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LogPreantrenated3.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) 0.09712138026952744
Avg acc per 1 - 100 batch (train) 21.875%
Training batch 100/3856
Avg loss per 101 - 200 batch (train) 0.09705994635820389
Avg acc per 101 - 200 batch (train) 22.21875%
Training batch 200/3856
Avg loss per 201 - 300 batch (train) 0.09657607160508633
Avg acc per 201 - 300 batch (train) 23.59375%
Training batch 300/3856
Avg loss per 301 - 400 batch (train) 0.09636092826724052
Avg acc per 301 - 400 batch (train) 24.46875%
Training batch 400/3856
Avg loss per 401 - 500 batch (train) 0.09680164337158204
Avg acc per 401 - 500 batch (train) 22.78125%
Training batch 500/3856
Avg loss per 501 - 600 batch (train) 0.096695207208395
Avg acc per 501 - 600 batch (train) 23.21875%
Training batch 600/3856
Avg loss per 601 - 700 batch (train) 0.09702402696013451
Avg acc per 601 - 700 batch (train) 23.0%
Training batch 700/3856
Avg loss per 701 - 800 batch (train) 0.09642939306795598
Avg acc per 701 - 800 batch (train) 24.875%
Training batch 800/3856
Avg loss per 801 - 900 batch (train) 0.09656625561416149
Avg acc per 801 - 900 batch (train) 23.96875%
Training batch 900/3856
Avg loss per 901 - 1000 batch (train) 0.09589503630995751
Avg acc per 901 - 1000 batch (train) 25.9375%
Training batch 1000/3856
Avg loss per 1001 - 1100 batch (train) 0.09671240046620369
Avg acc per 1001 - 1100 batch (train) 23.8125%
Training batch 1100/3856
Avg loss per 1101 - 1200 batch (train) 0.09642690628767013
Avg acc per 1101 - 1200 batch (train) 24.4375%
Training batch 1200/3856
Avg loss per 1201 - 1300 batch (train) 0.09638101346790791
Avg acc per 1201 - 1300 batch (train) 24.28125%
Training batch 1300/3856
Avg loss per 1301 - 1400 batch (train) 0.09645725645124913
Avg acc per 1301 - 1400 batch (train) 24.15625%
Training batch 1400/3856
Avg loss per 1401 - 1500 batch (train) 0.09607724547386169
Avg acc per 1401 - 1500 batch (train) 25.59375%
Training batch 1500/3856
Avg loss per 1501 - 1600 batch (train) 0.09582810819149018
Avg acc per 1501 - 1600 batch (train) 25.78125%
Training batch 1600/3856
Avg loss per 1601 - 1700 batch (train) 0.09595783665776253
Avg acc per 1601 - 1700 batch (train) 25.71875%
Training batch 1700/3856
Avg loss per 1701 - 1800 batch (train) 0.09572995513677597
Avg acc per 1701 - 1800 batch (train) 26.5%
Training batch 1800/3856
Avg loss per 1801 - 1900 batch (train) 0.09596978105604649
Avg acc per 1801 - 1900 batch (train) 25.46875%
Training batch 1900/3856
Avg loss per 1901 - 2000 batch (train) 0.09551842600107192
Avg acc per 1901 - 2000 batch (train) 26.375%
Training batch 2000/3856
Avg loss per 2001 - 2100 batch (train) 0.09589376904070378
Avg acc per 2001 - 2100 batch (train) 25.5%
Training batch 2100/3856
Avg loss per 2101 - 2200 batch (train) 0.09597970277071
Avg acc per 2101 - 2200 batch (train) 25.21875%
Training batch 2200/3856
Avg loss per 2201 - 2300 batch (train) 0.095654708892107
Avg acc per 2201 - 2300 batch (train) 26.125%
Training batch 2300/3856
Avg loss per 2301 - 2400 batch (train) 0.09542504943907261
Avg acc per 2301 - 2400 batch (train) 27.0625%
Training batch 2400/3856
Avg loss per 2401 - 2500 batch (train) 0.09581123612821102
Avg acc per 2401 - 2500 batch (train) 25.6875%
Training batch 2500/3856
Avg loss per 2501 - 2600 batch (train) 0.09568761982023716
Avg acc per 2501 - 2600 batch (train) 26.1875%
Training batch 2600/3856
Avg loss per 2601 - 2700 batch (train) 0.09565486051142216
Avg acc per 2601 - 2700 batch (train) 26.03125%
Training batch 2700/3856
Avg loss per 2701 - 2800 batch (train) 0.09579096242785454
Avg acc per 2701 - 2800 batch (train) 25.90625%
Training batch 2800/3856
Avg loss per 2801 - 2900 batch (train) 0.09544162459671497
Avg acc per 2801 - 2900 batch (train) 26.8125%
Training batch 2900/3856
Avg loss per 2901 - 3000 batch (train) 0.09456796541810036
Avg acc per 2901 - 3000 batch (train) 29.125%
Training batch 3000/3856
Avg loss per 3001 - 3100 batch (train) 0.09484917223453522
Avg acc per 3001 - 3100 batch (train) 28.21875%
Training batch 3100/3856
Avg loss per 3101 - 3200 batch (train) 0.09568035408854485
Avg acc per 3101 - 3200 batch (train) 25.78125%
Training batch 3200/3856
Avg loss per 3201 - 3300 batch (train) 0.09542186982929707
Avg acc per 3201 - 3300 batch (train) 26.65625%
Training batch 3300/3856
Avg loss per 3301 - 3400 batch (train) 0.09541569471359253
Avg acc per 3301 - 3400 batch (train) 26.4375%
Training batch 3400/3856
Avg loss per 3401 - 3500 batch (train) 0.0957577334344387
Avg acc per 3401 - 3500 batch (train) 25.40625%
Training batch 3500/3856
Avg loss per 3501 - 3600 batch (train) 0.09530886061489582
Avg acc per 3501 - 3600 batch (train) 26.625%
Training batch 3600/3856
Avg loss per 3601 - 3700 batch (train) 0.09546585649251937
Avg acc per 3601 - 3700 batch (train) 26.34375%
Training batch 3700/3856
Avg loss per 3701 - 3800 batch (train) 0.09488809123635292
Avg acc per 3701 - 3800 batch (train) 28.25%
Training batch 3800/3856
Avg loss per 3801 - 3900 batch (train) 0.09491130888462067
Avg acc per 3801 - 3900 batch (train) 27.71875%
Epoch 1 result:
Avg loss (train): 0.0959
Avg acc (train): 0.2558
MESURE ACCURACY ON TRAIN AND VALIDATION
Train batch 0/827
Avg loss per 1 - 100 batch (train) 0.09812942147254944
Avg acc per 1 - 100 batch (train) 18.75%
Train batch 100/827
Avg loss per 101 - 200 batch (train) 0.0953085669639087
Avg acc per 101 - 200 batch (train) 27.44430693069307%
Train batch 200/827
Avg loss per 201 - 300 batch (train) 0.09530663290130559
Avg acc per 201 - 300 batch (train) 27.300995024875622%
Train batch 300/827
Avg loss per 301 - 400 batch (train) 0.09514318013013004
Avg acc per 301 - 400 batch (train) 27.865448504983387%
Train batch 400/827
Avg loss per 401 - 500 batch (train) 0.09512862369901225
Avg acc per 401 - 500 batch (train) 27.813279301745634%
Train batch 500/827
Avg loss per 501 - 600 batch (train) 0.0952052360106847
Avg acc per 501 - 600 batch (train) 27.52619760479042%
Train batch 600/827
Avg loss per 601 - 700 batch (train) 0.09510406674491784
Avg acc per 601 - 700 batch (train) 27.807820299500833%
Train batch 700/827
Avg loss per 701 - 800 batch (train) 0.09507499882863693
Avg acc per 701 - 800 batch (train) 27.884272467902996%
Train batch 800/827
Avg loss per 801 - 900 batch (train) 0.09508730153949668
Avg acc per 801 - 900 batch (train) 27.875312109862673%
Validation batch 0/827
Avg loss per 1 - 100 batch (val) 0.09522697329521179
Avg acc per 1 - 100 batch (val) 28.125%
Validation batch 100/827
Avg loss per 101 - 200 batch (val) 0.09374224074184895
Avg acc per 101 - 200 batch (val) 31.4375%
Validation batch 200/827
Avg loss per 201 - 300 batch (val) 0.09395768225193024
Avg acc per 201 - 300 batch (val) 30.78125%
Validation batch 300/827
Avg loss per 301 - 400 batch (val) 0.09399408929049968
Avg acc per 301 - 400 batch (val) 30.53125%
Validation batch 400/827
Avg loss per 401 - 500 batch (val) 0.09421805545687675
Avg acc per 401 - 500 batch (val) 30.25%
Validation batch 500/827
Avg loss per 501 - 600 batch (val) 0.0943160492181778
Avg acc per 501 - 600 batch (val) 29.59375%
Validation batch 600/827
Avg loss per 601 - 700 batch (val) 0.09422085024416446
Avg acc per 601 - 700 batch (val) 30.4375%
Validation batch 700/827
Avg loss per 701 - 800 batch (val) 0.0939482344686985
Avg acc per 701 - 800 batch (val) 30.625%
Validation batch 800/827
Avg loss per 801 - 900 batch (val) 0.09383515581488609
Avg acc per 801 - 900 batch (val) 31.3125%
Epoch 1 result:
Avg loss (train): 0.0959
Avg acc (train): 0.2558%
Avg loss (val): 0.0941
Avg acc (val): 30.5412%
--------------------
Training completed in 65m 53s
Best acc: 30.5412%