epoch: 0, mean loss: 0.030251262709498405
Valid: mean loss: 0.03299376277040832
epoch: 1, mean loss: 0.031109489565113904
Valid: mean loss: 0.03104115791052956
epoch: 2, mean loss: 0.030782246403448645
Valid: mean loss: 0.030603567760767805
epoch: 3, mean loss: 0.03054872951360481
Valid: mean loss: 0.030097524977371646
epoch: 4, mean loss: 0.0303457947966464
Valid: mean loss: 0.029946433611308478
epoch: 5, mean loss: 0.03018937178884545
Valid: mean loss: 0.029851192683924613
epoch: 6, mean loss: 0.030053795390419278
Valid: mean loss: 0.02941291690155673
epoch: 7, mean loss: 0.029944330633993294
Valid: mean loss: 0.0296972671122868
epoch: 8, mean loss: 0.029847250792439828
Valid: mean loss: 0.02940156768677357
epoch: 9, mean loss: 0.02975744417536071
Valid: mean loss: 0.029238218432174473
epoch: 10, mean loss: 0.02967519269437494
Valid: mean loss: 0.029056970105518276
epoch: 11, mean loss: 0.029596090812640904
Valid: mean loss: 0.028971003896639296
epoch: 12, mean loss: 0.029529122314910016
Valid: mean loss: 0.02881762139687811
epoch: 13, mean loss: 0.029467219179024222
Valid: mean loss: 0.028903763849712657
epoch: 14, mean loss: 0.029408922946110083
Valid: mean loss: 0.028741273076473912
epoch: 15, mean loss: 0.029357670991492626
Valid: mean loss: 0.02851281636217728
epoch: 16, mean loss: 0.02930923707324782
Valid: mean loss: 0.02874269598175454
epoch: 17, mean loss: 0.029265832264614416
Valid: mean loss: 0.02862897957616217
epoch: 18, mean loss: 0.0292237798391575
Valid: mean loss: 0.028489798859139034
epoch: 19, mean loss: 0.029183869618416233
Valid: mean loss: 0.02864952827273291
epoch: 20, mean loss: 0.029147388758744227
Valid: mean loss: 0.02854546006721788
epoch: 21, mean loss: 0.029114158826736698
Valid: mean loss: 0.028363373097551
epoch: 22, mean loss: 0.029081887027483103
Valid: mean loss: 0.02844657088288024
epoch: 23, mean loss: 0.02905112301846954
Valid: mean loss: 0.028384415593139742
epoch: 24, mean loss: 0.02902402365583682
Valid: mean loss: 0.028250394686113414
epoch: 25, mean loss: 0.028998847288382
Valid: mean loss: 0.02831098932442786
epoch: 26, mean loss: 0.028974341924142114
Valid: mean loss: 0.02834217367764514
epoch: 27, mean loss: 0.028950086340466235
Valid: mean loss: 0.028470223307420956
epoch: 28, mean loss: 0.028928563752918114
Valid: mean loss: 0.028345923215339467
epoch: 29, mean loss: 0.028908980038351625
Valid: mean loss: 0.028453218531382236
epoch: 30, mean loss: 0.028888518632997708
Valid: mean loss: 0.028305981638310836
epoch: 31, mean loss: 0.028870474468326805
Valid: mean loss: 0.028188503519455083
epoch: 32, mean loss: 0.028852998354375065
Valid: mean loss: 0.028270849566670905
epoch: 33, mean loss: 0.028836425458522427
Valid: mean loss: 0.02824609936981262
epoch: 34, mean loss: 0.028820267050601294
Valid: mean loss: 0.028293241914125924
epoch: 35, mean loss: 0.02880471441479914
Valid: mean loss: 0.028229273058757016
epoch: 36, mean loss: 0.028790526863151245
Valid: mean loss: 0.02833318430223043
epoch: 37, mean loss: 0.02877600013714189
Valid: mean loss: 0.028366677382890206
epoch: 38, mean loss: 0.028763409773674437
Valid: mean loss: 0.028272474943837035
epoch: 39, mean loss: 0.028751608762645122
Valid: mean loss: 0.028270934225071834
epoch: 40, mean loss: 0.028739219281086144
Valid: mean loss: 0.028301825261191474
epoch: 41, mean loss: 0.02872717311759483
Valid: mean loss: 0.028305223447423953
epoch: 42, mean loss: 0.028716593560232935
Valid: mean loss: 0.028312035291632533
epoch: 43, mean loss: 0.028706161863792823
Valid: mean loss: 0.02816647675029838
epoch: 44, mean loss: 0.028696411136508806
Valid: mean loss: 0.028166034440451033
epoch: 45, mean loss: 0.028686463656970813
Valid: mean loss: 0.028274022226658056
epoch: 46, mean loss: 0.028676819542271276
Valid: mean loss: 0.02834019907101801
epoch: 47, mean loss: 0.02866723125916339
Valid: mean loss: 0.02824028292788735
epoch: 48, mean loss: 0.02865789027488952
Valid: mean loss: 0.028170427335779877
epoch: 49, mean loss: 0.028649984916989304
Valid: mean loss: 0.028283773098565328
epoch: 50, mean loss: 0.028642258776069667
Valid: mean loss: 0.028039907135918172
epoch: 51, mean loss: 0.02863416370150354
Valid: mean loss: 0.028268117009650325
epoch: 52, mean loss: 0.028626888502735752
Valid: mean loss: 0.028315728115318697
epoch: 53, mean loss: 0.028619117242632445
Valid: mean loss: 0.02822059283528146
epoch: 54, mean loss: 0.02861229065993313
Valid: mean loss: 0.02810879529371293
epoch: 55, mean loss: 0.028605477290505932
Valid: mean loss: 0.028252812526837187
epoch: 56, mean loss: 0.02859870281168808
Valid: mean loss: 0.028256576687474787
epoch: 57, mean loss: 0.02859160369879672
Valid: mean loss: 0.028224906358349157
epoch: 58, mean loss: 0.0285860363990554
Valid: mean loss: 0.028236967410090616
epoch: 59, mean loss: 0.02857993985025721
Valid: mean loss: 0.028219255814446693
epoch: 60, mean loss: 0.028574438622677768
Valid: mean loss: 0.028185344119615197
epoch: 61, mean loss: 0.028569089477794553
Valid: mean loss: 0.02818192229900932
epoch: 62, mean loss: 0.02856353658501675
Valid: mean loss: 0.02817395083794865
epoch: 63, mean loss: 0.028558725925675772
Valid: mean loss: 0.02828008496685873
epoch: 64, mean loss: 0.02855427205756522
Valid: mean loss: 0.02828848934437654
epoch: 65, mean loss: 0.028549552216548372
Valid: mean loss: 0.02815470683706712
epoch: 66, mean loss: 0.028545754429375885
Valid: mean loss: 0.028119634021120728
epoch: 67, mean loss: 0.028541082915350503
Valid: mean loss: 0.028329924847694903
epoch: 68, mean loss: 0.028536891880848795
Valid: mean loss: 0.02815046509421323
epoch: 69, mean loss: 0.028532522509117298
Valid: mean loss: 0.028173037764580935
epoch: 70, mean loss: 0.028528265543375002
Valid: mean loss: 0.02816386917912507
epoch: 71, mean loss: 0.02852418508701188
Valid: mean loss: 0.028296525559470632
epoch: 72, mean loss: 0.02852010166491217
Valid: mean loss: 0.02826166931492619
epoch: 73, mean loss: 0.028516382958281752
Valid: mean loss: 0.028188832967153084
epoch: 74, mean loss: 0.028512714003239074
Valid: mean loss: 0.028297442985297735
epoch: 75, mean loss: 0.028509589460591855
Valid: mean loss: 0.02813916895774348
epoch: 76, mean loss: 0.02850620866985913
Valid: mean loss: 0.028234584162695493
epoch: 77, mean loss: 0.028502915500758636
Valid: mean loss: 0.02828496393240708
epoch: 78, mean loss: 0.02849903624491816
Valid: mean loss: 0.02822879658469672
epoch: 79, mean loss: 0.028495848036578987
Valid: mean loss: 0.02811750757826281
epoch: 80, mean loss: 0.028492565345373963
Valid: mean loss: 0.028163792966287345
epoch: 81, mean loss: 0.028489319551659523
Valid: mean loss: 0.028240418259667444
epoch: 82, mean loss: 0.02848633793063445
Valid: mean loss: 0.028156598614929567
epoch: 83, mean loss: 0.028483544599511714
Valid: mean loss: 0.028197174981425092
epoch: 84, mean loss: 0.02848042327158366
Valid: mean loss: 0.02826838115631027
epoch: 85, mean loss: 0.028477373043610747
Valid: mean loss: 0.02831524907127967
epoch: 86, mean loss: 0.02847479710914027
Valid: mean loss: 0.028140119944192195
epoch: 87, mean loss: 0.028472223860232456
Valid: mean loss: 0.028327074382878535
epoch: 88, mean loss: 0.02846984195578474
Valid: mean loss: 0.02825349889978579
epoch: 89, mean loss: 0.028467129781802318
Valid: mean loss: 0.02814493772066849
epoch: 90, mean loss: 0.02846475614120065
Valid: mean loss: 0.028282789348424243
epoch: 91, mean loss: 0.02846221194384892
Valid: mean loss: 0.028291832259561438
epoch: 92, mean loss: 0.02846010823154866
Valid: mean loss: 0.0283088238650485
epoch: 93, mean loss: 0.02845775307718593
Valid: mean loss: 0.028185998973778523
epoch: 94, mean loss: 0.02845585463819816
Valid: mean loss: 0.028260705124916928
epoch: 95, mean loss: 0.028453941827587592
Valid: mean loss: 0.02809739384470107
epoch: 96, mean loss: 0.028451728672576
Valid: mean loss: 0.028366194877632065
epoch: 97, mean loss: 0.028448977388616743
Valid: mean loss: 0.028152634637265268
epoch: 98, mean loss: 0.028446876540574192
Valid: mean loss: 0.028210514416045794
epoch: 99, mean loss: 0.02844455568411591
Valid: mean loss: 0.028222351964515963