ZeMrHyde té ! |
juste pour le lol, et vous faire marrez .... voilà le genre de fichier log que j'ai :
Code :
- ... loading data
- ... building the model
- ... getting the pretraining functions
- ... pre-training the model
- Pre-training layer 0, epoch 0, cost -98.5322
- Pre-training layer 0, epoch 1, cost -83.8368
- Pre-training layer 0, epoch 2, cost -80.6902
- Pre-training layer 0, epoch 3, cost -79.0468
- Pre-training layer 0, epoch 4, cost -77.9314
- Pre-training layer 0, epoch 5, cost -77.1008
- Pre-training layer 0, epoch 6, cost -76.4179
- Pre-training layer 0, epoch 7, cost -75.828
- Pre-training layer 0, epoch 8, cost -75.3451
- Pre-training layer 0, epoch 9, cost -74.9261
- Pre-training layer 0, epoch 10, cost -74.6042
- Pre-training layer 0, epoch 11, cost -74.2678
- Pre-training layer 0, epoch 12, cost -73.9228
- Pre-training layer 0, epoch 13, cost -73.6817
- Pre-training layer 0, epoch 14, cost -73.4275
- Pre-training layer 0, epoch 15, cost -73.1666
- Pre-training layer 0, epoch 16, cost -72.962
- Pre-training layer 0, epoch 17, cost -72.7905
- Pre-training layer 0, epoch 18, cost -72.5986
- Pre-training layer 0, epoch 19, cost -72.4591
- Pre-training layer 0, epoch 20, cost -72.2536
- Pre-training layer 0, epoch 21, cost -72.1634
- Pre-training layer 0, epoch 22, cost -71.9912
- Pre-training layer 0, epoch 23, cost -71.8198
- Pre-training layer 0, epoch 24, cost -71.7223
- Pre-training layer 0, epoch 25, cost -71.5692
- Pre-training layer 0, epoch 26, cost -71.4509
- Pre-training layer 0, epoch 27, cost -71.3551
- Pre-training layer 0, epoch 28, cost -71.247
- Pre-training layer 0, epoch 29, cost -71.1612
- Pre-training layer 0, epoch 30, cost -71.0191
- Pre-training layer 0, epoch 31, cost -70.9391
- Pre-training layer 0, epoch 32, cost -70.8534
- Pre-training layer 0, epoch 33, cost -70.7924
- Pre-training layer 0, epoch 34, cost -70.7193
- Pre-training layer 0, epoch 35, cost -70.6151
- Pre-training layer 0, epoch 36, cost -70.5554
- Pre-training layer 0, epoch 37, cost -70.4665
- Pre-training layer 0, epoch 38, cost -70.3894
- Pre-training layer 0, epoch 39, cost -70.3354
- Pre-training layer 0, epoch 40, cost -70.2487
- Pre-training layer 0, epoch 41, cost -70.1773
- Pre-training layer 0, epoch 42, cost -70.1248
- Pre-training layer 0, epoch 43, cost -70.0698
- Pre-training layer 0, epoch 44, cost -70.0251
- Pre-training layer 0, epoch 45, cost -69.9718
- Pre-training layer 0, epoch 46, cost -69.9004
- Pre-training layer 0, epoch 47, cost -69.8286
- Pre-training layer 0, epoch 48, cost -69.7903
- Pre-training layer 0, epoch 49, cost -69.7491
- Pre-training layer 0, epoch 50, cost -69.7253
- Pre-training layer 0, epoch 51, cost -69.6952
- Pre-training layer 0, epoch 52, cost -69.62
- Pre-training layer 0, epoch 53, cost -69.5747
- Pre-training layer 0, epoch 54, cost -69.5587
- Pre-training layer 0, epoch 55, cost -69.4855
- Pre-training layer 0, epoch 56, cost -69.4881
- Pre-training layer 0, epoch 57, cost -69.4373
- Pre-training layer 0, epoch 58, cost -69.3915
- Pre-training layer 0, epoch 59, cost -69.3721
- Pre-training layer 0, epoch 60, cost -69.3391
- Pre-training layer 0, epoch 61, cost -69.3037
- Pre-training layer 0, epoch 62, cost -69.276
- Pre-training layer 0, epoch 63, cost -69.2387
- Pre-training layer 0, epoch 64, cost -69.2142
- Pre-training layer 0, epoch 65, cost -69.1817
- Pre-training layer 0, epoch 66, cost -69.1722
- Pre-training layer 0, epoch 67, cost -69.1297
- Pre-training layer 0, epoch 68, cost -69.0802
- Pre-training layer 0, epoch 69, cost -69.0742
- Pre-training layer 0, epoch 70, cost -69.0437
- Pre-training layer 0, epoch 71, cost -69.018
- Pre-training layer 0, epoch 72, cost -69.0019
- Pre-training layer 0, epoch 73, cost -68.9949
- Pre-training layer 0, epoch 74, cost -68.9514
- Pre-training layer 0, epoch 75, cost -68.9239
- Pre-training layer 0, epoch 76, cost -68.907
- Pre-training layer 0, epoch 77, cost -68.9053
- Pre-training layer 0, epoch 78, cost -68.8618
- Pre-training layer 0, epoch 79, cost -68.8215
- Pre-training layer 0, epoch 80, cost -68.8275
- Pre-training layer 0, epoch 81, cost -68.8303
- Pre-training layer 0, epoch 82, cost -68.7928
- Pre-training layer 0, epoch 83, cost -68.7775
- Pre-training layer 0, epoch 84, cost -68.7694
- Pre-training layer 0, epoch 85, cost -68.7401
- Pre-training layer 0, epoch 86, cost -68.7069
- Pre-training layer 0, epoch 87, cost -68.7032
- Pre-training layer 0, epoch 88, cost -68.6842
- Pre-training layer 0, epoch 89, cost -68.6748
- Pre-training layer 0, epoch 90, cost -68.6537
- Pre-training layer 0, epoch 91, cost -68.6458
- Pre-training layer 0, epoch 92, cost -68.6379
- Pre-training layer 0, epoch 93, cost -68.6075
- Pre-training layer 0, epoch 94, cost -68.5969
- Pre-training layer 0, epoch 95, cost -68.5737
- Pre-training layer 0, epoch 96, cost -68.5653
- Pre-training layer 0, epoch 97, cost -68.555
- Pre-training layer 0, epoch 98, cost -68.5199
- Pre-training layer 0, epoch 99, cost -68.534
- Pre-training layer 1, epoch 0, cost -174.546
- Pre-training layer 1, epoch 1, cost -152.199
- Pre-training layer 1, epoch 2, cost -147.102
- Pre-training layer 1, epoch 3, cost -144.281
- Pre-training layer 1, epoch 4, cost -142.388
- Pre-training layer 1, epoch 5, cost -140.985
- Pre-training layer 1, epoch 6, cost -139.838
- Pre-training layer 1, epoch 7, cost -138.879
- Pre-training layer 1, epoch 8, cost -138.113
- Pre-training layer 1, epoch 9, cost -137.467
- Pre-training layer 1, epoch 10, cost -136.905
- Pre-training layer 1, epoch 11, cost -136.417
- Pre-training layer 1, epoch 12, cost -135.979
- Pre-training layer 1, epoch 13, cost -135.59
- Pre-training layer 1, epoch 14, cost -135.283
- Pre-training layer 1, epoch 15, cost -134.976
- Pre-training layer 1, epoch 16, cost -134.69
- Pre-training layer 1, epoch 17, cost -134.469
- Pre-training layer 1, epoch 18, cost -134.232
- Pre-training layer 1, epoch 19, cost -134.046
- Pre-training layer 1, epoch 20, cost -133.868
- Pre-training layer 1, epoch 21, cost -133.713
- Pre-training layer 1, epoch 22, cost -133.551
- Pre-training layer 1, epoch 23, cost -133.413
- Pre-training layer 1, epoch 24, cost -133.295
- Pre-training layer 1, epoch 25, cost -133.182
- Pre-training layer 1, epoch 26, cost -133.067
- Pre-training layer 1, epoch 27, cost -132.947
- Pre-training layer 1, epoch 28, cost -132.875
- Pre-training layer 1, epoch 29, cost -132.801
- Pre-training layer 1, epoch 30, cost -132.714
- Pre-training layer 1, epoch 31, cost -132.636
- Pre-training layer 1, epoch 32, cost -132.556
- Pre-training layer 1, epoch 33, cost -132.482
- Pre-training layer 1, epoch 34, cost -132.425
- Pre-training layer 1, epoch 35, cost -132.37
- Pre-training layer 1, epoch 36, cost -132.291
- Pre-training layer 1, epoch 37, cost -132.283
- Pre-training layer 1, epoch 38, cost -132.221
- Pre-training layer 1, epoch 39, cost -132.161
- Pre-training layer 1, epoch 40, cost -132.107
- Pre-training layer 1, epoch 41, cost -132.072
- Pre-training layer 1, epoch 42, cost -132.029
- Pre-training layer 1, epoch 43, cost -131.995
- Pre-training layer 1, epoch 44, cost -131.943
- Pre-training layer 1, epoch 45, cost -131.929
- Pre-training layer 1, epoch 46, cost -131.879
- Pre-training layer 1, epoch 47, cost -131.844
- Pre-training layer 1, epoch 48, cost -131.835
- Pre-training layer 1, epoch 49, cost -131.8
- Pre-training layer 1, epoch 50, cost -131.79
- Pre-training layer 1, epoch 51, cost -131.725
- Pre-training layer 1, epoch 52, cost -131.703
- Pre-training layer 1, epoch 53, cost -131.705
- Pre-training layer 1, epoch 54, cost -131.693
- Pre-training layer 1, epoch 55, cost -131.646
- Pre-training layer 1, epoch 56, cost -131.618
- Pre-training layer 1, epoch 57, cost -131.579
- Pre-training layer 1, epoch 58, cost -131.592
- Pre-training layer 1, epoch 59, cost -131.547
- Pre-training layer 1, epoch 60, cost -131.545
- Pre-training layer 1, epoch 61, cost -131.533
- Pre-training layer 1, epoch 62, cost -131.501
- Pre-training layer 1, epoch 63, cost -131.494
- Pre-training layer 1, epoch 64, cost -131.48
- Pre-training layer 1, epoch 65, cost -131.455
- Pre-training layer 1, epoch 66, cost -131.438
- Pre-training layer 1, epoch 67, cost -131.423
- Pre-training layer 1, epoch 68, cost -131.392
- Pre-training layer 1, epoch 69, cost -131.39
- Pre-training layer 1, epoch 70, cost -131.385
- Pre-training layer 1, epoch 71, cost -131.381
- Pre-training layer 1, epoch 72, cost -131.355
- Pre-training layer 1, epoch 73, cost -131.354
- Pre-training layer 1, epoch 74, cost -131.356
- Pre-training layer 1, epoch 75, cost -131.324
- Pre-training layer 1, epoch 76, cost -131.318
- Pre-training layer 1, epoch 77, cost -131.303
- Pre-training layer 1, epoch 78, cost -131.308
- Pre-training layer 1, epoch 79, cost -131.29
- Pre-training layer 1, epoch 80, cost -131.277
- Pre-training layer 1, epoch 81, cost -131.26
- Pre-training layer 1, epoch 82, cost -131.278
- Pre-training layer 1, epoch 83, cost -131.236
- Pre-training layer 1, epoch 84, cost -131.225
- Pre-training layer 1, epoch 85, cost -131.244
- Pre-training layer 1, epoch 86, cost -131.207
- Pre-training layer 1, epoch 87, cost -131.228
- Pre-training layer 1, epoch 88, cost -131.216
- Pre-training layer 1, epoch 89, cost -131.205
- Pre-training layer 1, epoch 90, cost -131.165
- Pre-training layer 1, epoch 91, cost -131.179
- Pre-training layer 1, epoch 92, cost -131.165
- Pre-training layer 1, epoch 93, cost -131.145
- Pre-training layer 1, epoch 94, cost -131.164
- Pre-training layer 1, epoch 95, cost -131.165
- Pre-training layer 1, epoch 96, cost -131.132
- Pre-training layer 1, epoch 97, cost -131.148
- Pre-training layer 1, epoch 98, cost -131.134
- Pre-training layer 1, epoch 99, cost -131.129
- Pre-training layer 2, epoch 0, cost -69.1473
- Pre-training layer 2, epoch 1, cost -57.0057
- Pre-training layer 2, epoch 2, cost -54.623
- Pre-training layer 2, epoch 3, cost -53.3244
- Pre-training layer 2, epoch 4, cost -52.4889
- Pre-training layer 2, epoch 5, cost -51.85
- Pre-training layer 2, epoch 6, cost -51.3529
- Pre-training layer 2, epoch 7, cost -50.9715
- Pre-training layer 2, epoch 8, cost -50.6075
- Pre-training layer 2, epoch 9, cost -50.2858
- Pre-training layer 2, epoch 10, cost -50.0366
- Pre-training layer 2, epoch 11, cost -49.7865
- Pre-training layer 2, epoch 12, cost -49.5624
- Pre-training layer 2, epoch 13, cost -49.3638
- Pre-training layer 2, epoch 14, cost -49.2085
- Pre-training layer 2, epoch 15, cost -49.0635
- Pre-training layer 2, epoch 16, cost -48.9334
- Pre-training layer 2, epoch 17, cost -48.7689
- Pre-training layer 2, epoch 18, cost -48.6917
- Pre-training layer 2, epoch 19, cost -48.5403
- Pre-training layer 2, epoch 20, cost -48.4226
- Pre-training layer 2, epoch 21, cost -48.3436
- Pre-training layer 2, epoch 22, cost -48.261
- Pre-training layer 2, epoch 23, cost -48.1824
- Pre-training layer 2, epoch 24, cost -48.0689
- Pre-training layer 2, epoch 25, cost -47.9816
- Pre-training layer 2, epoch 26, cost -47.9351
- Pre-training layer 2, epoch 27, cost -47.8458
- Pre-training layer 2, epoch 28, cost -47.7894
- Pre-training layer 2, epoch 29, cost -47.729
- Pre-training layer 2, epoch 30, cost -47.665
- Pre-training layer 2, epoch 31, cost -47.5874
- Pre-training layer 2, epoch 32, cost -47.5215
- Pre-training layer 2, epoch 33, cost -47.4883
- Pre-training layer 2, epoch 34, cost -47.4103
- Pre-training layer 2, epoch 35, cost -47.4074
- Pre-training layer 2, epoch 36, cost -47.3477
- Pre-training layer 2, epoch 37, cost -47.3193
- Pre-training layer 2, epoch 38, cost -47.2308
- Pre-training layer 2, epoch 39, cost -47.2032
- Pre-training layer 2, epoch 40, cost -47.1865
- Pre-training layer 2, epoch 41, cost -47.1342
- Pre-training layer 2, epoch 42, cost -47.0919
- Pre-training layer 2, epoch 43, cost -47.0585
- Pre-training layer 2, epoch 44, cost -47.0425
- Pre-training layer 2, epoch 45, cost -47.0217
- Pre-training layer 2, epoch 46, cost -46.9772
- Pre-training layer 2, epoch 47, cost -46.9527
- Pre-training layer 2, epoch 48, cost -46.9266
- Pre-training layer 2, epoch 49, cost -46.9038
- Pre-training layer 2, epoch 50, cost -46.8621
- Pre-training layer 2, epoch 51, cost -46.8387
- Pre-training layer 2, epoch 52, cost -46.8259
- Pre-training layer 2, epoch 53, cost -46.7787
- Pre-training layer 2, epoch 54, cost -46.7842
- Pre-training layer 2, epoch 55, cost -46.7555
- Pre-training layer 2, epoch 56, cost -46.722
- Pre-training layer 2, epoch 57, cost -46.6894
- Pre-training layer 2, epoch 58, cost -46.6536
- Pre-training layer 2, epoch 59, cost -46.6607
- Pre-training layer 2, epoch 60, cost -46.6352
- Pre-training layer 2, epoch 61, cost -46.6158
- Pre-training layer 2, epoch 62, cost -46.5971
- Pre-training layer 2, epoch 63, cost -46.5997
- Pre-training layer 2, epoch 64, cost -46.5634
- Pre-training layer 2, epoch 65, cost -46.5112
- Pre-training layer 2, epoch 66, cost -46.5302
- Pre-training layer 2, epoch 67, cost -46.5126
- Pre-training layer 2, epoch 68, cost -46.5049
- Pre-training layer 2, epoch 69, cost -46.4638
- Pre-training layer 2, epoch 70, cost -46.4483
- Pre-training layer 2, epoch 71, cost -46.4482
- Pre-training layer 2, epoch 72, cost -46.4328
- Pre-training layer 2, epoch 73, cost -46.426
- Pre-training layer 2, epoch 74, cost -46.3955
- Pre-training layer 2, epoch 75, cost -46.3901
- Pre-training layer 2, epoch 76, cost -46.3683
- Pre-training layer 2, epoch 77, cost -46.3625
- Pre-training layer 2, epoch 78, cost -46.3556
- Pre-training layer 2, epoch 79, cost -46.3489
- Pre-training layer 2, epoch 80, cost -46.3035
- Pre-training layer 2, epoch 81, cost -46.3269
- Pre-training layer 2, epoch 82, cost -46.3094
- Pre-training layer 2, epoch 83, cost -46.2903
- Pre-training layer 2, epoch 84, cost -46.2822
- Pre-training layer 2, epoch 85, cost -46.2899
- Pre-training layer 2, epoch 86, cost -46.2541
- Pre-training layer 2, epoch 87, cost -46.2635
- Pre-training layer 2, epoch 88, cost -46.2388
- Pre-training layer 2, epoch 89, cost -46.2241
- Pre-training layer 2, epoch 90, cost -46.209
- Pre-training layer 2, epoch 91, cost -46.2258
- Pre-training layer 2, epoch 92, cost -46.2081
- Pre-training layer 2, epoch 93, cost -46.201
- Pre-training layer 2, epoch 94, cost -46.1909
- Pre-training layer 2, epoch 95, cost -46.1974
- Pre-training layer 2, epoch 96, cost -46.1736
- Pre-training layer 2, epoch 97, cost -46.1609
- Pre-training layer 2, epoch 98, cost -46.1753
- Pre-training layer 2, epoch 99, cost -46.1407
- ... getting the finetuning functions
- ... finetuning the model
- epoch 1, minibatch 5000/5000, validation error 3.070000 %
- epoch 1, minibatch 5000/5000, test error of best model 3.520000 %
- epoch 2, minibatch 5000/5000, validation error 2.520000 %
- epoch 2, minibatch 5000/5000, test error of best model 2.780000 %
- epoch 3, minibatch 5000/5000, validation error 2.230000 %
- epoch 3, minibatch 5000/5000, test error of best model 2.450000 %
- epoch 4, minibatch 5000/5000, validation error 2.000000 %
- epoch 4, minibatch 5000/5000, test error of best model 2.260000 %
- epoch 5, minibatch 5000/5000, validation error 1.980000 %
- epoch 5, minibatch 5000/5000, test error of best model 1.990000 %
- epoch 6, minibatch 5000/5000, validation error 1.850000 %
- epoch 6, minibatch 5000/5000, test error of best model 1.840000 %
- epoch 7, minibatch 5000/5000, validation error 1.770000 %
- epoch 7, minibatch 5000/5000, test error of best model 1.780000 %
- epoch 8, minibatch 5000/5000, validation error 1.700000 %
- epoch 8, minibatch 5000/5000, test error of best model 1.730000 %
- epoch 9, minibatch 5000/5000, validation error 1.680000 %
- epoch 9, minibatch 5000/5000, test error of best model 1.740000 %
- epoch 10, minibatch 5000/5000, validation error 1.640000 %
- epoch 10, minibatch 5000/5000, test error of best model 1.690000 %
- epoch 11, minibatch 5000/5000, validation error 1.580000 %
- epoch 11, minibatch 5000/5000, test error of best model 1.660000 %
- epoch 12, minibatch 5000/5000, validation error 1.600000 %
- epoch 13, minibatch 5000/5000, validation error 1.540000 %
- epoch 13, minibatch 5000/5000, test error of best model 1.670000 %
- epoch 14, minibatch 5000/5000, validation error 1.500000 %
- epoch 14, minibatch 5000/5000, test error of best model 1.610000 %
- epoch 15, minibatch 5000/5000, validation error 1.520000 %
- epoch 16, minibatch 5000/5000, validation error 1.510000 %
- epoch 17, minibatch 5000/5000, validation error 1.520000 %
- epoch 18, minibatch 5000/5000, validation error 1.520000 %
- epoch 19, minibatch 5000/5000, validation error 1.530000 %
- epoch 20, minibatch 5000/5000, validation error 1.540000 %
- epoch 21, minibatch 5000/5000, validation error 1.550000 %
- epoch 22, minibatch 5000/5000, validation error 1.540000 %
- epoch 23, minibatch 5000/5000, validation error 1.520000 %
- epoch 24, minibatch 5000/5000, validation error 1.540000 %
- epoch 25, minibatch 5000/5000, validation error 1.530000 %
- epoch 26, minibatch 5000/5000, validation error 1.530000 %
- epoch 27, minibatch 5000/5000, validation error 1.520000 %
- Optimization complete with best validation score of 1.500000 %, obtained at iteration 70000, with test performance 1.610000 %
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(et ça peut etre plus long ou plus court que ça )
j'aimerai le parser pour avoir 3 sorties : 1- pretraining : une matrice 3 colonnes : epoch | layer | cost
expl : 0 0 -98.5322
0 1 -83.8368
0 2 -80.6902
2- training : matrice 5 colonnes : epoch | minibatch current | minibatch total | validation error | test error expl :
1 5000 5000 3.070000 3.520000
3 - best-results
vecteur : best validation score | iteration | test performance expl : 1.500000 70000 1.610000
et idéalement, en regex sous python ça m'arrangerait car je pourrai me faire une fonction qui prend un input mon fichier log et qui me sort des figures direct
![[:wwilson:2] [:wwilson:2]](https://forum-images.hardware.fr/images/perso/2/wwilson.gif) |