diff --git a/settings/MNIST/SbS_Mixed_Loss/Weights/Weight_L0_S199.npy b/settings/MNIST/SbS_Mixed_Loss/Weights/Weight_L0_S199.npy new file mode 100644 index 0000000..4b55ca2 Binary files /dev/null and b/settings/MNIST/SbS_Mixed_Loss/Weights/Weight_L0_S199.npy differ diff --git a/settings/MNIST/SbS_Mixed_Loss/Weights/Weight_L2_S199.npy b/settings/MNIST/SbS_Mixed_Loss/Weights/Weight_L2_S199.npy new file mode 100644 index 0000000..eb8f9df Binary files /dev/null and b/settings/MNIST/SbS_Mixed_Loss/Weights/Weight_L2_S199.npy differ diff --git a/settings/MNIST/SbS_Mixed_Loss/Weights/Weight_L4_S199.npy b/settings/MNIST/SbS_Mixed_Loss/Weights/Weight_L4_S199.npy new file mode 100644 index 0000000..c38b714 Binary files /dev/null and b/settings/MNIST/SbS_Mixed_Loss/Weights/Weight_L4_S199.npy differ diff --git a/settings/MNIST/SbS_Mixed_Loss/Weights/Weight_L5_S199.npy b/settings/MNIST/SbS_Mixed_Loss/Weights/Weight_L5_S199.npy new file mode 100644 index 0000000..92df19b Binary files /dev/null and b/settings/MNIST/SbS_Mixed_Loss/Weights/Weight_L5_S199.npy differ diff --git a/settings/MNIST/SbS_Mixed_Loss/dataset.json b/settings/MNIST/SbS_Mixed_Loss/dataset.json new file mode 100644 index 0000000..7f74d48 --- /dev/null +++ b/settings/MNIST/SbS_Mixed_Loss/dataset.json @@ -0,0 +1,4 @@ +{ + "data_path": "./DATA_MNIST/", + "data_mode": "MNIST" +} diff --git a/settings/MNIST/SbS_Mixed_Loss/def.json b/settings/MNIST/SbS_Mixed_Loss/def.json new file mode 100644 index 0000000..d29e7a0 --- /dev/null +++ b/settings/MNIST/SbS_Mixed_Loss/def.json @@ -0,0 +1,24 @@ +{ + "epoch_id_max": 200, + "batch_size": 24, + "number_of_spikes": [ + 1600 + ], + "forgetting_offset": 0.0, + "stage_id": 0, + "simulation_id": 0, + "learning_parameters": { + "learning_rate_threshold_w": 0.001, + "eps_xy_intitial": 1.0, + "number_of_batches_for_one_update": 20, + "learning_rate_gamma_w": 0.01, + "lr_scheduler_patience_w": -1, + "adapt_learning_rate_after_minibatch": false, + "w_trainable": [ + true + ] + }, + "augmentation": {}, + "image_statistics": {}, + "approximation_setting": {} +} \ No newline at end of file diff --git a/settings/MNIST/SbS_Mixed_Loss/log_2023_01_15_14_09_10.txt.gz b/settings/MNIST/SbS_Mixed_Loss/log_2023_01_15_14_09_10.txt.gz new file mode 100644 index 0000000..e031951 Binary files /dev/null and b/settings/MNIST/SbS_Mixed_Loss/log_2023_01_15_14_09_10.txt.gz differ diff --git a/settings/MNIST/SbS_Mixed_Loss/network.json b/settings/MNIST/SbS_Mixed_Loss/network.json new file mode 100644 index 0000000..de27e61 --- /dev/null +++ b/settings/MNIST/SbS_Mixed_Loss/network.json @@ -0,0 +1,91 @@ +{ + "network_structure": { + "number_of_output_neurons": 10, + "layer_type": [ + "SbS", + "Average POOLING", + "SbS", + "Average POOLING", + "SbS", + "SbS" + ], + "strides": [ + [ + 1, + 1 + ], // "SbS" + [ + 2, + 2 + ], // POOLING + [ + 1, + 1 + ], // "SbS" + [ + 2, + 2 + ], // POOLING + [ + 1, + 1 + ], // "SbS" + [ + 1, + 1 + ] // "SbS" + ], + "forward_neuron_numbers": [ + [ + 1, + 32 + ], // "SbS" + [ + 32, + 32 + ], // POOLING + [ + 32, + 64 + ], // "SbS" + [ + 64, + 64 + ], // POOLING + [ + 64, + 96 + ], // "SbS" + [ + 96, + 10 + ] // "SbS" + ], + "forward_kernel_size": [ + [ + 5, + 5 + ], // "SbS" + [ + 2, + 2 + ], // POOLING + [ + 5, + 5 + ], // "SbS" + [ + 2, + 2 + ], // POOLING + [ + 3, + 3 + ], // "SbS" + [ + 1, + 1 + ] // "SbS" + ] + } +} \ No newline at end of file diff --git a/settings/MNIST/SbS_Mixed_Loss/test_error.npy b/settings/MNIST/SbS_Mixed_Loss/test_error.npy new file mode 100644 index 0000000..74d3735 Binary files /dev/null and b/settings/MNIST/SbS_Mixed_Loss/test_error.npy differ