/Users/trevor/Documents/GitHub/CIS663-ResearchProject/.venv/bin/python /Users/trevor/Documents/GitHub/CIS663-ResearchProject/main.py
Path to dataset files: /Users/trevor/.cache/kagglehub/datasets/trainingdatapro/age-detection-human-faces-18-60-years/versions/1
Files in dataset: ['age_detection.csv', '.DS_Store', 'test', 'train']
/Users/trevor/Documents/GitHub/CIS663-ResearchProject/.venv/lib/python3.13/site-packages/torchvision/transforms/v2/_deprecated.py:42: UserWarning: The transform `ToTensor()` is deprecated and will be removed in a future release. Instead, please use `v2.Compose([v2.ToImage(), v2.ToDtype(torch.float32, scale=True)])`.Output is equivalent up to float precision.
  warnings.warn(
Metal GPU detected
Feature batch shape: torch.Size([16, 3, 224, 224])
Labels batch shape: torch.Size([16])
Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers). Got range [-0.9843137..0.992157].
Label: 4
Image batch shape: torch.Size([16, 3, 224, 224])
Label batch shape: torch.Size([16])
Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers). Got range [-1.0..1.0].
EPOCH 1:
/Users/trevor/Documents/GitHub/CIS663-ResearchProject/.venv/lib/python3.13/site-packages/torch/nn/modules/module.py:1751: UserWarning: Implicit dimension choice for softmax has been deprecated. Change the call to include dim=X as an argument.
  return self._call_impl(*args, **kwargs)
	batch 1 loss: 1.6004478931427002
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6070358753204346
	batch 3 loss: 1.6051055192947388
	batch 4 loss: 1.6183037757873535
	batch 5 loss: 1.6017680168151855
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6290022134780884
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6033345460891724
	batch 8 loss: 1.6132303476333618
	batch 9 loss: 1.612830638885498
	batch 10 loss: 1.6027177572250366
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6027177572250366 valid 1.609403371810913
EPOCH 2:
	batch 1 loss: 1.5986664295196533
	batch 2 loss: 1.6177171468734741
	batch 3 loss: 1.6059437990188599
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6066656112670898
	batch 5 loss: 1.6046022176742554
	batch 6 loss: 1.6218552589416504
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6082580089569092
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6158382892608643
	batch 9 loss: 1.6107521057128906
	batch 10 loss: 1.6039105653762817
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6039105653762817 valid 1.609484076499939
EPOCH 3:
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.610032558441162
	batch 2 loss: 1.6039667129516602
	batch 3 loss: 1.6148600578308105
	batch 4 loss: 1.6187862157821655
	batch 5 loss: 1.6120504140853882
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6072897911071777
	batch 7 loss: 1.6077065467834473
	batch 8 loss: 1.6081953048706055
	batch 9 loss: 1.6077171564102173
	batch 10 loss: 1.6034164428710938
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6034164428710938 valid 1.6094917058944702
EPOCH 4:
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6047782897949219
	batch 2 loss: 1.6080596446990967
	batch 3 loss: 1.617365837097168
	batch 4 loss: 1.610358715057373
	batch 5 loss: 1.6098272800445557
	batch 6 loss: 1.6075420379638672
	batch 7 loss: 1.6130141019821167
	batch 8 loss: 1.603912353515625
	batch 9 loss: 1.6174046993255615
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.598427414894104
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.598427414894104 valid 1.6097385883331299
EPOCH 5:
	batch 1 loss: 1.6039255857467651
	batch 2 loss: 1.6156034469604492
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.599273681640625
	batch 4 loss: 1.6173678636550903
	batch 5 loss: 1.6114293336868286
	batch 6 loss: 1.611938238143921
	batch 7 loss: 1.598276138305664
	batch 8 loss: 1.6175920963287354
	batch 9 loss: 1.6085914373397827
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6204229593276978
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6204229593276978 valid 1.608742117881775
EPOCH 6:
	batch 1 loss: 1.6188995838165283
	batch 2 loss: 1.617333173751831
	batch 3 loss: 1.6162253618240356
	batch 4 loss: 1.6116695404052734
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.608016014099121
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6029109954833984
	batch 7 loss: 1.5961514711380005
	batch 8 loss: 1.606197714805603
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6085686683654785
	batch 10 loss: 1.616681694984436
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.616681694984436 valid 1.6098988056182861
EPOCH 7:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6106650829315186
	batch 2 loss: 1.6246012449264526
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6119344234466553
	batch 4 loss: 1.6031579971313477
	batch 5 loss: 1.6126511096954346
	batch 6 loss: 1.6036202907562256
	batch 7 loss: 1.6107933521270752
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6077682971954346
	batch 9 loss: 1.6052484512329102
	batch 10 loss: 1.6033859252929688
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6033859252929688 valid 1.6097491979599
EPOCH 8:
	batch 1 loss: 1.611067771911621
	batch 2 loss: 1.6061551570892334
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6070104837417603
	batch 4 loss: 1.6197338104248047
	batch 5 loss: 1.6102453470230103
	batch 6 loss: 1.6115069389343262
	batch 7 loss: 1.6075248718261719
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6165382862091064
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.601707935333252
	batch 10 loss: 1.599776268005371
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.599776268005371 valid 1.6096251010894775
EPOCH 9:
	batch 1 loss: 1.6040003299713135
	batch 2 loss: 1.6236038208007812
	batch 3 loss: 1.6170002222061157
	batch 4 loss: 1.602475881576538
	batch 5 loss: 1.6056239604949951
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6181560754776
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.603609561920166
	batch 8 loss: 1.6091032028198242
	batch 9 loss: 1.607966423034668
	batch 10 loss: 1.5997419357299805
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.5997419357299805 valid 1.6102142333984375
EPOCH 10:
	batch 1 loss: 1.6114411354064941
	batch 2 loss: 1.6064198017120361
	batch 3 loss: 1.6134157180786133
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6107795238494873
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6095483303070068
	batch 6 loss: 1.610830545425415
	batch 7 loss: 1.61380934715271
	batch 8 loss: 1.6039830446243286
	batch 9 loss: 1.6087841987609863
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6067147254943848
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6067147254943848 valid 1.6101436614990234
EPOCH 11:
	batch 1 loss: 1.6115260124206543
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.614166498184204
	batch 3 loss: 1.6107752323150635
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6160683631896973
	batch 5 loss: 1.6036510467529297
	batch 6 loss: 1.6121011972427368
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.610276222229004
	batch 8 loss: 1.605405330657959
	batch 9 loss: 1.606985330581665
	batch 10 loss: 1.6014925241470337
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6014925241470337 valid 1.6100404262542725
EPOCH 12:
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6065906286239624
	batch 2 loss: 1.6104354858398438
	batch 3 loss: 1.6070168018341064
	batch 4 loss: 1.604607105255127
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6139447689056396
	batch 6 loss: 1.6065030097961426
	batch 7 loss: 1.6122725009918213
	batch 8 loss: 1.610168695449829
	batch 9 loss: 1.6136934757232666
	batch 10 loss: 1.6170088052749634
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6170088052749634 valid 1.6103041172027588
EPOCH 13:
	batch 1 loss: 1.617165446281433
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6052111387252808
	batch 3 loss: 1.6148290634155273
	batch 4 loss: 1.600980281829834
	batch 5 loss: 1.6106038093566895
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6084258556365967
	batch 7 loss: 1.6100083589553833
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6154727935791016
	batch 9 loss: 1.60573410987854
	batch 10 loss: 1.607780933380127
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.607780933380127 valid 1.6097246408462524
EPOCH 14:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.612250566482544
	batch 2 loss: 1.6067458391189575
	batch 3 loss: 1.6101809740066528
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6100592613220215
	batch 5 loss: 1.6126317977905273
	batch 6 loss: 1.6036078929901123
	batch 7 loss: 1.6162641048431396
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.608492374420166
	batch 9 loss: 1.6119422912597656
	batch 10 loss: 1.598276972770691
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.598276972770691 valid 1.6098597049713135
EPOCH 15:
	batch 1 loss: 1.6174819469451904
	batch 2 loss: 1.6052546501159668
	batch 3 loss: 1.604905128479004
	batch 4 loss: 1.6120197772979736
	batch 5 loss: 1.6065082550048828
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.5958329439163208
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6183221340179443
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.609081506729126
	batch 9 loss: 1.6130326986312866
	batch 10 loss: 1.6240277290344238
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6240277290344238 valid 1.6102964878082275
EPOCH 16:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6121972799301147
	batch 2 loss: 1.6101973056793213
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6027653217315674
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.608108401298523
	batch 5 loss: 1.6116336584091187
	batch 6 loss: 1.6072660684585571
	batch 7 loss: 1.6094415187835693
	batch 8 loss: 1.6157445907592773
	batch 9 loss: 1.6088334321975708
	batch 10 loss: 1.6139039993286133
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6139039993286133 valid 1.6093448400497437
EPOCH 17:
	batch 1 loss: 1.6148113012313843
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.5990087985992432
	batch 3 loss: 1.611679196357727
	batch 4 loss: 1.6205791234970093
	batch 5 loss: 1.6185446977615356
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6116516590118408
	batch 7 loss: 1.6064796447753906
	batch 8 loss: 1.6019617319107056
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.604337215423584
	batch 10 loss: 1.6061934232711792
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6061934232711792 valid 1.6100422143936157
EPOCH 18:
	batch 1 loss: 1.607221007347107
	batch 2 loss: 1.6240276098251343
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.5965790748596191
	batch 4 loss: 1.6068153381347656
	batch 5 loss: 1.6040408611297607
	batch 6 loss: 1.609995722770691
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6165201663970947
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.611422061920166
	batch 9 loss: 1.6152644157409668
	batch 10 loss: 1.5983924865722656
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.5983924865722656 valid 1.6093600988388062
EPOCH 19:
	batch 1 loss: 1.605405569076538
	batch 2 loss: 1.6072475910186768
	batch 3 loss: 1.604292392730713
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6125303506851196
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6168570518493652
	batch 6 loss: 1.6209394931793213
	batch 7 loss: 1.6112546920776367
	batch 8 loss: 1.6022944450378418
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.603543996810913
	batch 10 loss: 1.6183524131774902
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6183524131774902 valid 1.6097580194473267
EPOCH 20:
	batch 1 loss: 1.6042176485061646
	batch 2 loss: 1.6225435733795166
	batch 3 loss: 1.6117641925811768
	batch 4 loss: 1.611700415611267
	batch 5 loss: 1.6035621166229248
	batch 6 loss: 1.609116554260254
	batch 7 loss: 1.6103545427322388
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6086413860321045
	batch 9 loss: 1.6076734066009521
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6042324304580688
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6042324304580688 valid 1.6104692220687866
EPOCH 21:
	batch 1 loss: 1.608651876449585
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.60245680809021
	batch 3 loss: 1.609858751296997
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6097116470336914
	batch 5 loss: 1.6136486530303955
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.618561863899231
	batch 7 loss: 1.6022491455078125
	batch 8 loss: 1.609449863433838
	batch 9 loss: 1.6119310855865479
	batch 10 loss: 1.6126912832260132
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6126912832260132 valid 1.6100234985351562
EPOCH 22:
	batch 1 loss: 1.60107421875
	batch 2 loss: 1.6094340085983276
	batch 3 loss: 1.613447666168213
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6092560291290283
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6171869039535522
	batch 6 loss: 1.6123545169830322
	batch 7 loss: 1.6072293519973755
	batch 8 loss: 1.613896369934082
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6052473783493042
	batch 10 loss: 1.6060177087783813
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6060177087783813 valid 1.6103966236114502
EPOCH 23:
	batch 1 loss: 1.6118576526641846
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.616487979888916
	batch 3 loss: 1.6143181324005127
	batch 4 loss: 1.6075667142868042
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6059610843658447
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6155656576156616
	batch 7 loss: 1.597038984298706
	batch 8 loss: 1.6123056411743164
	batch 9 loss: 1.6014385223388672
	batch 10 loss: 1.6235699653625488
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6235699653625488 valid 1.609969139099121
EPOCH 24:
	batch 1 loss: 1.5965749025344849
	batch 2 loss: 1.6065764427185059
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.610459566116333
	batch 4 loss: 1.6024012565612793
	batch 5 loss: 1.6181548833847046
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6039788722991943
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6218782663345337
	batch 8 loss: 1.6112698316574097
	batch 9 loss: 1.6116117238998413
	batch 10 loss: 1.6219797134399414
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6219797134399414 valid 1.6093019247055054
EPOCH 25:
	batch 1 loss: 1.612527847290039
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6133475303649902
	batch 3 loss: 1.620039939880371
	batch 4 loss: 1.5991528034210205
	batch 5 loss: 1.6177787780761719
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6105384826660156
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6030759811401367
	batch 8 loss: 1.6047106981277466
	batch 9 loss: 1.6057462692260742
	batch 10 loss: 1.6113409996032715
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6113409996032715 valid 1.6095960140228271
EPOCH 26:
	batch 1 loss: 1.612715721130371
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6088227033615112
	batch 3 loss: 1.6011054515838623
	batch 4 loss: 1.606699824333191
	batch 5 loss: 1.603158950805664
	batch 6 loss: 1.6144285202026367
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.612734079360962
	batch 8 loss: 1.613396406173706
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6113111972808838
	batch 10 loss: 1.617100715637207
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.617100715637207 valid 1.6086238622665405
EPOCH 27:
	batch 1 loss: 1.6057614088058472
	batch 2 loss: 1.613802433013916
	batch 3 loss: 1.617309808731079
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6063759326934814
	batch 5 loss: 1.6132087707519531
	batch 6 loss: 1.6112310886383057
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6027319431304932
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.602146863937378
	batch 9 loss: 1.615276575088501
	batch 10 loss: 1.6082652807235718
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6082652807235718 valid 1.6095447540283203
EPOCH 28:
	batch 1 loss: 1.611410140991211
	batch 2 loss: 1.6028079986572266
	batch 3 loss: 1.6085155010223389
	batch 4 loss: 1.6209607124328613
	batch 5 loss: 1.6001369953155518
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6113935708999634
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6091406345367432
	batch 8 loss: 1.612850546836853
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6066935062408447
	batch 10 loss: 1.6180052757263184
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6180052757263184 valid 1.6096655130386353
EPOCH 29:
	batch 1 loss: 1.6030676364898682
	batch 2 loss: 1.610119342803955
	batch 3 loss: 1.608884334564209
	batch 4 loss: 1.6143604516983032
	batch 5 loss: 1.611868143081665
	batch 6 loss: 1.6113362312316895
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.613560438156128
	batch 8 loss: 1.608475923538208
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6067531108856201
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6058269739151
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6058269739151 valid 1.6096394062042236
EPOCH 30:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6125049591064453
	batch 2 loss: 1.605165958404541
	batch 3 loss: 1.60291588306427
	batch 4 loss: 1.6137490272521973
	batch 5 loss: 1.6011784076690674
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.616416573524475
	batch 7 loss: 1.6047861576080322
	batch 8 loss: 1.6151199340820312
	batch 9 loss: 1.6133942604064941
	batch 10 loss: 1.6144520044326782
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6144520044326782 valid 1.6101341247558594
EPOCH 31:
	batch 1 loss: 1.5985139608383179
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.606520414352417
	batch 3 loss: 1.6177066564559937
	batch 4 loss: 1.618194580078125
	batch 5 loss: 1.6201695203781128
	batch 6 loss: 1.6049127578735352
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.61391019821167
	batch 8 loss: 1.6048078536987305
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.605015516281128
	batch 10 loss: 1.602845311164856
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.602845311164856 valid 1.6088546514511108
EPOCH 32:
	batch 1 loss: 1.6094545125961304
	batch 2 loss: 1.6030223369598389
	batch 3 loss: 1.6089919805526733
	batch 4 loss: 1.6100451946258545
	batch 5 loss: 1.6126081943511963
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.605362057685852
	batch 7 loss: 1.6124958992004395
	batch 8 loss: 1.608954668045044
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6163513660430908
	batch 10 loss: 1.6090325117111206
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6090325117111206 valid 1.6092983484268188
EPOCH 33:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6070181131362915
	batch 2 loss: 1.596558690071106
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6190203428268433
	batch 4 loss: 1.6083877086639404
	batch 5 loss: 1.6114578247070312
	batch 6 loss: 1.615957260131836
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.60750412940979
	batch 8 loss: 1.609858512878418
	batch 9 loss: 1.6064882278442383
	batch 10 loss: 1.6221880912780762
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6221880912780762 valid 1.6088693141937256
EPOCH 34:
	batch 1 loss: 1.6006646156311035
	batch 2 loss: 1.6088588237762451
	batch 3 loss: 1.599593162536621
	batch 4 loss: 1.6155105829238892
	batch 5 loss: 1.6091883182525635
	batch 6 loss: 1.6097919940948486
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6067754030227661
	batch 8 loss: 1.6257317066192627
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6105953454971313
	batch 10 loss: 1.6099971532821655
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6099971532821655 valid 1.608629584312439
EPOCH 35:
	batch 1 loss: 1.6036171913146973
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6172709465026855
	batch 3 loss: 1.606431007385254
	batch 4 loss: 1.6149942874908447
	batch 5 loss: 1.6020231246948242
	batch 6 loss: 1.6107816696166992
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6124347448349
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6039025783538818
	batch 9 loss: 1.6086535453796387
	batch 10 loss: 1.6275053024291992
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6275053024291992 valid 1.6100294589996338
EPOCH 36:
	batch 1 loss: 1.612393856048584
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6079277992248535
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6133623123168945
	batch 4 loss: 1.612410545349121
	batch 5 loss: 1.6016180515289307
	batch 6 loss: 1.621360421180725
	batch 7 loss: 1.6154968738555908
	batch 8 loss: 1.6082957983016968
	batch 9 loss: 1.5949482917785645
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6079953908920288
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6079953908920288 valid 1.6099331378936768
EPOCH 37:
	batch 1 loss: 1.6075966358184814
	batch 2 loss: 1.6066639423370361
	batch 3 loss: 1.607007384300232
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6103482246398926
	batch 5 loss: 1.6076370477676392
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6039624214172363
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6177996397018433
	batch 8 loss: 1.614355444908142
	batch 9 loss: 1.6109614372253418
	batch 10 loss: 1.6113780736923218
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6113780736923218 valid 1.6103357076644897
EPOCH 38:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6066460609436035
	batch 2 loss: 1.6046137809753418
	batch 3 loss: 1.6079556941986084
	batch 4 loss: 1.6056205034255981
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6045386791229248
	batch 6 loss: 1.6133135557174683
	batch 7 loss: 1.6092920303344727
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6235277652740479
	batch 9 loss: 1.6109446287155151
	batch 10 loss: 1.6106375455856323
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6106375455856323 valid 1.6093345880508423
EPOCH 39:
	batch 1 loss: 1.6065905094146729
	batch 2 loss: 1.607623815536499
	batch 3 loss: 1.6076695919036865
	batch 4 loss: 1.6119322776794434
	batch 5 loss: 1.6099200248718262
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6091725826263428
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6122746467590332
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6072604656219482
	batch 9 loss: 1.61439847946167
	batch 10 loss: 1.6087274551391602
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6087274551391602 valid 1.6088807582855225
EPOCH 40:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.608630657196045
	batch 2 loss: 1.6102488040924072
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6140073537826538
	batch 4 loss: 1.6090538501739502
	batch 5 loss: 1.6106343269348145
	batch 6 loss: 1.6082754135131836
	batch 7 loss: 1.6112706661224365
	batch 8 loss: 1.6043972969055176
	batch 9 loss: 1.6098195314407349
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6101471185684204
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6101471185684204 valid 1.6095349788665771
EPOCH 41:
	batch 1 loss: 1.615342140197754
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6136183738708496
	batch 3 loss: 1.6029596328735352
	batch 4 loss: 1.6074663400650024
	batch 5 loss: 1.6127010583877563
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6094166040420532
	batch 7 loss: 1.610454797744751
	batch 8 loss: 1.6077719926834106
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6034517288208008
	batch 10 loss: 1.6186375617980957
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6186375617980957 valid 1.609378457069397
EPOCH 42:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6065105199813843
	batch 2 loss: 1.6203126907348633
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6154537200927734
	batch 4 loss: 1.6071217060089111
	batch 5 loss: 1.60470712184906
	batch 6 loss: 1.6086833477020264
	batch 7 loss: 1.6076421737670898
	batch 8 loss: 1.6129744052886963
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6050491333007812
	batch 10 loss: 1.6048568487167358
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6048568487167358 valid 1.609901785850525
EPOCH 43:
	batch 1 loss: 1.6154896020889282
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6155205965042114
	batch 3 loss: 1.6063839197158813
	batch 4 loss: 1.6105960607528687
	batch 5 loss: 1.599397897720337
	batch 6 loss: 1.6119554042816162
	batch 7 loss: 1.614351749420166
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6063525676727295
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6094417572021484
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6016308069229126
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6016308069229126 valid 1.6093918085098267
EPOCH 44:
	batch 1 loss: 1.6099107265472412
	batch 2 loss: 1.6133143901824951
	batch 3 loss: 1.6081244945526123
	batch 4 loss: 1.6075339317321777
	batch 5 loss: 1.6079092025756836
	batch 6 loss: 1.6168453693389893
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6120002269744873
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6136250495910645
	batch 9 loss: 1.6030462980270386
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.5943899154663086
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.5943899154663086 valid 1.6098453998565674
EPOCH 45:
	batch 1 loss: 1.6024324893951416
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6121200323104858
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.608551263809204
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6134774684906006
	batch 5 loss: 1.612159252166748
	batch 6 loss: 1.6049180030822754
	batch 7 loss: 1.6052314043045044
	batch 8 loss: 1.6107697486877441
	batch 9 loss: 1.6173405647277832
	batch 10 loss: 1.6082534790039062
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6082534790039062 valid 1.6101703643798828
EPOCH 46:
	batch 1 loss: 1.5994031429290771
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6082038879394531
	batch 3 loss: 1.6127917766571045
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.605175256729126
	batch 5 loss: 1.6123071908950806
	batch 6 loss: 1.6112853288650513
	batch 7 loss: 1.6062490940093994
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.610675573348999
	batch 9 loss: 1.6181117296218872
	batch 10 loss: 1.6167720556259155
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6167720556259155 valid 1.6097428798675537
EPOCH 47:
	batch 1 loss: 1.6037836074829102
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6094274520874023
	batch 3 loss: 1.6136043071746826
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6129953861236572
	batch 5 loss: 1.6040607690811157
	batch 6 loss: 1.6101129055023193
	batch 7 loss: 1.6129673719406128
	batch 8 loss: 1.6118061542510986
	batch 9 loss: 1.6069450378417969
	batch 10 loss: 1.6119346618652344
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6119346618652344 valid 1.6102077960968018
EPOCH 48:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.605175256729126
	batch 2 loss: 1.6172358989715576
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6128668785095215
	batch 4 loss: 1.6033515930175781
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.609339952468872
	batch 6 loss: 1.6088534593582153
	batch 7 loss: 1.6111539602279663
	batch 8 loss: 1.609627604484558
	batch 9 loss: 1.6084362268447876
	batch 10 loss: 1.6108269691467285
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6108269691467285 valid 1.6096397638320923
EPOCH 49:
	batch 1 loss: 1.603635311126709
	batch 2 loss: 1.6154109239578247
	batch 3 loss: 1.6096234321594238
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.605905294418335
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6020851135253906
	batch 6 loss: 1.606264352798462
	batch 7 loss: 1.608224868774414
	batch 8 loss: 1.62019944190979
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6167914867401123
	batch 10 loss: 1.6054857969284058
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6054857969284058 valid 1.6100009679794312
EPOCH 50:
	batch 1 loss: 1.6082161664962769
	batch 2 loss: 1.6093130111694336
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6034601926803589
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6161775588989258
	batch 5 loss: 1.6080244779586792
	batch 6 loss: 1.6074321269989014
	batch 7 loss: 1.611371636390686
	batch 8 loss: 1.607913613319397
	batch 9 loss: 1.6174389123916626
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.601967453956604
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.601967453956604 valid 1.6094944477081299
EPOCH 51:
	batch 1 loss: 1.6040058135986328
	batch 2 loss: 1.6105356216430664
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6020927429199219
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6155612468719482
	batch 5 loss: 1.6092935800552368
	batch 6 loss: 1.609886884689331
	batch 7 loss: 1.618340253829956
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6117331981658936
	batch 9 loss: 1.60518479347229
	batch 10 loss: 1.6094640493392944
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6094640493392944 valid 1.6097049713134766
EPOCH 52:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6099928617477417
	batch 2 loss: 1.6080257892608643
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6179440021514893
	batch 4 loss: 1.6084799766540527
	batch 5 loss: 1.610490083694458
	batch 6 loss: 1.6043606996536255
	batch 7 loss: 1.6111829280853271
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6118892431259155
	batch 9 loss: 1.6052966117858887
	batch 10 loss: 1.6074997186660767
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6074997186660767 valid 1.6095285415649414
EPOCH 53:
	batch 1 loss: 1.6111736297607422
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6132125854492188
	batch 3 loss: 1.6114559173583984
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6046979427337646
	batch 5 loss: 1.605586051940918
	batch 6 loss: 1.6065843105316162
	batch 7 loss: 1.6121249198913574
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6129357814788818
	batch 9 loss: 1.6079128980636597
	batch 10 loss: 1.6115684509277344
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6115684509277344 valid 1.6097427606582642
EPOCH 54:
	batch 1 loss: 1.6083581447601318
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6052300930023193
	batch 3 loss: 1.6148483753204346
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.61329185962677
	batch 5 loss: 1.612407922744751
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.614592432975769
	batch 7 loss: 1.6089346408843994
	batch 8 loss: 1.6050516366958618
	batch 9 loss: 1.6042439937591553
	batch 10 loss: 1.6084966659545898
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6084966659545898 valid 1.6099636554718018
EPOCH 55:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.613468050956726
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.613111972808838
	batch 3 loss: 1.6098664999008179
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6070791482925415
	batch 5 loss: 1.6102378368377686
	batch 6 loss: 1.6162424087524414
	batch 7 loss: 1.6066339015960693
	batch 8 loss: 1.6004728078842163
	batch 9 loss: 1.6105427742004395
	batch 10 loss: 1.60627019405365
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.60627019405365 valid 1.6104791164398193
EPOCH 56:
	batch 1 loss: 1.602340579032898
	batch 2 loss: 1.613194465637207
	batch 3 loss: 1.612066388130188
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.607374906539917
	batch 5 loss: 1.6071093082427979
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6078588962554932
	batch 7 loss: 1.608264684677124
	batch 8 loss: 1.6120353937149048
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6131137609481812
	batch 10 loss: 1.6179801225662231
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6179801225662231 valid 1.6089891195297241
EPOCH 57:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6033003330230713
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6058628559112549
	batch 3 loss: 1.6067163944244385
	batch 4 loss: 1.6061385869979858
	batch 5 loss: 1.6176605224609375
	batch 6 loss: 1.6154789924621582
	batch 7 loss: 1.607424020767212
	batch 8 loss: 1.606759786605835
	batch 9 loss: 1.6136772632598877
	batch 10 loss: 1.6188875436782837
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6188875436782837 valid 1.6089427471160889
EPOCH 58:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6117470264434814
	batch 2 loss: 1.6095250844955444
	batch 3 loss: 1.6040329933166504
	batch 4 loss: 1.6127783060073853
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6090006828308105
	batch 6 loss: 1.6042718887329102
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6044020652770996
	batch 8 loss: 1.6112818717956543
	batch 9 loss: 1.6170265674591064
	batch 10 loss: 1.6156870126724243
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6156870126724243 valid 1.6100151538848877
EPOCH 59:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6097002029418945
	batch 2 loss: 1.608870267868042
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.603847622871399
	batch 4 loss: 1.6132338047027588
	batch 5 loss: 1.6119954586029053
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6123360395431519
	batch 7 loss: 1.606948971748352
	batch 8 loss: 1.609959363937378
	batch 9 loss: 1.6104204654693604
	batch 10 loss: 1.6066926717758179
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6066926717758179 valid 1.6097511053085327
EPOCH 60:
	batch 1 loss: 1.611739993095398
	batch 2 loss: 1.6043660640716553
	batch 3 loss: 1.605504035949707
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6020718812942505
	batch 5 loss: 1.6145857572555542
	batch 6 loss: 1.617936611175537
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.609197974205017
	batch 8 loss: 1.612511157989502
	batch 9 loss: 1.6079216003417969
	batch 10 loss: 1.6106810569763184
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6106810569763184 valid 1.6092808246612549
EPOCH 61:
	batch 1 loss: 1.6082394123077393
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.611534833908081
	batch 3 loss: 1.6092325448989868
	batch 4 loss: 1.6034436225891113
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6030347347259521
	batch 6 loss: 1.6086406707763672
	batch 7 loss: 1.6100661754608154
	batch 8 loss: 1.6195943355560303
	batch 9 loss: 1.6126090288162231
	batch 10 loss: 1.6090868711471558
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6090868711471558 valid 1.6097825765609741
EPOCH 62:
	batch 1 loss: 1.6110488176345825
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6152163743972778
	batch 3 loss: 1.6104929447174072
	batch 4 loss: 1.6093828678131104
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.612992763519287
	batch 6 loss: 1.6035120487213135
	batch 7 loss: 1.6068977117538452
	batch 8 loss: 1.6094017028808594
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6073509454727173
	batch 10 loss: 1.610280990600586
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.610280990600586 valid 1.6092551946640015
EPOCH 63:
	batch 1 loss: 1.6103912591934204
	batch 2 loss: 1.6106172800064087
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6045558452606201
	batch 4 loss: 1.6136070489883423
	batch 5 loss: 1.6066439151763916
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6155157089233398
	batch 7 loss: 1.609337329864502
	batch 8 loss: 1.6097623109817505
	batch 9 loss: 1.6098896265029907
	batch 10 loss: 1.5983200073242188
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.5983200073242188 valid 1.610635757446289
EPOCH 64:
	batch 1 loss: 1.6155619621276855
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6109209060668945
	batch 3 loss: 1.6080774068832397
	batch 4 loss: 1.6181325912475586
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6092697381973267
	batch 6 loss: 1.5968701839447021
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6100924015045166
	batch 8 loss: 1.6093974113464355
	batch 9 loss: 1.6085846424102783
	batch 10 loss: 1.6077632904052734
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6077632904052734 valid 1.6098721027374268
EPOCH 65:
	batch 1 loss: 1.6046853065490723
	batch 2 loss: 1.6065393686294556
	batch 3 loss: 1.6182547807693481
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6090707778930664
	batch 5 loss: 1.610783338546753
	batch 6 loss: 1.608577847480774
	batch 7 loss: 1.6137444972991943
	batch 8 loss: 1.6075080633163452
	batch 9 loss: 1.605698585510254
	batch 10 loss: 1.6129255294799805
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6129255294799805 valid 1.6100056171417236
EPOCH 66:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.614066243171692
	batch 2 loss: 1.6135330200195312
	batch 3 loss: 1.6084100008010864
	batch 4 loss: 1.6112251281738281
	batch 5 loss: 1.6089367866516113
	batch 6 loss: 1.6033952236175537
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6070983409881592
	batch 8 loss: 1.6062445640563965
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6094365119934082
	batch 10 loss: 1.619808554649353
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.619808554649353 valid 1.6097475290298462
EPOCH 67:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.610019326210022
	batch 2 loss: 1.6096124649047852
	batch 3 loss: 1.6076196432113647
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6092411279678345
	batch 5 loss: 1.6119155883789062
	batch 6 loss: 1.6068031787872314
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.608100175857544
	batch 8 loss: 1.613168478012085
	batch 9 loss: 1.6114468574523926
	batch 10 loss: 1.6053972244262695
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6053972244262695 valid 1.6097638607025146
EPOCH 68:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6118526458740234
	batch 2 loss: 1.614858627319336
	batch 3 loss: 1.6073148250579834
	batch 4 loss: 1.6097521781921387
	batch 5 loss: 1.6074634790420532
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6100573539733887
	batch 7 loss: 1.604540228843689
	batch 8 loss: 1.6087815761566162
	batch 9 loss: 1.611403465270996
	batch 10 loss: 1.6095892190933228
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6095892190933228 valid 1.6088860034942627
EPOCH 69:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6060911417007446
	batch 2 loss: 1.6135278940200806
	batch 3 loss: 1.615424394607544
	batch 4 loss: 1.6058201789855957
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.606907844543457
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.604823112487793
	batch 7 loss: 1.6117018461227417
	batch 8 loss: 1.6081829071044922
	batch 9 loss: 1.6119346618652344
	batch 10 loss: 1.613711953163147
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.613711953163147 valid 1.6097177267074585
EPOCH 70:
	batch 1 loss: 1.6117651462554932
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.609529733657837
	batch 3 loss: 1.608205795288086
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.608001470565796
	batch 5 loss: 1.6077194213867188
	batch 6 loss: 1.6081701517105103
	batch 7 loss: 1.6148476600646973
	batch 8 loss: 1.6125469207763672
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6060492992401123
	batch 10 loss: 1.607651710510254
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.607651710510254 valid 1.6095306873321533
EPOCH 71:
	batch 1 loss: 1.604929804801941
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.610511302947998
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6089600324630737
	batch 4 loss: 1.6060789823532104
	batch 5 loss: 1.610450267791748
	batch 6 loss: 1.6094398498535156
	batch 7 loss: 1.607537031173706
	batch 8 loss: 1.6100218296051025
	batch 9 loss: 1.617476463317871
	batch 10 loss: 1.6120761632919312
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6120761632919312 valid 1.6096725463867188
EPOCH 72:
	batch 1 loss: 1.612283706665039
	batch 2 loss: 1.6048839092254639
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.608997106552124
	batch 4 loss: 1.6153745651245117
	batch 5 loss: 1.6118547916412354
	batch 6 loss: 1.6071476936340332
	batch 7 loss: 1.6085442304611206
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.609015941619873
	batch 9 loss: 1.610591173171997
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.602526307106018
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.602526307106018 valid 1.6094872951507568
EPOCH 73:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6085948944091797
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6109596490859985
	batch 3 loss: 1.60408616065979
	batch 4 loss: 1.6038539409637451
	batch 5 loss: 1.6075270175933838
	batch 6 loss: 1.6070237159729004
	batch 7 loss: 1.6165316104888916
	batch 8 loss: 1.6127049922943115
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6108601093292236
	batch 10 loss: 1.6205754280090332
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6205754280090332 valid 1.6102209091186523
EPOCH 74:
	batch 1 loss: 1.6047272682189941
	batch 2 loss: 1.606175422668457
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.616010069847107
	batch 4 loss: 1.6078317165374756
	batch 5 loss: 1.6081849336624146
	batch 6 loss: 1.6167182922363281
	batch 7 loss: 1.6127235889434814
	batch 8 loss: 1.6103005409240723
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6045655012130737
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6061214208602905
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6061214208602905 valid 1.6090577840805054
EPOCH 75:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6128805875778198
	batch 2 loss: 1.6099869012832642
	batch 3 loss: 1.6074228286743164
	batch 4 loss: 1.6103545427322388
	batch 5 loss: 1.6135821342468262
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6048972606658936
	batch 7 loss: 1.614569902420044
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6065312623977661
	batch 9 loss: 1.6054236888885498
	batch 10 loss: 1.6104234457015991
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6104234457015991 valid 1.6094729900360107
EPOCH 76:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6101799011230469
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6105239391326904
	batch 3 loss: 1.605627179145813
	batch 4 loss: 1.6052370071411133
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.612563133239746
	batch 6 loss: 1.610792875289917
	batch 7 loss: 1.6114411354064941
	batch 8 loss: 1.6096959114074707
	batch 9 loss: 1.6085882186889648
	batch 10 loss: 1.6127666234970093
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6127666234970093 valid 1.6091115474700928
EPOCH 77:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6115686893463135
	batch 2 loss: 1.607557773590088
	batch 3 loss: 1.6037100553512573
	batch 4 loss: 1.6093394756317139
	batch 5 loss: 1.6112819910049438
	batch 6 loss: 1.6077642440795898
	batch 7 loss: 1.6099660396575928
	batch 8 loss: 1.606776475906372
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6147446632385254
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6186844110488892
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6186844110488892 valid 1.610267996788025
EPOCH 78:
	batch 1 loss: 1.6054279804229736
	batch 2 loss: 1.607156753540039
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6105190515518188
	batch 4 loss: 1.613893747329712
	batch 5 loss: 1.6098542213439941
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.614822268486023
	batch 7 loss: 1.6049387454986572
	batch 8 loss: 1.6117830276489258
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6077382564544678
	batch 10 loss: 1.6086711883544922
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6086711883544922 valid 1.6096776723861694
EPOCH 79:
	batch 1 loss: 1.6088824272155762
	batch 2 loss: 1.6093578338623047
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.605114221572876
	batch 4 loss: 1.61025071144104
	batch 5 loss: 1.605027198791504
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6172840595245361
	batch 7 loss: 1.6136384010314941
	batch 8 loss: 1.6086012125015259
	batch 9 loss: 1.608536720275879
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6071463823318481
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6071463823318481 valid 1.609558343887329
EPOCH 80:
	batch 1 loss: 1.6150052547454834
	batch 2 loss: 1.6039314270019531
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6053276062011719
	batch 4 loss: 1.6164990663528442
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6058712005615234
	batch 6 loss: 1.6072171926498413
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6105525493621826
	batch 8 loss: 1.615179419517517
	batch 9 loss: 1.605905294418335
	batch 10 loss: 1.6104580163955688
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6104580163955688 valid 1.6098196506500244
EPOCH 81:
	batch 1 loss: 1.6112761497497559
	batch 2 loss: 1.6162102222442627
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6103553771972656
	batch 4 loss: 1.6086219549179077
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6070200204849243
	batch 6 loss: 1.6113779544830322
	batch 7 loss: 1.6047508716583252
	batch 8 loss: 1.6078839302062988
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6096887588500977
	batch 10 loss: 1.6062917709350586
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6062917709350586 valid 1.6099824905395508
EPOCH 82:
	batch 1 loss: 1.607903242111206
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6069419384002686
	batch 3 loss: 1.6084682941436768
	batch 4 loss: 1.611289381980896
	batch 5 loss: 1.609521746635437
	batch 6 loss: 1.6099060773849487
	batch 7 loss: 1.6113301515579224
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6093963384628296
	batch 9 loss: 1.6109228134155273
	batch 10 loss: 1.6102066040039062
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6102066040039062 valid 1.6096397638320923
EPOCH 83:
	batch 1 loss: 1.6121299266815186
	batch 2 loss: 1.6099481582641602
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.608521580696106
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6109590530395508
	batch 5 loss: 1.608506679534912
	batch 6 loss: 1.611135721206665
	batch 7 loss: 1.6078027486801147
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6087913513183594
	batch 9 loss: 1.6094987392425537
	batch 10 loss: 1.6054965257644653
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6054965257644653 valid 1.6091439723968506
EPOCH 84:
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6171984672546387
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6066865921020508
	batch 3 loss: 1.608067512512207
	batch 4 loss: 1.6064019203186035
	batch 5 loss: 1.608459711074829
	batch 6 loss: 1.6105060577392578
	batch 7 loss: 1.6107444763183594
	batch 8 loss: 1.6059545278549194
	batch 9 loss: 1.6105015277862549
	batch 10 loss: 1.612803339958191
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.612803339958191 valid 1.6094480752944946
EPOCH 85:
	batch 1 loss: 1.6094040870666504
	batch 2 loss: 1.6109297275543213
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6150388717651367
	batch 4 loss: 1.611075758934021
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6115553379058838
	batch 6 loss: 1.6089057922363281
	batch 7 loss: 1.6042001247406006
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6048860549926758
	batch 9 loss: 1.6098430156707764
	batch 10 loss: 1.6095752716064453
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6095752716064453 valid 1.6100609302520752
EPOCH 86:
	batch 1 loss: 1.6088676452636719
	batch 2 loss: 1.6058814525604248
	batch 3 loss: 1.6058021783828735
	batch 4 loss: 1.6074461936950684
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6063542366027832
	batch 6 loss: 1.612715244293213
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.610610008239746
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.612551212310791
	batch 9 loss: 1.615382432937622
	batch 10 loss: 1.6112099885940552
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6112099885940552 valid 1.6095880270004272
EPOCH 87:
	batch 1 loss: 1.6063096523284912
	batch 2 loss: 1.6110984086990356
	batch 3 loss: 1.6074460744857788
	batch 4 loss: 1.6060057878494263
	batch 5 loss: 1.6101422309875488
	batch 6 loss: 1.6169694662094116
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6126983165740967
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6089038848876953
	batch 9 loss: 1.6077699661254883
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6052427291870117
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6052427291870117 valid 1.6097310781478882
EPOCH 88:
	batch 1 loss: 1.6113595962524414
	batch 2 loss: 1.6012530326843262
	batch 3 loss: 1.6112923622131348
	batch 4 loss: 1.6094765663146973
	batch 5 loss: 1.6185754537582397
	batch 6 loss: 1.6119545698165894
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.604761004447937
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6114445924758911
	batch 9 loss: 1.6068246364593506
	batch 10 loss: 1.606636643409729
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.606636643409729 valid 1.6094996929168701
EPOCH 89:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6084680557250977
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.612185001373291
	batch 3 loss: 1.6100378036499023
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6060128211975098
	batch 5 loss: 1.6051034927368164
	batch 6 loss: 1.6031652688980103
	batch 7 loss: 1.6145689487457275
	batch 8 loss: 1.614088773727417
	batch 9 loss: 1.6117351055145264
	batch 10 loss: 1.6108407974243164
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6108407974243164 valid 1.609525442123413
EPOCH 90:
	batch 1 loss: 1.612274408340454
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.609820008277893
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.60871422290802
	batch 4 loss: 1.6127573251724243
	batch 5 loss: 1.6106767654418945
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6043068170547485
	batch 7 loss: 1.6152803897857666
	batch 8 loss: 1.6077380180358887
	batch 9 loss: 1.6064269542694092
	batch 10 loss: 1.6048206090927124
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6048206090927124 valid 1.6090404987335205
EPOCH 91:
	batch 1 loss: 1.6113598346710205
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6063956022262573
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6094883680343628
	batch 4 loss: 1.6088629961013794
	batch 5 loss: 1.6100952625274658
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6101051568984985
	batch 7 loss: 1.6111047267913818
	batch 8 loss: 1.6065770387649536
	batch 9 loss: 1.6116485595703125
	batch 10 loss: 1.6099644899368286
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6099644899368286 valid 1.6092580556869507
EPOCH 92:
	batch 1 loss: 1.609541654586792
	batch 2 loss: 1.6159543991088867
	batch 3 loss: 1.6062531471252441
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6085429191589355
	batch 5 loss: 1.606736183166504
	batch 6 loss: 1.6061444282531738
	batch 7 loss: 1.6126124858856201
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6150405406951904
	batch 9 loss: 1.6052420139312744
	batch 10 loss: 1.6087589263916016
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6087589263916016 valid 1.6096071004867554
EPOCH 93:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.617748737335205
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6042203903198242
	batch 3 loss: 1.6127979755401611
	batch 4 loss: 1.6096160411834717
	batch 5 loss: 1.6070603132247925
	batch 6 loss: 1.6055574417114258
	batch 7 loss: 1.6121671199798584
	batch 8 loss: 1.611227035522461
	batch 9 loss: 1.6041322946548462
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6128835678100586
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6128835678100586 valid 1.6102111339569092
EPOCH 94:
	batch 1 loss: 1.6082243919372559
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.612031102180481
	batch 3 loss: 1.6123865842819214
	batch 4 loss: 1.6069397926330566
	batch 5 loss: 1.6067978143692017
	batch 6 loss: 1.6104954481124878
	batch 7 loss: 1.6128053665161133
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6081886291503906
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6097877025604248
	batch 10 loss: 1.6044353246688843
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6044353246688843 valid 1.6095302104949951
EPOCH 95:
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6125714778900146
	batch 2 loss: 1.611139178276062
	batch 3 loss: 1.6142528057098389
	batch 4 loss: 1.6087310314178467
	batch 5 loss: 1.607978343963623
	batch 6 loss: 1.6097290515899658
	batch 7 loss: 1.6087698936462402
	batch 8 loss: 1.6083347797393799
	batch 9 loss: 1.6052173376083374
	batch 10 loss: 1.6075998544692993
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6075998544692993 valid 1.6099783182144165
EPOCH 96:
	batch 1 loss: 1.6105709075927734
	batch 2 loss: 1.6083552837371826
	batch 3 loss: 1.61282217502594
	batch 4 loss: 1.6056303977966309
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6096932888031006
	batch 6 loss: 1.608267068862915
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6092443466186523
	batch 8 loss: 1.610331654548645
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.606982707977295
	batch 10 loss: 1.6195989847183228
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6195989847183228 valid 1.6090009212493896
EPOCH 97:
	batch 1 loss: 1.6142826080322266
	batch 2 loss: 1.611536979675293
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6078308820724487
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.607486367225647
	batch 5 loss: 1.6082425117492676
	batch 6 loss: 1.6070992946624756
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6096348762512207
	batch 8 loss: 1.6106338500976562
	batch 9 loss: 1.605161428451538
	batch 10 loss: 1.6196513175964355
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6196513175964355 valid 1.609663724899292
EPOCH 98:
	batch 1 loss: 1.6079460382461548
	batch 2 loss: 1.6075267791748047
	batch 3 loss: 1.6091818809509277
	batch 4 loss: 1.6135972738265991
	batch 5 loss: 1.6057647466659546
	batch 6 loss: 1.6107006072998047
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6079723834991455
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6078940629959106
	batch 9 loss: 1.6144236326217651
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.611063838005066
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.611063838005066 valid 1.6096677780151367
EPOCH 99:
	batch 1 loss: 1.6116292476654053
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6105743646621704
	batch 3 loss: 1.6103439331054688
	batch 4 loss: 1.6080200672149658
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.613358736038208
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.604270577430725
	batch 7 loss: 1.6091511249542236
	batch 8 loss: 1.6093093156814575
	batch 9 loss: 1.6086091995239258
	batch 10 loss: 1.611140251159668
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.611140251159668 valid 1.6096493005752563
EPOCH 100:
	batch 1 loss: 1.6114089488983154
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6086077690124512
	batch 3 loss: 1.6113967895507812
	batch 4 loss: 1.606961965560913
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6035687923431396
	batch 6 loss: 1.6123634576797485
	batch 7 loss: 1.6070512533187866
	batch 8 loss: 1.6089892387390137
	batch 9 loss: 1.610539436340332
	batch 10 loss: 1.6219768524169922
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6219768524169922 valid 1.6091079711914062
EPOCH 101:
	batch 1 loss: 1.606581211090088
	batch 2 loss: 1.608863353729248
	batch 3 loss: 1.6117990016937256
	batch 4 loss: 1.6066296100616455
	batch 5 loss: 1.6092339754104614
	batch 6 loss: 1.610409140586853
	batch 7 loss: 1.6084588766098022
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6119492053985596
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.609891653060913
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6137199401855469
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6137199401855469 valid 1.6093835830688477
EPOCH 102:
	batch 1 loss: 1.608135461807251
	batch 2 loss: 1.6085326671600342
	batch 3 loss: 1.611535906791687
	batch 4 loss: 1.6055889129638672
	batch 5 loss: 1.6162691116333008
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6089057922363281
	batch 7 loss: 1.6100153923034668
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6073007583618164
	batch 9 loss: 1.6094036102294922
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6088320016860962
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6088320016860962 valid 1.6091279983520508
EPOCH 103:
	batch 1 loss: 1.6135221719741821
	batch 2 loss: 1.6052058935165405
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.609250783920288
	batch 4 loss: 1.609123945236206
	batch 5 loss: 1.6130964756011963
	batch 6 loss: 1.6129179000854492
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6097521781921387
	batch 8 loss: 1.603389024734497
	batch 9 loss: 1.60959792137146
	batch 10 loss: 1.6086961030960083
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6086961030960083 valid 1.6100404262542725
EPOCH 104:
	batch 1 loss: 1.610827088356018
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6121963262557983
	batch 3 loss: 1.6070997714996338
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6061861515045166
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6125199794769287
	batch 6 loss: 1.6065285205841064
	batch 7 loss: 1.6149005889892578
	batch 8 loss: 1.6072202920913696
	batch 9 loss: 1.609774112701416
	batch 10 loss: 1.6046396493911743
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6046396493911743 valid 1.6094220876693726
EPOCH 105:
	batch 1 loss: 1.6118524074554443
	batch 2 loss: 1.6096510887145996
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6118378639221191
	batch 4 loss: 1.605705738067627
	batch 5 loss: 1.608687400817871
	batch 6 loss: 1.6069244146347046
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.610151767730713
	batch 8 loss: 1.6104114055633545
	batch 9 loss: 1.6080646514892578
	batch 10 loss: 1.615164875984192
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.615164875984192 valid 1.6093088388442993
EPOCH 106:
	batch 1 loss: 1.611185908317566
	batch 2 loss: 1.6072965860366821
	batch 3 loss: 1.6114284992218018
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6065574884414673
	batch 5 loss: 1.6112797260284424
	batch 6 loss: 1.6096330881118774
	batch 7 loss: 1.6108982563018799
	batch 8 loss: 1.6091201305389404
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.609848976135254
	batch 10 loss: 1.6048835515975952
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6048835515975952 valid 1.6096560955047607
EPOCH 107:
	batch 1 loss: 1.6086781024932861
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6100037097930908
	batch 3 loss: 1.6108639240264893
	batch 4 loss: 1.6082733869552612
	batch 5 loss: 1.6047203540802002
	batch 6 loss: 1.6113780736923218
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6119967699050903
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.610156536102295
	batch 9 loss: 1.6079269647598267
	batch 10 loss: 1.6139084100723267
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6139084100723267 valid 1.6094684600830078
EPOCH 108:
	batch 1 loss: 1.6136291027069092
	batch 2 loss: 1.612640142440796
	batch 3 loss: 1.6116856336593628
	batch 4 loss: 1.6060242652893066
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6067631244659424
	batch 6 loss: 1.6061583757400513
	batch 7 loss: 1.6119718551635742
	batch 8 loss: 1.608583927154541
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.608426809310913
	batch 10 loss: 1.6092268228530884
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6092268228530884 valid 1.609872817993164
EPOCH 109:
	batch 1 loss: 1.6118346452713013
	batch 2 loss: 1.6071631908416748
	batch 3 loss: 1.60902738571167
	batch 4 loss: 1.612816333770752
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6087087392807007
	batch 6 loss: 1.6106330156326294
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.609479546546936
	batch 8 loss: 1.6055309772491455
	batch 9 loss: 1.6114140748977661
	batch 10 loss: 1.606513500213623
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.606513500213623 valid 1.609605073928833
EPOCH 110:
	batch 1 loss: 1.6103384494781494
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.611446499824524
	batch 3 loss: 1.607736349105835
	batch 4 loss: 1.608168363571167
	batch 5 loss: 1.6090567111968994
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6107020378112793
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6113362312316895
	batch 8 loss: 1.6086475849151611
	batch 9 loss: 1.6064879894256592
	batch 10 loss: 1.6133885383605957
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6133885383605957 valid 1.609610915184021
EPOCH 111:
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6111693382263184
	batch 2 loss: 1.6076130867004395
	batch 3 loss: 1.610662817955017
	batch 4 loss: 1.6081117391586304
	batch 5 loss: 1.6127593517303467
	batch 6 loss: 1.6056872606277466
	batch 7 loss: 1.6069228649139404
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6096312999725342
	batch 9 loss: 1.6124347448349
	batch 10 loss: 1.6110010147094727
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6110010147094727 valid 1.609623670578003
EPOCH 112:
	batch 1 loss: 1.6089661121368408
	batch 2 loss: 1.6093688011169434
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.609283685684204
	batch 4 loss: 1.6092017889022827
	batch 5 loss: 1.612015962600708
	batch 6 loss: 1.6114721298217773
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.605353593826294
	batch 8 loss: 1.6105234622955322
	batch 9 loss: 1.6098966598510742
	batch 10 loss: 1.6079721450805664
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6079721450805664 valid 1.6092815399169922
EPOCH 113:
	batch 1 loss: 1.6117112636566162
	batch 2 loss: 1.6055107116699219
	batch 3 loss: 1.6121456623077393
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.607297658920288
	batch 5 loss: 1.6141259670257568
	batch 6 loss: 1.6103020906448364
	batch 7 loss: 1.6070832014083862
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.609879970550537
	batch 9 loss: 1.6089133024215698
	batch 10 loss: 1.6055902242660522
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6055902242660522 valid 1.6093860864639282
EPOCH 114:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6089768409729004
	batch 2 loss: 1.6101535558700562
	batch 3 loss: 1.6091656684875488
	batch 4 loss: 1.6081769466400146
	batch 5 loss: 1.614684820175171
	batch 6 loss: 1.6114439964294434
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6079212427139282
	batch 8 loss: 1.6060267686843872
	batch 9 loss: 1.6095411777496338
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6081701517105103
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6081701517105103 valid 1.6089856624603271
EPOCH 115:
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6097168922424316
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6089375019073486
	batch 3 loss: 1.608564853668213
	batch 4 loss: 1.6085052490234375
	batch 5 loss: 1.6149625778198242
	batch 6 loss: 1.6094753742218018
	batch 7 loss: 1.6085469722747803
	batch 8 loss: 1.6086684465408325
	batch 9 loss: 1.6089853048324585
	batch 10 loss: 1.6069244146347046
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6069244146347046 valid 1.6095516681671143
EPOCH 116:
	batch 1 loss: 1.605146050453186
	batch 2 loss: 1.6128512620925903
	batch 3 loss: 1.607985496520996
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6126399040222168
	batch 5 loss: 1.6051015853881836
	batch 6 loss: 1.6066687107086182
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6117993593215942
	batch 8 loss: 1.60881507396698
	batch 9 loss: 1.6133407354354858
	batch 10 loss: 1.613040566444397
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.613040566444397 valid 1.6096290349960327
EPOCH 117:
	batch 1 loss: 1.6108829975128174
	batch 2 loss: 1.610363245010376
	batch 3 loss: 1.608886480331421
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6081714630126953
	batch 5 loss: 1.6096454858779907
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.608034372329712
	batch 7 loss: 1.609236240386963
	batch 8 loss: 1.6119160652160645
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.607461929321289
	batch 10 loss: 1.61184823513031
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.61184823513031 valid 1.6093870401382446
EPOCH 118:
	batch 1 loss: 1.610898733139038
	batch 2 loss: 1.609283447265625
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6097705364227295
	batch 4 loss: 1.6101053953170776
	batch 5 loss: 1.6082488298416138
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6120930910110474
	batch 7 loss: 1.608277678489685
	batch 8 loss: 1.6067578792572021
	batch 9 loss: 1.611378788948059
	batch 10 loss: 1.6062116622924805
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6062116622924805 valid 1.6096643209457397
EPOCH 119:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6094021797180176
	batch 2 loss: 1.6087151765823364
	batch 3 loss: 1.6108825206756592
	batch 4 loss: 1.6128495931625366
	batch 5 loss: 1.6050264835357666
	batch 6 loss: 1.6120781898498535
	batch 7 loss: 1.6076639890670776
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6111701726913452
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6065338850021362
	batch 10 loss: 1.6126068830490112
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6126068830490112 valid 1.609847068786621
EPOCH 120:
	batch 1 loss: 1.6070210933685303
	batch 2 loss: 1.612100601196289
	batch 3 loss: 1.608898401260376
	batch 4 loss: 1.608202576637268
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.613051414489746
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6090470552444458
	batch 7 loss: 1.612635612487793
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6082499027252197
	batch 9 loss: 1.6080507040023804
	batch 10 loss: 1.604688048362732
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.604688048362732 valid 1.6094367504119873
EPOCH 121:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6094762086868286
	batch 2 loss: 1.608809471130371
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6112451553344727
	batch 4 loss: 1.6062355041503906
	batch 5 loss: 1.6101346015930176
	batch 6 loss: 1.6114094257354736
	batch 7 loss: 1.610736608505249
	batch 8 loss: 1.6130640506744385
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6054422855377197
	batch 10 loss: 1.6066913604736328
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6066913604736328 valid 1.6095235347747803
EPOCH 122:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6101313829421997
	batch 2 loss: 1.6070462465286255
	batch 3 loss: 1.611266851425171
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6078674793243408
	batch 5 loss: 1.6063332557678223
	batch 6 loss: 1.6111414432525635
	batch 7 loss: 1.611952781677246
	batch 8 loss: 1.6100772619247437
	batch 9 loss: 1.6086091995239258
	batch 10 loss: 1.6124008893966675
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6124008893966675 valid 1.6097567081451416
EPOCH 123:
	batch 1 loss: 1.6105666160583496
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.609288215637207
	batch 3 loss: 1.610466480255127
	batch 4 loss: 1.609807014465332
	batch 5 loss: 1.6083287000656128
	batch 6 loss: 1.6088535785675049
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6088389158248901
	batch 8 loss: 1.6111268997192383
	batch 9 loss: 1.6081180572509766
	batch 10 loss: 1.6099004745483398
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6099004745483398 valid 1.6089805364608765
EPOCH 124:
	batch 1 loss: 1.6102893352508545
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6127665042877197
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.607078194618225
	batch 4 loss: 1.6125181913375854
	batch 5 loss: 1.6098178625106812
	batch 6 loss: 1.610090970993042
	batch 7 loss: 1.606006145477295
	batch 8 loss: 1.6096214056015015
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6083487272262573
	batch 10 loss: 1.6065372228622437
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6065372228622437 valid 1.6093254089355469
EPOCH 125:
	batch 1 loss: 1.6081541776657104
	batch 2 loss: 1.6095213890075684
	batch 3 loss: 1.6126151084899902
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6119277477264404
	batch 5 loss: 1.6109095811843872
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.607337236404419
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6079643964767456
	batch 8 loss: 1.6091225147247314
	batch 9 loss: 1.608833909034729
	batch 10 loss: 1.6073468923568726
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6073468923568726 valid 1.6097400188446045
EPOCH 126:
	batch 1 loss: 1.6082013845443726
	batch 2 loss: 1.6109012365341187
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6093430519104004
	batch 4 loss: 1.6104015111923218
	batch 5 loss: 1.6060351133346558
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.61123788356781
	batch 7 loss: 1.6097676753997803
	batch 8 loss: 1.606887698173523
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6104352474212646
	batch 10 loss: 1.615570068359375
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.615570068359375 valid 1.6095062494277954
EPOCH 127:
	batch 1 loss: 1.6099791526794434
	batch 2 loss: 1.6093981266021729
	batch 3 loss: 1.6129283905029297
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6079344749450684
	batch 5 loss: 1.6085312366485596
	batch 6 loss: 1.6081875562667847
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6076655387878418
	batch 8 loss: 1.6118147373199463
	batch 9 loss: 1.6102194786071777
	batch 10 loss: 1.6061550378799438
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6061550378799438 valid 1.609692931175232
EPOCH 128:
	batch 1 loss: 1.6052316427230835
	batch 2 loss: 1.6069194078445435
	batch 3 loss: 1.61405348777771
	batch 4 loss: 1.6069551706314087
	batch 5 loss: 1.6071434020996094
	batch 6 loss: 1.6080297231674194
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6126023530960083
	batch 8 loss: 1.612802505493164
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.612926959991455
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6073373556137085
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6073373556137085 valid 1.6092227697372437
EPOCH 129:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6107580661773682
	batch 2 loss: 1.6074683666229248
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6133017539978027
	batch 4 loss: 1.6131806373596191
	batch 5 loss: 1.6080365180969238
	batch 6 loss: 1.6077756881713867
	batch 7 loss: 1.6106222867965698
	batch 8 loss: 1.607909917831421
	batch 9 loss: 1.6083292961120605
	batch 10 loss: 1.6048179864883423
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6048179864883423 valid 1.6093108654022217
EPOCH 130:
	batch 1 loss: 1.6081531047821045
	batch 2 loss: 1.6137243509292603
	batch 3 loss: 1.6123548746109009
	batch 4 loss: 1.607585072517395
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6049609184265137
	batch 6 loss: 1.6110999584197998
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6073296070098877
	batch 8 loss: 1.61124849319458
	batch 9 loss: 1.6082050800323486
	batch 10 loss: 1.6116467714309692
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6116467714309692 valid 1.609492540359497
EPOCH 131:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6071584224700928
	batch 2 loss: 1.608695149421692
	batch 3 loss: 1.6075776815414429
	batch 4 loss: 1.6085811853408813
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6093230247497559
	batch 6 loss: 1.607095718383789
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.614978313446045
	batch 8 loss: 1.6102360486984253
	batch 9 loss: 1.610642671585083
	batch 10 loss: 1.6126822233200073
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6126822233200073 valid 1.609328269958496
EPOCH 132:
	batch 1 loss: 1.6133445501327515
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.610641360282898
	batch 3 loss: 1.6085231304168701
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6073088645935059
	batch 5 loss: 1.608872413635254
	batch 6 loss: 1.6063458919525146
	batch 7 loss: 1.609289526939392
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.611886978149414
	batch 9 loss: 1.61118483543396
	batch 10 loss: 1.6047163009643555
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6047163009643555 valid 1.6093757152557373
EPOCH 133:
	batch 1 loss: 1.611731767654419
	batch 2 loss: 1.609910011291504
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6084811687469482
	batch 4 loss: 1.6084463596343994
	batch 5 loss: 1.6091941595077515
	batch 6 loss: 1.6105971336364746
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6090408563613892
	batch 8 loss: 1.6073734760284424
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6100484132766724
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6116164922714233
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6116164922714233 valid 1.6096006631851196
EPOCH 134:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.612367033958435
	batch 2 loss: 1.6106693744659424
	batch 3 loss: 1.6137242317199707
	batch 4 loss: 1.6106592416763306
	batch 5 loss: 1.6065444946289062
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6106598377227783
	batch 7 loss: 1.608705997467041
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6041020154953003
	batch 9 loss: 1.6085247993469238
	batch 10 loss: 1.6086759567260742
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6086759567260742 valid 1.6093511581420898
EPOCH 135:
	batch 1 loss: 1.6113593578338623
	batch 2 loss: 1.6076123714447021
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6097431182861328
	batch 4 loss: 1.6052920818328857
	batch 5 loss: 1.6116282939910889
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.608105182647705
	batch 7 loss: 1.6113057136535645
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6100107431411743
	batch 9 loss: 1.6109957695007324
	batch 10 loss: 1.607619285583496
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.607619285583496 valid 1.609055757522583
EPOCH 136:
	batch 1 loss: 1.6110296249389648
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.610521674156189
	batch 3 loss: 1.6122119426727295
	batch 4 loss: 1.605595350265503
	batch 5 loss: 1.6083039045333862
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6090185642242432
	batch 7 loss: 1.611214280128479
	batch 8 loss: 1.6100776195526123
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6064876317977905
	batch 10 loss: 1.6122866868972778
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6122866868972778 valid 1.6095720529556274
EPOCH 137:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6096160411834717
	batch 2 loss: 1.6096513271331787
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6128408908843994
	batch 4 loss: 1.6080458164215088
	batch 5 loss: 1.6095292568206787
	batch 6 loss: 1.6077847480773926
	batch 7 loss: 1.6122350692749023
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.606468915939331
	batch 9 loss: 1.6089801788330078
	batch 10 loss: 1.610516905784607
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.610516905784607 valid 1.6093387603759766
EPOCH 138:
	batch 1 loss: 1.606179118156433
	batch 2 loss: 1.608820915222168
	batch 3 loss: 1.6092689037322998
	batch 4 loss: 1.6115343570709229
	batch 5 loss: 1.6114355325698853
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.612436294555664
	batch 7 loss: 1.6099107265472412
	batch 8 loss: 1.605480670928955
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.609969139099121
	batch 10 loss: 1.6103872060775757
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6103872060775757 valid 1.6094268560409546
EPOCH 139:
	batch 1 loss: 1.6104624271392822
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6103434562683105
	batch 3 loss: 1.6089950799942017
	batch 4 loss: 1.6127647161483765
	batch 5 loss: 1.6091344356536865
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6106866598129272
	batch 7 loss: 1.6074442863464355
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6099660396575928
	batch 9 loss: 1.607102632522583
	batch 10 loss: 1.6053663492202759
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6053663492202759 valid 1.6092973947525024
EPOCH 140:
	batch 1 loss: 1.6067984104156494
	batch 2 loss: 1.6105494499206543
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6131099462509155
	batch 4 loss: 1.6076769828796387
	batch 5 loss: 1.6095553636550903
	batch 6 loss: 1.6063507795333862
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6093966960906982
	batch 8 loss: 1.6130743026733398
	batch 9 loss: 1.6077911853790283
	batch 10 loss: 1.6122779846191406
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6122779846191406 valid 1.6092760562896729
EPOCH 141:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6103713512420654
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6092658042907715
	batch 3 loss: 1.609872817993164
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6052279472351074
	batch 5 loss: 1.610596776008606
	batch 6 loss: 1.6099205017089844
	batch 7 loss: 1.6104403734207153
	batch 8 loss: 1.6104552745819092
	batch 9 loss: 1.6090325117111206
	batch 10 loss: 1.609775185585022
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.609775185585022 valid 1.609183669090271
EPOCH 142:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6105022430419922
	batch 2 loss: 1.6124507188796997
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6058164834976196
	batch 4 loss: 1.610666275024414
	batch 5 loss: 1.606661081314087
	batch 6 loss: 1.6108286380767822
	batch 7 loss: 1.6090770959854126
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.607395052909851
	batch 9 loss: 1.612969994544983
	batch 10 loss: 1.6067529916763306
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6067529916763306 valid 1.609500527381897
EPOCH 143:
	batch 1 loss: 1.6097487211227417
	batch 2 loss: 1.6129682064056396
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6114287376403809
	batch 4 loss: 1.6127235889434814
	batch 5 loss: 1.6118766069412231
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6047441959381104
	batch 7 loss: 1.6121026277542114
	batch 8 loss: 1.605762004852295
	batch 9 loss: 1.6068799495697021
	batch 10 loss: 1.6027212142944336
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6027212142944336 valid 1.6095235347747803
EPOCH 144:
	batch 1 loss: 1.609662652015686
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6089363098144531
	batch 3 loss: 1.6094386577606201
	batch 4 loss: 1.60981023311615
	batch 5 loss: 1.6081576347351074
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6090352535247803
	batch 7 loss: 1.6111867427825928
	batch 8 loss: 1.6101901531219482
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6090831756591797
	batch 10 loss: 1.609140396118164
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.609140396118164 valid 1.609592080116272
EPOCH 145:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6083139181137085
	batch 2 loss: 1.6102421283721924
	batch 3 loss: 1.6098101139068604
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6095839738845825
	batch 5 loss: 1.6063737869262695
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6079541444778442
	batch 7 loss: 1.6103929281234741
	batch 8 loss: 1.6116465330123901
	batch 9 loss: 1.6111646890640259
	batch 10 loss: 1.6093238592147827
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6093238592147827 valid 1.6093146800994873
EPOCH 146:
	batch 1 loss: 1.60764479637146
	batch 2 loss: 1.6070153713226318
	batch 3 loss: 1.6095924377441406
	batch 4 loss: 1.6081418991088867
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.612067699432373
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6080119609832764
	batch 7 loss: 1.6130614280700684
	batch 8 loss: 1.6089396476745605
	batch 9 loss: 1.6097325086593628
	batch 10 loss: 1.6127424240112305
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6127424240112305 valid 1.6095383167266846
EPOCH 147:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6124763488769531
	batch 2 loss: 1.60856294631958
	batch 3 loss: 1.6069773435592651
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6098414659500122
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6097722053527832
	batch 6 loss: 1.6074894666671753
	batch 7 loss: 1.6079089641571045
	batch 8 loss: 1.6091163158416748
	batch 9 loss: 1.6138511896133423
	batch 10 loss: 1.6083835363388062
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6083835363388062 valid 1.6095259189605713
EPOCH 148:
	batch 1 loss: 1.6115946769714355
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6095075607299805
	batch 3 loss: 1.6094728708267212
	batch 4 loss: 1.6115484237670898
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6095306873321533
	batch 6 loss: 1.6070103645324707
	batch 7 loss: 1.607579231262207
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6091852188110352
	batch 9 loss: 1.608974575996399
	batch 10 loss: 1.6122592687606812
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6122592687606812 valid 1.6091276407241821
EPOCH 149:
	batch 1 loss: 1.611926555633545
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6093653440475464
	batch 3 loss: 1.6089909076690674
	batch 4 loss: 1.6108391284942627
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6078026294708252
	batch 6 loss: 1.609503149986267
	batch 7 loss: 1.6107196807861328
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6057038307189941
	batch 9 loss: 1.612980604171753
	batch 10 loss: 1.602896809577942
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.602896809577942 valid 1.6095454692840576
EPOCH 150:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6114583015441895
	batch 2 loss: 1.6103203296661377
	batch 3 loss: 1.6072980165481567
	batch 4 loss: 1.6113966703414917
	batch 5 loss: 1.6065281629562378
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6098504066467285
	batch 7 loss: 1.6114308834075928
	batch 8 loss: 1.6083879470825195
	batch 9 loss: 1.6086463928222656
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.609692931175232
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.609692931175232 valid 1.609994888305664
EPOCH 151:
	batch 1 loss: 1.6074388027191162
	batch 2 loss: 1.6110780239105225
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6087051630020142
	batch 4 loss: 1.6081082820892334
	batch 5 loss: 1.611064076423645
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.608720302581787
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6059074401855469
	batch 8 loss: 1.6130717992782593
	batch 9 loss: 1.6121503114700317
	batch 10 loss: 1.6069415807724
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6069415807724 valid 1.609511137008667
EPOCH 152:
	batch 1 loss: 1.6105146408081055
	batch 2 loss: 1.6126468181610107
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6053545475006104
	batch 4 loss: 1.6056731939315796
	batch 5 loss: 1.6082185506820679
	batch 6 loss: 1.609682559967041
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6105427742004395
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.609032154083252
	batch 9 loss: 1.6113862991333008
	batch 10 loss: 1.6160882711410522
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6160882711410522 valid 1.6097400188446045
EPOCH 153:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6103906631469727
	batch 2 loss: 1.6105886697769165
	batch 3 loss: 1.607797622680664
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.609541654586792
	batch 5 loss: 1.610784649848938
	batch 6 loss: 1.6083515882492065
	batch 7 loss: 1.608913779258728
	batch 8 loss: 1.6090097427368164
	batch 9 loss: 1.6096339225769043
	batch 10 loss: 1.6105481386184692
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6105481386184692 valid 1.6095892190933228
EPOCH 154:
	batch 1 loss: 1.609689474105835
	batch 2 loss: 1.6089242696762085
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6110745668411255
	batch 4 loss: 1.6096842288970947
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.610579252243042
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6088497638702393
	batch 7 loss: 1.609187364578247
	batch 8 loss: 1.6107988357543945
	batch 9 loss: 1.6069927215576172
	batch 10 loss: 1.6080502271652222
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6080502271652222 valid 1.6091060638427734
EPOCH 155:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6103461980819702
	batch 2 loss: 1.6098713874816895
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6069462299346924
	batch 4 loss: 1.6087466478347778
	batch 5 loss: 1.6083815097808838
	batch 6 loss: 1.6104966402053833
	batch 7 loss: 1.6088314056396484
	batch 8 loss: 1.60776686668396
	batch 9 loss: 1.611940622329712
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6146587133407593
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6146587133407593 valid 1.6098194122314453
EPOCH 156:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6113252639770508
	batch 2 loss: 1.6098846197128296
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6085052490234375
	batch 4 loss: 1.6095011234283447
	batch 5 loss: 1.607560157775879
	batch 6 loss: 1.609435796737671
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6078073978424072
	batch 8 loss: 1.612546443939209
	batch 9 loss: 1.6109756231307983
	batch 10 loss: 1.6036008596420288
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6036008596420288 valid 1.6096588373184204
EPOCH 157:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6126114130020142
	batch 2 loss: 1.6058993339538574
	batch 3 loss: 1.6113762855529785
	batch 4 loss: 1.6112459897994995
	batch 5 loss: 1.608202576637268
	batch 6 loss: 1.6055152416229248
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6083430051803589
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6108630895614624
	batch 9 loss: 1.6088807582855225
	batch 10 loss: 1.6165170669555664
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6165170669555664 valid 1.609506368637085
EPOCH 158:
	batch 1 loss: 1.610029697418213
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6065669059753418
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6088545322418213
	batch 4 loss: 1.6086223125457764
	batch 5 loss: 1.6101610660552979
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6132776737213135
	batch 7 loss: 1.609079122543335
	batch 8 loss: 1.6105396747589111
	batch 9 loss: 1.6098524332046509
	batch 10 loss: 1.6054686307907104
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6054686307907104 valid 1.6095815896987915
EPOCH 159:
	batch 1 loss: 1.6082005500793457
	batch 2 loss: 1.6095144748687744
	batch 3 loss: 1.610077142715454
	batch 4 loss: 1.6068141460418701
	batch 5 loss: 1.6141390800476074
	batch 6 loss: 1.607785701751709
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.607108235359192
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6127632856369019
	batch 9 loss: 1.6090158224105835
	batch 10 loss: 1.609742522239685
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.609742522239685 valid 1.6091753244400024
EPOCH 160:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.609285593032837
	batch 2 loss: 1.6080691814422607
	batch 3 loss: 1.6096363067626953
	batch 4 loss: 1.6105477809906006
	batch 5 loss: 1.6098217964172363
	batch 6 loss: 1.6099004745483398
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6078941822052002
	batch 8 loss: 1.6091504096984863
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.60904860496521
	batch 10 loss: 1.6150234937667847
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6150234937667847 valid 1.6097917556762695
EPOCH 161:
	batch 1 loss: 1.607459545135498
	batch 2 loss: 1.6095459461212158
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6110615730285645
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.608015775680542
	batch 5 loss: 1.6095560789108276
	batch 6 loss: 1.6100711822509766
	batch 7 loss: 1.614353895187378
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6065165996551514
	batch 9 loss: 1.6089277267456055
	batch 10 loss: 1.608588695526123
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.608588695526123 valid 1.6090434789657593
EPOCH 162:
	batch 1 loss: 1.611402153968811
	batch 2 loss: 1.608964204788208
	batch 3 loss: 1.6080589294433594
	batch 4 loss: 1.6098657846450806
	batch 5 loss: 1.6117122173309326
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6070653200149536
	batch 7 loss: 1.6097774505615234
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.608506441116333
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.609113097190857
	batch 10 loss: 1.6113624572753906
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6113624572753906 valid 1.6096889972686768
EPOCH 163:
	batch 1 loss: 1.609061360359192
	batch 2 loss: 1.608139991760254
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6105197668075562
	batch 4 loss: 1.6080291271209717
	batch 5 loss: 1.609631896018982
	batch 6 loss: 1.6087474822998047
	batch 7 loss: 1.6118907928466797
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.609346866607666
	batch 9 loss: 1.6099649667739868
	batch 10 loss: 1.6090925931930542
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6090925931930542 valid 1.6096454858779907
EPOCH 164:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6065638065338135
	batch 2 loss: 1.6096720695495605
	batch 3 loss: 1.6101179122924805
	batch 4 loss: 1.610560655593872
	batch 5 loss: 1.6119072437286377
	batch 6 loss: 1.60910964012146
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6119678020477295
	batch 8 loss: 1.6078217029571533
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6078325510025024
	batch 10 loss: 1.6096553802490234
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6096553802490234 valid 1.60955810546875
EPOCH 165:
	batch 1 loss: 1.6113519668579102
	batch 2 loss: 1.611238718032837
	batch 3 loss: 1.6070107221603394
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6085495948791504
	batch 5 loss: 1.6101622581481934
	batch 6 loss: 1.6085114479064941
	batch 7 loss: 1.6100744009017944
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.607580542564392
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.61186945438385
	batch 10 loss: 1.606308937072754
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.606308937072754 valid 1.6096185445785522
EPOCH 166:
	batch 1 loss: 1.6099413633346558
	batch 2 loss: 1.6073273420333862
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6081680059432983
	batch 4 loss: 1.6115434169769287
	batch 5 loss: 1.6122474670410156
	batch 6 loss: 1.6104755401611328
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.605855941772461
	batch 8 loss: 1.6122424602508545
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6085114479064941
	batch 10 loss: 1.606745719909668
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.606745719909668 valid 1.6095950603485107
EPOCH 167:
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.611351490020752
	batch 2 loss: 1.6083042621612549
	batch 3 loss: 1.607635736465454
	batch 4 loss: 1.6109191179275513
	batch 5 loss: 1.6100295782089233
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6115835905075073
	batch 7 loss: 1.6086292266845703
	batch 8 loss: 1.6081559658050537
	batch 9 loss: 1.6096560955047607
	batch 10 loss: 1.6065826416015625
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6065826416015625 valid 1.6093982458114624
EPOCH 168:
	batch 1 loss: 1.611825704574585
	batch 2 loss: 1.6067771911621094
	batch 3 loss: 1.609872579574585
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.610058307647705
	batch 5 loss: 1.6108388900756836
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6084694862365723
	batch 7 loss: 1.6100075244903564
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6098439693450928
	batch 9 loss: 1.6090929508209229
	batch 10 loss: 1.6061235666275024
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6061235666275024 valid 1.6096038818359375
EPOCH 169:
	batch 1 loss: 1.6099743843078613
	batch 2 loss: 1.6067901849746704
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.607967734336853
	batch 4 loss: 1.610924482345581
	batch 5 loss: 1.6102516651153564
	batch 6 loss: 1.6118266582489014
	batch 7 loss: 1.610514760017395
	batch 8 loss: 1.609373688697815
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.609994649887085
	batch 10 loss: 1.6044918298721313
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6044918298721313 valid 1.6092392206192017
EPOCH 170:
	batch 1 loss: 1.6084084510803223
	batch 2 loss: 1.6096910238265991
	batch 3 loss: 1.6108381748199463
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6086525917053223
	batch 5 loss: 1.6100573539733887
	batch 6 loss: 1.6080771684646606
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.612168312072754
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6103339195251465
	batch 9 loss: 1.608769416809082
	batch 10 loss: 1.6048002243041992
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6048002243041992 valid 1.609277367591858
EPOCH 171:
	batch 1 loss: 1.6083300113677979
	batch 2 loss: 1.6112780570983887
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.610911250114441
	batch 4 loss: 1.6099445819854736
	batch 5 loss: 1.6093418598175049
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6088004112243652
	batch 7 loss: 1.6104700565338135
	batch 8 loss: 1.6048647165298462
	batch 9 loss: 1.6113559007644653
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6101423501968384
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6101423501968384 valid 1.6094739437103271
EPOCH 172:
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.613750696182251
	batch 2 loss: 1.6071816682815552
	batch 3 loss: 1.6060504913330078
	batch 4 loss: 1.611177682876587
	batch 5 loss: 1.6103872060775757
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.611067771911621
	batch 7 loss: 1.607185959815979
	batch 8 loss: 1.6095548868179321
	batch 9 loss: 1.608332872390747
	batch 10 loss: 1.6110919713974
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6110919713974 valid 1.6092779636383057
EPOCH 173:
	batch 1 loss: 1.6084611415863037
	batch 2 loss: 1.611842393875122
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.607523798942566
	batch 4 loss: 1.610412836074829
	batch 5 loss: 1.6090192794799805
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6115684509277344
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.609619379043579
	batch 8 loss: 1.6074004173278809
	batch 9 loss: 1.6098110675811768
	batch 10 loss: 1.6092604398727417
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6092604398727417 valid 1.6093924045562744
EPOCH 174:
	batch 1 loss: 1.6102516651153564
	batch 2 loss: 1.607422947883606
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6078746318817139
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6087942123413086
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.608230710029602
	batch 6 loss: 1.6132969856262207
	batch 7 loss: 1.6125084161758423
	batch 8 loss: 1.6078423261642456
	batch 9 loss: 1.6109343767166138
	batch 10 loss: 1.6048978567123413
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6048978567123413 valid 1.6093413829803467
EPOCH 175:
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6070693731307983
	batch 2 loss: 1.6089085340499878
	batch 3 loss: 1.6111204624176025
	batch 4 loss: 1.6117510795593262
	batch 5 loss: 1.6083577871322632
	batch 6 loss: 1.6084243059158325
	batch 7 loss: 1.6098594665527344
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6104505062103271
	batch 9 loss: 1.6096559762954712
	batch 10 loss: 1.6087703704833984
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6087703704833984 valid 1.6092571020126343
EPOCH 176:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6081767082214355
	batch 2 loss: 1.6101999282836914
	batch 3 loss: 1.6076117753982544
	batch 4 loss: 1.6091117858886719
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6113470792770386
	batch 6 loss: 1.6096348762512207
	batch 7 loss: 1.610359787940979
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6105332374572754
	batch 9 loss: 1.610020399093628
	batch 10 loss: 1.6046699285507202
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6046699285507202 valid 1.6092569828033447
EPOCH 177:
	batch 1 loss: 1.6102200746536255
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6103863716125488
	batch 3 loss: 1.6108378171920776
	batch 4 loss: 1.6079655885696411
	batch 5 loss: 1.6104742288589478
	batch 6 loss: 1.6076922416687012
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6078248023986816
	batch 8 loss: 1.6075596809387207
	batch 9 loss: 1.6102826595306396
	batch 10 loss: 1.615350365638733
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.615350365638733 valid 1.6091763973236084
EPOCH 178:
	batch 1 loss: 1.610715389251709
	batch 2 loss: 1.6103341579437256
	batch 3 loss: 1.6128389835357666
	batch 4 loss: 1.6070482730865479
	batch 5 loss: 1.6080094575881958
	batch 6 loss: 1.609466314315796
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6077159643173218
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6089458465576172
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6104313135147095
	batch 10 loss: 1.6089463233947754
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6089463233947754 valid 1.6098283529281616
EPOCH 179:
	batch 1 loss: 1.6085143089294434
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6080331802368164
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6087008714675903
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6096316576004028
	batch 5 loss: 1.6105737686157227
	batch 6 loss: 1.609889268875122
	batch 7 loss: 1.6094157695770264
	batch 8 loss: 1.6117944717407227
	batch 9 loss: 1.6081223487854004
	batch 10 loss: 1.6116943359375
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6116943359375 valid 1.6092952489852905
EPOCH 180:
	batch 1 loss: 1.609900951385498
	batch 2 loss: 1.6085424423217773
	batch 3 loss: 1.610640525817871
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6063741445541382
	batch 5 loss: 1.609750747680664
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.611438512802124
	batch 7 loss: 1.608285903930664
	batch 8 loss: 1.607820749282837
	batch 9 loss: 1.6137394905090332
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6061092615127563
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6061092615127563 valid 1.609410285949707
EPOCH 181:
	batch 1 loss: 1.611274242401123
	batch 2 loss: 1.6102465391159058
	batch 3 loss: 1.609962821006775
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6098251342773438
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6108264923095703
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6074883937835693
	batch 7 loss: 1.6078646183013916
	batch 8 loss: 1.610747218132019
	batch 9 loss: 1.6067315340042114
	batch 10 loss: 1.610648512840271
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.610648512840271 valid 1.6094516515731812
EPOCH 182:
	batch 1 loss: 1.6113173961639404
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6057331562042236
	batch 3 loss: 1.6081156730651855
	batch 4 loss: 1.608079195022583
	batch 5 loss: 1.6086297035217285
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6089421510696411
	batch 7 loss: 1.6126136779785156
	batch 8 loss: 1.6107916831970215
	batch 9 loss: 1.6093523502349854
	batch 10 loss: 1.6140567064285278
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6140567064285278 valid 1.6093027591705322
EPOCH 183:
	batch 1 loss: 1.6089916229248047
	batch 2 loss: 1.607371211051941
	batch 3 loss: 1.6116416454315186
	batch 4 loss: 1.6098072528839111
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.609425663948059
	batch 6 loss: 1.6119877099990845
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.60791015625
	batch 8 loss: 1.608945369720459
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6084458827972412
	batch 10 loss: 1.611412525177002
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.611412525177002 valid 1.6093947887420654
EPOCH 184:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6104152202606201
	batch 2 loss: 1.610853672027588
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6103026866912842
	batch 4 loss: 1.609726905822754
	batch 5 loss: 1.6066179275512695
	batch 6 loss: 1.6095256805419922
	batch 7 loss: 1.6085691452026367
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6093814373016357
	batch 9 loss: 1.6090362071990967
	batch 10 loss: 1.6122336387634277
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6122336387634277 valid 1.6097818613052368
EPOCH 185:
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6096725463867188
	batch 2 loss: 1.611854076385498
	batch 3 loss: 1.611680030822754
	batch 4 loss: 1.6088286638259888
	batch 5 loss: 1.6110835075378418
	batch 6 loss: 1.607229232788086
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6074745655059814
	batch 8 loss: 1.6105473041534424
	batch 9 loss: 1.6078697443008423
	batch 10 loss: 1.6079206466674805
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6079206466674805 valid 1.6092529296875
EPOCH 186:
	batch 1 loss: 1.6088130474090576
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6080058813095093
	batch 3 loss: 1.6105759143829346
	batch 4 loss: 1.6085938215255737
	batch 5 loss: 1.6105760335922241
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6114494800567627
	batch 7 loss: 1.608297348022461
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6092482805252075
	batch 9 loss: 1.608478307723999
	batch 10 loss: 1.6127063035964966
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6127063035964966 valid 1.6097561120986938
EPOCH 187:
	batch 1 loss: 1.6116290092468262
	batch 2 loss: 1.6085734367370605
	batch 3 loss: 1.6109592914581299
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6078767776489258
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6100330352783203
	batch 6 loss: 1.6078803539276123
	batch 7 loss: 1.608023762702942
	batch 8 loss: 1.6093000173568726
	batch 9 loss: 1.6115522384643555
	batch 10 loss: 1.6083383560180664
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6083383560180664 valid 1.6094375848770142
EPOCH 188:
	batch 1 loss: 1.6077780723571777
	batch 2 loss: 1.61250901222229
	batch 3 loss: 1.6102409362792969
	batch 4 loss: 1.6107279062271118
	batch 5 loss: 1.6064486503601074
	batch 6 loss: 1.609153389930725
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6075541973114014
	batch 8 loss: 1.6096267700195312
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6102392673492432
	batch 10 loss: 1.6117572784423828
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6117572784423828 valid 1.6092885732650757
EPOCH 189:
	batch 1 loss: 1.610437273979187
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6079227924346924
	batch 3 loss: 1.612270712852478
	batch 4 loss: 1.610633373260498
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6106164455413818
	batch 6 loss: 1.6082111597061157
	batch 7 loss: 1.6088051795959473
	batch 8 loss: 1.6075866222381592
	batch 9 loss: 1.6080782413482666
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6113590002059937
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6113590002059937 valid 1.6093963384628296
EPOCH 190:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.608514428138733
	batch 2 loss: 1.610404372215271
	batch 3 loss: 1.609598159790039
	batch 4 loss: 1.6088451147079468
	batch 5 loss: 1.6103861331939697
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6097466945648193
	batch 7 loss: 1.6098283529281616
	batch 8 loss: 1.6109535694122314
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.60812509059906
	batch 10 loss: 1.6068512201309204
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6068512201309204 valid 1.6099214553833008
EPOCH 191:
	batch 1 loss: 1.6080487966537476
	batch 2 loss: 1.608153223991394
	batch 3 loss: 1.6082662343978882
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6111385822296143
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.612244725227356
	batch 6 loss: 1.6115728616714478
	batch 7 loss: 1.6078753471374512
	batch 8 loss: 1.609924554824829
	batch 9 loss: 1.6086984872817993
	batch 10 loss: 1.6075520515441895
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6075520515441895 valid 1.609187126159668
EPOCH 192:
	batch 1 loss: 1.611372709274292
	batch 2 loss: 1.6126012802124023
	batch 3 loss: 1.6083259582519531
	batch 4 loss: 1.612515926361084
	batch 5 loss: 1.6086585521697998
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6080071926116943
	batch 7 loss: 1.6074304580688477
	batch 8 loss: 1.609249472618103
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6086022853851318
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.605635166168213
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.605635166168213 valid 1.6094900369644165
EPOCH 193:
	batch 1 loss: 1.6093852519989014
	batch 2 loss: 1.6106207370758057
	batch 3 loss: 1.6096956729888916
	batch 4 loss: 1.611652135848999
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.607409954071045
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6080950498580933
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6097421646118164
	batch 8 loss: 1.6077065467834473
	batch 9 loss: 1.6102678775787354
	batch 10 loss: 1.6108990907669067
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6108990907669067 valid 1.6092315912246704
EPOCH 194:
	batch 1 loss: 1.6099923849105835
	batch 2 loss: 1.6113166809082031
	batch 3 loss: 1.6086469888687134
	batch 4 loss: 1.6101515293121338
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6081161499023438
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6087112426757812
	batch 7 loss: 1.6068096160888672
	batch 8 loss: 1.6099905967712402
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.612022876739502
	batch 10 loss: 1.60824453830719
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.60824453830719 valid 1.609483003616333
EPOCH 195:
	batch 1 loss: 1.606902003288269
	batch 2 loss: 1.609074354171753
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6103087663650513
	batch 4 loss: 1.6081209182739258
	batch 5 loss: 1.608650803565979
	batch 6 loss: 1.6115425825119019
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6128172874450684
	batch 8 loss: 1.6075007915496826
	batch 9 loss: 1.6095149517059326
	batch 10 loss: 1.6124578714370728
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6124578714370728 valid 1.6093645095825195
EPOCH 196:
	batch 1 loss: 1.615187644958496
	batch 2 loss: 1.6087572574615479
	batch 3 loss: 1.608689546585083
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6099259853363037
	batch 5 loss: 1.6081724166870117
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6098880767822266
	batch 7 loss: 1.6091933250427246
	batch 8 loss: 1.6106915473937988
	batch 9 loss: 1.6065727472305298
	batch 10 loss: 1.6057897806167603
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6057897806167603 valid 1.6094214916229248
EPOCH 197:
	batch 1 loss: 1.610180377960205
	batch 2 loss: 1.6115036010742188
	batch 3 loss: 1.6096065044403076
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6100642681121826
	batch 5 loss: 1.6092214584350586
	batch 6 loss: 1.6089541912078857
	batch 7 loss: 1.6077275276184082
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6083861589431763
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6084171533584595
	batch 10 loss: 1.612225890159607
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.612225890159607 valid 1.6091620922088623
EPOCH 198:
	batch 1 loss: 1.6083025932312012
	batch 2 loss: 1.6087076663970947
	batch 3 loss: 1.6106505393981934
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6095824241638184
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6073853969573975
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6072689294815063
	batch 7 loss: 1.6118619441986084
	batch 8 loss: 1.6097252368927002
	batch 9 loss: 1.612060546875
	batch 10 loss: 1.6086821556091309
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6086821556091309 valid 1.6094928979873657
EPOCH 199:
	batch 1 loss: 1.6105308532714844
	batch 2 loss: 1.608278751373291
	batch 3 loss: 1.6095314025878906
	batch 4 loss: 1.6077393293380737
	batch 5 loss: 1.6093873977661133
	batch 6 loss: 1.6099060773849487
	batch 7 loss: 1.6108161211013794
	batch 8 loss: 1.6105005741119385
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.608773946762085
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6088165044784546
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6088165044784546 valid 1.6091549396514893
EPOCH 200:
	batch 1 loss: 1.6097416877746582
	batch 2 loss: 1.6100434064865112
	batch 3 loss: 1.6074632406234741
	batch 4 loss: 1.6096217632293701
	batch 5 loss: 1.6130098104476929
	batch 6 loss: 1.6088690757751465
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.610455870628357
	batch 8 loss: 1.6086403131484985
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6076630353927612
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6088128089904785
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6088128089904785 valid 1.6096903085708618

Process finished with exit code 0
