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LogNonAtention1.txt
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Epoch 1/1
--------------------
TRAINING
Training batch 0/3856
Avg loss per 1 - 100 batch (train) 0.10313050448894501
Avg acc per 1 - 100 batch (train) 3.125%
Training batch 100/3856
Avg loss per 101 - 200 batch (train) 0.09920964449644089
Avg acc per 101 - 200 batch (train) 9.625%
Training batch 200/3856
Avg loss per 201 - 300 batch (train) 0.09578637361526489
Avg acc per 201 - 300 batch (train) 14.21875%
Training batch 300/3856
Avg loss per 301 - 400 batch (train) 0.0931745695322752
Avg acc per 301 - 400 batch (train) 16.59375%
Training batch 400/3856
Avg loss per 401 - 500 batch (train) 0.09072526678442955
Avg acc per 401 - 500 batch (train) 18.03125%
Training batch 500/3856
Avg loss per 501 - 600 batch (train) 0.08726256877183915
Avg acc per 501 - 600 batch (train) 19.78125%
Training batch 600/3856
Avg loss per 601 - 700 batch (train) 0.08524315692484379
Avg acc per 601 - 700 batch (train) 22.46875%
Training batch 700/3856
Avg loss per 701 - 800 batch (train) 0.0821777032315731
Avg acc per 701 - 800 batch (train) 24.96875%
Training batch 800/3856
Avg loss per 801 - 900 batch (train) 0.0787783830985427
Avg acc per 801 - 900 batch (train) 27.78125%
Training batch 900/3856
Avg loss per 901 - 1000 batch (train) 0.07709994606673717
Avg acc per 901 - 1000 batch (train) 29.1875%
Training batch 1000/3856
Avg loss per 1001 - 1100 batch (train) 0.0739051179215312
Avg acc per 1001 - 1100 batch (train) 32.6875%
Training batch 1100/3856
Avg loss per 1101 - 1200 batch (train) 0.07511294279247523
Avg acc per 1101 - 1200 batch (train) 32.125%
Training batch 1200/3856
Avg loss per 1201 - 1300 batch (train) 0.07162274725735188
Avg acc per 1201 - 1300 batch (train) 33.875%
Training batch 1300/3856
Avg loss per 1301 - 1400 batch (train) 0.07034980051219464
Avg acc per 1301 - 1400 batch (train) 35.625%
Training batch 1400/3856
Avg loss per 1401 - 1500 batch (train) 0.06800632070749998
Avg acc per 1401 - 1500 batch (train) 37.4375%
Training batch 1500/3856
Avg loss per 1501 - 1600 batch (train) 0.066331030651927
Avg acc per 1501 - 1600 batch (train) 38.125%
Training batch 1600/3856
Avg loss per 1601 - 1700 batch (train) 0.06434138894081115
Avg acc per 1601 - 1700 batch (train) 40.09375%
Training batch 1700/3856
Avg loss per 1701 - 1800 batch (train) 0.06493225235491991
Avg acc per 1701 - 1800 batch (train) 39.90625%
Training batch 1800/3856
Avg loss per 1801 - 1900 batch (train) 0.06273140478879213
Avg acc per 1801 - 1900 batch (train) 42.1875%
Training batch 1900/3856
Avg loss per 1901 - 2000 batch (train) 0.06042436573654413
Avg acc per 1901 - 2000 batch (train) 43.59375%
Training batch 2000/3856
Avg loss per 2001 - 2100 batch (train) 0.06058141302317381
Avg acc per 2001 - 2100 batch (train) 43.15625%
Training batch 2100/3856
Avg loss per 2101 - 2200 batch (train) 0.056515680365264415
Avg acc per 2101 - 2200 batch (train) 47.71875%
Training batch 2200/3856
Avg loss per 2201 - 2300 batch (train) 0.05795579932630062
Avg acc per 2201 - 2300 batch (train) 46.46875%
Training batch 2300/3856
Avg loss per 2301 - 2400 batch (train) 0.055092299468815324
Avg acc per 2301 - 2400 batch (train) 49.40625%
Training batch 2400/3856
Avg loss per 2401 - 2500 batch (train) 0.054763167202472686
Avg acc per 2401 - 2500 batch (train) 48.96875%
Training batch 2500/3856
Avg loss per 2501 - 2600 batch (train) 0.05441680759191513
Avg acc per 2501 - 2600 batch (train) 49.5%
Training batch 2600/3856
Avg loss per 2601 - 2700 batch (train) 0.05098526999354362
Avg acc per 2601 - 2700 batch (train) 53.1875%
Training batch 2700/3856
Avg loss per 2701 - 2800 batch (train) 0.051239539198577405
Avg acc per 2701 - 2800 batch (train) 51.53125%
Training batch 2800/3856
Avg loss per 2801 - 2900 batch (train) 0.05068851411342621
Avg acc per 2801 - 2900 batch (train) 52.65625%
Training batch 2900/3856
Avg loss per 2901 - 3000 batch (train) 0.05016596119850874
Avg acc per 2901 - 3000 batch (train) 53.25%
Training batch 3000/3856
Avg loss per 3001 - 3100 batch (train) 0.04749323077499867
Avg acc per 3001 - 3100 batch (train) 56.5625%
Training batch 3100/3856
Avg loss per 3101 - 3200 batch (train) 0.04698663579300046
Avg acc per 3101 - 3200 batch (train) 56.40625%
Training batch 3200/3856
Avg loss per 3201 - 3300 batch (train) 0.04727645799517632
Avg acc per 3201 - 3300 batch (train) 56.6875%
Training batch 3300/3856
Avg loss per 3301 - 3400 batch (train) 0.04560613697394729
Avg acc per 3301 - 3400 batch (train) 58.21875%
Training batch 3400/3856
Avg loss per 3401 - 3500 batch (train) 0.04597979806363583
Avg acc per 3401 - 3500 batch (train) 57.5625%
Training batch 3500/3856
Avg loss per 3501 - 3600 batch (train) 0.043202517088502645
Avg acc per 3501 - 3600 batch (train) 60.3125%
Training batch 3600/3856
Avg loss per 3601 - 3700 batch (train) 0.04479728728532791
Avg acc per 3601 - 3700 batch (train) 58.34375%
Training batch 3700/3856
Avg loss per 3701 - 3800 batch (train) 0.0417821273393929
Avg acc per 3701 - 3800 batch (train) 61.46875%
Training batch 3800/3856
Avg loss per 3801 - 3900 batch (train) 0.043353211544454096
Avg acc per 3801 - 3900 batch (train) 59.5625%
Epoch 1 result:
Avg loss (train): 0.0633
Avg acc (train): 0.4181
MESURE ACCURACY ON TRAIN AND VALIDATION
Train batch 0/827
Avg loss per 1 - 100 batch (train) 0.0485580712556839
Avg acc per 1 - 100 batch (train) 56.25%
Train batch 100/827
Avg loss per 101 - 200 batch (train) 0.04751719515955094
Avg acc per 101 - 200 batch (train) 56.09529702970297%
Train batch 200/827
Avg loss per 201 - 300 batch (train) 0.04729535892160971
Avg acc per 201 - 300 batch (train) 56.77860696517413%
Train batch 300/827
Avg loss per 301 - 400 batch (train) 0.0472900191711825
Avg acc per 301 - 400 batch (train) 56.665282392026576%
Train batch 400/827
Avg loss per 401 - 500 batch (train) 0.04715389666841958
Avg acc per 401 - 500 batch (train) 56.811097256857856%
Train batch 500/827
Avg loss per 501 - 600 batch (train) 0.046898435213846595
Avg acc per 501 - 600 batch (train) 56.96731536926148%
Train batch 600/827
Avg loss per 601 - 700 batch (train) 0.04686210399645438
Avg acc per 601 - 700 batch (train) 56.87915973377704%
Train batch 700/827
Avg loss per 701 - 800 batch (train) 0.04687660671611145
Avg acc per 701 - 800 batch (train) 56.97218259629101%
Train batch 800/827
Avg loss per 801 - 900 batch (train) 0.04702387567139818
Avg acc per 801 - 900 batch (train) 56.85861423220974%
Validation batch 0/827
Avg loss per 1 - 100 batch (val) 0.029153212904930115
Avg acc per 1 - 100 batch (val) 78.125%
Validation batch 100/827
Avg loss per 101 - 200 batch (val) 0.0342471076734364
Avg acc per 101 - 200 batch (val) 67.78125%
Validation batch 200/827
Avg loss per 201 - 300 batch (val) 0.03360659491270781
Avg acc per 201 - 300 batch (val) 69.15625%
Validation batch 300/827
Avg loss per 301 - 400 batch (val) 0.03292397405952215
Avg acc per 301 - 400 batch (val) 69.40625%
Validation batch 400/827
Avg loss per 401 - 500 batch (val) 0.033711144141852854
Avg acc per 401 - 500 batch (val) 68.9375%
Validation batch 500/827
Avg loss per 501 - 600 batch (val) 0.034028227552771566
Avg acc per 501 - 600 batch (val) 68.5%
Validation batch 600/827
Avg loss per 601 - 700 batch (val) 0.032980501744896175
Avg acc per 601 - 700 batch (val) 69.6875%
Validation batch 700/827
Avg loss per 701 - 800 batch (val) 0.03581191122531891
Avg acc per 701 - 800 batch (val) 66.8125%
Validation batch 800/827
Avg loss per 801 - 900 batch (val) 0.03431949703022838
Avg acc per 801 - 900 batch (val) 68.71875%
Epoch 1 result:
Avg loss (train): 0.0633
Avg acc (train): 0.4181
Avg loss (val): 0.0340
Avg acc (val): 68.6269
--------------------
Training completed in 70m 30s
Best acc: 68.6269