"C:\Users\Trevor Radez\Documents\GitHub\CIS663-ResearchProject\venv\Scripts\python.exe" "C:\Users\Trevor Radez\Documents\GitHub\CIS663-ResearchProject\main.py"
Path to dataset files: C:\Users\Trevor Radez\.cache\kagglehub\datasets\trainingdatapro\age-detection-human-faces-18-60-years\versions\1
Files in dataset: ['age_detection.csv', 'test', 'train']
C:\Users\Trevor Radez\Documents\GitHub\CIS663-ResearchProject\venv\Lib\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(
NVIDIA GeForce RTX 2060 SUPER
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 [-0.96862745..1.0].
Label: 0
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 [-0.9843137..0.992157].
EPOCH 1:
C:\Users\Trevor Radez\Documents\GitHub\CIS663-ResearchProject\venv\Lib\site-packages\torch\nn\modules\module.py:1773: 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: 1.6136658191680908
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6011638641357422
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.612068772315979
	batch 4 loss: 1.6146299839019775
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6053359508514404
	batch 6 loss: 1.6137245893478394
	batch 7 loss: 1.607905626296997
	batch 8 loss: 1.6096813678741455
	batch 9 loss: 1.6137549877166748
	batch 10 loss: 1.598221778869629
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.598221778869629 valid 1.6099604368209839
EPOCH 2:
	batch 1 loss: 1.6170246601104736
	batch 2 loss: 1.5979485511779785
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6119393110275269
	batch 4 loss: 1.6096396446228027
	batch 5 loss: 1.6002386808395386
	batch 6 loss: 1.6062384843826294
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6161227226257324
	batch 8 loss: 1.6121783256530762
	batch 9 loss: 1.6140213012695312
	batch 10 loss: 1.615616798400879
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.615616798400879 valid 1.6101213693618774
EPOCH 3:
	batch 1 loss: 1.6128039360046387
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6136528253555298
	batch 3 loss: 1.6119263172149658
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.614462971687317
	batch 5 loss: 1.6029508113861084
	batch 6 loss: 1.6108465194702148
	batch 7 loss: 1.6005486249923706
	batch 8 loss: 1.6062638759613037
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6094980239868164
	batch 10 loss: 1.6221946477890015
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6221946477890015 valid 1.6099509000778198
EPOCH 4:
	batch 1 loss: 1.603548288345337
	batch 2 loss: 1.6091740131378174
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6132181882858276
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.605346441268921
	batch 5 loss: 1.6111485958099365
	batch 6 loss: 1.6080176830291748
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6060479879379272
	batch 8 loss: 1.6195671558380127
	batch 9 loss: 1.6134250164031982
	batch 10 loss: 1.6040948629379272
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6040948629379272 valid 1.608743667602539
EPOCH 5:
	batch 1 loss: 1.6123085021972656
	batch 2 loss: 1.59585440158844
	batch 3 loss: 1.603916883468628
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6159605979919434
	batch 5 loss: 1.610248327255249
	batch 6 loss: 1.6158769130706787
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6029980182647705
	batch 8 loss: 1.6143195629119873
	batch 9 loss: 1.6174249649047852
	batch 10 loss: 1.605702519416809
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.605702519416809 valid 1.6103156805038452
EPOCH 6:
	batch 1 loss: 1.6113320589065552
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6012686491012573
	batch 3 loss: 1.6157675981521606
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.609419822692871
	batch 5 loss: 1.617529034614563
	batch 6 loss: 1.6026263236999512
	batch 7 loss: 1.610558271408081
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6089838743209839
	batch 9 loss: 1.61544668674469
	batch 10 loss: 1.5946044921875
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.5946044921875 valid 1.6103113889694214
EPOCH 7:
	batch 1 loss: 1.6066079139709473
	batch 2 loss: 1.6086852550506592
	batch 3 loss: 1.6143691539764404
	batch 4 loss: 1.60806405544281
	batch 5 loss: 1.6101142168045044
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6121100187301636
	batch 7 loss: 1.6011148691177368
	batch 8 loss: 1.6113430261611938
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6132954359054565
	batch 10 loss: 1.613991141319275
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.613991141319275 valid 1.6097828149795532
EPOCH 8:
	batch 1 loss: 1.6050782203674316
	batch 2 loss: 1.6082193851470947
	batch 3 loss: 1.617905616760254
	batch 4 loss: 1.6020188331604004
	batch 5 loss: 1.616641879081726
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6113598346710205
	batch 7 loss: 1.6111767292022705
	batch 8 loss: 1.6130304336547852
	batch 9 loss: 1.6023446321487427
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6083298921585083
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6083298921585083 valid 1.60992431640625
EPOCH 9:
	batch 1 loss: 1.607395887374878
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6104836463928223
	batch 3 loss: 1.6108582019805908
	batch 4 loss: 1.6151257753372192
	batch 5 loss: 1.6112713813781738
	batch 6 loss: 1.6049690246582031
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6092584133148193
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6157827377319336
	batch 9 loss: 1.6039103269577026
	batch 10 loss: 1.604732871055603
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.604732871055603 valid 1.6097373962402344
EPOCH 10:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6098326444625854
	batch 2 loss: 1.6060571670532227
	batch 3 loss: 1.6131747961044312
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6128365993499756
	batch 5 loss: 1.6076385974884033
	batch 6 loss: 1.6134225130081177
	batch 7 loss: 1.615656852722168
	batch 8 loss: 1.6015269756317139
	batch 9 loss: 1.6052112579345703
	batch 10 loss: 1.6145986318588257
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6145986318588257 valid 1.6092655658721924
EPOCH 11:
	batch 1 loss: 1.607612133026123
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6043403148651123
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6115797758102417
	batch 4 loss: 1.607107400894165
	batch 5 loss: 1.6146456003189087
	batch 6 loss: 1.605614423751831
	batch 7 loss: 1.6069982051849365
	batch 8 loss: 1.6158277988433838
	batch 9 loss: 1.6111581325531006
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6155778169631958
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6155778169631958 valid 1.6092652082443237
EPOCH 12:
	batch 1 loss: 1.6117497682571411
	batch 2 loss: 1.605921983718872
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.614206314086914
	batch 4 loss: 1.6020824909210205
	batch 5 loss: 1.6171647310256958
	batch 6 loss: 1.6097015142440796
	batch 7 loss: 1.6138451099395752
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.606584906578064
	batch 9 loss: 1.6058573722839355
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.609362006187439
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.609362006187439 valid 1.6088165044784546
EPOCH 13:
	batch 1 loss: 1.6123366355895996
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6045364141464233
	batch 3 loss: 1.61507248878479
	batch 4 loss: 1.6143708229064941
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6101303100585938
	batch 6 loss: 1.6026376485824585
	batch 7 loss: 1.6081966161727905
	batch 8 loss: 1.6149442195892334
	batch 9 loss: 1.612065076828003
	batch 10 loss: 1.591073989868164
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.591073989868164 valid 1.609108805656433
EPOCH 14:
	batch 1 loss: 1.6036741733551025
	batch 2 loss: 1.6073533296585083
	batch 3 loss: 1.6093525886535645
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6073503494262695
	batch 5 loss: 1.6160578727722168
	batch 6 loss: 1.6149312257766724
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6074438095092773
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6102051734924316
	batch 9 loss: 1.6180133819580078
	batch 10 loss: 1.590719223022461
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.590719223022461 valid 1.6099175214767456
EPOCH 15:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6015598773956299
	batch 2 loss: 1.6083884239196777
	batch 3 loss: 1.6102650165557861
	batch 4 loss: 1.6112151145935059
	batch 5 loss: 1.6072371006011963
	batch 6 loss: 1.6055209636688232
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6141356229782104
	batch 8 loss: 1.6103403568267822
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6151368618011475
	batch 10 loss: 1.6189966201782227
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6189966201782227 valid 1.610579490661621
EPOCH 16:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.612112045288086
	batch 2 loss: 1.6101164817810059
	batch 3 loss: 1.6122897863388062
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6046350002288818
	batch 5 loss: 1.609358787536621
	batch 6 loss: 1.612104892730713
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6139204502105713
	batch 8 loss: 1.6065821647644043
	batch 9 loss: 1.6073486804962158
	batch 10 loss: 1.6060867309570312
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6060867309570312 valid 1.609269142150879
EPOCH 17:
	batch 1 loss: 1.6128144264221191
	batch 2 loss: 1.6092811822891235
	batch 3 loss: 1.6103756427764893
	batch 4 loss: 1.6058716773986816
	batch 5 loss: 1.606568455696106
	batch 6 loss: 1.606584072113037
	batch 7 loss: 1.618644118309021
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.613901138305664
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6045823097229004
	batch 10 loss: 1.6058311462402344
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6058311462402344 valid 1.6094439029693604
EPOCH 18:
	batch 1 loss: 1.6028435230255127
	batch 2 loss: 1.6063063144683838
	batch 3 loss: 1.6148182153701782
	batch 4 loss: 1.6151233911514282
	batch 5 loss: 1.6121329069137573
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6055164337158203
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.610243320465088
	batch 8 loss: 1.610164761543274
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6159343719482422
	batch 10 loss: 1.5935478210449219
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.5935478210449219 valid 1.6095600128173828
EPOCH 19:
	batch 1 loss: 1.6131086349487305
	batch 2 loss: 1.6007577180862427
	batch 3 loss: 1.615889549255371
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6014273166656494
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6160380840301514
	batch 6 loss: 1.6101853847503662
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6096312999725342
	batch 8 loss: 1.6159610748291016
	batch 9 loss: 1.605299949645996
	batch 10 loss: 1.6063462495803833
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6063462495803833 valid 1.6094478368759155
EPOCH 20:
	batch 1 loss: 1.6053813695907593
	batch 2 loss: 1.609264850616455
	batch 3 loss: 1.6052532196044922
	batch 4 loss: 1.6072337627410889
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6170454025268555
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6161649227142334
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6114823818206787
	batch 8 loss: 1.6081424951553345
	batch 9 loss: 1.6043885946273804
	batch 10 loss: 1.6169837713241577
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6169837713241577 valid 1.610102653503418
EPOCH 21:
	batch 1 loss: 1.6101596355438232
	batch 2 loss: 1.6103565692901611
	batch 3 loss: 1.6073384284973145
	batch 4 loss: 1.6102495193481445
	batch 5 loss: 1.6035020351409912
	batch 6 loss: 1.615823745727539
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6093904972076416
	batch 8 loss: 1.609846591949463
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6094412803649902
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.612321376800537
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.612321376800537 valid 1.6106624603271484
EPOCH 22:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.608501672744751
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6142537593841553
	batch 3 loss: 1.607972502708435
	batch 4 loss: 1.6188509464263916
	batch 5 loss: 1.6075713634490967
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6080886125564575
	batch 7 loss: 1.613174319267273
	batch 8 loss: 1.6036970615386963
	batch 9 loss: 1.603590726852417
	batch 10 loss: 1.6135783195495605
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6135783195495605 valid 1.6100292205810547
EPOCH 23:
	batch 1 loss: 1.6064844131469727
	batch 2 loss: 1.6111842393875122
	batch 3 loss: 1.6055020093917847
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6092666387557983
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6120994091033936
	batch 6 loss: 1.616660237312317
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6093093156814575
	batch 8 loss: 1.6121516227722168
	batch 9 loss: 1.6064996719360352
	batch 10 loss: 1.6038737297058105
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6038737297058105 valid 1.6098746061325073
EPOCH 24:
	batch 1 loss: 1.6065539121627808
	batch 2 loss: 1.609218716621399
	batch 3 loss: 1.6074448823928833
	batch 4 loss: 1.6082979440689087
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6139655113220215
	batch 6 loss: 1.6111458539962769
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6055796146392822
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6147422790527344
	batch 9 loss: 1.6102218627929688
	batch 10 loss: 1.608859658241272
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.608859658241272 valid 1.6100130081176758
EPOCH 25:
	batch 1 loss: 1.6101741790771484
	batch 2 loss: 1.6067091226577759
	batch 3 loss: 1.605682611465454
	batch 4 loss: 1.6092205047607422
	batch 5 loss: 1.6175366640090942
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6074528694152832
	batch 7 loss: 1.6092191934585571
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6110947132110596
	batch 9 loss: 1.612857699394226
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6013498306274414
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6013498306274414 valid 1.6100292205810547
EPOCH 26:
	batch 1 loss: 1.6065576076507568
	batch 2 loss: 1.6102032661437988
	batch 3 loss: 1.6064767837524414
	batch 4 loss: 1.6056301593780518
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6147915124893188
	batch 6 loss: 1.6093257665634155
	batch 7 loss: 1.6111464500427246
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6174094676971436
	batch 9 loss: 1.6046677827835083
	batch 10 loss: 1.6111583709716797
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6111583709716797 valid 1.609105110168457
EPOCH 27:
	batch 1 loss: 1.6100993156433105
	batch 2 loss: 1.5992193222045898
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6001033782958984
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.618293285369873
	batch 5 loss: 1.615905523300171
	batch 6 loss: 1.6074433326721191
	batch 7 loss: 1.615769386291504
	batch 8 loss: 1.6021794080734253
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6155791282653809
	batch 10 loss: 1.6164077520370483
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6164077520370483 valid 1.6098695993423462
EPOCH 28:
	batch 1 loss: 1.6164095401763916
	batch 2 loss: 1.6138105392456055
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.612871766090393
	batch 4 loss: 1.6065235137939453
	batch 5 loss: 1.5994861125946045
	batch 6 loss: 1.606628656387329
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6083061695098877
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.615612268447876
	batch 9 loss: 1.607480525970459
	batch 10 loss: 1.6088567972183228
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6088567972183228 valid 1.6100244522094727
EPOCH 29:
	batch 1 loss: 1.6155297756195068
	batch 2 loss: 1.61185884475708
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6102149486541748
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.602299690246582
	batch 5 loss: 1.6049072742462158
	batch 6 loss: 1.6109557151794434
	batch 7 loss: 1.6127419471740723
	batch 8 loss: 1.6102135181427002
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6094714403152466
	batch 10 loss: 1.6062637567520142
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6062637567520142 valid 1.6101349592208862
EPOCH 30:
	batch 1 loss: 1.6136391162872314
	batch 2 loss: 1.611842393875122
	batch 3 loss: 1.6153651475906372
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6110279560089111
	batch 5 loss: 1.6030662059783936
	batch 6 loss: 1.6111373901367188
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6024810075759888
	batch 8 loss: 1.6101922988891602
	batch 9 loss: 1.6142710447311401
	batch 10 loss: 1.592796802520752
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.592796802520752 valid 1.609979510307312
EPOCH 31:
	batch 1 loss: 1.6187810897827148
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6032768487930298
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6051809787750244
	batch 4 loss: 1.611889123916626
	batch 5 loss: 1.611991286277771
	batch 6 loss: 1.6031441688537598
	batch 7 loss: 1.607459306716919
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6074419021606445
	batch 9 loss: 1.6170672178268433
	batch 10 loss: 1.610953450202942
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.610953450202942 valid 1.6097019910812378
EPOCH 32:
	batch 1 loss: 1.622481107711792
	batch 2 loss: 1.6057581901550293
	batch 3 loss: 1.6124626398086548
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6124961376190186
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.606712818145752
	batch 6 loss: 1.611931324005127
	batch 7 loss: 1.6057374477386475
	batch 8 loss: 1.6067883968353271
	batch 9 loss: 1.605388879776001
	batch 10 loss: 1.6025699377059937
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6025699377059937 valid 1.610171914100647
EPOCH 33:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6113862991333008
	batch 2 loss: 1.607530117034912
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6113941669464111
	batch 4 loss: 1.6015703678131104
	batch 5 loss: 1.6102020740509033
	batch 6 loss: 1.6163604259490967
	batch 7 loss: 1.6121065616607666
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6015698909759521
	batch 9 loss: 1.6139297485351562
	batch 10 loss: 1.6110858917236328
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6110858917236328 valid 1.6104462146759033
EPOCH 34:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6069397926330566
	batch 2 loss: 1.6117006540298462
	batch 3 loss: 1.6070071458816528
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6107691526412964
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6164064407348633
	batch 6 loss: 1.608560562133789
	batch 7 loss: 1.61082923412323
	batch 8 loss: 1.609000563621521
	batch 9 loss: 1.6085231304168701
	batch 10 loss: 1.6019686460494995
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6019686460494995 valid 1.6102749109268188
EPOCH 35:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.609966516494751
	batch 2 loss: 1.6107847690582275
	batch 3 loss: 1.6068437099456787
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6058082580566406
	batch 5 loss: 1.6050031185150146
	batch 6 loss: 1.6119881868362427
	batch 7 loss: 1.613451600074768
	batch 8 loss: 1.6103001832962036
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6092435121536255
	batch 10 loss: 1.6182307004928589
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6182307004928589 valid 1.6101478338241577
EPOCH 36:
	batch 1 loss: 1.61807119846344
	batch 2 loss: 1.6091668605804443
	batch 3 loss: 1.6134387254714966
	batch 4 loss: 1.6050031185150146
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.603952169418335
	batch 6 loss: 1.611903429031372
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6135149002075195
	batch 8 loss: 1.6027538776397705
	batch 9 loss: 1.6084097623825073
	batch 10 loss: 1.6111520528793335
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6111520528793335 valid 1.609129786491394
EPOCH 37:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.604663610458374
	batch 2 loss: 1.6109771728515625
	batch 3 loss: 1.613446831703186
	batch 4 loss: 1.6007740497589111
	batch 5 loss: 1.611284852027893
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.603403091430664
	batch 7 loss: 1.6125569343566895
	batch 8 loss: 1.610100269317627
	batch 9 loss: 1.6188228130340576
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6110912561416626
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 1.6110912561416626 valid 1.6106947660446167
EPOCH 38:
	batch 1 loss: 1.604071021080017
	batch 2 loss: 1.614335060119629
	batch 3 loss: 1.6083115339279175
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6041388511657715
	batch 5 loss: 1.6152656078338623
	batch 6 loss: 1.6111948490142822
	batch 7 loss: 1.613778829574585
	batch 8 loss: 1.60173761844635
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6108291149139404
	batch 10 loss: 1.6179084777832031
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6179084777832031 valid 1.6101082563400269
EPOCH 39:
	batch 1 loss: 1.6101584434509277
	batch 2 loss: 1.6000337600708008
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6125521659851074
	batch 4 loss: 1.6159989833831787
	batch 5 loss: 1.609203815460205
	batch 6 loss: 1.6075663566589355
	batch 7 loss: 1.6142666339874268
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6082816123962402
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6077370643615723
	batch 10 loss: 1.6114683151245117
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6114683151245117 valid 1.609516978263855
EPOCH 40:
	batch 1 loss: 1.6027462482452393
	batch 2 loss: 1.6140286922454834
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6085039377212524
	batch 4 loss: 1.6091139316558838
	batch 5 loss: 1.6110796928405762
	batch 6 loss: 1.609327793121338
	batch 7 loss: 1.6068141460418701
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6092578172683716
	batch 9 loss: 1.6102192401885986
	batch 10 loss: 1.623858094215393
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.623858094215393 valid 1.6097925901412964
EPOCH 41:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.611788034439087
	batch 2 loss: 1.6052093505859375
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.5996416807174683
	batch 4 loss: 1.6141330003738403
	batch 5 loss: 1.6092193126678467
	batch 6 loss: 1.6148061752319336
	batch 7 loss: 1.6077427864074707
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6100331544876099
	batch 9 loss: 1.6181074380874634
	batch 10 loss: 1.598154067993164
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.598154067993164 valid 1.6103187799453735
EPOCH 42:
	batch 1 loss: 1.611665964126587
	batch 2 loss: 1.6171512603759766
	batch 3 loss: 1.6030292510986328
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6068814992904663
	batch 5 loss: 1.6077067852020264
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.60930597782135
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6077818870544434
	batch 8 loss: 1.6132404804229736
	batch 9 loss: 1.613200068473816
	batch 10 loss: 1.60001802444458
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.60001802444458 valid 1.6099342107772827
EPOCH 43:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6093188524246216
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6084017753601074
	batch 3 loss: 1.6076829433441162
	batch 4 loss: 1.610041856765747
	batch 5 loss: 1.6170787811279297
	batch 6 loss: 1.6079864501953125
	batch 7 loss: 1.608317494392395
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.601353406906128
	batch 9 loss: 1.614933967590332
	batch 10 loss: 1.6127225160598755
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6127225160598755 valid 1.6084463596343994
EPOCH 44:
	batch 1 loss: 1.6073342561721802
	batch 2 loss: 1.6111845970153809
	batch 3 loss: 1.6074237823486328
	batch 4 loss: 1.6074856519699097
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6101036071777344
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6104259490966797
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6080875396728516
	batch 8 loss: 1.6100823879241943
	batch 9 loss: 1.6091593503952026
	batch 10 loss: 1.6231975555419922
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6231975555419922 valid 1.6100777387619019
EPOCH 45:
	batch 1 loss: 1.609405279159546
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.603894591331482
	batch 3 loss: 1.6126240491867065
	batch 4 loss: 1.613835096359253
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6132497787475586
	batch 6 loss: 1.609143614768982
	batch 7 loss: 1.606900930404663
	batch 8 loss: 1.6079294681549072
	batch 9 loss: 1.606550931930542
	batch 10 loss: 1.617404580116272
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.617404580116272 valid 1.6098936796188354
EPOCH 46:
	batch 1 loss: 1.6155201196670532
	batch 2 loss: 1.6035988330841064
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6099892854690552
	batch 4 loss: 1.612125277519226
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6113901138305664
	batch 6 loss: 1.605098009109497
	batch 7 loss: 1.6140873432159424
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6056241989135742
	batch 9 loss: 1.6099629402160645
	batch 10 loss: 1.6065292358398438
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6065292358398438 valid 1.609864592552185
EPOCH 47:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.606999397277832
	batch 2 loss: 1.5987637042999268
	batch 3 loss: 1.6137628555297852
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6091822385787964
	batch 5 loss: 1.6054108142852783
	batch 6 loss: 1.6134676933288574
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6102104187011719
	batch 8 loss: 1.61187744140625
	batch 9 loss: 1.6154875755310059
	batch 10 loss: 1.6125293970108032
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6125293970108032 valid 1.6092537641525269
EPOCH 48:
	batch 1 loss: 1.6079211235046387
	batch 2 loss: 1.6048407554626465
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.608268141746521
	batch 4 loss: 1.6128320693969727
	batch 5 loss: 1.6112213134765625
	batch 6 loss: 1.6068334579467773
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6082568168640137
	batch 8 loss: 1.6129326820373535
	batch 9 loss: 1.610754370689392
	batch 10 loss: 1.6158148050308228
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6158148050308228 valid 1.6097402572631836
EPOCH 49:
	batch 1 loss: 1.6169788837432861
	batch 2 loss: 1.6068365573883057
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6071586608886719
	batch 4 loss: 1.6118478775024414
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6055241823196411
	batch 6 loss: 1.6113451719284058
	batch 7 loss: 1.6123921871185303
	batch 8 loss: 1.6089084148406982
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6036694049835205
	batch 10 loss: 1.6138628721237183
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6138628721237183 valid 1.6098206043243408
EPOCH 50:
	batch 1 loss: 1.6106784343719482
	batch 2 loss: 1.6076022386550903
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6122877597808838
	batch 4 loss: 1.6104830503463745
	batch 5 loss: 1.6081910133361816
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6132261753082275
	batch 7 loss: 1.6057050228118896
	batch 8 loss: 1.6067512035369873
	batch 9 loss: 1.6079567670822144
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.617989182472229
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.617989182472229 valid 1.6091728210449219
EPOCH 51:
	batch 1 loss: 1.605181336402893
	batch 2 loss: 1.6095114946365356
	batch 3 loss: 1.6110146045684814
	batch 4 loss: 1.6094411611557007
	batch 5 loss: 1.6067819595336914
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6066421270370483
	batch 7 loss: 1.6112537384033203
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6121478080749512
	batch 9 loss: 1.6136674880981445
	batch 10 loss: 1.6110032796859741
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6110032796859741 valid 1.6093212366104126
EPOCH 52:
	batch 1 loss: 1.6138148307800293
	batch 2 loss: 1.6101669073104858
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6118990182876587
	batch 4 loss: 1.6089805364608765
	batch 5 loss: 1.6088296175003052
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6099565029144287
	batch 7 loss: 1.5972152948379517
	batch 8 loss: 1.613204002380371
	batch 9 loss: 1.613821268081665
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6048237085342407
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6048237085342407 valid 1.6089115142822266
EPOCH 53:
	batch 1 loss: 1.6083331108093262
	batch 2 loss: 1.607856273651123
	batch 3 loss: 1.6069971323013306
	batch 4 loss: 1.6103687286376953
	batch 5 loss: 1.6132581233978271
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6083605289459229
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.608522653579712
	batch 8 loss: 1.6125688552856445
	batch 9 loss: 1.610905647277832
	batch 10 loss: 1.6081660985946655
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6081660985946655 valid 1.6097818613052368
EPOCH 54:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6117579936981201
	batch 2 loss: 1.6095635890960693
	batch 3 loss: 1.6052730083465576
	batch 4 loss: 1.6107226610183716
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6076633930206299
	batch 6 loss: 1.608056902885437
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.611154556274414
	batch 8 loss: 1.6091575622558594
	batch 9 loss: 1.615560531616211
	batch 10 loss: 1.601862907409668
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.601862907409668 valid 1.6097685098648071
EPOCH 55:
	batch 1 loss: 1.6083778142929077
	batch 2 loss: 1.6065263748168945
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6127498149871826
	batch 4 loss: 1.6094627380371094
	batch 5 loss: 1.6030654907226562
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6070556640625
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6136200428009033
	batch 8 loss: 1.615342378616333
	batch 9 loss: 1.6120009422302246
	batch 10 loss: 1.6040016412734985
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6040016412734985 valid 1.6097525358200073
EPOCH 56:
	batch 1 loss: 1.6059768199920654
	batch 2 loss: 1.6146116256713867
	batch 3 loss: 1.6097779273986816
	batch 4 loss: 1.615009069442749
	batch 5 loss: 1.6105611324310303
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6100833415985107
	batch 7 loss: 1.6128767728805542
	batch 8 loss: 1.6037640571594238
	batch 9 loss: 1.607293963432312
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.5998207330703735
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.5998207330703735 valid 1.6094655990600586
EPOCH 57:
	batch 1 loss: 1.6057279109954834
	batch 2 loss: 1.6161525249481201
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.609095811843872
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6108343601226807
	batch 5 loss: 1.6083452701568604
	batch 6 loss: 1.6059472560882568
	batch 7 loss: 1.6128182411193848
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.60986328125
	batch 9 loss: 1.6070506572723389
	batch 10 loss: 1.6099109649658203
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6099109649658203 valid 1.6092805862426758
EPOCH 58:
	batch 1 loss: 1.611541509628296
	batch 2 loss: 1.6128439903259277
	batch 3 loss: 1.6127607822418213
	batch 4 loss: 1.6078965663909912
	batch 5 loss: 1.6061570644378662
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.608518123626709
	batch 7 loss: 1.6072192192077637
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6128933429718018
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6083316802978516
	batch 10 loss: 1.6036425828933716
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6036425828933716 valid 1.610148310661316
EPOCH 59:
	batch 1 loss: 1.6032919883728027
	batch 2 loss: 1.6133687496185303
	batch 3 loss: 1.6090834140777588
	batch 4 loss: 1.6039373874664307
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6123805046081543
	batch 6 loss: 1.6149451732635498
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.607001781463623
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6146628856658936
	batch 9 loss: 1.608026146888733
	batch 10 loss: 1.6082254648208618
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6082254648208618 valid 1.6096925735473633
EPOCH 60:
	batch 1 loss: 1.6078815460205078
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6082032918930054
	batch 3 loss: 1.6090724468231201
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6057109832763672
	batch 5 loss: 1.6130127906799316
	batch 6 loss: 1.6133952140808105
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6100215911865234
	batch 8 loss: 1.6093451976776123
	batch 9 loss: 1.6075804233551025
	batch 10 loss: 1.6144695281982422
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6144695281982422 valid 1.6089998483657837
EPOCH 61:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6040571928024292
	batch 2 loss: 1.6155747175216675
	batch 3 loss: 1.6087498664855957
	batch 4 loss: 1.6127748489379883
	batch 5 loss: 1.6085249185562134
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6088247299194336
	batch 7 loss: 1.612044334411621
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6101856231689453
	batch 9 loss: 1.6063272953033447
	batch 10 loss: 1.6071335077285767
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6071335077285767 valid 1.6095718145370483
EPOCH 62:
	batch 1 loss: 1.6102806329727173
	batch 2 loss: 1.6044342517852783
	batch 3 loss: 1.6120784282684326
	batch 4 loss: 1.6044145822525024
	batch 5 loss: 1.605940341949463
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6095774173736572
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6110470294952393
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.613720178604126
	batch 9 loss: 1.6127158403396606
	batch 10 loss: 1.614478588104248
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.614478588104248 valid 1.6097267866134644
EPOCH 63:
	batch 1 loss: 1.6132595539093018
	batch 2 loss: 1.6050009727478027
	batch 3 loss: 1.6129088401794434
	batch 4 loss: 1.610842227935791
	batch 5 loss: 1.6076054573059082
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6175540685653687
	batch 7 loss: 1.6016861200332642
	batch 8 loss: 1.608694076538086
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6086561679840088
	batch 10 loss: 1.60916268825531
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.60916268825531 valid 1.6094681024551392
EPOCH 64:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6164546012878418
	batch 2 loss: 1.6135611534118652
	batch 3 loss: 1.6028835773468018
	batch 4 loss: 1.6111730337142944
	batch 5 loss: 1.6117746829986572
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6020468473434448
	batch 7 loss: 1.611329436302185
	batch 8 loss: 1.6090813875198364
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6110804080963135
	batch 10 loss: 1.600724697113037
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.600724697113037 valid 1.6095808744430542
EPOCH 65:
	batch 1 loss: 1.6072816848754883
	batch 2 loss: 1.612436056137085
	batch 3 loss: 1.6075667142868042
	batch 4 loss: 1.6047006845474243
	batch 5 loss: 1.6087965965270996
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.611952543258667
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6096031665802002
	batch 8 loss: 1.613706111907959
	batch 9 loss: 1.6101577281951904
	batch 10 loss: 1.60897696018219
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.60897696018219 valid 1.6097908020019531
EPOCH 66:
	batch 1 loss: 1.6116276979446411
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6156336069107056
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6104495525360107
	batch 4 loss: 1.6078611612319946
	batch 5 loss: 1.6053962707519531
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6118437051773071
	batch 7 loss: 1.6079798936843872
	batch 8 loss: 1.60536527633667
	batch 9 loss: 1.6092991828918457
	batch 10 loss: 1.6118580102920532
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6118580102920532 valid 1.609293818473816
EPOCH 67:
	batch 1 loss: 1.6099494695663452
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6137104034423828
	batch 3 loss: 1.611860990524292
	batch 4 loss: 1.6055314540863037
	batch 5 loss: 1.6074166297912598
	batch 6 loss: 1.606040120124817
	batch 7 loss: 1.610437035560608
	batch 8 loss: 1.611266851425171
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6119542121887207
	batch 10 loss: 1.603674292564392
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.603674292564392 valid 1.6092675924301147
EPOCH 68:
	batch 1 loss: 1.611763834953308
	batch 2 loss: 1.6079847812652588
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6067054271697998
	batch 4 loss: 1.6094002723693848
	batch 5 loss: 1.6105473041534424
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6086828708648682
	batch 7 loss: 1.607985496520996
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6137994527816772
	batch 9 loss: 1.607272982597351
	batch 10 loss: 1.6139034032821655
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6139034032821655 valid 1.6096041202545166
EPOCH 69:
	batch 1 loss: 1.609144687652588
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6150825023651123
	batch 3 loss: 1.6059372425079346
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.611130714416504
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6093230247497559
	batch 6 loss: 1.6025137901306152
	batch 7 loss: 1.608820915222168
	batch 8 loss: 1.6158032417297363
	batch 9 loss: 1.6103607416152954
	batch 10 loss: 1.60391104221344
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.60391104221344 valid 1.6092283725738525
EPOCH 70:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.609956979751587
	batch 2 loss: 1.6095771789550781
	batch 3 loss: 1.6087188720703125
	batch 4 loss: 1.610590934753418
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6096608638763428
	batch 6 loss: 1.6124141216278076
	batch 7 loss: 1.6153266429901123
	batch 8 loss: 1.5990632772445679
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6099247932434082
	batch 10 loss: 1.6110256910324097
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6110256910324097 valid 1.609499216079712
EPOCH 71:
	batch 1 loss: 1.603553056716919
	batch 2 loss: 1.6141341924667358
	batch 3 loss: 1.6136642694473267
	batch 4 loss: 1.6133692264556885
	batch 5 loss: 1.6030365228652954
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6079150438308716
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6103739738464355
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6142131090164185
	batch 9 loss: 1.6079657077789307
	batch 10 loss: 1.6039505004882812
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6039505004882812 valid 1.609263300895691
EPOCH 72:
	batch 1 loss: 1.6133313179016113
	batch 2 loss: 1.6111418008804321
	batch 3 loss: 1.6051381826400757
	batch 4 loss: 1.604109525680542
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6090517044067383
	batch 6 loss: 1.611602544784546
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6123685836791992
	batch 8 loss: 1.608443021774292
	batch 9 loss: 1.6092677116394043
	batch 10 loss: 1.6140378713607788
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6140378713607788 valid 1.60903000831604
EPOCH 73:
	batch 1 loss: 1.6048645973205566
	batch 2 loss: 1.6097965240478516
	batch 3 loss: 1.6085760593414307
	batch 4 loss: 1.610532283782959
	batch 5 loss: 1.6092302799224854
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6062737703323364
	batch 7 loss: 1.6089069843292236
	batch 8 loss: 1.6166856288909912
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6106364727020264
	batch 10 loss: 1.6105061769485474
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6105061769485474 valid 1.6100845336914062
EPOCH 74:
	batch 1 loss: 1.6129300594329834
	batch 2 loss: 1.6107497215270996
	batch 3 loss: 1.6089229583740234
	batch 4 loss: 1.604063630104065
	batch 5 loss: 1.6087291240692139
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6089928150177002
	batch 7 loss: 1.6130731105804443
	batch 8 loss: 1.6081323623657227
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6097111701965332
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6111167669296265
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6111167669296265 valid 1.6094528436660767
EPOCH 75:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6078903675079346
	batch 2 loss: 1.6146252155303955
	batch 3 loss: 1.6047724485397339
	batch 4 loss: 1.6146163940429688
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6119163036346436
	batch 6 loss: 1.6082499027252197
	batch 7 loss: 1.6091454029083252
	batch 8 loss: 1.608454942703247
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6051199436187744
	batch 10 loss: 1.6121288537979126
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6121288537979126 valid 1.6099796295166016
EPOCH 76:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6068692207336426
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6129555702209473
	batch 3 loss: 1.6110186576843262
	batch 4 loss: 1.611534595489502
	batch 5 loss: 1.6089520454406738
	batch 6 loss: 1.6089344024658203
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6126372814178467
	batch 8 loss: 1.6078991889953613
	batch 9 loss: 1.6085096597671509
	batch 10 loss: 1.600483775138855
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.600483775138855 valid 1.6090688705444336
EPOCH 77:
	batch 1 loss: 1.6129733324050903
	batch 2 loss: 1.609284520149231
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6118149757385254
	batch 4 loss: 1.6078717708587646
	batch 5 loss: 1.6042593717575073
	batch 6 loss: 1.6098366975784302
	batch 7 loss: 1.6107072830200195
	batch 8 loss: 1.6099473237991333
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6082751750946045
	batch 10 loss: 1.6115297079086304
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6115297079086304 valid 1.6094372272491455
EPOCH 78:
	batch 1 loss: 1.6074061393737793
	batch 2 loss: 1.6100449562072754
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6120338439941406
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.615522861480713
	batch 5 loss: 1.6059728860855103
	batch 6 loss: 1.6115942001342773
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6147011518478394
	batch 8 loss: 1.605919599533081
	batch 9 loss: 1.605175495147705
	batch 10 loss: 1.6028947830200195
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6028947830200195 valid 1.6093329191207886
EPOCH 79:
	batch 1 loss: 1.6094810962677002
	batch 2 loss: 1.6052525043487549
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6041336059570312
	batch 4 loss: 1.6101326942443848
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6097873449325562
	batch 6 loss: 1.6087024211883545
	batch 7 loss: 1.612047553062439
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6110295057296753
	batch 9 loss: 1.6140520572662354
	batch 10 loss: 1.6134042739868164
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6134042739868164 valid 1.6100424528121948
EPOCH 80:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.608415126800537
	batch 2 loss: 1.607283592224121
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6163029670715332
	batch 4 loss: 1.601970911026001
	batch 5 loss: 1.6083799600601196
	batch 6 loss: 1.6105175018310547
	batch 7 loss: 1.6112127304077148
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6112887859344482
	batch 9 loss: 1.6091411113739014
	batch 10 loss: 1.6129337549209595
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6129337549209595 valid 1.6095637083053589
EPOCH 81:
	batch 1 loss: 1.608597755432129
	batch 2 loss: 1.6098129749298096
	batch 3 loss: 1.6044561862945557
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6080436706542969
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6087288856506348
	batch 6 loss: 1.6060640811920166
	batch 7 loss: 1.614116907119751
	batch 8 loss: 1.6165316104888916
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6092262268066406
	batch 10 loss: 1.6104316711425781
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6104316711425781 valid 1.6094633340835571
EPOCH 82:
	batch 1 loss: 1.6072802543640137
	batch 2 loss: 1.6130986213684082
	batch 3 loss: 1.6029133796691895
	batch 4 loss: 1.609147548675537
	batch 5 loss: 1.6074284315109253
	batch 6 loss: 1.6073788404464722
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6153228282928467
	batch 8 loss: 1.6062557697296143
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.617121696472168
	batch 10 loss: 1.6090797185897827
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6090797185897827 valid 1.6097803115844727
EPOCH 83:
	batch 1 loss: 1.6157684326171875
	batch 2 loss: 1.608853816986084
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6116573810577393
	batch 4 loss: 1.6068785190582275
	batch 5 loss: 1.6039135456085205
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6111061573028564
	batch 7 loss: 1.606521725654602
	batch 8 loss: 1.6121110916137695
	batch 9 loss: 1.6110997200012207
	batch 10 loss: 1.6040624380111694
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6040624380111694 valid 1.6094458103179932
EPOCH 84:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6113247871398926
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6102819442749023
	batch 3 loss: 1.6109074354171753
	batch 4 loss: 1.6045868396759033
	batch 5 loss: 1.6069655418395996
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6130380630493164
	batch 7 loss: 1.608026385307312
	batch 8 loss: 1.608575701713562
	batch 9 loss: 1.615310788154602
	batch 10 loss: 1.6015491485595703
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6015491485595703 valid 1.609744668006897
EPOCH 85:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6068141460418701
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.614954948425293
	batch 3 loss: 1.6094951629638672
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6050728559494019
	batch 5 loss: 1.6075457334518433
	batch 6 loss: 1.612004280090332
	batch 7 loss: 1.6051526069641113
	batch 8 loss: 1.6094951629638672
	batch 9 loss: 1.6135821342468262
	batch 10 loss: 1.6137313842773438
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6137313842773438 valid 1.6097196340560913
EPOCH 86:
	batch 1 loss: 1.6080663204193115
	batch 2 loss: 1.6119210720062256
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6100566387176514
	batch 4 loss: 1.6088507175445557
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6103873252868652
	batch 6 loss: 1.6116670370101929
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.608886957168579
	batch 8 loss: 1.6067283153533936
	batch 9 loss: 1.608670711517334
	batch 10 loss: 1.6107572317123413
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6107572317123413 valid 1.609267234802246
EPOCH 87:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6105256080627441
	batch 2 loss: 1.6149346828460693
	batch 3 loss: 1.6091334819793701
	batch 4 loss: 1.6108479499816895
	batch 5 loss: 1.605837345123291
	batch 6 loss: 1.6092579364776611
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.609112024307251
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6041640043258667
	batch 9 loss: 1.6120436191558838
	batch 10 loss: 1.6091991662979126
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6091991662979126 valid 1.609527826309204
EPOCH 88:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.603910207748413
	batch 2 loss: 1.6116701364517212
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.60709810256958
	batch 4 loss: 1.602764368057251
	batch 5 loss: 1.6116173267364502
	batch 6 loss: 1.6103391647338867
	batch 7 loss: 1.6119892597198486
	batch 8 loss: 1.6149210929870605
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6100609302520752
	batch 10 loss: 1.613800048828125
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.613800048828125 valid 1.6085840463638306
EPOCH 89:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6074985265731812
	batch 2 loss: 1.6095187664031982
	batch 3 loss: 1.6102758646011353
	batch 4 loss: 1.6090505123138428
	batch 5 loss: 1.6121184825897217
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.612421989440918
	batch 7 loss: 1.607466459274292
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6052396297454834
	batch 9 loss: 1.6116743087768555
	batch 10 loss: 1.6104021072387695
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6104021072387695 valid 1.6095463037490845
EPOCH 90:
	batch 1 loss: 1.606360673904419
	batch 2 loss: 1.610539197921753
	batch 3 loss: 1.6126935482025146
	batch 4 loss: 1.6042182445526123
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6131329536437988
	batch 6 loss: 1.6115705966949463
	batch 7 loss: 1.610465168952942
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6065847873687744
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6098171472549438
	batch 10 loss: 1.6100730895996094
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6100730895996094 valid 1.6091006994247437
EPOCH 91:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6103012561798096
	batch 2 loss: 1.605455994606018
	batch 3 loss: 1.608879566192627
	batch 4 loss: 1.6113977432250977
	batch 5 loss: 1.6060926914215088
	batch 6 loss: 1.6119003295898438
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6112338304519653
	batch 8 loss: 1.6111055612564087
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6097972393035889
	batch 10 loss: 1.608209252357483
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.608209252357483 valid 1.6095632314682007
EPOCH 92:
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6113202571868896
	batch 2 loss: 1.6105612516403198
	batch 3 loss: 1.6067527532577515
	batch 4 loss: 1.613584041595459
	batch 5 loss: 1.6096137762069702
	batch 6 loss: 1.6055734157562256
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6098285913467407
	batch 8 loss: 1.604644536972046
	batch 9 loss: 1.6131131649017334
	batch 10 loss: 1.6113115549087524
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6113115549087524 valid 1.6094642877578735
EPOCH 93:
	batch 1 loss: 1.6072484254837036
	batch 2 loss: 1.6090362071990967
	batch 3 loss: 1.6147654056549072
	batch 4 loss: 1.6032309532165527
	batch 5 loss: 1.607133388519287
	batch 6 loss: 1.6101174354553223
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.614161729812622
	batch 8 loss: 1.6093372106552124
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6121511459350586
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6060385704040527
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6060385704040527 valid 1.609965205192566
EPOCH 94:
	batch 1 loss: 1.6127235889434814
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6094520092010498
	batch 3 loss: 1.6071555614471436
	batch 4 loss: 1.6108264923095703
	batch 5 loss: 1.6054047346115112
	batch 6 loss: 1.6135659217834473
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6082632541656494
	batch 8 loss: 1.612015724182129
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6078355312347412
	batch 10 loss: 1.6050118207931519
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6050118207931519 valid 1.6094179153442383
EPOCH 95:
	batch 1 loss: 1.6096842288970947
	batch 2 loss: 1.6113998889923096
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.613743543624878
	batch 4 loss: 1.6107192039489746
	batch 5 loss: 1.6089953184127808
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6050755977630615
	batch 7 loss: 1.60917067527771
	batch 8 loss: 1.605018138885498
	batch 9 loss: 1.6142462491989136
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6033135652542114
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6033135652542114 valid 1.609967827796936
EPOCH 96:
	batch 1 loss: 1.6106517314910889
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6066797971725464
	batch 3 loss: 1.614112138748169
	batch 4 loss: 1.6065205335617065
	batch 5 loss: 1.6104586124420166
	batch 6 loss: 1.6064538955688477
	batch 7 loss: 1.6109250783920288
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6082957983016968
	batch 9 loss: 1.6116681098937988
	batch 10 loss: 1.6089067459106445
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6089067459106445 valid 1.6096601486206055
EPOCH 97:
	batch 1 loss: 1.6126587390899658
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6083474159240723
	batch 3 loss: 1.6118559837341309
	batch 4 loss: 1.6072793006896973
	batch 5 loss: 1.6122488975524902
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6078834533691406
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.607846975326538
	batch 8 loss: 1.6115925312042236
	batch 9 loss: 1.6058927774429321
	batch 10 loss: 1.6092122793197632
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6092122793197632 valid 1.6096912622451782
EPOCH 98:
	batch 1 loss: 1.6089807748794556
	batch 2 loss: 1.6087076663970947
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6086260080337524
	batch 4 loss: 1.6132588386535645
	batch 5 loss: 1.6083492040634155
	batch 6 loss: 1.6086771488189697
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6080849170684814
	batch 8 loss: 1.6081159114837646
	batch 9 loss: 1.6107035875320435
	batch 10 loss: 1.6149234771728516
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6149234771728516 valid 1.6097139120101929
EPOCH 99:
	batch 1 loss: 1.6133387088775635
	batch 2 loss: 1.613027572631836
	batch 3 loss: 1.6119842529296875
	batch 4 loss: 1.6148414611816406
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6049506664276123
	batch 6 loss: 1.6079246997833252
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6056108474731445
	batch 8 loss: 1.606381893157959
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.607919454574585
	batch 10 loss: 1.6100120544433594
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6100120544433594 valid 1.6098331212997437
EPOCH 100:
	batch 1 loss: 1.6071422100067139
	batch 2 loss: 1.6090633869171143
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6142631769180298
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6146948337554932
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.604087471961975
	batch 6 loss: 1.6066182851791382
	batch 7 loss: 1.6096808910369873
	batch 8 loss: 1.6092448234558105
	batch 9 loss: 1.6085262298583984
	batch 10 loss: 1.6159907579421997
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6159907579421997 valid 1.6090621948242188
EPOCH 101:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6107635498046875
	batch 2 loss: 1.6055848598480225
	batch 3 loss: 1.6108193397521973
	batch 4 loss: 1.6090803146362305
	batch 5 loss: 1.6077427864074707
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6090468168258667
	batch 7 loss: 1.60817551612854
	batch 8 loss: 1.6113845109939575
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.613848090171814
	batch 10 loss: 1.607465386390686
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.607465386390686 valid 1.6090553998947144
EPOCH 102:
	batch 1 loss: 1.6114290952682495
	batch 2 loss: 1.6072604656219482
	batch 3 loss: 1.6111600399017334
	batch 4 loss: 1.607332468032837
	batch 5 loss: 1.61135995388031
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6111340522766113
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6022862195968628
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6116975545883179
	batch 9 loss: 1.6128947734832764
	batch 10 loss: 1.60647451877594
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.60647451877594 valid 1.6095091104507446
EPOCH 103:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6077649593353271
	batch 2 loss: 1.6104950904846191
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6125149726867676
	batch 4 loss: 1.6109063625335693
	batch 5 loss: 1.6103880405426025
	batch 6 loss: 1.6121106147766113
	batch 7 loss: 1.602799892425537
	batch 8 loss: 1.609276294708252
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6101272106170654
	batch 10 loss: 1.6071125268936157
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6071125268936157 valid 1.6095045804977417
EPOCH 104:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6112151145935059
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6061192750930786
	batch 3 loss: 1.6097099781036377
	batch 4 loss: 1.6132515668869019
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.607572078704834
	batch 6 loss: 1.6111435890197754
	batch 7 loss: 1.6073558330535889
	batch 8 loss: 1.6091430187225342
	batch 9 loss: 1.6077319383621216
	batch 10 loss: 1.6159452199935913
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6159452199935913 valid 1.6092685461044312
EPOCH 105:
	batch 1 loss: 1.6142504215240479
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6090106964111328
	batch 3 loss: 1.6114580631256104
	batch 4 loss: 1.609329104423523
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6083557605743408
	batch 6 loss: 1.6082236766815186
	batch 7 loss: 1.607597827911377
	batch 8 loss: 1.6072683334350586
	batch 9 loss: 1.6076300144195557
	batch 10 loss: 1.6162065267562866
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6162065267562866 valid 1.609346628189087
EPOCH 106:
	batch 1 loss: 1.6099739074707031
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.60489821434021
	batch 3 loss: 1.615081548690796
	batch 4 loss: 1.6086905002593994
	batch 5 loss: 1.6103453636169434
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6132099628448486
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6078381538391113
	batch 8 loss: 1.6092910766601562
	batch 9 loss: 1.6076209545135498
	batch 10 loss: 1.6058799028396606
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6058799028396606 valid 1.609827995300293
EPOCH 107:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6112146377563477
	batch 2 loss: 1.6107747554779053
	batch 3 loss: 1.6116046905517578
	batch 4 loss: 1.608260154724121
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6102938652038574
	batch 6 loss: 1.6069191694259644
	batch 7 loss: 1.610111951828003
	batch 8 loss: 1.609156608581543
	batch 9 loss: 1.6072620153427124
	batch 10 loss: 1.6089893579483032
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6089893579483032 valid 1.6098095178604126
EPOCH 108:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.609562635421753
	batch 2 loss: 1.6073124408721924
	batch 3 loss: 1.6118245124816895
	batch 4 loss: 1.6096446514129639
	batch 5 loss: 1.6083083152770996
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6088536977767944
	batch 7 loss: 1.606173038482666
	batch 8 loss: 1.6120799779891968
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.608595371246338
	batch 10 loss: 1.617823600769043
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.617823600769043 valid 1.6092029809951782
EPOCH 109:
	batch 1 loss: 1.6073479652404785
	batch 2 loss: 1.6093978881835938
	batch 3 loss: 1.612867832183838
	batch 4 loss: 1.609408974647522
	batch 5 loss: 1.6090060472488403
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6057316064834595
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.607692837715149
	batch 8 loss: 1.6138246059417725
	batch 9 loss: 1.6079154014587402
	batch 10 loss: 1.6155182123184204
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6155182123184204 valid 1.6094379425048828
EPOCH 110:
	batch 1 loss: 1.6108684539794922
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6076674461364746
	batch 3 loss: 1.6111482381820679
	batch 4 loss: 1.6094472408294678
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6080601215362549
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6087968349456787
	batch 7 loss: 1.6081924438476562
	batch 8 loss: 1.6094603538513184
	batch 9 loss: 1.612517237663269
	batch 10 loss: 1.6075156927108765
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6075156927108765 valid 1.6090487241744995
EPOCH 111:
	batch 1 loss: 1.6099923849105835
	batch 2 loss: 1.6085416078567505
	batch 3 loss: 1.6117541790008545
	batch 4 loss: 1.6095629930496216
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6120163202285767
	batch 6 loss: 1.6110703945159912
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6072007417678833
	batch 8 loss: 1.6099231243133545
	batch 9 loss: 1.604469895362854
	batch 10 loss: 1.6120465993881226
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6120465993881226 valid 1.6093921661376953
EPOCH 112:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6068642139434814
	batch 2 loss: 1.61006760597229
	batch 3 loss: 1.6124054193496704
	batch 4 loss: 1.6089606285095215
	batch 5 loss: 1.6092023849487305
	batch 6 loss: 1.6094844341278076
	batch 7 loss: 1.6060376167297363
	batch 8 loss: 1.6084686517715454
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6135841608047485
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6100069284439087
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6100069284439087 valid 1.609561562538147
EPOCH 113:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.611230731010437
	batch 2 loss: 1.611807107925415
	batch 3 loss: 1.6083147525787354
	batch 4 loss: 1.6094779968261719
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6083906888961792
	batch 6 loss: 1.6069929599761963
	batch 7 loss: 1.6127207279205322
	batch 8 loss: 1.6086859703063965
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6094427108764648
	batch 10 loss: 1.6046571731567383
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6046571731567383 valid 1.6096652746200562
EPOCH 114:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6135627031326294
	batch 2 loss: 1.6101009845733643
	batch 3 loss: 1.6086108684539795
	batch 4 loss: 1.609898328781128
	batch 5 loss: 1.610039472579956
	batch 6 loss: 1.6107540130615234
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6089379787445068
	batch 8 loss: 1.6077414751052856
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6068538427352905
	batch 10 loss: 1.6068004369735718
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6068004369735718 valid 1.6094509363174438
EPOCH 115:
	batch 1 loss: 1.6089012622833252
	batch 2 loss: 1.6119619607925415
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6076315641403198
	batch 4 loss: 1.6126494407653809
	batch 5 loss: 1.6068060398101807
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6100417375564575
	batch 7 loss: 1.6059200763702393
	batch 8 loss: 1.6119621992111206
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.611710548400879
	batch 10 loss: 1.6036196947097778
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6036196947097778 valid 1.6094602346420288
EPOCH 116:
	batch 1 loss: 1.6122064590454102
	batch 2 loss: 1.609257698059082
	batch 3 loss: 1.6084977388381958
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6098757982254028
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6092932224273682
	batch 6 loss: 1.6058584451675415
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6108001470565796
	batch 8 loss: 1.6098543405532837
	batch 9 loss: 1.6085659265518188
	batch 10 loss: 1.6125593185424805
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6125593185424805 valid 1.6094343662261963
EPOCH 117:
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6090295314788818
	batch 2 loss: 1.6091492176055908
	batch 3 loss: 1.6108232736587524
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6057542562484741
	batch 5 loss: 1.6097643375396729
	batch 6 loss: 1.6117382049560547
	batch 7 loss: 1.6077821254730225
	batch 8 loss: 1.6127899885177612
	batch 9 loss: 1.6071081161499023
	batch 10 loss: 1.6131218671798706
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6131218671798706 valid 1.6094833612442017
EPOCH 118:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.608593225479126
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6081395149230957
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6066930294036865
	batch 4 loss: 1.6153194904327393
	batch 5 loss: 1.6049537658691406
	batch 6 loss: 1.6105995178222656
	batch 7 loss: 1.61104154586792
	batch 8 loss: 1.6088969707489014
	batch 9 loss: 1.6108310222625732
	batch 10 loss: 1.610305905342102
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.610305905342102 valid 1.609509825706482
EPOCH 119:
	batch 1 loss: 1.6112558841705322
	batch 2 loss: 1.6092488765716553
	batch 3 loss: 1.6078553199768066
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6077568531036377
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6094179153442383
	batch 6 loss: 1.6132291555404663
	batch 7 loss: 1.6086896657943726
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6110068559646606
	batch 9 loss: 1.6073572635650635
	batch 10 loss: 1.6086925268173218
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6086925268173218 valid 1.6096127033233643
EPOCH 120:
	batch 1 loss: 1.6097750663757324
	batch 2 loss: 1.6092740297317505
	batch 3 loss: 1.6068693399429321
	batch 4 loss: 1.610839605331421
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6084026098251343
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6123243570327759
	batch 7 loss: 1.6077486276626587
	batch 8 loss: 1.6104047298431396
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.609426736831665
	batch 10 loss: 1.61003839969635
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.61003839969635 valid 1.6093670129776
EPOCH 121:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6063628196716309
	batch 2 loss: 1.6159803867340088
	batch 3 loss: 1.6063666343688965
	batch 4 loss: 1.6103090047836304
	batch 5 loss: 1.6094744205474854
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.606872797012329
	batch 7 loss: 1.6104247570037842
	batch 8 loss: 1.610487937927246
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6091293096542358
	batch 10 loss: 1.6090861558914185
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6090861558914185 valid 1.609483003616333
EPOCH 122:
	batch 1 loss: 1.60658860206604
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6077544689178467
	batch 3 loss: 1.6075637340545654
	batch 4 loss: 1.6139768362045288
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6084359884262085
	batch 6 loss: 1.6127889156341553
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.613008737564087
	batch 8 loss: 1.6065235137939453
	batch 9 loss: 1.609720230102539
	batch 10 loss: 1.6072279214859009
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6072279214859009 valid 1.609548568725586
EPOCH 123:
	batch 1 loss: 1.6068116426467896
	batch 2 loss: 1.6115801334381104
	batch 3 loss: 1.6079028844833374
	batch 4 loss: 1.6092555522918701
	batch 5 loss: 1.6068115234375
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6113694906234741
	batch 7 loss: 1.6084516048431396
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6096527576446533
	batch 9 loss: 1.6134576797485352
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.609868049621582
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.609868049621582 valid 1.6097239255905151
EPOCH 124:
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6113086938858032
	batch 2 loss: 1.6081111431121826
	batch 3 loss: 1.609257459640503
	batch 4 loss: 1.607677936553955
	batch 5 loss: 1.6103663444519043
	batch 6 loss: 1.6072527170181274
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6097359657287598
	batch 8 loss: 1.6109007596969604
	batch 9 loss: 1.6104072332382202
	batch 10 loss: 1.6107884645462036
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6107884645462036 valid 1.6094467639923096
EPOCH 125:
	batch 1 loss: 1.6096837520599365
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6089468002319336
	batch 3 loss: 1.6075035333633423
	batch 4 loss: 1.6120915412902832
	batch 5 loss: 1.6085917949676514
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6119654178619385
	batch 7 loss: 1.6086825132369995
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6094775199890137
	batch 9 loss: 1.6059761047363281
	batch 10 loss: 1.6156688928604126
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6156688928604126 valid 1.609514594078064
EPOCH 126:
	batch 1 loss: 1.6096054315567017
	batch 2 loss: 1.6103488206863403
	batch 3 loss: 1.6067849397659302
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6128721237182617
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6100077629089355
	batch 6 loss: 1.6099878549575806
	batch 7 loss: 1.606764793395996
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6122021675109863
	batch 9 loss: 1.6057528257369995
	batch 10 loss: 1.6119962930679321
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6119962930679321 valid 1.6091976165771484
EPOCH 127:
	batch 1 loss: 1.6103880405426025
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6061360836029053
	batch 3 loss: 1.6106276512145996
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.607188105583191
	batch 5 loss: 1.6116368770599365
	batch 6 loss: 1.6050560474395752
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6130859851837158
	batch 8 loss: 1.6105318069458008
	batch 9 loss: 1.610746145248413
	batch 10 loss: 1.6091432571411133
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6091432571411133 valid 1.6093097925186157
EPOCH 128:
	batch 1 loss: 1.6084486246109009
	batch 2 loss: 1.6088790893554688
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6106693744659424
	batch 4 loss: 1.6076388359069824
	batch 5 loss: 1.607790470123291
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.607810378074646
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6111180782318115
	batch 8 loss: 1.6103237867355347
	batch 9 loss: 1.6112251281738281
	batch 10 loss: 1.613305926322937
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.613305926322937 valid 1.6095647811889648
EPOCH 129:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6087725162506104
	batch 2 loss: 1.6128058433532715
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6119322776794434
	batch 4 loss: 1.609457015991211
	batch 5 loss: 1.6091604232788086
	batch 6 loss: 1.6079034805297852
	batch 7 loss: 1.607153296470642
	batch 8 loss: 1.606886863708496
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.611210823059082
	batch 10 loss: 1.6097736358642578
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6097736358642578 valid 1.6090627908706665
EPOCH 130:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6083893775939941
	batch 2 loss: 1.6121652126312256
	batch 3 loss: 1.6103521585464478
	batch 4 loss: 1.60956609249115
	batch 5 loss: 1.6083701848983765
	batch 6 loss: 1.6080594062805176
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6102031469345093
	batch 8 loss: 1.609619140625
	batch 9 loss: 1.6093441247940063
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6077489852905273
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6077489852905273 valid 1.6094425916671753
EPOCH 131:
	batch 1 loss: 1.610628604888916
	batch 2 loss: 1.6123833656311035
	batch 3 loss: 1.6071867942810059
	batch 4 loss: 1.6110014915466309
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6120450496673584
	batch 6 loss: 1.60858154296875
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.607993245124817
	batch 8 loss: 1.6086398363113403
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.607154130935669
	batch 10 loss: 1.608028531074524
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.608028531074524 valid 1.6091970205307007
EPOCH 132:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.609271764755249
	batch 2 loss: 1.6104371547698975
	batch 3 loss: 1.610278844833374
	batch 4 loss: 1.609960675239563
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.605950117111206
	batch 6 loss: 1.6103192567825317
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6068048477172852
	batch 8 loss: 1.6103370189666748
	batch 9 loss: 1.611161231994629
	batch 10 loss: 1.6113885641098022
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6113885641098022 valid 1.6095688343048096
EPOCH 133:
	batch 1 loss: 1.6093215942382812
	batch 2 loss: 1.610492467880249
	batch 3 loss: 1.609511137008667
	batch 4 loss: 1.6068005561828613
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6118824481964111
	batch 6 loss: 1.6061018705368042
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6097544431686401
	batch 8 loss: 1.61085844039917
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6104166507720947
	batch 10 loss: 1.6098036766052246
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6098036766052246 valid 1.6095536947250366
EPOCH 134:
	batch 1 loss: 1.6075191497802734
	batch 2 loss: 1.6128207445144653
	batch 3 loss: 1.611069679260254
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6111948490142822
	batch 5 loss: 1.6071898937225342
	batch 6 loss: 1.6074750423431396
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6094298362731934
	batch 8 loss: 1.6093847751617432
	batch 9 loss: 1.6082262992858887
	batch 10 loss: 1.6120061874389648
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6120061874389648 valid 1.6094467639923096
EPOCH 135:
	batch 1 loss: 1.611283779144287
	batch 2 loss: 1.6090233325958252
	batch 3 loss: 1.6095672845840454
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6089391708374023
	batch 5 loss: 1.6098921298980713
	batch 6 loss: 1.6092150211334229
	batch 7 loss: 1.6121785640716553
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6088979244232178
	batch 9 loss: 1.606272578239441
	batch 10 loss: 1.6096738576889038
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6096738576889038 valid 1.6095612049102783
EPOCH 136:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.605210304260254
	batch 2 loss: 1.6098217964172363
	batch 3 loss: 1.610367774963379
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6073919534683228
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6128876209259033
	batch 6 loss: 1.6092805862426758
	batch 7 loss: 1.6112589836120605
	batch 8 loss: 1.610102653503418
	batch 9 loss: 1.6095374822616577
	batch 10 loss: 1.6079145669937134
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6079145669937134 valid 1.6093021631240845
EPOCH 137:
	batch 1 loss: 1.6080950498580933
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6090037822723389
	batch 3 loss: 1.6100373268127441
	batch 4 loss: 1.6095317602157593
	batch 5 loss: 1.612295150756836
	batch 6 loss: 1.6108410358428955
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6103806495666504
	batch 8 loss: 1.6093075275421143
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6058706045150757
	batch 10 loss: 1.6092103719711304
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6092103719711304 valid 1.6094324588775635
EPOCH 138:
	batch 1 loss: 1.6074068546295166
	batch 2 loss: 1.6108524799346924
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.610196828842163
	batch 4 loss: 1.606510877609253
	batch 5 loss: 1.6112335920333862
	batch 6 loss: 1.6095948219299316
	batch 7 loss: 1.6086734533309937
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.608015537261963
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.610654354095459
	batch 10 loss: 1.6147041320800781
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6147041320800781 valid 1.6094627380371094
EPOCH 139:
	batch 1 loss: 1.6072486639022827
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6108201742172241
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6092753410339355
	batch 4 loss: 1.609269380569458
	batch 5 loss: 1.6094090938568115
	batch 6 loss: 1.6110341548919678
	batch 7 loss: 1.6093698740005493
	batch 8 loss: 1.6109614372253418
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6085906028747559
	batch 10 loss: 1.6075102090835571
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6075102090835571 valid 1.6095468997955322
EPOCH 140:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.606271743774414
	batch 2 loss: 1.6117510795593262
	batch 3 loss: 1.610663890838623
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6086177825927734
	batch 5 loss: 1.6101570129394531
	batch 6 loss: 1.6095969676971436
	batch 7 loss: 1.610982060432434
	batch 8 loss: 1.6076055765151978
	batch 9 loss: 1.6093976497650146
	batch 10 loss: 1.6099462509155273
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6099462509155273 valid 1.6093467473983765
EPOCH 141:
	batch 1 loss: 1.6060574054718018
	batch 2 loss: 1.6105254888534546
	batch 3 loss: 1.6097891330718994
	batch 4 loss: 1.612845540046692
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6127846240997314
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6087565422058105
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.608703374862671
	batch 8 loss: 1.607915997505188
	batch 9 loss: 1.607478141784668
	batch 10 loss: 1.6100114583969116
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6100114583969116 valid 1.6095554828643799
EPOCH 142:
	batch 1 loss: 1.6093616485595703
	batch 2 loss: 1.61005699634552
	batch 3 loss: 1.6092145442962646
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6099767684936523
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6085065603256226
	batch 6 loss: 1.607610821723938
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6102076768875122
	batch 8 loss: 1.6106382608413696
	batch 9 loss: 1.6096149682998657
	batch 10 loss: 1.609187126159668
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.609187126159668 valid 1.6095551252365112
EPOCH 143:
	batch 1 loss: 1.610050082206726
	batch 2 loss: 1.610703468322754
	batch 3 loss: 1.610775351524353
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6095807552337646
	batch 5 loss: 1.6074352264404297
	batch 6 loss: 1.6055481433868408
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6102122068405151
	batch 8 loss: 1.6117838621139526
	batch 9 loss: 1.6098427772521973
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6076740026474
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6076740026474 valid 1.6095298528671265
EPOCH 144:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6065359115600586
	batch 2 loss: 1.613338589668274
	batch 3 loss: 1.6096491813659668
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6091911792755127
	batch 5 loss: 1.6087751388549805
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6107263565063477
	batch 7 loss: 1.6073850393295288
	batch 8 loss: 1.6087825298309326
	batch 9 loss: 1.611809492111206
	batch 10 loss: 1.6071043014526367
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6071043014526367 valid 1.6091794967651367
EPOCH 145:
	batch 1 loss: 1.6076650619506836
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6086666584014893
	batch 3 loss: 1.6092396974563599
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6087102890014648
	batch 5 loss: 1.613756537437439
	batch 6 loss: 1.6089043617248535
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6103503704071045
	batch 8 loss: 1.609243631362915
	batch 9 loss: 1.6097378730773926
	batch 10 loss: 1.60611093044281
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.60611093044281 valid 1.6094383001327515
EPOCH 146:
	batch 1 loss: 1.6100964546203613
	batch 2 loss: 1.609227180480957
	batch 3 loss: 1.6068029403686523
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6069965362548828
	batch 5 loss: 1.6094800233840942
	batch 6 loss: 1.6116468906402588
	batch 7 loss: 1.6118924617767334
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6080467700958252
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.60946524143219
	batch 10 loss: 1.6134454011917114
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6134454011917114 valid 1.609488844871521
EPOCH 147:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6098778247833252
	batch 2 loss: 1.6098482608795166
	batch 3 loss: 1.608984351158142
	batch 4 loss: 1.6133801937103271
	batch 5 loss: 1.6080093383789062
	batch 6 loss: 1.6074025630950928
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6064400672912598
	batch 8 loss: 1.6113187074661255
	batch 9 loss: 1.6100257635116577
	batch 10 loss: 1.6097553968429565
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6097553968429565 valid 1.6094125509262085
EPOCH 148:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6121859550476074
	batch 2 loss: 1.607804536819458
	batch 3 loss: 1.6093454360961914
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6091010570526123
	batch 5 loss: 1.6085333824157715
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6086020469665527
	batch 7 loss: 1.6105480194091797
	batch 8 loss: 1.6090353727340698
	batch 9 loss: 1.6079587936401367
	batch 10 loss: 1.6146388053894043
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6146388053894043 valid 1.6096464395523071
EPOCH 149:
	batch 1 loss: 1.6105061769485474
	batch 2 loss: 1.6102685928344727
	batch 3 loss: 1.6112830638885498
	batch 4 loss: 1.6105502843856812
	batch 5 loss: 1.6055843830108643
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.60986328125
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6086817979812622
	batch 8 loss: 1.609108805656433
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6093394756317139
	batch 10 loss: 1.60960054397583
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.60960054397583 valid 1.6095205545425415
EPOCH 150:
	batch 1 loss: 1.6087982654571533
	batch 2 loss: 1.6091969013214111
	batch 3 loss: 1.6100385189056396
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.610679030418396
	batch 5 loss: 1.6107587814331055
	batch 6 loss: 1.6086605787277222
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.609464406967163
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6099052429199219
	batch 9 loss: 1.6088870763778687
	batch 10 loss: 1.6059809923171997
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6059809923171997 valid 1.6091598272323608
EPOCH 151:
	batch 1 loss: 1.6112970113754272
	batch 2 loss: 1.6087381839752197
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6072334051132202
	batch 4 loss: 1.6097285747528076
	batch 5 loss: 1.6100921630859375
	batch 6 loss: 1.609466552734375
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6087009906768799
	batch 8 loss: 1.6102993488311768
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6087381839752197
	batch 10 loss: 1.6111220121383667
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6111220121383667 valid 1.6093155145645142
EPOCH 152:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6098179817199707
	batch 2 loss: 1.608156442642212
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6076908111572266
	batch 4 loss: 1.6089422702789307
	batch 5 loss: 1.6114716529846191
	batch 6 loss: 1.6096725463867188
	batch 7 loss: 1.6087136268615723
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6102957725524902
	batch 9 loss: 1.6089627742767334
	batch 10 loss: 1.6129884719848633
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6129884719848633 valid 1.6092487573623657
EPOCH 153:
	batch 1 loss: 1.611612319946289
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.611199140548706
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.610548734664917
	batch 4 loss: 1.6082022190093994
	batch 5 loss: 1.6103588342666626
	batch 6 loss: 1.6071844100952148
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6071012020111084
	batch 8 loss: 1.6068506240844727
	batch 9 loss: 1.6113451719284058
	batch 10 loss: 1.6116381883621216
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6116381883621216 valid 1.6093171834945679
EPOCH 154:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6088230609893799
	batch 2 loss: 1.608569860458374
	batch 3 loss: 1.6074153184890747
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6093610525131226
	batch 5 loss: 1.608742117881775
	batch 6 loss: 1.6125019788742065
	batch 7 loss: 1.60890793800354
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6095669269561768
	batch 9 loss: 1.6100175380706787
	batch 10 loss: 1.6123605966567993
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6123605966567993 valid 1.6095072031021118
EPOCH 155:
	batch 1 loss: 1.608729600906372
	batch 2 loss: 1.609130620956421
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6095765829086304
	batch 4 loss: 1.6087260246276855
	batch 5 loss: 1.609474778175354
	batch 6 loss: 1.60992431640625
	batch 7 loss: 1.6082082986831665
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6111966371536255
	batch 9 loss: 1.6112608909606934
	batch 10 loss: 1.606192946434021
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.606192946434021 valid 1.6094290018081665
EPOCH 156:
	batch 1 loss: 1.6091928482055664
	batch 2 loss: 1.6094114780426025
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6106534004211426
	batch 4 loss: 1.6128345727920532
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6077964305877686
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6070098876953125
	batch 7 loss: 1.6095709800720215
	batch 8 loss: 1.6092982292175293
	batch 9 loss: 1.608851671218872
	batch 10 loss: 1.6104140281677246
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6104140281677246 valid 1.6093082427978516
EPOCH 157:
	batch 1 loss: 1.6080390214920044
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.609872817993164
	batch 3 loss: 1.6103501319885254
	batch 4 loss: 1.6093037128448486
	batch 5 loss: 1.6075758934020996
	batch 6 loss: 1.611449956893921
	batch 7 loss: 1.6092487573623657
	batch 8 loss: 1.6074249744415283
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6109440326690674
	batch 10 loss: 1.6111453771591187
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6111453771591187 valid 1.6093244552612305
EPOCH 158:
	batch 1 loss: 1.6092147827148438
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6063885688781738
	batch 3 loss: 1.6106197834014893
	batch 4 loss: 1.6118319034576416
	batch 5 loss: 1.60874342918396
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.609236478805542
	batch 7 loss: 1.6106441020965576
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6117451190948486
	batch 9 loss: 1.6081452369689941
	batch 10 loss: 1.6050771474838257
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6050771474838257 valid 1.6096222400665283
EPOCH 159:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6117193698883057
	batch 2 loss: 1.6074085235595703
	batch 3 loss: 1.6079984903335571
	batch 4 loss: 1.6100622415542603
	batch 5 loss: 1.611856460571289
	batch 6 loss: 1.6108192205429077
	batch 7 loss: 1.6098421812057495
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6075838804244995
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6087470054626465
	batch 10 loss: 1.607012391090393
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.607012391090393 valid 1.6094616651535034
EPOCH 160:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6088236570358276
	batch 2 loss: 1.6097846031188965
	batch 3 loss: 1.6102402210235596
	batch 4 loss: 1.6083532571792603
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6080729961395264
	batch 6 loss: 1.6107066869735718
	batch 7 loss: 1.61045241355896
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6093298196792603
	batch 9 loss: 1.6088471412658691
	batch 10 loss: 1.610867977142334
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.610867977142334 valid 1.6094282865524292
EPOCH 161:
	batch 1 loss: 1.6091066598892212
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6084365844726562
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.610058069229126
	batch 4 loss: 1.6101090908050537
	batch 5 loss: 1.6107388734817505
	batch 6 loss: 1.6099950075149536
	batch 7 loss: 1.605446696281433
	batch 8 loss: 1.610743761062622
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6094205379486084
	batch 10 loss: 1.612083077430725
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.612083077430725 valid 1.609257698059082
EPOCH 162:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6092222929000854
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6100316047668457
	batch 3 loss: 1.6088021993637085
	batch 4 loss: 1.6070743799209595
	batch 5 loss: 1.6069445610046387
	batch 6 loss: 1.6122965812683105
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.611824631690979
	batch 8 loss: 1.607297658920288
	batch 9 loss: 1.6110001802444458
	batch 10 loss: 1.6109423637390137
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6109423637390137 valid 1.6096324920654297
EPOCH 163:
	batch 1 loss: 1.6081414222717285
	batch 2 loss: 1.6102408170700073
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.608891487121582
	batch 4 loss: 1.6077582836151123
	batch 5 loss: 1.6099205017089844
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6114294528961182
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6106677055358887
	batch 8 loss: 1.6085188388824463
	batch 9 loss: 1.608933687210083
	batch 10 loss: 1.6108030080795288
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6108030080795288 valid 1.6094448566436768
EPOCH 164:
	batch 1 loss: 1.6099131107330322
	batch 2 loss: 1.6088508367538452
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6085031032562256
	batch 4 loss: 1.6099047660827637
	batch 5 loss: 1.6102321147918701
	batch 6 loss: 1.6077682971954346
	batch 7 loss: 1.6113353967666626
	batch 8 loss: 1.607433795928955
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6100451946258545
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6120166778564453
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6120166778564453 valid 1.6096075773239136
EPOCH 165:
	batch 1 loss: 1.610426425933838
	batch 2 loss: 1.608776569366455
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6096770763397217
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6122746467590332
	batch 5 loss: 1.6088954210281372
	batch 6 loss: 1.6115174293518066
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6075966358184814
	batch 8 loss: 1.6066687107086182
	batch 9 loss: 1.6091046333312988
	batch 10 loss: 1.6097396612167358
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6097396612167358 valid 1.6095590591430664
EPOCH 166:
	batch 1 loss: 1.6091344356536865
	batch 2 loss: 1.6092076301574707
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.608604073524475
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6115150451660156
	batch 5 loss: 1.609560251235962
	batch 6 loss: 1.6089136600494385
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.610646367073059
	batch 8 loss: 1.610091209411621
	batch 9 loss: 1.6073391437530518
	batch 10 loss: 1.6090803146362305
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6090803146362305 valid 1.609295129776001
EPOCH 167:
	batch 1 loss: 1.606985330581665
	batch 2 loss: 1.608790397644043
	batch 3 loss: 1.608008623123169
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6084669828414917
	batch 5 loss: 1.6101691722869873
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.611207127571106
	batch 7 loss: 1.6115233898162842
	batch 8 loss: 1.6080197095870972
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6109321117401123
	batch 10 loss: 1.6124540567398071
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6124540567398071 valid 1.6096057891845703
EPOCH 168:
	batch 1 loss: 1.6082652807235718
	batch 2 loss: 1.6112630367279053
	batch 3 loss: 1.611515760421753
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6111587285995483
	batch 5 loss: 1.6082887649536133
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6085864305496216
	batch 7 loss: 1.6089131832122803
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6107288599014282
	batch 9 loss: 1.6068882942199707
	batch 10 loss: 1.6081393957138062
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6081393957138062 valid 1.6091864109039307
EPOCH 169:
	batch 1 loss: 1.6080180406570435
	batch 2 loss: 1.6094334125518799
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6088892221450806
	batch 4 loss: 1.609834909439087
	batch 5 loss: 1.611584186553955
	batch 6 loss: 1.6113901138305664
	batch 7 loss: 1.6093498468399048
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6086785793304443
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.609546422958374
	batch 10 loss: 1.6057106256484985
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6057106256484985 valid 1.6095339059829712
EPOCH 170:
	batch 1 loss: 1.6076301336288452
	batch 2 loss: 1.6078873872756958
	batch 3 loss: 1.6109830141067505
	batch 4 loss: 1.607926845550537
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.610960841178894
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6118535995483398
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.610858678817749
	batch 8 loss: 1.609032154083252
	batch 9 loss: 1.608596682548523
	batch 10 loss: 1.6077932119369507
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6077932119369507 valid 1.609395980834961
EPOCH 171:
	batch 1 loss: 1.609508752822876
	batch 2 loss: 1.6100208759307861
	batch 3 loss: 1.6101651191711426
	batch 4 loss: 1.6086065769195557
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6110239028930664
	batch 6 loss: 1.605812668800354
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6102662086486816
	batch 8 loss: 1.6088588237762451
	batch 9 loss: 1.6102700233459473
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.610055923461914
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.610055923461914 valid 1.6093076467514038
EPOCH 172:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6110432147979736
	batch 2 loss: 1.6089119911193848
	batch 3 loss: 1.6092287302017212
	batch 4 loss: 1.6087114810943604
	batch 5 loss: 1.6072165966033936
	batch 6 loss: 1.6096396446228027
	batch 7 loss: 1.609893560409546
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6095693111419678
	batch 9 loss: 1.610833764076233
	batch 10 loss: 1.608868956565857
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.608868956565857 valid 1.6094856262207031
EPOCH 173:
	batch 1 loss: 1.6088722944259644
	batch 2 loss: 1.609518051147461
	batch 3 loss: 1.6082755327224731
	batch 4 loss: 1.6108803749084473
	batch 5 loss: 1.609227180480957
	batch 6 loss: 1.6112964153289795
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.607771873474121
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6091704368591309
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.609451413154602
	batch 10 loss: 1.6109596490859985
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6109596490859985 valid 1.6094369888305664
EPOCH 174:
	batch 1 loss: 1.6094964742660522
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.611472725868225
	batch 3 loss: 1.6101908683776855
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.607962965965271
	batch 5 loss: 1.6102402210235596
	batch 6 loss: 1.6075786352157593
	batch 7 loss: 1.6098875999450684
	batch 8 loss: 1.6085978746414185
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6105304956436157
	batch 10 loss: 1.6063340902328491
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6063340902328491 valid 1.6092678308486938
EPOCH 175:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.60796320438385
	batch 2 loss: 1.6087462902069092
	batch 3 loss: 1.6095679998397827
	batch 4 loss: 1.6091314554214478
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.609898567199707
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6076939105987549
	batch 7 loss: 1.6120771169662476
	batch 8 loss: 1.6106233596801758
	batch 9 loss: 1.609096884727478
	batch 10 loss: 1.6109600067138672
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6109600067138672 valid 1.6091769933700562
EPOCH 176:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6119961738586426
	batch 2 loss: 1.6113882064819336
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6094744205474854
	batch 4 loss: 1.6093086004257202
	batch 5 loss: 1.6094396114349365
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6107244491577148
	batch 7 loss: 1.6063458919525146
	batch 8 loss: 1.608612298965454
	batch 9 loss: 1.6094062328338623
	batch 10 loss: 1.6056264638900757
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6056264638900757 valid 1.6093835830688477
EPOCH 177:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.608827829360962
	batch 2 loss: 1.609236478805542
	batch 3 loss: 1.6073130369186401
	batch 4 loss: 1.6093494892120361
	batch 5 loss: 1.6090134382247925
	batch 6 loss: 1.609395980834961
	batch 7 loss: 1.60902738571167
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6113682985305786
	batch 9 loss: 1.6114325523376465
	batch 10 loss: 1.6099237203598022
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6099237203598022 valid 1.6095417737960815
EPOCH 178:
	batch 1 loss: 1.6068499088287354
	batch 2 loss: 1.6097607612609863
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6092448234558105
	batch 4 loss: 1.6105904579162598
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.609562873840332
	batch 6 loss: 1.6117401123046875
	batch 7 loss: 1.608147382736206
	batch 8 loss: 1.6102521419525146
	batch 9 loss: 1.6081130504608154
	batch 10 loss: 1.6119216680526733
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6119216680526733 valid 1.6092647314071655
EPOCH 179:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6105434894561768
	batch 2 loss: 1.609180212020874
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.609634280204773
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6109325885772705
	batch 5 loss: 1.6067922115325928
	batch 6 loss: 1.611000657081604
	batch 7 loss: 1.6086804866790771
	batch 8 loss: 1.6074793338775635
	batch 9 loss: 1.6098307371139526
	batch 10 loss: 1.6116752624511719
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6116752624511719 valid 1.609434962272644
EPOCH 180:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.609919786453247
	batch 2 loss: 1.608773946762085
	batch 3 loss: 1.6076830625534058
	batch 4 loss: 1.6069378852844238
	batch 5 loss: 1.609978437423706
	batch 6 loss: 1.609511375427246
	batch 7 loss: 1.6106419563293457
	batch 8 loss: 1.6110026836395264
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6106336116790771
	batch 10 loss: 1.6089434623718262
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6089434623718262 valid 1.6093829870224
EPOCH 181:
	batch 1 loss: 1.6101256608963013
	batch 2 loss: 1.6063979864120483
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6101322174072266
	batch 4 loss: 1.6095927953720093
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6077501773834229
	batch 6 loss: 1.6116445064544678
	batch 7 loss: 1.6118919849395752
	batch 8 loss: 1.6083593368530273
	batch 9 loss: 1.61027193069458
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6059025526046753
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6059025526046753 valid 1.6095443964004517
EPOCH 182:
	batch 1 loss: 1.6078402996063232
	batch 2 loss: 1.6069860458374023
	batch 3 loss: 1.6097089052200317
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6112381219863892
	batch 5 loss: 1.609756588935852
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6096405982971191
	batch 7 loss: 1.6090452671051025
	batch 8 loss: 1.6096673011779785
	batch 9 loss: 1.6097780466079712
	batch 10 loss: 1.6136155128479004
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6136155128479004 valid 1.6097084283828735
EPOCH 183:
	batch 1 loss: 1.6112072467803955
	batch 2 loss: 1.6088569164276123
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6083571910858154
	batch 4 loss: 1.6106079816818237
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6075438261032104
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6097745895385742
	batch 7 loss: 1.609574317932129
	batch 8 loss: 1.6086909770965576
	batch 9 loss: 1.6102654933929443
	batch 10 loss: 1.609423041343689
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.609423041343689 valid 1.6094406843185425
EPOCH 184:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6076372861862183
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6095631122589111
	batch 3 loss: 1.6082755327224731
	batch 4 loss: 1.6081724166870117
	batch 5 loss: 1.610998272895813
	batch 6 loss: 1.608748197555542
	batch 7 loss: 1.6089929342269897
	batch 8 loss: 1.6111867427825928
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6108555793762207
	batch 10 loss: 1.6108957529067993
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6108957529067993 valid 1.6095107793807983
EPOCH 185:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.608182668685913
	batch 2 loss: 1.6089000701904297
	batch 3 loss: 1.6080790758132935
	batch 4 loss: 1.6097352504730225
	batch 5 loss: 1.6092908382415771
	batch 6 loss: 1.6099042892456055
	batch 7 loss: 1.6108152866363525
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.610001802444458
	batch 9 loss: 1.609879970550537
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6096006631851196
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6096006631851196 valid 1.6095443964004517
EPOCH 186:
	batch 1 loss: 1.6079094409942627
	batch 2 loss: 1.6107267141342163
	batch 3 loss: 1.6069878339767456
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6075642108917236
	batch 5 loss: 1.6112797260284424
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6109330654144287
	batch 7 loss: 1.608273983001709
	batch 8 loss: 1.6093502044677734
	batch 9 loss: 1.6109728813171387
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6122580766677856
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6122580766677856 valid 1.6095679998397827
EPOCH 187:
	batch 1 loss: 1.607454776763916
	batch 2 loss: 1.6083682775497437
	batch 3 loss: 1.6089279651641846
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6098161935806274
	batch 5 loss: 1.6094369888305664
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6098918914794922
	batch 7 loss: 1.610888957977295
	batch 8 loss: 1.6099574565887451
Invalid SOS parameters for sequential JPEG
	batch 9 loss: 1.6105015277862549
	batch 10 loss: 1.6081829071044922
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6081829071044922 valid 1.6094824075698853
EPOCH 188:
	batch 1 loss: 1.6083872318267822
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6086130142211914
	batch 3 loss: 1.611882209777832
	batch 4 loss: 1.6084115505218506
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.609800100326538
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6115210056304932
	batch 7 loss: 1.6090565919876099
	batch 8 loss: 1.6087796688079834
	batch 9 loss: 1.6074421405792236
	batch 10 loss: 1.61188542842865
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.61188542842865 valid 1.6094112396240234
EPOCH 189:
	batch 1 loss: 1.6102501153945923
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6084511280059814
	batch 3 loss: 1.6110926866531372
	batch 4 loss: 1.6097917556762695
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6103296279907227
	batch 6 loss: 1.6094155311584473
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6079720258712769
	batch 8 loss: 1.609053373336792
	batch 9 loss: 1.6086469888687134
	batch 10 loss: 1.609117865562439
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.609117865562439 valid 1.609248161315918
EPOCH 190:
	batch 1 loss: 1.6103360652923584
	batch 2 loss: 1.6094655990600586
	batch 3 loss: 1.610032320022583
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.60873544216156
	batch 5 loss: 1.6093982458114624
	batch 6 loss: 1.609395980834961
	batch 7 loss: 1.6076468229293823
	batch 8 loss: 1.6095869541168213
	batch 9 loss: 1.6102588176727295
	batch 10 loss: 1.6095943450927734
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6095943450927734 valid 1.609309196472168
EPOCH 191:
	batch 1 loss: 1.6097466945648193
	batch 2 loss: 1.6102129220962524
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.6084835529327393
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6098227500915527
	batch 5 loss: 1.6105377674102783
	batch 6 loss: 1.6088817119598389
	batch 7 loss: 1.608747959136963
	batch 8 loss: 1.6098852157592773
	batch 9 loss: 1.6085360050201416
	batch 10 loss: 1.609014868736267
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.609014868736267 valid 1.6092716455459595
EPOCH 192:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6084905862808228
	batch 2 loss: 1.611230492591858
	batch 3 loss: 1.6086841821670532
	batch 4 loss: 1.6100995540618896
	batch 5 loss: 1.6088590621948242
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6100423336029053
	batch 7 loss: 1.6097482442855835
	batch 8 loss: 1.6091526746749878
	batch 9 loss: 1.6086974143981934
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6087732315063477
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6087732315063477 valid 1.6094484329223633
EPOCH 193:
	batch 1 loss: 1.607918381690979
	batch 2 loss: 1.6114410161972046
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.611340045928955
	batch 4 loss: 1.6081833839416504
	batch 5 loss: 1.608827829360962
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6083722114562988
	batch 7 loss: 1.6111516952514648
	batch 8 loss: 1.607393503189087
	batch 9 loss: 1.6105316877365112
	batch 10 loss: 1.6083916425704956
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6083916425704956 valid 1.609526515007019
EPOCH 194:
	batch 1 loss: 1.6100091934204102
	batch 2 loss: 1.6103458404541016
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 3 loss: 1.609168291091919
	batch 4 loss: 1.6085118055343628
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.6107640266418457
	batch 6 loss: 1.6085771322250366
	batch 7 loss: 1.6098328828811646
	batch 8 loss: 1.6086032390594482
	batch 9 loss: 1.6079692840576172
	batch 10 loss: 1.6118215322494507
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6118215322494507 valid 1.609514832496643
EPOCH 195:
	batch 1 loss: 1.608586072921753
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6106045246124268
	batch 3 loss: 1.608452558517456
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6100611686706543
Invalid SOS parameters for sequential JPEG
	batch 5 loss: 1.609279990196228
	batch 6 loss: 1.6090905666351318
	batch 7 loss: 1.6098933219909668
	batch 8 loss: 1.6098154783248901
	batch 9 loss: 1.608636736869812
	batch 10 loss: 1.6099570989608765
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6099570989608765 valid 1.6095460653305054
EPOCH 196:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.608302354812622
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.61154043674469
	batch 3 loss: 1.6090712547302246
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6089940071105957
	batch 5 loss: 1.6084848642349243
	batch 6 loss: 1.610486388206482
	batch 7 loss: 1.609816312789917
	batch 8 loss: 1.6079747676849365
	batch 9 loss: 1.6096863746643066
	batch 10 loss: 1.6103731393814087
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6103731393814087 valid 1.6091917753219604
EPOCH 197:
	batch 1 loss: 1.6093883514404297
	batch 2 loss: 1.6088974475860596
	batch 3 loss: 1.6110261678695679
	batch 4 loss: 1.6097025871276855
	batch 5 loss: 1.6074867248535156
	batch 6 loss: 1.6098363399505615
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 7 loss: 1.6077606678009033
	batch 8 loss: 1.6098178625106812
	batch 9 loss: 1.609714388847351
Invalid SOS parameters for sequential JPEG
	batch 10 loss: 1.6123982667922974
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6123982667922974 valid 1.6093952655792236
EPOCH 198:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6095805168151855
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
	batch 2 loss: 1.6094313859939575
	batch 3 loss: 1.6101844310760498
	batch 4 loss: 1.610375165939331
	batch 5 loss: 1.608630895614624
	batch 6 loss: 1.6101512908935547
	batch 7 loss: 1.6085352897644043
	batch 8 loss: 1.6080482006072998
	batch 9 loss: 1.6092162132263184
	batch 10 loss: 1.6112818717956543
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6112818717956543 valid 1.6093953847885132
EPOCH 199:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6092231273651123
	batch 2 loss: 1.6097277402877808
	batch 3 loss: 1.608015537261963
Invalid SOS parameters for sequential JPEG
	batch 4 loss: 1.6095554828643799
	batch 5 loss: 1.6103456020355225
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6093345880508423
	batch 7 loss: 1.6090381145477295
	batch 8 loss: 1.609407901763916
	batch 9 loss: 1.6101155281066895
	batch 10 loss: 1.6093584299087524
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6093584299087524 valid 1.6094238758087158
EPOCH 200:
Invalid SOS parameters for sequential JPEG
	batch 1 loss: 1.6099745035171509
	batch 2 loss: 1.60977303981781
	batch 3 loss: 1.610025405883789
	batch 4 loss: 1.6095972061157227
	batch 5 loss: 1.609391450881958
Invalid SOS parameters for sequential JPEG
	batch 6 loss: 1.6107618808746338
	batch 7 loss: 1.609093189239502
Invalid SOS parameters for sequential JPEG
	batch 8 loss: 1.6090084314346313
	batch 9 loss: 1.6076115369796753
	batch 10 loss: 1.6085567474365234
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
Invalid SOS parameters for sequential JPEG
LOSS train 1.6085567474365234 valid 1.6094179153442383

Process finished with exit code 0
