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LogPrentrenated1epochOtherScores.txt
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Epoch 1/1
--------------------
TRAINING
Training batch 0/3856
/usr/local/lib/python3.6/dist-packages/torch/nn/modules/container.py:92: UserWarning: Implicit dimension choice for softmax has been deprecated. Change the call to include dim=X as an argument.
input = module(input)
Avg loss per 1 - 100 batch (train) 0.10298621654510498
Avg acc per 1 - 100 batch (train) 3.125%
Training batch 100/3856
Avg loss per 101 - 200 batch (train) 0.10297953113913536
Avg acc per 101 - 200 batch (train) 4.46875%
Training batch 200/3856
Avg loss per 201 - 300 batch (train) 0.10295250974595546
Avg acc per 201 - 300 batch (train) 6.875%
Training batch 300/3856
Avg loss per 301 - 400 batch (train) 0.1029143600165844
Avg acc per 301 - 400 batch (train) 8.46875%
Training batch 400/3856
Avg loss per 401 - 500 batch (train) 0.10284114614129067
Avg acc per 401 - 500 batch (train) 9.0%
Training batch 500/3856
Avg loss per 501 - 600 batch (train) 0.10267356887459755
Avg acc per 501 - 600 batch (train) 10.5%
Training batch 600/3856
Avg loss per 601 - 700 batch (train) 0.10158408001065254
Avg acc per 601 - 700 batch (train) 9.9375%
Training batch 700/3856
Avg loss per 701 - 800 batch (train) 0.1011167211830616
Avg acc per 701 - 800 batch (train) 10.09375%
Training batch 800/3856
Avg loss per 801 - 900 batch (train) 0.10125923231244087
Avg acc per 801 - 900 batch (train) 9.46875%
Training batch 900/3856
Avg loss per 901 - 1000 batch (train) 0.10111604653298854
Avg acc per 901 - 1000 batch (train) 9.5625%
Training batch 1000/3856
Avg loss per 1001 - 1100 batch (train) 0.10105178572237491
Avg acc per 1001 - 1100 batch (train) 9.9375%
Training batch 1100/3856
Avg loss per 1101 - 1200 batch (train) 0.10116743162274361
Avg acc per 1101 - 1200 batch (train) 9.5%
Training batch 1200/3856
Avg loss per 1201 - 1300 batch (train) 0.1009361618757248
Avg acc per 1201 - 1300 batch (train) 10.25%
Training batch 1300/3856
Avg loss per 1301 - 1400 batch (train) 0.10069729201495647
Avg acc per 1301 - 1400 batch (train) 10.5625%
Training batch 1400/3856
Avg loss per 1401 - 1500 batch (train) 0.10060602359473705
Avg acc per 1401 - 1500 batch (train) 10.0625%
Training batch 1500/3856
Avg loss per 1501 - 1600 batch (train) 0.10043336518108845
Avg acc per 1501 - 1600 batch (train) 10.65625%
Training batch 1600/3856
Avg loss per 1601 - 1700 batch (train) 0.10036360077559948
Avg acc per 1601 - 1700 batch (train) 10.625%
Training batch 1700/3856
Avg loss per 1701 - 1800 batch (train) 0.10084339283406735
Avg acc per 1701 - 1800 batch (train) 9.09375%
Training batch 1800/3856
Avg loss per 1801 - 1900 batch (train) 0.10056627735495567
Avg acc per 1801 - 1900 batch (train) 9.9375%
Training batch 1900/3856
Avg loss per 1901 - 2000 batch (train) 0.10019773967564106
Avg acc per 1901 - 2000 batch (train) 11.4375%
Training batch 2000/3856
Avg loss per 2001 - 2100 batch (train) 0.10032177671790123
Avg acc per 2001 - 2100 batch (train) 11.28125%
Training batch 2100/3856
Avg loss per 2101 - 2200 batch (train) 0.10014707192778588
Avg acc per 2101 - 2200 batch (train) 11.9375%
Training batch 2200/3856
Avg loss per 2201 - 2300 batch (train) 0.10017061375081539
Avg acc per 2201 - 2300 batch (train) 12.125%
Training batch 2300/3856
Avg loss per 2301 - 2400 batch (train) 0.0997581797093153
Avg acc per 2301 - 2400 batch (train) 14.03125%
Training batch 2400/3856
Avg loss per 2401 - 2500 batch (train) 0.10006116554141045
Avg acc per 2401 - 2500 batch (train) 13.84375%
Training batch 2500/3856
Avg loss per 2501 - 2600 batch (train) 0.10005073897540569
Avg acc per 2501 - 2600 batch (train) 14.0625%
Training batch 2600/3856
Avg loss per 2601 - 2700 batch (train) 0.09979116410017014
Avg acc per 2601 - 2700 batch (train) 14.5625%
Training batch 2700/3856
Avg loss per 2701 - 2800 batch (train) 0.09987413436174393
Avg acc per 2701 - 2800 batch (train) 13.9375%
Training batch 2800/3856
Avg loss per 2801 - 2900 batch (train) 0.09961446672677994
Avg acc per 2801 - 2900 batch (train) 14.8125%
Training batch 2900/3856
Avg loss per 2901 - 3000 batch (train) 0.09976296491920948
Avg acc per 2901 - 3000 batch (train) 14.46875%
Training batch 3000/3856
Avg loss per 3001 - 3100 batch (train) 0.09958473272621632
Avg acc per 3001 - 3100 batch (train) 15.0625%
Training batch 3100/3856
Avg loss per 3101 - 3200 batch (train) 0.0994657926261425
Avg acc per 3101 - 3200 batch (train) 15.125%
Training batch 3200/3856
Avg loss per 3201 - 3300 batch (train) 0.09975766725838184
Avg acc per 3201 - 3300 batch (train) 14.03125%
Training batch 3300/3856
Avg loss per 3301 - 3400 batch (train) 0.09921595357358455
Avg acc per 3301 - 3400 batch (train) 15.625%
Training batch 3400/3856
Avg loss per 3401 - 3500 batch (train) 0.09937673211097717
Avg acc per 3401 - 3500 batch (train) 14.71875%
Training batch 3500/3856
Avg loss per 3501 - 3600 batch (train) 0.09964313559234142
Avg acc per 3501 - 3600 batch (train) 14.1875%
Training batch 3600/3856
Avg loss per 3601 - 3700 batch (train) 0.0997120664268732
Avg acc per 3601 - 3700 batch (train) 13.84375%
Training batch 3700/3856
Avg loss per 3701 - 3800 batch (train) 0.0992204824090004
Avg acc per 3701 - 3800 batch (train) 14.875%
Training batch 3800/3856
Avg loss per 3801 - 3900 batch (train) 0.09916483156383038
Avg acc per 3801 - 3900 batch (train) 15.40625%
Epoch 1 result:
Avg loss (train): 0.1005
Avg acc (train): 0.1183
MESURE ACCURACY ON TRAIN AND VALIDATION
Train batch 0/827
Avg loss per 1 - 100 batch (train) 0.10118401050567627
Avg acc per 1 - 100 batch (train) 9.375%
Train batch 100/827
Avg loss per 101 - 200 batch (train) 0.0990608024715197
Avg acc per 101 - 200 batch (train) 15.93440594059406%
Train batch 200/827
Avg loss per 201 - 300 batch (train) 0.09900243050275158
Avg acc per 201 - 300 batch (train) 16.013681592039802%
Train batch 300/827
Avg loss per 301 - 400 batch (train) 0.09891155218563207
Avg acc per 301 - 400 batch (train) 16.175249169435215%
Train batch 400/827
Avg loss per 401 - 500 batch (train) 0.0989301435630815
Avg acc per 401 - 500 batch (train) 16.186097256857856%
Train batch 500/827
Avg loss per 501 - 600 batch (train) 0.09888329969611234
Avg acc per 501 - 600 batch (train) 16.29241516966068%
Train batch 600/827
Avg loss per 601 - 700 batch (train) 0.0989551255835868
Avg acc per 601 - 700 batch (train) 16.046173044925126%
Train batch 700/827
Avg loss per 701 - 800 batch (train) 0.09895957698155401
Avg acc per 701 - 800 batch (train) 15.990549215406562%
Train batch 800/827
Avg loss per 801 - 900 batch (train) 0.09894068430313903
Avg acc per 801 - 900 batch (train) 16.042446941323345%
Validation batch 0/827
Avg loss per 1 - 100 batch (val) 0.09802527725696564
Avg acc per 1 - 100 batch (val) 15.625%
Validation batch 100/827
Avg loss per 101 - 200 batch (val) 0.09882163032889366
Avg acc per 101 - 200 batch (val) 16.0%
Validation batch 200/827
Avg loss per 201 - 300 batch (val) 0.098614144846797
Avg acc per 201 - 300 batch (val) 16.96875%
Validation batch 300/827
Avg loss per 301 - 400 batch (val) 0.09876934021711349
Avg acc per 301 - 400 batch (val) 16.4375%
Validation batch 400/827
Avg loss per 401 - 500 batch (val) 0.09860426992177963
Avg acc per 401 - 500 batch (val) 16.6875%
Validation batch 500/827
Avg loss per 501 - 600 batch (val) 0.09860955886542797
Avg acc per 501 - 600 batch (val) 16.6875%
Validation batch 600/827
Avg loss per 601 - 700 batch (val) 0.09870967417955398
Avg acc per 601 - 700 batch (val) 16.1875%
Validation batch 700/827
Avg loss per 701 - 800 batch (val) 0.09827512934803963
Avg acc per 701 - 800 batch (val) 17.75%
Validation batch 800/827
Avg loss per 801 - 900 batch (val) 0.09830987274646759
Avg acc per 801 - 900 batch (val) 17.78125%
Epoch 1 result:
Avg loss (train): 0.1005
Avg acc (train): 0.1183%
Avg loss (val): 0.0987
Avg acc (val): 16.8249%
--------------------
Training completed in 65m 50s
Best acc: 16.8249%