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V2.txt
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Epoch 1/1
--------------------
TRAINING
Training batch 0/3856
Avg loss per 1 - 100 batch (train) 0.18195712566375732
Avg acc per 1 - 100 batch (train) 18.75%
Training batch 100/3856
Avg loss per 101 - 200 batch (train) 0.0859766674414277
Avg acc per 101 - 200 batch (train) 33.90625%
Training batch 200/3856
Avg loss per 201 - 300 batch (train) 0.06580014575272798
Avg acc per 201 - 300 batch (train) 39.84375%
Training batch 300/3856
Avg loss per 301 - 400 batch (train) 0.057924805097281935
Avg acc per 301 - 400 batch (train) 46.75%
Training batch 400/3856
Avg loss per 401 - 500 batch (train) 0.05314316723495722
Avg acc per 401 - 500 batch (train) 49.90625%
Training batch 500/3856
Avg loss per 501 - 600 batch (train) 0.04960062220692635
Avg acc per 501 - 600 batch (train) 53.8125%
Training batch 600/3856
Avg loss per 601 - 700 batch (train) 0.04785741880536079
Avg acc per 601 - 700 batch (train) 54.875%
Training batch 700/3856
Avg loss per 701 - 800 batch (train) 0.04711190141737461
Avg acc per 701 - 800 batch (train) 57.0%
Training batch 800/3856
Avg loss per 801 - 900 batch (train) 0.045461358521133664
Avg acc per 801 - 900 batch (train) 56.96875%
Training batch 900/3856
Avg loss per 901 - 1000 batch (train) 0.042091988250613215
Avg acc per 901 - 1000 batch (train) 60.3125%
Training batch 1000/3856
Avg loss per 1001 - 1100 batch (train) 0.043460243567824366
Avg acc per 1001 - 1100 batch (train) 58.5%
Training batch 1100/3856
Avg loss per 1101 - 1200 batch (train) 0.040052314102649686
Avg acc per 1101 - 1200 batch (train) 61.96875%
Training batch 1200/3856
Avg loss per 1201 - 1300 batch (train) 0.04141462141647935
Avg acc per 1201 - 1300 batch (train) 61.875%
Training batch 1300/3856
Avg loss per 1301 - 1400 batch (train) 0.041144034154713155
Avg acc per 1301 - 1400 batch (train) 62.3125%
Training batch 1400/3856
Avg loss per 1401 - 1500 batch (train) 0.04140761991962791
Avg acc per 1401 - 1500 batch (train) 62.0%
Training batch 1500/3856
Avg loss per 1501 - 1600 batch (train) 0.038944974988698956
Avg acc per 1501 - 1600 batch (train) 63.5%
Training batch 1600/3856
Avg loss per 1601 - 1700 batch (train) 0.038310235496610404
Avg acc per 1601 - 1700 batch (train) 65.03125%
Training batch 1700/3856
Avg loss per 1701 - 1800 batch (train) 0.0369325265660882
Avg acc per 1701 - 1800 batch (train) 66.9375%
Training batch 1800/3856
Avg loss per 1801 - 1900 batch (train) 0.03844173021614552
Avg acc per 1801 - 1900 batch (train) 64.09375%
Training batch 1900/3856
Avg loss per 1901 - 2000 batch (train) 0.03875734271481633
Avg acc per 1901 - 2000 batch (train) 65.15625%
Training batch 2000/3856
Avg loss per 2001 - 2100 batch (train) 0.03601836279034615
Avg acc per 2001 - 2100 batch (train) 66.59375%
Training batch 2100/3856
Avg loss per 2101 - 2200 batch (train) 0.0359858999401331
Avg acc per 2101 - 2200 batch (train) 66.9375%
Training batch 2200/3856
Avg loss per 2201 - 2300 batch (train) 0.03535457104444504
Avg acc per 2201 - 2300 batch (train) 67.125%
Training batch 2300/3856
Avg loss per 2301 - 2400 batch (train) 0.03428737930953503
Avg acc per 2301 - 2400 batch (train) 69.0%
Training batch 2400/3856
Avg loss per 2401 - 2500 batch (train) 0.0345307682454586
Avg acc per 2401 - 2500 batch (train) 67.0625%
Training batch 2500/3856
Avg loss per 2501 - 2600 batch (train) 0.03404317108914256
Avg acc per 2501 - 2600 batch (train) 69.28125%
Training batch 2600/3856
Avg loss per 2601 - 2700 batch (train) 0.03474855748936534
Avg acc per 2601 - 2700 batch (train) 68.78125%
Training batch 2700/3856
Avg loss per 2701 - 2800 batch (train) 0.03423336215317249
Avg acc per 2701 - 2800 batch (train) 68.5625%
Training batch 2800/3856
Avg loss per 2801 - 2900 batch (train) 0.031905874460935596
Avg acc per 2801 - 2900 batch (train) 70.6875%
Training batch 2900/3856
Avg loss per 2901 - 3000 batch (train) 0.03263437286019325
Avg acc per 2901 - 3000 batch (train) 70.03125%
Training batch 3000/3856
Avg loss per 3001 - 3100 batch (train) 0.032514494117349385
Avg acc per 3001 - 3100 batch (train) 69.5%
Training batch 3100/3856
Avg loss per 3101 - 3200 batch (train) 0.033792099300771955
Avg acc per 3101 - 3200 batch (train) 68.6875%
Training batch 3200/3856
Avg loss per 3201 - 3300 batch (train) 0.032761004269123074
Avg acc per 3201 - 3300 batch (train) 70.0625%
Training batch 3300/3856
Avg loss per 3301 - 3400 batch (train) 0.03253096759319305
Avg acc per 3301 - 3400 batch (train) 70.90625%
Training batch 3400/3856
Avg loss per 3401 - 3500 batch (train) 0.030871570836752654
Avg acc per 3401 - 3500 batch (train) 71.65625%
Training batch 3500/3856
Avg loss per 3501 - 3600 batch (train) 0.031612796783447264
Avg acc per 3501 - 3600 batch (train) 71.21875%
Training batch 3600/3856
Avg loss per 3601 - 3700 batch (train) 0.030891654491424562
Avg acc per 3601 - 3700 batch (train) 71.59375%
Training batch 3700/3856
Avg loss per 3701 - 3800 batch (train) 0.028986480366438628
Avg acc per 3701 - 3800 batch (train) 73.375%
Training batch 3800/3856
Avg loss per 3801 - 3900 batch (train) 0.030810093935579062
Avg acc per 3801 - 3900 batch (train) 71.78125%
Epoch 1 result:
Avg loss (train): 0.0399
Avg acc (train): 0.0000
MESURE ACCURACY ON TRAIN AND VALIDATION
Train batch 0/827
Avg loss per 1 - 100 batch (train) 0.018987882882356644
Avg acc per 1 - 100 batch (train) 84.375%
Train batch 100/827
Avg loss per 101 - 200 batch (train) 0.030137586444247477
Avg acc per 101 - 200 batch (train) 72.55569306930693%
Train batch 200/827
Avg loss per 201 - 300 batch (train) 0.029778817163511592
Avg acc per 201 - 300 batch (train) 72.69900497512438%
Train batch 300/827
Avg loss per 301 - 400 batch (train) 0.030000604187877866
Avg acc per 301 - 400 batch (train) 72.50830564784053%
Train batch 400/827
Avg loss per 401 - 500 batch (train) 0.02974349894837251
Avg acc per 401 - 500 batch (train) 72.80236907730674%
Train batch 500/827
Avg loss per 501 - 600 batch (train) 0.03004046393458001
Avg acc per 501 - 600 batch (train) 72.67964071856288%
Train batch 600/827
Avg loss per 601 - 700 batch (train) 0.030346897900253286
Avg acc per 601 - 700 batch (train) 72.30657237936772%
Train batch 700/827
Avg loss per 701 - 800 batch (train) 0.030487735450172134
Avg acc per 701 - 800 batch (train) 72.23163338088445%
Train batch 800/827
Avg loss per 801 - 900 batch (train) 0.030370335423674774
Avg acc per 801 - 900 batch (train) 72.2378277153558%
Validation batch 0/827
Avg loss per 1 - 100 batch (val) 0.03195028007030487
Avg acc per 1 - 100 batch (val) 71.875%
Validation batch 100/827
Avg loss per 101 - 200 batch (val) 0.01774365865625441
Avg acc per 101 - 200 batch (val) 82.78125%
Validation batch 200/827
Avg loss per 201 - 300 batch (val) 0.018108850815333425
Avg acc per 201 - 300 batch (val) 83.6875%
Validation batch 300/827
Avg loss per 301 - 400 batch (val) 0.017625323985703288
Avg acc per 301 - 400 batch (val) 83.46875%
Validation batch 400/827
Avg loss per 401 - 500 batch (val) 0.018529236000031233
Avg acc per 401 - 500 batch (val) 83.09375%
Validation batch 500/827
Avg loss per 501 - 600 batch (val) 0.018746528713963925
Avg acc per 501 - 600 batch (val) 82.34375%
Validation batch 600/827
Avg loss per 601 - 700 batch (val) 0.018559387265704573
Avg acc per 601 - 700 batch (val) 82.5%
Validation batch 700/827
Avg loss per 701 - 800 batch (val) 0.01863289489876479
Avg acc per 701 - 800 batch (val) 82.34375%
Validation batch 800/827
Avg loss per 801 - 900 batch (val) 0.018126473957672716
Avg acc per 801 - 900 batch (val) 83.03125%
Epoch 1 result:
Avg loss (train): 0.0399
Avg acc (train): 0.0000
Avg loss (val): 0.0183
Avg acc (val): 0.0000
--------------------
Training completed in 67m 12s
Best acc: 0.0000