,epoch,train_acc,valid_acc,train_loss,valid_loss
0,1,0.6058333333333333,0.7088068181818182,1.077100011587143,0.7878920158600424
1,2,0.7224166666666667,0.7269385026737968,0.7470338317950567,0.7390924543939172
2,3,0.7520208333333334,0.7539271390374331,0.6676628764470418,0.6713398865518723
3,4,0.7725208333333333,0.7676303475935828,0.612583932240804,0.6310215724662026
4,5,0.7787916666666667,0.7807486631016043,0.5905240491827329,0.594515474244235
5,6,0.7867083333333333,0.7794117647058824,0.568865264693896,0.5900490468836086
6,7,0.7952708333333334,0.7901069518716578,0.5486233344872793,0.553959414283222
7,8,0.7990416666666667,0.7973763368983957,0.5307548115452131,0.5483398674962355
8,9,0.8028958333333334,0.7942847593582888,0.5225638653437297,0.553332871613018
9,10,0.808875,0.7990474598930482,0.5071384527683258,0.5478345090373952
10,11,0.8109166666666666,0.8043114973262032,0.49932783031463623,0.5302995911893997
11,12,0.8152083333333333,0.7998830213903744,0.4876467382510503,0.5369620672203003
12,13,0.8218333333333333,0.8055648395721925,0.47221228990952174,0.5228660841357899
13,14,0.818875,0.8045621657754011,0.47462575109799704,0.5175498661829189
14,15,0.8245625,0.8102439839572193,0.46200620504220324,0.5206660962997274
15,16,0.8271875,0.817346256684492,0.4543743284543355,0.4972638836837707
16,17,0.8277916666666667,0.8086564171122995,0.45034414579470955,0.5051890009227283
17,18,0.827625,0.8130848930481284,0.445495897213618,0.5063204698384127
18,19,0.8327291666666666,0.8187667112299465,0.4373013471563657,0.49322714222306235
19,20,0.835875,0.8227774064171123,0.428063592116038,0.48620352627121827
20,21,0.8376875,0.825701871657754,0.42721951069434483,0.4824375149241106
21,22,0.8393333333333334,0.8237800802139037,0.424452906926473,0.47128429227971774
22,23,0.8394791666666667,0.8235294117647058,0.4193731239239375,0.4921083778621041
23,24,0.8411041666666667,0.8219418449197861,0.4158371254205704,0.4766464689995516
24,25,0.8403958333333333,0.8226102941176471,0.4133129887978236,0.4774917462133469
25,26,0.8443541666666666,0.8231116310160428,0.40567960069576897,0.48197355627376126
26,27,0.8448958333333333,0.8270387700534759,0.4060484048128128,0.48230106714256304
27,28,0.8460625,0.8224431818181818,0.403180761963129,0.48200917403328225
28,29,0.8495416666666666,0.8254512032085561,0.39154566899935406,0.4732334581925907
29,30,0.849375,0.8205213903743316,0.3910754985809326,0.5025412492095468
30,31,0.850125,0.8200200534759359,0.3879919012586276,0.48824962750475676
31,32,0.8501666666666666,0.8283756684491979,0.3852265829642614,0.4738096959769407
32,33,0.8533125,0.8280414438502673,0.3842975225051244,0.480888257131857
33,34,0.8546666666666667,0.8279578877005348,0.3802658775647481,0.4736704102015113
34,35,0.8553541666666666,0.8287934491978609,0.37693077965577443,0.47027840429448825
35,36,0.8574583333333333,0.8280414438502673,0.37416908142964045,0.47105003949155144
36,37,0.8575416666666666,0.8333890374331551,0.370725477874279,0.4729995278113666
37,38,0.8593333333333333,0.8318850267379679,0.3660616307258606,0.46004778090964027
38,39,0.86125,0.8230280748663101,0.36278441416223844,0.4792340671155542
39,40,0.8597291666666667,0.8328877005347594,0.36306345409154894,0.4713420571490405
40,41,0.8594583333333333,0.8338903743315508,0.35881871738036475,0.457705247131261
41,42,0.86125,0.8338903743315508,0.35548474109172823,0.4744296157583196
42,43,0.8638958333333333,0.8328877005347594,0.35729147561391195,0.46916984149160235
43,44,0.864375,0.8360628342245989,0.3560072028040886,0.45340159527439483
44,45,0.8649791666666666,0.829879679144385,0.35113127034902575,0.4705522551256068
45,46,0.8642708333333333,0.832302807486631,0.3466692521572113,0.4682676112428706
46,47,0.8671458333333333,0.8295454545454546,0.34586968237161636,0.4741511169601889
47,48,0.867125,0.8333890374331551,0.3455539164741834,0.47975461392160407
48,49,0.8672916666666667,0.8318014705882353,0.34170353756348293,0.4724194825811182
49,50,0.8685416666666667,0.830548128342246,0.33824845480918886,0.47551511706196686
50,51,0.8786875,0.8408255347593583,0.31427997442086536,0.45161250855195967
51,52,0.8811666666666667,0.8393215240641712,0.3106038907766342,0.45226032346646416
52,53,0.881875,0.8417446524064172,0.3050905155738195,0.44453552421082787
53,54,0.8818958333333333,0.8420788770053476,0.30438282175858816,0.45232303249325984
54,55,0.8853958333333334,0.8393215240641712,0.29754234209656716,0.45854009632120796
55,56,0.8851041666666667,0.8404913101604278,0.29953089368343355,0.4524733354063595
56,57,0.8845625,0.8411597593582888,0.29662314279874163,0.45404982789952486
57,58,0.8874166666666666,0.8431651069518716,0.29427229724327725,0.45166250935850294
58,59,0.8859375,0.8394050802139037,0.29326443988084794,0.46354111527057895
59,60,0.888375,0.8429979946524064,0.2878838664491971,0.4655548495086119
60,61,0.8886666666666667,0.8424966577540107,0.2877097588280837,0.45055208335267033
61,62,0.889125,0.8429144385026738,0.2842213006118933,0.4635044741917421
62,63,0.8885625,0.8435828877005348,0.2865720265607039,0.4594836203172245
63,64,0.8917708333333333,0.8379010695187166,0.285613534172376,0.4660476203111404
64,65,0.8910625,0.8383188502673797,0.28201638598243395,0.4701039531332924
65,66,0.8908958333333333,0.8407419786096256,0.2792068747878075,0.47005820457629344
66,67,0.8923333333333333,0.8440006684491979,0.2773614428540071,0.4646621039685081
67,68,0.8912291666666666,0.8459224598930482,0.28061300626397134,0.45556305787142587
68,69,0.8947083333333333,0.8403241978609626,0.27382597197095554,0.4730077214578894
69,70,0.8913958333333334,0.8402406417112299,0.2796522062718868,0.4642943452226924
70,71,0.8939375,0.8412433155080213,0.27323526923855146,0.4593185937022143
71,72,0.8947708333333333,0.841326871657754,0.2720908187329769,0.4730970057892927
72,73,0.8960208333333334,0.8417446524064172,0.26792943899333477,0.47570018247168333
73,74,0.8949791666666667,0.8415775401069518,0.27027500013510386,0.4757912041828594
74,75,0.9015208333333333,0.8446691176470589,0.257486442198356,0.4704125145858622
75,76,0.9023333333333333,0.8451704545454546,0.25169081447521846,0.46167185049962234
76,77,0.9014583333333334,0.8432486631016043,0.2498825814574957,0.462763199672342