,
"stdp_am": -0.001,
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/F-MNIST/csnn-64/s2stdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": false,
"n_neurons": 10,
"firing_threshold": 175,
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": 0.025,
"adjust_t_gap": true,
"loss_bounds": false,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": 0.1,
"stdp_am": -0.005,
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/F-MNIST/csnn-64/sstdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": false,
"n_neurons": 10,
"firing_threshold": 75,
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": 0.05,
"adjust_t_gap": true,
"loss_bounds": true,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": 0.025,
"stdp_am": -0.001,
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/F-MNIST/gridsearch/s2stdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": false,
"n_neurons": 10,
"firing_threshold": [ 150, 200, 250, 300, 350, 400 ],
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": [ 0.075, 0.05, 0.025, 0.01, 0.0075, 0.005 ],
"adjust_t_gap": true,
"loss_bounds": false,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": [ 0.1, 0.075, 0.05, 0.025, 0.01 ],
"stdp_am": [ -0.0075, -0.005, -0.0025, -0.001, 0 ],
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
scripts/config/F-MNIST/gridsearch/sstdp-nownorm.json 0 → 100644
+ 43
− 0
View file @ c1407e02
{
"full_logs": false,
"n_neurons": 10,
"firing_threshold": [ 100, 150, 200, 250, 300, 350 ],
"leak_tau": null,
"decision_making": "single",
"w_min": 0,
"w_max": 1,
"w_normal_init": true,
"w_init_mean": 0.5,
"w_init_std": 0.01,
"normalize_weights": false,
"w_mean_norm": 0.3,
"n_epochs": 100,
"training_method": "sstdp",
"loss_type": "mean",
"t_gap": [ 0.07, 0.06, 0.05, 0.04, 0.03, 0.02, 0.01 ],
"adjust_t_gap": true,
"loss_bounds": true,
"class_wta": true,
"early_stopping": true,
"early_stop_patience": 10,
"stdp_type": "multiplicative",
"stdp_soft_bound": false,
"stdp_ignore_silent": false,
"stdp_ap": [ 0.1, 0.075, 0.05, 0.025, 0.01 ],
"stdp_am": [ -0.0075, -0.005, -0.0025, -0.001, 0 ],
"stdp_anti_ap": null,
"stdp_anti_am": null,
"stdp_ltp_win": 1,
"stdp_ltd_win": 1,
"stdp_ltp_offset": 0,
"stdp_b": 1,
"modulate_lr_perf": false,
"lr_annealing": 0.98,
"dropout_in": 0,
"dropout_out": 0
}
\ No newline at end of file
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Please register or to comment