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LogAttentinOneLoss1.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) 0.1029774397611618
Avg acc per 1 - 100 batch (train) 12.5%
Training batch 100/3856
Avg loss per 101 - 200 batch (train) 0.10298132434487343
Avg acc per 101 - 200 batch (train) 5.125%
Training batch 200/3856
Avg loss per 201 - 300 batch (train) 0.10295537739992142
Avg acc per 201 - 300 batch (train) 7.125%
Training batch 300/3856
Avg loss per 301 - 400 batch (train) 0.10292175456881524
Avg acc per 301 - 400 batch (train) 9.84375%
Training batch 400/3856
Avg loss per 401 - 500 batch (train) 0.1028701613098383
Avg acc per 401 - 500 batch (train) 10.28125%
Training batch 500/3856
Avg loss per 501 - 600 batch (train) 0.10278662092983723
Avg acc per 501 - 600 batch (train) 9.71875%
Training batch 600/3856
Avg loss per 601 - 700 batch (train) 0.10244812093675136
Avg acc per 601 - 700 batch (train) 10.875%
Training batch 700/3856
Avg loss per 701 - 800 batch (train) 0.10120796047151089
Avg acc per 701 - 800 batch (train) 10.78125%
Training batch 800/3856
Avg loss per 801 - 900 batch (train) 0.1011685737222433
Avg acc per 801 - 900 batch (train) 10.21875%
Training batch 900/3856
Avg loss per 901 - 1000 batch (train) 0.10109758116304875
Avg acc per 901 - 1000 batch (train) 9.9375%
Training batch 1000/3856
Avg loss per 1001 - 1100 batch (train) 0.10111257568001747
Avg acc per 1001 - 1100 batch (train) 10.03125%
Training batch 1100/3856
Avg loss per 1101 - 1200 batch (train) 0.10092231586575508
Avg acc per 1101 - 1200 batch (train) 10.5%
Training batch 1200/3856
Avg loss per 1201 - 1300 batch (train) 0.10105666182935238
Avg acc per 1201 - 1300 batch (train) 10.125%
Training batch 1300/3856
Avg loss per 1301 - 1400 batch (train) 0.10104913614690304
Avg acc per 1301 - 1400 batch (train) 9.71875%
Training batch 1400/3856
Avg loss per 1401 - 1500 batch (train) 0.10112097226083279
Avg acc per 1401 - 1500 batch (train) 9.09375%
Training batch 1500/3856
Avg loss per 1501 - 1600 batch (train) 0.1010010839998722
Avg acc per 1501 - 1600 batch (train) 9.84375%
Training batch 1600/3856
Avg loss per 1601 - 1700 batch (train) 0.10096947461366654
Avg acc per 1601 - 1700 batch (train) 9.78125%
Training batch 1700/3856
Avg loss per 1701 - 1800 batch (train) 0.10075864352285863
Avg acc per 1701 - 1800 batch (train) 10.5%
Training batch 1800/3856
Avg loss per 1801 - 1900 batch (train) 0.10070029497146607
Avg acc per 1801 - 1900 batch (train) 10.46875%
Training batch 1900/3856
Avg loss per 1901 - 2000 batch (train) 0.10079325057566166
Avg acc per 1901 - 2000 batch (train) 10.59375%
Training batch 2000/3856
Avg loss per 2001 - 2100 batch (train) 0.10045209847390651
Avg acc per 2001 - 2100 batch (train) 12.65625%
Training batch 2100/3856
Avg loss per 2101 - 2200 batch (train) 0.10057192243635654
Avg acc per 2101 - 2200 batch (train) 13.5625%
Training batch 2200/3856
Avg loss per 2201 - 2300 batch (train) 0.10001623496413231
Avg acc per 2201 - 2300 batch (train) 14.65625%
Training batch 2300/3856
Avg loss per 2301 - 2400 batch (train) 0.10021112583577634
Avg acc per 2301 - 2400 batch (train) 13.6875%
Training batch 2400/3856
Avg loss per 2401 - 2500 batch (train) 0.0998433392494917
Avg acc per 2401 - 2500 batch (train) 14.34375%
Training batch 2500/3856
Avg loss per 2501 - 2600 batch (train) 0.09969647832214833
Avg acc per 2501 - 2600 batch (train) 15.375%
Training batch 2600/3856
Avg loss per 2601 - 2700 batch (train) 0.0993521910905838
Avg acc per 2601 - 2700 batch (train) 16.15625%
Training batch 2700/3856
Avg loss per 2701 - 2800 batch (train) 0.09925310380756855
Avg acc per 2701 - 2800 batch (train) 16.84375%
Training batch 2800/3856
Avg loss per 2801 - 2900 batch (train) 0.09964451260864735
Avg acc per 2801 - 2900 batch (train) 16.40625%
Training batch 2900/3856
Avg loss per 2901 - 3000 batch (train) 0.09908352233469486
Avg acc per 2901 - 3000 batch (train) 18.75%
Training batch 3000/3856
Avg loss per 3001 - 3100 batch (train) 0.09915989473462104
Avg acc per 3001 - 3100 batch (train) 18.5625%
Training batch 3100/3856
Avg loss per 3101 - 3200 batch (train) 0.09895912483334542
Avg acc per 3101 - 3200 batch (train) 19.875%
Training batch 3200/3856
Avg loss per 3201 - 3300 batch (train) 0.09893084190785885
Avg acc per 3201 - 3300 batch (train) 19.40625%
Training batch 3300/3856
Avg loss per 3301 - 3400 batch (train) 0.09880702115595341
Avg acc per 3301 - 3400 batch (train) 19.6875%
Training batch 3400/3856
Avg loss per 3401 - 3500 batch (train) 0.09918872632086277
Avg acc per 3401 - 3500 batch (train) 18.03125%
Training batch 3500/3856
Avg loss per 3501 - 3600 batch (train) 0.09884945631027221
Avg acc per 3501 - 3600 batch (train) 19.09375%
Training batch 3600/3856
Avg loss per 3601 - 3700 batch (train) 0.09895753800868988
Avg acc per 3601 - 3700 batch (train) 18.71875%
Training batch 3700/3856
Avg loss per 3701 - 3800 batch (train) 0.09859898984432221
Avg acc per 3701 - 3800 batch (train) 19.75%
Training batch 3800/3856
Avg loss per 3801 - 3900 batch (train) 0.09885456554591655
Avg acc per 3801 - 3900 batch (train) 18.8125%
Epoch 1 result:
Avg loss (train): 0.1005
Avg acc (train): 0.1348
MESURE ACCURACY ON TRAIN AND VALIDATION
Train batch 0/827
Avg loss per 1 - 100 batch (train) 0.09904878586530685
Avg acc per 1 - 100 batch (train) 21.875%
Train batch 100/827
Avg loss per 101 - 200 batch (train) 0.09900260399473776
Avg acc per 101 - 200 batch (train) 18.100247524752476%
Train batch 200/827
Avg loss per 201 - 300 batch (train) 0.09903355265286432
Avg acc per 201 - 300 batch (train) 18.08146766169154%
Train batch 300/827
Avg loss per 301 - 400 batch (train) 0.09891913435189827
Avg acc per 301 - 400 batch (train) 18.397009966777407%
Train batch 400/827
Avg loss per 401 - 500 batch (train) 0.09888432314271046
Avg acc per 401 - 500 batch (train) 18.477244389027433%
Train batch 500/827
Avg loss per 501 - 600 batch (train) 0.09878125184488867
Avg acc per 501 - 600 batch (train) 18.8373253493014%
Train batch 600/827
Avg loss per 601 - 700 batch (train) 0.0987252161625816
Avg acc per 601 - 700 batch (train) 19.072379367720465%
Train batch 700/827
Avg loss per 701 - 800 batch (train) 0.09871669350651634
Avg acc per 701 - 800 batch (train) 19.075427960057063%
Train batch 800/827
Avg loss per 801 - 900 batch (train) 0.09874058627382795
Avg acc per 801 - 900 batch (train) 18.99188514357054%
Validation batch 0/827
Avg loss per 1 - 100 batch (val) 0.09914063662290573
Avg acc per 1 - 100 batch (val) 18.75%
Validation batch 100/827
Avg loss per 101 - 200 batch (val) 0.09828205570578576
Avg acc per 101 - 200 batch (val) 20.09375%
Validation batch 200/827
Avg loss per 201 - 300 batch (val) 0.09864330038428307
Avg acc per 201 - 300 batch (val) 19.0625%
Validation batch 300/827
Avg loss per 301 - 400 batch (val) 0.09799737632274627
Avg acc per 301 - 400 batch (val) 21.25%
Validation batch 400/827
Avg loss per 401 - 500 batch (val) 0.09799790374934673
Avg acc per 401 - 500 batch (val) 21.125%
Validation batch 500/827
Avg loss per 501 - 600 batch (val) 0.09783589631319047
Avg acc per 501 - 600 batch (val) 21.59375%
Validation batch 600/827
Avg loss per 601 - 700 batch (val) 0.0979073640704155
Avg acc per 601 - 700 batch (val) 21.3125%
Validation batch 700/827
Avg loss per 701 - 800 batch (val) 0.097916709035635
Avg acc per 701 - 800 batch (val) 21.375%
Validation batch 800/827
Avg loss per 801 - 900 batch (val) 0.09819560557603836
Avg acc per 801 - 900 batch (val) 20.46875%
Epoch 1 result:
Avg loss (train): 0.1005
Avg acc (train): 0.1348%
Avg loss (val): 0.0982
Avg acc (val): 20.7503%
--------------------
Training completed in 65m 18s
Best acc: 20.7503%