Training...
Epoch 1, CIFAR-10 Batch 1: Loss: 2.1977498531341553
Validation Accuracy: 0.20059999823570251
Epoch 1, CIFAR-10 Batch 2: Loss: 1.988148808479309
Validation Accuracy: 0.2833999693393707
Epoch 1, CIFAR-10 Batch 3: Loss: 1.6414859294891357
Validation Accuracy: 0.3081999719142914
Epoch 1, CIFAR-10 Batch 4: Loss: 1.7286639213562012
Validation Accuracy: 0.34880000352859497
Epoch 1, CIFAR-10 Batch 5: Loss: 1.688643217086792
Validation Accuracy: 0.36459997296333313
Epoch 2, CIFAR-10 Batch 1: Loss: 1.7484030723571777
Validation Accuracy: 0.3937999904155731
Epoch 2, CIFAR-10 Batch 2: Loss: 1.7505152225494385
Validation Accuracy: 0.399399995803833
Epoch 2, CIFAR-10 Batch 3: Loss: 1.3875747919082642
Validation Accuracy: 0.39879995584487915
Epoch 2, CIFAR-10 Batch 4: Loss: 1.6338930130004883
Validation Accuracy: 0.42879998683929443
Epoch 2, CIFAR-10 Batch 5: Loss: 1.4947240352630615
Validation Accuracy: 0.437999963760376
Epoch 3, CIFAR-10 Batch 1: Loss: 1.5879207849502563
Validation Accuracy: 0.44620001316070557
Epoch 3, CIFAR-10 Batch 2: Loss: 1.611999750137329
Validation Accuracy: 0.45579993724823
Epoch 3, CIFAR-10 Batch 3: Loss: 1.2323493957519531
Validation Accuracy: 0.44919997453689575
Epoch 3, CIFAR-10 Batch 4: Loss: 1.5603946447372437
Validation Accuracy: 0.47200000286102295
Epoch 3, CIFAR-10 Batch 5: Loss: 1.4046629667282104
Validation Accuracy: 0.46699994802474976
Epoch 4, CIFAR-10 Batch 1: Loss: 1.4267324209213257
Validation Accuracy: 0.4829999506473541
Epoch 4, CIFAR-10 Batch 2: Loss: 1.4663374423980713
Validation Accuracy: 0.49199995398521423
Epoch 4, CIFAR-10 Batch 3: Loss: 1.132730484008789
Validation Accuracy: 0.4949999451637268
Epoch 4, CIFAR-10 Batch 4: Loss: 1.4437487125396729
Validation Accuracy: 0.4997999668121338
Epoch 4, CIFAR-10 Batch 5: Loss: 1.2886548042297363
Validation Accuracy: 0.4949999451637268
Epoch 5, CIFAR-10 Batch 1: Loss: 1.2837653160095215
Validation Accuracy: 0.5127999782562256
Epoch 5, CIFAR-10 Batch 2: Loss: 1.3707767724990845
Validation Accuracy: 0.5059999823570251
Epoch 5, CIFAR-10 Batch 3: Loss: 1.0916495323181152
Validation Accuracy: 0.5121999979019165
Epoch 5, CIFAR-10 Batch 4: Loss: 1.3771164417266846
Validation Accuracy: 0.5295999646186829
Epoch 5, CIFAR-10 Batch 5: Loss: 1.2021005153656006
Validation Accuracy: 0.5179999470710754
Epoch 6, CIFAR-10 Batch 1: Loss: 1.1907583475112915
Validation Accuracy: 0.5267999172210693
Epoch 6, CIFAR-10 Batch 2: Loss: 1.3104201555252075
Validation Accuracy: 0.5252000093460083
Epoch 6, CIFAR-10 Batch 3: Loss: 1.0367233753204346
Validation Accuracy: 0.5375999808311462
Epoch 6, CIFAR-10 Batch 4: Loss: 1.2396347522735596
Validation Accuracy: 0.5433999300003052
Epoch 6, CIFAR-10 Batch 5: Loss: 1.1205297708511353
Validation Accuracy: 0.5335999131202698
Epoch 7, CIFAR-10 Batch 1: Loss: 1.1361535787582397
Validation Accuracy: 0.5363999605178833
Epoch 7, CIFAR-10 Batch 2: Loss: 1.2286032438278198
Validation Accuracy: 0.5410000085830688
Epoch 7, CIFAR-10 Batch 3: Loss: 0.980373740196228
Validation Accuracy: 0.5471998453140259
Epoch 7, CIFAR-10 Batch 4: Loss: 1.1710336208343506
Validation Accuracy: 0.5625998973846436
Epoch 7, CIFAR-10 Batch 5: Loss: 1.059490442276001
Validation Accuracy: 0.5569999814033508
Epoch 8, CIFAR-10 Batch 1: Loss: 1.0728704929351807
Validation Accuracy: 0.5625998973846436
Epoch 8, CIFAR-10 Batch 2: Loss: 1.148860216140747
Validation Accuracy: 0.5517998933792114
Epoch 8, CIFAR-10 Batch 3: Loss: 0.9174534678459167
Validation Accuracy: 0.5633999109268188
Epoch 8, CIFAR-10 Batch 4: Loss: 1.1140468120574951
Validation Accuracy: 0.573199987411499
Epoch 8, CIFAR-10 Batch 5: Loss: 1.031442403793335
Validation Accuracy: 0.5679999589920044
Epoch 9, CIFAR-10 Batch 1: Loss: 1.0553324222564697
Validation Accuracy: 0.5703999400138855
Epoch 9, CIFAR-10 Batch 2: Loss: 1.1303911209106445
Validation Accuracy: 0.5661999583244324
Epoch 9, CIFAR-10 Batch 3: Loss: 0.8652509450912476
Validation Accuracy: 0.5719999074935913
Epoch 9, CIFAR-10 Batch 4: Loss: 1.046394944190979
Validation Accuracy: 0.5777999758720398
Epoch 9, CIFAR-10 Batch 5: Loss: 0.9565870761871338
Validation Accuracy: 0.5851999521255493
Epoch 10, CIFAR-10 Batch 1: Loss: 1.001705527305603
Validation Accuracy: 0.5735999345779419
Epoch 10, CIFAR-10 Batch 2: Loss: 1.081337571144104
Validation Accuracy: 0.574199914932251
Epoch 10, CIFAR-10 Batch 3: Loss: 0.802502453327179
Validation Accuracy: 0.5787999629974365
Epoch 10, CIFAR-10 Batch 4: Loss: 1.01389479637146
Validation Accuracy: 0.590999960899353
Epoch 10, CIFAR-10 Batch 5: Loss: 0.8609421253204346
Validation Accuracy: 0.5951998829841614
Epoch 11, CIFAR-10 Batch 1: Loss: 0.9621260166168213
Validation Accuracy: 0.5883998870849609
Epoch 11, CIFAR-10 Batch 2: Loss: 1.0428920984268188
Validation Accuracy: 0.5887999534606934
Epoch 11, CIFAR-10 Batch 3: Loss: 0.7476211190223694
Validation Accuracy: 0.5831999182701111
Epoch 11, CIFAR-10 Batch 4: Loss: 0.9659223556518555
Validation Accuracy: 0.5995998978614807
Epoch 11, CIFAR-10 Batch 5: Loss: 0.8117021322250366
Validation Accuracy: 0.5893999338150024
Epoch 12, CIFAR-10 Batch 1: Loss: 0.9700316786766052
Validation Accuracy: 0.5921999216079712
Epoch 12, CIFAR-10 Batch 2: Loss: 1.0059361457824707
Validation Accuracy: 0.5955999493598938
Epoch 12, CIFAR-10 Batch 3: Loss: 0.7056434750556946
Validation Accuracy: 0.5903998613357544
Epoch 12, CIFAR-10 Batch 4: Loss: 0.9203470349311829
Validation Accuracy: 0.6017999649047852
Epoch 12, CIFAR-10 Batch 5: Loss: 0.7557036280632019
Validation Accuracy: 0.6007999777793884
Epoch 13, CIFAR-10 Batch 1: Loss: 0.9592165946960449
Validation Accuracy: 0.5991998910903931
Epoch 13, CIFAR-10 Batch 2: Loss: 0.9515608549118042
Validation Accuracy: 0.6037998795509338
Epoch 13, CIFAR-10 Batch 3: Loss: 0.6732942461967468
Validation Accuracy: 0.5929999351501465
Epoch 13, CIFAR-10 Batch 4: Loss: 0.8724186420440674
Validation Accuracy: 0.6089999079704285
Epoch 13, CIFAR-10 Batch 5: Loss: 0.7073040008544922
Validation Accuracy: 0.6115999221801758
Epoch 14, CIFAR-10 Batch 1: Loss: 0.907864511013031
Validation Accuracy: 0.6123999357223511
Epoch 14, CIFAR-10 Batch 2: Loss: 0.8996661901473999
Validation Accuracy: 0.6159999370574951
Epoch 14, CIFAR-10 Batch 3: Loss: 0.6387280225753784
Validation Accuracy: 0.5951998829841614
Epoch 14, CIFAR-10 Batch 4: Loss: 0.8259354829788208
Validation Accuracy: 0.6143999099731445
Epoch 14, CIFAR-10 Batch 5: Loss: 0.6516329050064087
Validation Accuracy: 0.613399863243103
Epoch 15, CIFAR-10 Batch 1: Loss: 0.8909046649932861
Validation Accuracy: 0.6139999032020569
Epoch 15, CIFAR-10 Batch 2: Loss: 0.8882606029510498
Validation Accuracy: 0.6129999160766602
Epoch 15, CIFAR-10 Batch 3: Loss: 0.6103866100311279
Validation Accuracy: 0.6001999378204346
Epoch 15, CIFAR-10 Batch 4: Loss: 0.7851787805557251
Validation Accuracy: 0.6185998916625977
Epoch 15, CIFAR-10 Batch 5: Loss: 0.6350667476654053
Validation Accuracy: 0.6129999160766602
Epoch 16, CIFAR-10 Batch 1: Loss: 0.8888770937919617
Validation Accuracy: 0.6191999316215515
Epoch 16, CIFAR-10 Batch 2: Loss: 0.8311955332756042
Validation Accuracy: 0.6213999390602112
Epoch 16, CIFAR-10 Batch 3: Loss: 0.554959774017334
Validation Accuracy: 0.6107998490333557
Epoch 16, CIFAR-10 Batch 4: Loss: 0.7638996839523315
Validation Accuracy: 0.6183999180793762
Epoch 16, CIFAR-10 Batch 5: Loss: 0.6164000034332275
Validation Accuracy: 0.6213998794555664
Epoch 17, CIFAR-10 Batch 1: Loss: 0.8789526224136353
Validation Accuracy: 0.6041998863220215
Epoch 17, CIFAR-10 Batch 2: Loss: 0.787085235118866
Validation Accuracy: 0.6219998598098755
Epoch 17, CIFAR-10 Batch 3: Loss: 0.54900062084198
Validation Accuracy: 0.6149998903274536
Epoch 17, CIFAR-10 Batch 4: Loss: 0.7117475271224976
Validation Accuracy: 0.6271998882293701
Epoch 17, CIFAR-10 Batch 5: Loss: 0.6058753728866577
Validation Accuracy: 0.6233998537063599
Epoch 18, CIFAR-10 Batch 1: Loss: 0.823367714881897
Validation Accuracy: 0.622999906539917
Epoch 18, CIFAR-10 Batch 2: Loss: 0.766086995601654
Validation Accuracy: 0.6347998976707458
Epoch 18, CIFAR-10 Batch 3: Loss: 0.5125723481178284
Validation Accuracy: 0.6187998652458191
Epoch 18, CIFAR-10 Batch 4: Loss: 0.7046117782592773
Validation Accuracy: 0.6239999532699585
Epoch 18, CIFAR-10 Batch 5: Loss: 0.5821499824523926
Validation Accuracy: 0.6261999011039734
Epoch 19, CIFAR-10 Batch 1: Loss: 0.8069278597831726
Validation Accuracy: 0.6255999207496643
Epoch 19, CIFAR-10 Batch 2: Loss: 0.7208167314529419
Validation Accuracy: 0.627799928188324
Epoch 19, CIFAR-10 Batch 3: Loss: 0.5067182183265686
Validation Accuracy: 0.6149998903274536
Epoch 19, CIFAR-10 Batch 4: Loss: 0.6833785772323608
Validation Accuracy: 0.6361998915672302
Epoch 19, CIFAR-10 Batch 5: Loss: 0.5660731792449951
Validation Accuracy: 0.6317999362945557
Epoch 20, CIFAR-10 Batch 1: Loss: 0.8028745651245117
Validation Accuracy: 0.6333998441696167
Epoch 20, CIFAR-10 Batch 2: Loss: 0.6952913999557495
Validation Accuracy: 0.6287999749183655
Epoch 20, CIFAR-10 Batch 3: Loss: 0.48867490887641907
Validation Accuracy: 0.6281999349594116
Epoch 20, CIFAR-10 Batch 4: Loss: 0.6547895669937134
Validation Accuracy: 0.627599835395813
Epoch 20, CIFAR-10 Batch 5: Loss: 0.5440071821212769
Validation Accuracy: 0.6307998895645142
Epoch 21, CIFAR-10 Batch 1: Loss: 0.7800212502479553
Validation Accuracy: 0.6297999024391174
Epoch 21, CIFAR-10 Batch 2: Loss: 0.6863542795181274
Validation Accuracy: 0.6333999037742615
Epoch 21, CIFAR-10 Batch 3: Loss: 0.4561624526977539
Validation Accuracy: 0.6241999268531799
Epoch 21, CIFAR-10 Batch 4: Loss: 0.6119809746742249
Validation Accuracy: 0.6373999118804932
Epoch 21, CIFAR-10 Batch 5: Loss: 0.5441064834594727
Validation Accuracy: 0.6341999173164368
Epoch 22, CIFAR-10 Batch 1: Loss: 0.7433232069015503
Validation Accuracy: 0.640799880027771
Epoch 22, CIFAR-10 Batch 2: Loss: 0.6705741286277771
Validation Accuracy: 0.6349999308586121
Epoch 22, CIFAR-10 Batch 3: Loss: 0.4015306234359741
Validation Accuracy: 0.6369999051094055
Epoch 22, CIFAR-10 Batch 4: Loss: 0.6076388359069824
Validation Accuracy: 0.640799880027771
Epoch 22, CIFAR-10 Batch 5: Loss: 0.5024596452713013
Validation Accuracy: 0.645599901676178
Epoch 23, CIFAR-10 Batch 1: Loss: 0.7181150913238525
Validation Accuracy: 0.6419999003410339
Epoch 23, CIFAR-10 Batch 2: Loss: 0.6371383666992188
Validation Accuracy: 0.6381998658180237
Epoch 23, CIFAR-10 Batch 3: Loss: 0.4023593068122864
Validation Accuracy: 0.631399929523468
Epoch 23, CIFAR-10 Batch 4: Loss: 0.6169359683990479
Validation Accuracy: 0.6321998834609985
Epoch 23, CIFAR-10 Batch 5: Loss: 0.5024625658988953
Validation Accuracy: 0.6435998678207397
Epoch 24, CIFAR-10 Batch 1: Loss: 0.70493084192276
Validation Accuracy: 0.6393998861312866
Epoch 24, CIFAR-10 Batch 2: Loss: 0.621566116809845
Validation Accuracy: 0.6377999186515808
Epoch 24, CIFAR-10 Batch 3: Loss: 0.4277169108390808
Validation Accuracy: 0.6439999341964722
Epoch 24, CIFAR-10 Batch 4: Loss: 0.5740879774093628
Validation Accuracy: 0.640999972820282
Epoch 24, CIFAR-10 Batch 5: Loss: 0.4723868668079376
Validation Accuracy: 0.6444000005722046
Epoch 25, CIFAR-10 Batch 1: Loss: 0.7005448937416077
Validation Accuracy: 0.6351999044418335
Epoch 25, CIFAR-10 Batch 2: Loss: 0.5925984978675842
Validation Accuracy: 0.6395999193191528
Epoch 25, CIFAR-10 Batch 3: Loss: 0.4026998281478882
Validation Accuracy: 0.6429998874664307
Epoch 25, CIFAR-10 Batch 4: Loss: 0.5574508905410767
Validation Accuracy: 0.648999810218811
Epoch 25, CIFAR-10 Batch 5: Loss: 0.43602555990219116
Validation Accuracy: 0.6451998949050903
Epoch 26, CIFAR-10 Batch 1: Loss: 0.6487689018249512
Validation Accuracy: 0.6345998644828796
Epoch 26, CIFAR-10 Batch 2: Loss: 0.573045015335083
Validation Accuracy: 0.6369998455047607
Epoch 26, CIFAR-10 Batch 3: Loss: 0.38534870743751526
Validation Accuracy: 0.642599880695343
Epoch 26, CIFAR-10 Batch 4: Loss: 0.5258550047874451
Validation Accuracy: 0.6463999152183533
Epoch 26, CIFAR-10 Batch 5: Loss: 0.42165523767471313
Validation Accuracy: 0.64739990234375
Epoch 27, CIFAR-10 Batch 1: Loss: 0.6617226004600525
Validation Accuracy: 0.6299999356269836
Epoch 27, CIFAR-10 Batch 2: Loss: 0.5610063076019287
Validation Accuracy: 0.6465998888015747
Epoch 27, CIFAR-10 Batch 3: Loss: 0.3872659206390381
Validation Accuracy: 0.6363998651504517
Epoch 27, CIFAR-10 Batch 4: Loss: 0.5089085102081299
Validation Accuracy: 0.6479998826980591
Epoch 27, CIFAR-10 Batch 5: Loss: 0.426917165517807
Validation Accuracy: 0.6481998562812805
Epoch 28, CIFAR-10 Batch 1: Loss: 0.6445666551589966
Validation Accuracy: 0.627799928188324
Epoch 28, CIFAR-10 Batch 2: Loss: 0.5478131175041199
Validation Accuracy: 0.6429998874664307
Epoch 28, CIFAR-10 Batch 3: Loss: 0.3620033860206604
Validation Accuracy: 0.6415998935699463
Epoch 28, CIFAR-10 Batch 4: Loss: 0.48613542318344116
Validation Accuracy: 0.6429999470710754
Epoch 28, CIFAR-10 Batch 5: Loss: 0.4119555652141571
Validation Accuracy: 0.6519998908042908
Epoch 29, CIFAR-10 Batch 1: Loss: 0.6333691477775574
Validation Accuracy: 0.6339999437332153
Epoch 29, CIFAR-10 Batch 2: Loss: 0.5522593855857849
Validation Accuracy: 0.6425999402999878
Epoch 29, CIFAR-10 Batch 3: Loss: 0.3478941321372986
Validation Accuracy: 0.6375998258590698
Epoch 29, CIFAR-10 Batch 4: Loss: 0.49010148644447327
Validation Accuracy: 0.6447998881340027
Epoch 29, CIFAR-10 Batch 5: Loss: 0.45046722888946533
Validation Accuracy: 0.6481999158859253
Epoch 30, CIFAR-10 Batch 1: Loss: 0.6273802518844604
Validation Accuracy: 0.6393999457359314
Epoch 30, CIFAR-10 Batch 2: Loss: 0.5654564499855042
Validation Accuracy: 0.6475998163223267
Epoch 30, CIFAR-10 Batch 3: Loss: 0.328299880027771
Validation Accuracy: 0.6345999240875244
Epoch 30, CIFAR-10 Batch 4: Loss: 0.46261247992515564
Validation Accuracy: 0.6511999368667603
Epoch 30, CIFAR-10 Batch 5: Loss: 0.41128766536712646
Validation Accuracy: 0.6535999178886414
Epoch 31, CIFAR-10 Batch 1: Loss: 0.644677460193634
Validation Accuracy: 0.6235998868942261
Epoch 31, CIFAR-10 Batch 2: Loss: 0.4801250696182251
Validation Accuracy: 0.6431998610496521
Epoch 31, CIFAR-10 Batch 3: Loss: 0.32946228981018066
Validation Accuracy: 0.6465998888015747
Epoch 31, CIFAR-10 Batch 4: Loss: 0.46382737159729004
Validation Accuracy: 0.6463999152183533
Epoch 31, CIFAR-10 Batch 5: Loss: 0.39182159304618835
Validation Accuracy: 0.6537998914718628
Epoch 32, CIFAR-10 Batch 1: Loss: 0.588614284992218
Validation Accuracy: 0.6431998610496521
Epoch 32, CIFAR-10 Batch 2: Loss: 0.5043936967849731
Validation Accuracy: 0.6475999355316162
Epoch 32, CIFAR-10 Batch 3: Loss: 0.30502215027809143
Validation Accuracy: 0.6459999084472656
Epoch 32, CIFAR-10 Batch 4: Loss: 0.4441353678703308
Validation Accuracy: 0.6575998663902283
Epoch 32, CIFAR-10 Batch 5: Loss: 0.3586779832839966
Validation Accuracy: 0.653799831867218
Epoch 33, CIFAR-10 Batch 1: Loss: 0.5669272541999817
Validation Accuracy: 0.6271999478340149
Epoch 33, CIFAR-10 Batch 2: Loss: 0.4525797963142395
Validation Accuracy: 0.6493998765945435
Epoch 33, CIFAR-10 Batch 3: Loss: 0.3151791989803314
Validation Accuracy: 0.6495999097824097
Epoch 33, CIFAR-10 Batch 4: Loss: 0.45039233565330505
Validation Accuracy: 0.6573998928070068
Epoch 33, CIFAR-10 Batch 5: Loss: 0.37638717889785767
Validation Accuracy: 0.6523998975753784
Epoch 34, CIFAR-10 Batch 1: Loss: 0.6012490391731262
Validation Accuracy: 0.6333998441696167
Epoch 34, CIFAR-10 Batch 2: Loss: 0.4306783974170685
Validation Accuracy: 0.6445999145507812
Epoch 34, CIFAR-10 Batch 3: Loss: 0.2825191915035248
Validation Accuracy: 0.6471998691558838
Epoch 34, CIFAR-10 Batch 4: Loss: 0.4442032277584076
Validation Accuracy: 0.658799946308136
Epoch 34, CIFAR-10 Batch 5: Loss: 0.35091233253479004
Validation Accuracy: 0.6523998379707336
Epoch 35, CIFAR-10 Batch 1: Loss: 0.5919427871704102
Validation Accuracy: 0.6351999044418335
Epoch 35, CIFAR-10 Batch 2: Loss: 0.4563086926937103
Validation Accuracy: 0.6469998955726624
Epoch 35, CIFAR-10 Batch 3: Loss: 0.2717805504798889
Validation Accuracy: 0.6465998888015747
Epoch 35, CIFAR-10 Batch 4: Loss: 0.41754812002182007
Validation Accuracy: 0.654999852180481
Epoch 35, CIFAR-10 Batch 5: Loss: 0.3495824933052063
Validation Accuracy: 0.6513999104499817
Epoch 36, CIFAR-10 Batch 1: Loss: 0.5482213497161865
Validation Accuracy: 0.6425998210906982
Epoch 36, CIFAR-10 Batch 2: Loss: 0.427451491355896
Validation Accuracy: 0.6437999606132507
Epoch 36, CIFAR-10 Batch 3: Loss: 0.2652438282966614
Validation Accuracy: 0.6513998508453369
Epoch 36, CIFAR-10 Batch 4: Loss: 0.4359656572341919
Validation Accuracy: 0.656799852848053
Epoch 36, CIFAR-10 Batch 5: Loss: 0.3495517075061798
Validation Accuracy: 0.6551999449729919
Epoch 37, CIFAR-10 Batch 1: Loss: 0.5460016131401062
Validation Accuracy: 0.6433998346328735
Epoch 37, CIFAR-10 Batch 2: Loss: 0.4297662675380707
Validation Accuracy: 0.6453999280929565
Epoch 37, CIFAR-10 Batch 3: Loss: 0.28954851627349854
Validation Accuracy: 0.6533999443054199
Epoch 37, CIFAR-10 Batch 4: Loss: 0.404166579246521
Validation Accuracy: 0.6569998264312744
Epoch 37, CIFAR-10 Batch 5: Loss: 0.3481847047805786
Validation Accuracy: 0.6531999111175537
Epoch 38, CIFAR-10 Batch 1: Loss: 0.5439050793647766
Validation Accuracy: 0.6301999092102051
Epoch 38, CIFAR-10 Batch 2: Loss: 0.40804582834243774
Validation Accuracy: 0.6369999051094055
Epoch 38, CIFAR-10 Batch 3: Loss: 0.269390732049942
Validation Accuracy: 0.6477999091148376
Epoch 38, CIFAR-10 Batch 4: Loss: 0.37944334745407104
Validation Accuracy: 0.6599999666213989
Epoch 38, CIFAR-10 Batch 5: Loss: 0.3406701385974884
Validation Accuracy: 0.6511998176574707
Epoch 39, CIFAR-10 Batch 1: Loss: 0.5181202292442322
Validation Accuracy: 0.6453998684883118
Epoch 39, CIFAR-10 Batch 2: Loss: 0.39736053347587585
Validation Accuracy: 0.6403998732566833
Epoch 39, CIFAR-10 Batch 3: Loss: 0.25187385082244873
Validation Accuracy: 0.6553998589515686
Epoch 39, CIFAR-10 Batch 4: Loss: 0.4015665352344513
Validation Accuracy: 0.6539998650550842
Epoch 39, CIFAR-10 Batch 5: Loss: 0.33895474672317505
Validation Accuracy: 0.6495999097824097
Epoch 40, CIFAR-10 Batch 1: Loss: 0.49749863147735596
Validation Accuracy: 0.6503998637199402
Epoch 40, CIFAR-10 Batch 2: Loss: 0.3643900156021118
Validation Accuracy: 0.6477999091148376
Epoch 40, CIFAR-10 Batch 3: Loss: 0.24874678254127502
Validation Accuracy: 0.6581999063491821
Epoch 40, CIFAR-10 Batch 4: Loss: 0.3867996633052826
Validation Accuracy: 0.6581998467445374
Epoch 40, CIFAR-10 Batch 5: Loss: 0.31977537274360657
Validation Accuracy: 0.6609998941421509
Epoch 41, CIFAR-10 Batch 1: Loss: 0.5021096467971802
Validation Accuracy: 0.6429998874664307
Epoch 41, CIFAR-10 Batch 2: Loss: 0.37291523814201355
Validation Accuracy: 0.6533999443054199
Epoch 41, CIFAR-10 Batch 3: Loss: 0.23333808779716492
Validation Accuracy: 0.6579998731613159
Epoch 41, CIFAR-10 Batch 4: Loss: 0.39001187682151794
Validation Accuracy: 0.657599925994873
Epoch 41, CIFAR-10 Batch 5: Loss: 0.3040219247341156
Validation Accuracy: 0.6553999185562134
Epoch 42, CIFAR-10 Batch 1: Loss: 0.4874580502510071
Validation Accuracy: 0.6481999158859253
Epoch 42, CIFAR-10 Batch 2: Loss: 0.37568768858909607
Validation Accuracy: 0.6519998908042908
Epoch 42, CIFAR-10 Batch 3: Loss: 0.23452383279800415
Validation Accuracy: 0.6415998935699463
Epoch 42, CIFAR-10 Batch 4: Loss: 0.38821613788604736
Validation Accuracy: 0.6577998995780945
Epoch 42, CIFAR-10 Batch 5: Loss: 0.32819944620132446
Validation Accuracy: 0.6499998569488525
Epoch 43, CIFAR-10 Batch 1: Loss: 0.5197715163230896
Validation Accuracy: 0.6391998529434204
Epoch 43, CIFAR-10 Batch 2: Loss: 0.3618895411491394
Validation Accuracy: 0.6543999314308167
Epoch 43, CIFAR-10 Batch 3: Loss: 0.22709479928016663
Validation Accuracy: 0.6595999002456665
Epoch 43, CIFAR-10 Batch 4: Loss: 0.3705103099346161
Validation Accuracy: 0.6663998961448669
Epoch 43, CIFAR-10 Batch 5: Loss: 0.2979734539985657
Validation Accuracy: 0.6535999178886414
Epoch 44, CIFAR-10 Batch 1: Loss: 0.49991461634635925
Validation Accuracy: 0.6531999111175537
Epoch 44, CIFAR-10 Batch 2: Loss: 0.33553946018218994
Validation Accuracy: 0.6573998928070068
Epoch 44, CIFAR-10 Batch 3: Loss: 0.21202747523784637
Validation Accuracy: 0.6653998494148254
Epoch 44, CIFAR-10 Batch 4: Loss: 0.3715304732322693
Validation Accuracy: 0.6615999341011047
Epoch 44, CIFAR-10 Batch 5: Loss: 0.2981499433517456
Validation Accuracy: 0.6583998799324036
Epoch 45, CIFAR-10 Batch 1: Loss: 0.4830361008644104
Validation Accuracy: 0.642599880695343
Epoch 45, CIFAR-10 Batch 2: Loss: 0.3148803412914276
Validation Accuracy: 0.6543998718261719
Epoch 45, CIFAR-10 Batch 3: Loss: 0.22578972578048706
Validation Accuracy: 0.6563999056816101
Epoch 45, CIFAR-10 Batch 4: Loss: 0.40322011709213257
Validation Accuracy: 0.6515998840332031
Epoch 45, CIFAR-10 Batch 5: Loss: 0.31900808215141296
Validation Accuracy: 0.6527999043464661
Epoch 46, CIFAR-10 Batch 1: Loss: 0.4502914547920227
Validation Accuracy: 0.6539998650550842
Epoch 46, CIFAR-10 Batch 2: Loss: 0.32677319645881653
Validation Accuracy: 0.6571998000144958
Epoch 46, CIFAR-10 Batch 3: Loss: 0.22679394483566284
Validation Accuracy: 0.6575998663902283
Epoch 46, CIFAR-10 Batch 4: Loss: 0.36127907037734985
Validation Accuracy: 0.6679998636245728
Epoch 46, CIFAR-10 Batch 5: Loss: 0.30114516615867615
Validation Accuracy: 0.6617998480796814
Epoch 47, CIFAR-10 Batch 1: Loss: 0.4360753297805786
Validation Accuracy: 0.6541999578475952
Epoch 47, CIFAR-10 Batch 2: Loss: 0.3511624336242676
Validation Accuracy: 0.6607998609542847
Epoch 47, CIFAR-10 Batch 3: Loss: 0.20950940251350403
Validation Accuracy: 0.6691999435424805
Epoch 47, CIFAR-10 Batch 4: Loss: 0.35590827465057373
Validation Accuracy: 0.6635998487472534
Epoch 47, CIFAR-10 Batch 5: Loss: 0.27611738443374634
Validation Accuracy: 0.6583998799324036
Epoch 48, CIFAR-10 Batch 1: Loss: 0.45979201793670654
Validation Accuracy: 0.6523998975753784
Epoch 48, CIFAR-10 Batch 2: Loss: 0.3038058876991272
Validation Accuracy: 0.6607999205589294
Epoch 48, CIFAR-10 Batch 3: Loss: 0.21346788108348846
Validation Accuracy: 0.6635999083518982
Epoch 48, CIFAR-10 Batch 4: Loss: 0.35509008169174194
Validation Accuracy: 0.6645998954772949
Epoch 48, CIFAR-10 Batch 5: Loss: 0.2953076958656311
Validation Accuracy: 0.6559998989105225
Epoch 49, CIFAR-10 Batch 1: Loss: 0.41801658272743225
Validation Accuracy: 0.6601998805999756
Epoch 49, CIFAR-10 Batch 2: Loss: 0.3135547637939453
Validation Accuracy: 0.6591999530792236
Epoch 49, CIFAR-10 Batch 3: Loss: 0.21626152098178864
Validation Accuracy: 0.6643999218940735
Epoch 49, CIFAR-10 Batch 4: Loss: 0.3135557770729065
Validation Accuracy: 0.668799877166748
Epoch 49, CIFAR-10 Batch 5: Loss: 0.28541791439056396
Validation Accuracy: 0.6635998487472534
Epoch 50, CIFAR-10 Batch 1: Loss: 0.404996782541275
Validation Accuracy: 0.6667999029159546
Epoch 50, CIFAR-10 Batch 2: Loss: 0.3203143775463104
Validation Accuracy: 0.6587998867034912
Epoch 50, CIFAR-10 Batch 3: Loss: 0.21111318469047546
Validation Accuracy: 0.6625999212265015
Epoch 50, CIFAR-10 Batch 4: Loss: 0.34025391936302185
Validation Accuracy: 0.6629998683929443
Epoch 50, CIFAR-10 Batch 5: Loss: 0.2742578983306885
Validation Accuracy: 0.665199875831604
Epoch 51, CIFAR-10 Batch 1: Loss: 0.41268450021743774
Validation Accuracy: 0.6677998900413513
Epoch 51, CIFAR-10 Batch 2: Loss: 0.3148064613342285
Validation Accuracy: 0.6601998805999756
Epoch 51, CIFAR-10 Batch 3: Loss: 0.19486704468727112
Validation Accuracy: 0.6661999225616455
Epoch 51, CIFAR-10 Batch 4: Loss: 0.30908215045928955
Validation Accuracy: 0.6697999238967896
Epoch 51, CIFAR-10 Batch 5: Loss: 0.2831408679485321
Validation Accuracy: 0.6601998805999756
Epoch 52, CIFAR-10 Batch 1: Loss: 0.40715086460113525
Validation Accuracy: 0.6633998155593872
Epoch 52, CIFAR-10 Batch 2: Loss: 0.2955167889595032
Validation Accuracy: 0.6621999144554138
Epoch 52, CIFAR-10 Batch 3: Loss: 0.19782938063144684
Validation Accuracy: 0.6727998852729797
Epoch 52, CIFAR-10 Batch 4: Loss: 0.3015593886375427
Validation Accuracy: 0.6689999103546143
Epoch 52, CIFAR-10 Batch 5: Loss: 0.26455408334732056
Validation Accuracy: 0.6619998812675476
Epoch 53, CIFAR-10 Batch 1: Loss: 0.4075208902359009
Validation Accuracy: 0.6679998636245728
Epoch 53, CIFAR-10 Batch 2: Loss: 0.2854780852794647
Validation Accuracy: 0.6675999164581299
Epoch 53, CIFAR-10 Batch 3: Loss: 0.208605095744133
Validation Accuracy: 0.6683999300003052
Epoch 53, CIFAR-10 Batch 4: Loss: 0.3071604371070862
Validation Accuracy: 0.6661999225616455
Epoch 53, CIFAR-10 Batch 5: Loss: 0.26867592334747314
Validation Accuracy: 0.6579999327659607
Epoch 54, CIFAR-10 Batch 1: Loss: 0.38148701190948486
Validation Accuracy: 0.6547998785972595
Epoch 54, CIFAR-10 Batch 2: Loss: 0.26000887155532837
Validation Accuracy: 0.6649999022483826
Epoch 54, CIFAR-10 Batch 3: Loss: 0.20421721041202545
Validation Accuracy: 0.6709999442100525
Epoch 54, CIFAR-10 Batch 4: Loss: 0.30626803636550903
Validation Accuracy: 0.6675999164581299
Epoch 54, CIFAR-10 Batch 5: Loss: 0.2606838345527649
Validation Accuracy: 0.6553999185562134
Epoch 55, CIFAR-10 Batch 1: Loss: 0.3851734697818756
Validation Accuracy: 0.6607998609542847
Epoch 55, CIFAR-10 Batch 2: Loss: 0.2913861870765686
Validation Accuracy: 0.66159987449646
Epoch 55, CIFAR-10 Batch 3: Loss: 0.20283013582229614
Validation Accuracy: 0.6659998893737793
Epoch 55, CIFAR-10 Batch 4: Loss: 0.28033125400543213
Validation Accuracy: 0.6693999171257019
Epoch 55, CIFAR-10 Batch 5: Loss: 0.2645723819732666
Validation Accuracy: 0.6489998698234558
Epoch 56, CIFAR-10 Batch 1: Loss: 0.37492018938064575
Validation Accuracy: 0.6617998480796814
Epoch 56, CIFAR-10 Batch 2: Loss: 0.2587917447090149
Validation Accuracy: 0.6703998446464539
Epoch 56, CIFAR-10 Batch 3: Loss: 0.20381230115890503
Validation Accuracy: 0.6697999238967896
Epoch 56, CIFAR-10 Batch 4: Loss: 0.27326658368110657
Validation Accuracy: 0.6761998534202576
Epoch 56, CIFAR-10 Batch 5: Loss: 0.24407152831554413
Validation Accuracy: 0.6661998629570007
Epoch 57, CIFAR-10 Batch 1: Loss: 0.3789929747581482
Validation Accuracy: 0.6649999022483826
Epoch 57, CIFAR-10 Batch 2: Loss: 0.25149789452552795
Validation Accuracy: 0.6725998520851135
Epoch 57, CIFAR-10 Batch 3: Loss: 0.1887582689523697
Validation Accuracy: 0.6725999116897583
Epoch 57, CIFAR-10 Batch 4: Loss: 0.2656835913658142
Validation Accuracy: 0.6721998453140259
Epoch 57, CIFAR-10 Batch 5: Loss: 0.23364564776420593
Validation Accuracy: 0.6625998616218567
Epoch 58, CIFAR-10 Batch 1: Loss: 0.37848836183547974
Validation Accuracy: 0.6725999116897583
Epoch 58, CIFAR-10 Batch 2: Loss: 0.2566867470741272
Validation Accuracy: 0.6635998487472534
Epoch 58, CIFAR-10 Batch 3: Loss: 0.18623892962932587
Validation Accuracy: 0.6685998439788818
Epoch 58, CIFAR-10 Batch 4: Loss: 0.2835032343864441
Validation Accuracy: 0.668799877166748
Epoch 58, CIFAR-10 Batch 5: Loss: 0.22174669802188873
Validation Accuracy: 0.6653998494148254
Epoch 59, CIFAR-10 Batch 1: Loss: 0.3839302659034729
Validation Accuracy: 0.6741998791694641
Epoch 59, CIFAR-10 Batch 2: Loss: 0.25174593925476074
Validation Accuracy: 0.6631999015808105
Epoch 59, CIFAR-10 Batch 3: Loss: 0.1853119134902954
Validation Accuracy: 0.6747998595237732
Epoch 59, CIFAR-10 Batch 4: Loss: 0.2610483765602112
Validation Accuracy: 0.6799998879432678
Epoch 59, CIFAR-10 Batch 5: Loss: 0.21884450316429138
Validation Accuracy: 0.6505998969078064
Epoch 60, CIFAR-10 Batch 1: Loss: 0.35686933994293213
Validation Accuracy: 0.6739999055862427
Epoch 60, CIFAR-10 Batch 2: Loss: 0.24940693378448486
Validation Accuracy: 0.6667999029159546
Epoch 60, CIFAR-10 Batch 3: Loss: 0.1733761429786682
Validation Accuracy: 0.6725999116897583
Epoch 60, CIFAR-10 Batch 4: Loss: 0.2735709249973297
Validation Accuracy: 0.6727998852729797
Epoch 60, CIFAR-10 Batch 5: Loss: 0.21531061828136444
Validation Accuracy: 0.6811997890472412
Epoch 61, CIFAR-10 Batch 1: Loss: 0.33016520738601685
Validation Accuracy: 0.6621999144554138
Epoch 61, CIFAR-10 Batch 2: Loss: 0.24481189250946045
Validation Accuracy: 0.6721998453140259
Epoch 61, CIFAR-10 Batch 3: Loss: 0.19064143300056458
Validation Accuracy: 0.6761998534202576
Epoch 61, CIFAR-10 Batch 4: Loss: 0.29592180252075195
Validation Accuracy: 0.6751998662948608
Epoch 61, CIFAR-10 Batch 5: Loss: 0.2379412055015564
Validation Accuracy: 0.6557998657226562
Epoch 62, CIFAR-10 Batch 1: Loss: 0.3261808454990387
Validation Accuracy: 0.6667999029159546
Epoch 62, CIFAR-10 Batch 2: Loss: 0.23822683095932007
Validation Accuracy: 0.6691998839378357
Epoch 62, CIFAR-10 Batch 3: Loss: 0.1809990257024765
Validation Accuracy: 0.6729998588562012
Epoch 62, CIFAR-10 Batch 4: Loss: 0.22976568341255188
Validation Accuracy: 0.6757999062538147
Epoch 62, CIFAR-10 Batch 5: Loss: 0.21085895597934723
Validation Accuracy: 0.6601998805999756
Epoch 63, CIFAR-10 Batch 1: Loss: 0.34260109066963196
Validation Accuracy: 0.6697998642921448
Epoch 63, CIFAR-10 Batch 2: Loss: 0.24308007955551147
Validation Accuracy: 0.6761999130249023
Epoch 63, CIFAR-10 Batch 3: Loss: 0.16163599491119385
Validation Accuracy: 0.6775998473167419
Epoch 63, CIFAR-10 Batch 4: Loss: 0.24550211429595947
Validation Accuracy: 0.6769998669624329
Epoch 63, CIFAR-10 Batch 5: Loss: 0.23147347569465637
Validation Accuracy: 0.6531999111175537
Epoch 64, CIFAR-10 Batch 1: Loss: 0.3323710262775421
Validation Accuracy: 0.6659998893737793
Epoch 64, CIFAR-10 Batch 2: Loss: 0.24048739671707153
Validation Accuracy: 0.6647999286651611
Epoch 64, CIFAR-10 Batch 3: Loss: 0.1644536256790161
Validation Accuracy: 0.6755999326705933
Epoch 64, CIFAR-10 Batch 4: Loss: 0.23613819479942322
Validation Accuracy: 0.6773999333381653
Epoch 64, CIFAR-10 Batch 5: Loss: 0.23462675511837006
Validation Accuracy: 0.6647998690605164
Epoch 65, CIFAR-10 Batch 1: Loss: 0.3080148696899414
Validation Accuracy: 0.6679998636245728
Epoch 65, CIFAR-10 Batch 2: Loss: 0.2150614708662033
Validation Accuracy: 0.6657998561859131
Epoch 65, CIFAR-10 Batch 3: Loss: 0.17388251423835754
Validation Accuracy: 0.6807999014854431
Epoch 65, CIFAR-10 Batch 4: Loss: 0.27977919578552246
Validation Accuracy: 0.6737998723983765
Epoch 65, CIFAR-10 Batch 5: Loss: 0.22085757553577423
Validation Accuracy: 0.6669999361038208
Epoch 66, CIFAR-10 Batch 1: Loss: 0.2987882196903229
Validation Accuracy: 0.6659998893737793
Epoch 66, CIFAR-10 Batch 2: Loss: 0.2284328043460846
Validation Accuracy: 0.6733998656272888
Epoch 66, CIFAR-10 Batch 3: Loss: 0.14568637311458588
Validation Accuracy: 0.6767998933792114
Epoch 66, CIFAR-10 Batch 4: Loss: 0.24028794467449188
Validation Accuracy: 0.6753999590873718
Epoch 66, CIFAR-10 Batch 5: Loss: 0.20090705156326294
Validation Accuracy: 0.6671999096870422
Epoch 67, CIFAR-10 Batch 1: Loss: 0.31957435607910156
Validation Accuracy: 0.6771999001502991
Epoch 67, CIFAR-10 Batch 2: Loss: 0.23325882852077484
Validation Accuracy: 0.6761997938156128
Epoch 67, CIFAR-10 Batch 3: Loss: 0.16996799409389496
Validation Accuracy: 0.6773998737335205
Epoch 67, CIFAR-10 Batch 4: Loss: 0.229888454079628
Validation Accuracy: 0.6717998385429382
Epoch 67, CIFAR-10 Batch 5: Loss: 0.18584579229354858
Validation Accuracy: 0.6641998887062073
Epoch 68, CIFAR-10 Batch 1: Loss: 0.3120509088039398
Validation Accuracy: 0.6735998392105103
Epoch 68, CIFAR-10 Batch 2: Loss: 0.24065367877483368
Validation Accuracy: 0.6751998662948608
Epoch 68, CIFAR-10 Batch 3: Loss: 0.15568341314792633
Validation Accuracy: 0.6707999110221863
Epoch 68, CIFAR-10 Batch 4: Loss: 0.26769059896469116
Validation Accuracy: 0.6717998385429382
Epoch 68, CIFAR-10 Batch 5: Loss: 0.22120794653892517
Validation Accuracy: 0.6551998853683472
Epoch 69, CIFAR-10 Batch 1: Loss: 0.3027576804161072
Validation Accuracy: 0.6635999083518982
Epoch 69, CIFAR-10 Batch 2: Loss: 0.22596099972724915
Validation Accuracy: 0.6663999557495117
Epoch 69, CIFAR-10 Batch 3: Loss: 0.16494974493980408
Validation Accuracy: 0.6765998601913452
Epoch 69, CIFAR-10 Batch 4: Loss: 0.23053967952728271
Validation Accuracy: 0.6773998737335205
Epoch 69, CIFAR-10 Batch 5: Loss: 0.1981363594532013
Validation Accuracy: 0.6713998317718506
Epoch 70, CIFAR-10 Batch 1: Loss: 0.28627318143844604
Validation Accuracy: 0.6715999245643616
Epoch 70, CIFAR-10 Batch 2: Loss: 0.22339582443237305
Validation Accuracy: 0.668799877166748
Epoch 70, CIFAR-10 Batch 3: Loss: 0.14589321613311768
Validation Accuracy: 0.6801998615264893
Epoch 70, CIFAR-10 Batch 4: Loss: 0.22388076782226562
Validation Accuracy: 0.6749999523162842
Epoch 70, CIFAR-10 Batch 5: Loss: 0.20397309958934784
Validation Accuracy: 0.6511999368667603
Epoch 71, CIFAR-10 Batch 1: Loss: 0.3025345206260681
Validation Accuracy: 0.6679998636245728
Epoch 71, CIFAR-10 Batch 2: Loss: 0.21026787161827087
Validation Accuracy: 0.6663999557495117
Epoch 71, CIFAR-10 Batch 3: Loss: 0.15017588436603546
Validation Accuracy: 0.6771998405456543
Epoch 71, CIFAR-10 Batch 4: Loss: 0.20205625891685486
Validation Accuracy: 0.6835998892784119
Epoch 71, CIFAR-10 Batch 5: Loss: 0.1758928745985031
Validation Accuracy: 0.6689999103546143
Epoch 72, CIFAR-10 Batch 1: Loss: 0.284553587436676
Validation Accuracy: 0.674799919128418
Epoch 72, CIFAR-10 Batch 2: Loss: 0.19996102154254913
Validation Accuracy: 0.6671999096870422
Epoch 72, CIFAR-10 Batch 3: Loss: 0.14800158143043518
Validation Accuracy: 0.6715999841690063
Epoch 72, CIFAR-10 Batch 4: Loss: 0.21123360097408295
Validation Accuracy: 0.6719998717308044
Epoch 72, CIFAR-10 Batch 5: Loss: 0.19139054417610168
Validation Accuracy: 0.6705998778343201
Epoch 73, CIFAR-10 Batch 1: Loss: 0.28435641527175903
Validation Accuracy: 0.6627998352050781
Epoch 73, CIFAR-10 Batch 2: Loss: 0.221767857670784
Validation Accuracy: 0.6571998596191406
Epoch 73, CIFAR-10 Batch 3: Loss: 0.13869063556194305
Validation Accuracy: 0.6761999130249023
Epoch 73, CIFAR-10 Batch 4: Loss: 0.2218361645936966
Validation Accuracy: 0.6789998412132263
Epoch 73, CIFAR-10 Batch 5: Loss: 0.20326675474643707
Validation Accuracy: 0.6625999212265015
Epoch 74, CIFAR-10 Batch 1: Loss: 0.32103562355041504
Validation Accuracy: 0.6603997945785522
Epoch 74, CIFAR-10 Batch 2: Loss: 0.2218325138092041
Validation Accuracy: 0.669999897480011
Epoch 74, CIFAR-10 Batch 3: Loss: 0.13809895515441895
Validation Accuracy: 0.6791998744010925
Epoch 74, CIFAR-10 Batch 4: Loss: 0.21742142736911774
Validation Accuracy: 0.6779999136924744
Epoch 74, CIFAR-10 Batch 5: Loss: 0.1937088668346405
Validation Accuracy: 0.666999876499176
Epoch 75, CIFAR-10 Batch 1: Loss: 0.3016940653324127
Validation Accuracy: 0.6709998846054077
Epoch 75, CIFAR-10 Batch 2: Loss: 0.2074679136276245
Validation Accuracy: 0.6667999625205994
Epoch 75, CIFAR-10 Batch 3: Loss: 0.1330987811088562
Validation Accuracy: 0.6703999042510986
Epoch 75, CIFAR-10 Batch 4: Loss: 0.21405759453773499
Validation Accuracy: 0.6709998846054077
Epoch 75, CIFAR-10 Batch 5: Loss: 0.19126063585281372
Validation Accuracy: 0.6693998575210571
Epoch 76, CIFAR-10 Batch 1: Loss: 0.28848838806152344
Validation Accuracy: 0.6719998121261597
Epoch 76, CIFAR-10 Batch 2: Loss: 0.22632180154323578
Validation Accuracy: 0.6603999137878418
Epoch 76, CIFAR-10 Batch 3: Loss: 0.14441931247711182
Validation Accuracy: 0.6737998723983765
Epoch 76, CIFAR-10 Batch 4: Loss: 0.22183352708816528
Validation Accuracy: 0.6721998453140259
Epoch 76, CIFAR-10 Batch 5: Loss: 0.2045401632785797
Validation Accuracy: 0.6691998243331909
Epoch 77, CIFAR-10 Batch 1: Loss: 0.2679436504840851
Validation Accuracy: 0.6695998311042786
Epoch 77, CIFAR-10 Batch 2: Loss: 0.18259365856647491
Validation Accuracy: 0.6679998636245728
Epoch 77, CIFAR-10 Batch 3: Loss: 0.1314261555671692
Validation Accuracy: 0.6763998866081238
Epoch 77, CIFAR-10 Batch 4: Loss: 0.240557000041008
Validation Accuracy: 0.6745998859405518
Epoch 77, CIFAR-10 Batch 5: Loss: 0.1709538847208023
Validation Accuracy: 0.671799898147583
Epoch 78, CIFAR-10 Batch 1: Loss: 0.2760853171348572
Validation Accuracy: 0.6691998839378357
Epoch 78, CIFAR-10 Batch 2: Loss: 0.25482094287872314
Validation Accuracy: 0.6649999022483826
Epoch 78, CIFAR-10 Batch 3: Loss: 0.13727450370788574
Validation Accuracy: 0.6743998527526855
Epoch 78, CIFAR-10 Batch 4: Loss: 0.24047884345054626
Validation Accuracy: 0.6785998940467834
Epoch 78, CIFAR-10 Batch 5: Loss: 0.17267368733882904
Validation Accuracy: 0.6703999042510986
Epoch 79, CIFAR-10 Batch 1: Loss: 0.2639995515346527
Validation Accuracy: 0.6651999354362488
Epoch 79, CIFAR-10 Batch 2: Loss: 0.22027228772640228
Validation Accuracy: 0.6673998832702637
Epoch 79, CIFAR-10 Batch 3: Loss: 0.1387423574924469
Validation Accuracy: 0.6821998357772827
Epoch 79, CIFAR-10 Batch 4: Loss: 0.20747984945774078
Validation Accuracy: 0.678399920463562
Epoch 79, CIFAR-10 Batch 5: Loss: 0.16920414566993713
Validation Accuracy: 0.6717998385429382
Epoch 80, CIFAR-10 Batch 1: Loss: 0.26470592617988586
Validation Accuracy: 0.6705998778343201
Epoch 80, CIFAR-10 Batch 2: Loss: 0.22701528668403625
Validation Accuracy: 0.6641998887062073
Epoch 80, CIFAR-10 Batch 3: Loss: 0.14302952587604523
Validation Accuracy: 0.6817998886108398
Epoch 80, CIFAR-10 Batch 4: Loss: 0.2327347695827484
Validation Accuracy: 0.6789998412132263
Epoch 80, CIFAR-10 Batch 5: Loss: 0.1653161495923996
Validation Accuracy: 0.6775999069213867
Epoch 81, CIFAR-10 Batch 1: Loss: 0.2613367736339569
Validation Accuracy: 0.6697999238967896
Epoch 81, CIFAR-10 Batch 2: Loss: 0.23083637654781342
Validation Accuracy: 0.674599826335907
Epoch 81, CIFAR-10 Batch 3: Loss: 0.14487935602664948
Validation Accuracy: 0.6761999130249023
Epoch 81, CIFAR-10 Batch 4: Loss: 0.22825342416763306
Validation Accuracy: 0.6797998547554016
Epoch 81, CIFAR-10 Batch 5: Loss: 0.17824842035770416
Validation Accuracy: 0.6709998846054077
Epoch 82, CIFAR-10 Batch 1: Loss: 0.25048553943634033
Validation Accuracy: 0.6739999055862427
Epoch 82, CIFAR-10 Batch 2: Loss: 0.25016656517982483
Validation Accuracy: 0.6715998649597168
Epoch 82, CIFAR-10 Batch 3: Loss: 0.1294407844543457
Validation Accuracy: 0.6759999394416809
Epoch 82, CIFAR-10 Batch 4: Loss: 0.21693947911262512
Validation Accuracy: 0.6771999001502991
Epoch 82, CIFAR-10 Batch 5: Loss: 0.19002552330493927
Validation Accuracy: 0.6743999123573303
Epoch 83, CIFAR-10 Batch 1: Loss: 0.25255438685417175
Validation Accuracy: 0.668799877166748
Epoch 83, CIFAR-10 Batch 2: Loss: 0.25611957907676697
Validation Accuracy: 0.6623998880386353
Epoch 83, CIFAR-10 Batch 3: Loss: 0.13255758583545685
Validation Accuracy: 0.6723998188972473
Epoch 83, CIFAR-10 Batch 4: Loss: 0.22326655685901642
Validation Accuracy: 0.6749998927116394
Epoch 83, CIFAR-10 Batch 5: Loss: 0.1937580704689026
Validation Accuracy: 0.6675999164581299
Epoch 84, CIFAR-10 Batch 1: Loss: 0.25574201345443726
Validation Accuracy: 0.6669999361038208
Epoch 84, CIFAR-10 Batch 2: Loss: 0.23119671642780304
Validation Accuracy: 0.671799898147583
Epoch 84, CIFAR-10 Batch 3: Loss: 0.14914080500602722
Validation Accuracy: 0.6797998547554016
Epoch 84, CIFAR-10 Batch 4: Loss: 0.21834909915924072
Validation Accuracy: 0.6751998662948608
Epoch 84, CIFAR-10 Batch 5: Loss: 0.1855824589729309
Validation Accuracy: 0.6705999374389648
Epoch 85, CIFAR-10 Batch 1: Loss: 0.2495529055595398
Validation Accuracy: 0.6705998778343201
Epoch 85, CIFAR-10 Batch 2: Loss: 0.22854547202587128
Validation Accuracy: 0.665199875831604
Epoch 85, CIFAR-10 Batch 3: Loss: 0.12460757791996002
Validation Accuracy: 0.6741998791694641
Epoch 85, CIFAR-10 Batch 4: Loss: 0.20964163541793823
Validation Accuracy: 0.6779999136924744
Epoch 85, CIFAR-10 Batch 5: Loss: 0.17292341589927673
Validation Accuracy: 0.6707998514175415
Epoch 86, CIFAR-10 Batch 1: Loss: 0.25346821546554565
Validation Accuracy: 0.6735998392105103
Epoch 86, CIFAR-10 Batch 2: Loss: 0.21385802328586578
Validation Accuracy: 0.6709998846054077
Epoch 86, CIFAR-10 Batch 3: Loss: 0.1314273327589035
Validation Accuracy: 0.6797997951507568
Epoch 86, CIFAR-10 Batch 4: Loss: 0.18834124505519867
Validation Accuracy: 0.6821998953819275
Epoch 86, CIFAR-10 Batch 5: Loss: 0.17082226276397705
Validation Accuracy: 0.6687999367713928
Epoch 87, CIFAR-10 Batch 1: Loss: 0.2428545206785202
Validation Accuracy: 0.6797997951507568
Epoch 87, CIFAR-10 Batch 2: Loss: 0.23697468638420105
Validation Accuracy: 0.6779999136924744
Epoch 87, CIFAR-10 Batch 3: Loss: 0.12194352596998215
Validation Accuracy: 0.6745998859405518
Epoch 87, CIFAR-10 Batch 4: Loss: 0.1766243577003479
Validation Accuracy: 0.6783998012542725
Epoch 87, CIFAR-10 Batch 5: Loss: 0.16270311176776886
Validation Accuracy: 0.6739999055862427
Epoch 88, CIFAR-10 Batch 1: Loss: 0.2433518022298813
Validation Accuracy: 0.6767998933792114
Epoch 88, CIFAR-10 Batch 2: Loss: 0.23571299016475677
Validation Accuracy: 0.6643998622894287
Epoch 88, CIFAR-10 Batch 3: Loss: 0.12210287153720856
Validation Accuracy: 0.6767998337745667
Epoch 88, CIFAR-10 Batch 4: Loss: 0.20213589072227478
Validation Accuracy: 0.6765998601913452
Epoch 88, CIFAR-10 Batch 5: Loss: 0.159438818693161
Validation Accuracy: 0.6705998182296753
Epoch 89, CIFAR-10 Batch 1: Loss: 0.2338835597038269
Validation Accuracy: 0.6719998717308044
Epoch 89, CIFAR-10 Batch 2: Loss: 0.20881518721580505
Validation Accuracy: 0.6697999238967896
Epoch 89, CIFAR-10 Batch 3: Loss: 0.1287546157836914
Validation Accuracy: 0.673399806022644
Epoch 89, CIFAR-10 Batch 4: Loss: 0.18869724869728088
Validation Accuracy: 0.6787998676300049
Epoch 89, CIFAR-10 Batch 5: Loss: 0.16560310125350952
Validation Accuracy: 0.6691999435424805
Epoch 90, CIFAR-10 Batch 1: Loss: 0.24074576795101166
Validation Accuracy: 0.6673998832702637
Epoch 90, CIFAR-10 Batch 2: Loss: 0.20704540610313416
Validation Accuracy: 0.6727999448776245
Epoch 90, CIFAR-10 Batch 3: Loss: 0.12490062415599823
Validation Accuracy: 0.6845998167991638
Epoch 90, CIFAR-10 Batch 4: Loss: 0.18117626011371613
Validation Accuracy: 0.672999918460846
Epoch 90, CIFAR-10 Batch 5: Loss: 0.1505563110113144
Validation Accuracy: 0.6781998872756958
Epoch 91, CIFAR-10 Batch 1: Loss: 0.25553444027900696
Validation Accuracy: 0.6691998839378357
Epoch 91, CIFAR-10 Batch 2: Loss: 0.19858744740486145
Validation Accuracy: 0.6673998832702637
Epoch 91, CIFAR-10 Batch 3: Loss: 0.1127004474401474
Validation Accuracy: 0.6749999523162842
Epoch 91, CIFAR-10 Batch 4: Loss: 0.17541463673114777
Validation Accuracy: 0.6849998235702515
Epoch 91, CIFAR-10 Batch 5: Loss: 0.15558406710624695
Validation Accuracy: 0.6723998785018921
Epoch 92, CIFAR-10 Batch 1: Loss: 0.22733935713768005
Validation Accuracy: 0.6749998927116394
Epoch 92, CIFAR-10 Batch 2: Loss: 0.21483199298381805
Validation Accuracy: 0.6597998738288879
Epoch 92, CIFAR-10 Batch 3: Loss: 0.12437789887189865
Validation Accuracy: 0.6729997992515564
Epoch 92, CIFAR-10 Batch 4: Loss: 0.20251315832138062
Validation Accuracy: 0.6751998662948608
Epoch 92, CIFAR-10 Batch 5: Loss: 0.1676541417837143
Validation Accuracy: 0.6717998385429382
Epoch 93, CIFAR-10 Batch 1: Loss: 0.21977156400680542
Validation Accuracy: 0.6727998852729797
Epoch 93, CIFAR-10 Batch 2: Loss: 0.20385566353797913
Validation Accuracy: 0.6665998697280884
Epoch 93, CIFAR-10 Batch 3: Loss: 0.13768760859966278
Validation Accuracy: 0.6741998791694641
Epoch 93, CIFAR-10 Batch 4: Loss: 0.17293351888656616
Validation Accuracy: 0.6821998357772827
Epoch 93, CIFAR-10 Batch 5: Loss: 0.15944495797157288
Validation Accuracy: 0.671799898147583
Epoch 94, CIFAR-10 Batch 1: Loss: 0.23111872375011444
Validation Accuracy: 0.6745998859405518
Epoch 94, CIFAR-10 Batch 2: Loss: 0.19350118935108185
Validation Accuracy: 0.6697998642921448
Epoch 94, CIFAR-10 Batch 3: Loss: 0.13295923173427582
Validation Accuracy: 0.6669999361038208
Epoch 94, CIFAR-10 Batch 4: Loss: 0.1845422238111496
Validation Accuracy: 0.678399920463562
Epoch 94, CIFAR-10 Batch 5: Loss: 0.14043214917182922
Validation Accuracy: 0.6739998459815979
Epoch 95, CIFAR-10 Batch 1: Loss: 0.19993340969085693
Validation Accuracy: 0.6749998927116394
Epoch 95, CIFAR-10 Batch 2: Loss: 0.18956080079078674
Validation Accuracy: 0.675399899482727
Epoch 95, CIFAR-10 Batch 3: Loss: 0.12863197922706604
Validation Accuracy: 0.6795998811721802
Epoch 95, CIFAR-10 Batch 4: Loss: 0.17314055562019348
Validation Accuracy: 0.6763999462127686
Epoch 95, CIFAR-10 Batch 5: Loss: 0.1426345556974411
Validation Accuracy: 0.6773998737335205
Epoch 96, CIFAR-10 Batch 1: Loss: 0.21913793683052063
Validation Accuracy: 0.6709998846054077
Epoch 96, CIFAR-10 Batch 2: Loss: 0.19099614024162292
Validation Accuracy: 0.6757998466491699
Epoch 96, CIFAR-10 Batch 3: Loss: 0.12060028314590454
Validation Accuracy: 0.6767998933792114
Epoch 96, CIFAR-10 Batch 4: Loss: 0.17891231179237366
Validation Accuracy: 0.6817998886108398
Epoch 96, CIFAR-10 Batch 5: Loss: 0.14112752676010132
Validation Accuracy: 0.6697998642921448
Epoch 97, CIFAR-10 Batch 1: Loss: 0.21975237131118774
Validation Accuracy: 0.668799877166748
Epoch 97, CIFAR-10 Batch 2: Loss: 0.18662655353546143
Validation Accuracy: 0.6671998500823975
Epoch 97, CIFAR-10 Batch 3: Loss: 0.1169939860701561
Validation Accuracy: 0.6739999651908875
Epoch 97, CIFAR-10 Batch 4: Loss: 0.15079736709594727
Validation Accuracy: 0.6883999109268188
Epoch 97, CIFAR-10 Batch 5: Loss: 0.1583212912082672
Validation Accuracy: 0.6767998933792114
Epoch 98, CIFAR-10 Batch 1: Loss: 0.21347761154174805
Validation Accuracy: 0.6739999055862427
Epoch 98, CIFAR-10 Batch 2: Loss: 0.2073219120502472
Validation Accuracy: 0.6663998365402222
Epoch 98, CIFAR-10 Batch 3: Loss: 0.12760764360427856
Validation Accuracy: 0.6737998723983765
Epoch 98, CIFAR-10 Batch 4: Loss: 0.17566341161727905
Validation Accuracy: 0.6795998811721802
Epoch 98, CIFAR-10 Batch 5: Loss: 0.14664757251739502
Validation Accuracy: 0.6745998859405518
Epoch 99, CIFAR-10 Batch 1: Loss: 0.2003284990787506
Validation Accuracy: 0.6657999157905579
Epoch 99, CIFAR-10 Batch 2: Loss: 0.18858759105205536
Validation Accuracy: 0.674799919128418
Epoch 99, CIFAR-10 Batch 3: Loss: 0.13152146339416504
Validation Accuracy: 0.6755998730659485
Epoch 99, CIFAR-10 Batch 4: Loss: 0.1574142575263977
Validation Accuracy: 0.6801998615264893
Epoch 99, CIFAR-10 Batch 5: Loss: 0.15182048082351685
Validation Accuracy: 0.6683998107910156
Epoch 100, CIFAR-10 Batch 1: Loss: 0.22650930285453796
Validation Accuracy: 0.668799877166748
Epoch 100, CIFAR-10 Batch 2: Loss: 0.19564953446388245
Validation Accuracy: 0.6701999306678772
Epoch 100, CIFAR-10 Batch 3: Loss: 0.12198585271835327
Validation Accuracy: 0.6747998595237732
Epoch 100, CIFAR-10 Batch 4: Loss: 0.14250633120536804
Validation Accuracy: 0.6819998025894165
Epoch 100, CIFAR-10 Batch 5: Loss: 0.1378372311592102
Validation Accuracy: 0.6749998331069946