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LogAttentionOneLoss2.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) 0.09928391128778458
Avg acc per 1 - 100 batch (train) 18.75%
Training batch 100/3856
Avg loss per 101 - 200 batch (train) 0.09860016450285912
Avg acc per 101 - 200 batch (train) 19.40625%
Training batch 200/3856
Avg loss per 201 - 300 batch (train) 0.0987161124497652
Avg acc per 201 - 300 batch (train) 18.875%
Training batch 300/3856
Avg loss per 301 - 400 batch (train) 0.09835634715855121
Avg acc per 301 - 400 batch (train) 20.25%
Training batch 400/3856
Avg loss per 401 - 500 batch (train) 0.09828742980957031
Avg acc per 401 - 500 batch (train) 20.53125%
Training batch 500/3856
Avg loss per 501 - 600 batch (train) 0.0983574315905571
Avg acc per 501 - 600 batch (train) 20.28125%
Training batch 600/3856
Avg loss per 601 - 700 batch (train) 0.09801490351557732
Avg acc per 601 - 700 batch (train) 21.28125%
Training batch 700/3856
Avg loss per 701 - 800 batch (train) 0.09860432021319866
Avg acc per 701 - 800 batch (train) 19.34375%
Training batch 800/3856
Avg loss per 801 - 900 batch (train) 0.09830590128898621
Avg acc per 801 - 900 batch (train) 20.40625%
Training batch 900/3856
Avg loss per 901 - 1000 batch (train) 0.09841661296784877
Avg acc per 901 - 1000 batch (train) 19.84375%
Training batch 1000/3856
Avg loss per 1001 - 1100 batch (train) 0.09810168266296387
Avg acc per 1001 - 1100 batch (train) 21.0%
Training batch 1100/3856
Avg loss per 1101 - 1200 batch (train) 0.09851041369140148
Avg acc per 1101 - 1200 batch (train) 19.5625%
Training batch 1200/3856
Avg loss per 1201 - 1300 batch (train) 0.09847730748355389
Avg acc per 1201 - 1300 batch (train) 19.5625%
Training batch 1300/3856
Avg loss per 1301 - 1400 batch (train) 0.09831243731081486
Avg acc per 1301 - 1400 batch (train) 20.25%
Training batch 1400/3856
Avg loss per 1401 - 1500 batch (train) 0.09802125409245491
Avg acc per 1401 - 1500 batch (train) 21.09375%
Training batch 1500/3856
Avg loss per 1501 - 1600 batch (train) 0.09849835984408856
Avg acc per 1501 - 1600 batch (train) 19.4375%
Training batch 1600/3856
Avg loss per 1601 - 1700 batch (train) 0.0983518822491169
Avg acc per 1601 - 1700 batch (train) 20.03125%
Training batch 1700/3856
Avg loss per 1701 - 1800 batch (train) 0.09811615318059921
Avg acc per 1701 - 1800 batch (train) 20.5625%
Training batch 1800/3856
Avg loss per 1801 - 1900 batch (train) 0.09772505775094033
Avg acc per 1801 - 1900 batch (train) 22.15625%
Training batch 1900/3856
Avg loss per 1901 - 2000 batch (train) 0.0981825828552246
Avg acc per 1901 - 2000 batch (train) 20.65625%
Training batch 2000/3856
Avg loss per 2001 - 2100 batch (train) 0.09779353365302086
Avg acc per 2001 - 2100 batch (train) 22.0%
Training batch 2100/3856
Avg loss per 2101 - 2200 batch (train) 0.09807338476181031
Avg acc per 2101 - 2200 batch (train) 20.78125%
Training batch 2200/3856
Avg loss per 2201 - 2300 batch (train) 0.09810666419565678
Avg acc per 2201 - 2300 batch (train) 20.6875%
Training batch 2300/3856
Avg loss per 2301 - 2400 batch (train) 0.0982899396121502
Avg acc per 2301 - 2400 batch (train) 19.78125%
Training batch 2400/3856
Avg loss per 2401 - 2500 batch (train) 0.09822917476296425
Avg acc per 2401 - 2500 batch (train) 20.09375%
Training batch 2500/3856
Avg loss per 2501 - 2600 batch (train) 0.098309840336442
Avg acc per 2501 - 2600 batch (train) 20.0%
Training batch 2600/3856
Avg loss per 2601 - 2700 batch (train) 0.09796999275684357
Avg acc per 2601 - 2700 batch (train) 21.25%
Training batch 2700/3856
Avg loss per 2701 - 2800 batch (train) 0.09796201691031456
Avg acc per 2701 - 2800 batch (train) 21.375%
Training batch 2800/3856
Avg loss per 2801 - 2900 batch (train) 0.09794998973608017
Avg acc per 2801 - 2900 batch (train) 21.75%
Training batch 2900/3856
Avg loss per 2901 - 3000 batch (train) 0.09760301649570464
Avg acc per 2901 - 3000 batch (train) 23.09375%
Training batch 3000/3856
Avg loss per 3001 - 3100 batch (train) 0.0977452577650547
Avg acc per 3001 - 3100 batch (train) 23.21875%
Training batch 3100/3856
Avg loss per 3101 - 3200 batch (train) 0.09733121484518051
Avg acc per 3101 - 3200 batch (train) 24.0625%
Training batch 3200/3856
Avg loss per 3201 - 3300 batch (train) 0.097415254637599
Avg acc per 3201 - 3300 batch (train) 23.6875%
Training batch 3300/3856
Avg loss per 3301 - 3400 batch (train) 0.0972802522033453
Avg acc per 3301 - 3400 batch (train) 23.71875%
Training batch 3400/3856
Avg loss per 3401 - 3500 batch (train) 0.09720261931419373
Avg acc per 3401 - 3500 batch (train) 24.34375%
Training batch 3500/3856
Avg loss per 3501 - 3600 batch (train) 0.09711175292730331
Avg acc per 3501 - 3600 batch (train) 24.375%
Training batch 3600/3856
Avg loss per 3601 - 3700 batch (train) 0.09763535544276238
Avg acc per 3601 - 3700 batch (train) 22.5625%
Training batch 3700/3856
Avg loss per 3701 - 3800 batch (train) 0.0976366326957941
Avg acc per 3701 - 3800 batch (train) 22.90625%
Training batch 3800/3856
Avg loss per 3801 - 3900 batch (train) 0.09732697069644929
Avg acc per 3801 - 3900 batch (train) 23.78125%
Epoch 1 result:
Avg loss (train): 0.0980
Avg acc (train): 0.2132
MESURE ACCURACY ON TRAIN AND VALIDATION
Train batch 0/827
Avg loss per 1 - 100 batch (train) 0.09316792339086533
Avg acc per 1 - 100 batch (train) 37.5%
Train batch 100/827
Avg loss per 101 - 200 batch (train) 0.09711498449934591
Avg acc per 101 - 200 batch (train) 24.566831683168317%
Train batch 200/827
Avg loss per 201 - 300 batch (train) 0.0971217980951219
Avg acc per 201 - 300 batch (train) 24.518034825870647%
Train batch 300/827
Avg loss per 301 - 400 batch (train) 0.0973026835393668
Avg acc per 301 - 400 batch (train) 23.89950166112957%
Train batch 400/827
Avg loss per 401 - 500 batch (train) 0.0971435707926453
Avg acc per 401 - 500 batch (train) 24.38435162094763%
Train batch 500/827
Avg loss per 501 - 600 batch (train) 0.09720067183176677
Avg acc per 501 - 600 batch (train) 24.170409181636728%
Train batch 600/827
Avg loss per 601 - 700 batch (train) 0.09718292485457689
Avg acc per 601 - 700 batch (train) 24.22524958402662%
Train batch 700/827
Avg loss per 701 - 800 batch (train) 0.09714702543365462
Avg acc per 701 - 800 batch (train) 24.322396576319544%
Train batch 800/827
Avg loss per 801 - 900 batch (train) 0.09711277756500482
Avg acc per 801 - 900 batch (train) 24.442103620474406%
Validation batch 0/827
Avg loss per 1 - 100 batch (val) 0.09561240673065186
Avg acc per 1 - 100 batch (val) 28.125%
Validation batch 100/827
Avg loss per 101 - 200 batch (val) 0.09629043117165566
Avg acc per 101 - 200 batch (val) 26.625%
Validation batch 200/827
Avg loss per 201 - 300 batch (val) 0.0962274818867445
Avg acc per 201 - 300 batch (val) 27.1875%
Validation batch 300/827
Avg loss per 301 - 400 batch (val) 0.09662793844938278
Avg acc per 301 - 400 batch (val) 25.90625%
Validation batch 400/827
Avg loss per 401 - 500 batch (val) 0.09622795313596726
Avg acc per 401 - 500 batch (val) 27.125%
Validation batch 500/827
Avg loss per 501 - 600 batch (val) 0.09665985822677613
Avg acc per 501 - 600 batch (val) 25.4375%
Validation batch 600/827
Avg loss per 601 - 700 batch (val) 0.09668184012174606
Avg acc per 601 - 700 batch (val) 25.4375%
Validation batch 700/827
Avg loss per 701 - 800 batch (val) 0.09657555818557739
Avg acc per 701 - 800 batch (val) 25.90625%
Validation batch 800/827
Avg loss per 801 - 900 batch (val) 0.09660435229539871
Avg acc per 801 - 900 batch (val) 25.75%
Epoch 1 result:
Avg loss (train): 0.0980
Avg acc (train): 0.2132%
Avg loss (val): 0.0966
Avg acc (val): 26.1392%
--------------------
Training completed in 66m 32s
Best acc: 26.1392%