train.log

epoch,train_loss,train_acc,lr,val_loss,val_acc
1,4.831538677215576,0.2949525713920593,0.05,3.324049949645996,0.4054264724254608
2,1.7885594367980957,0.6740760207176208,0.05,2.5202794075012207,0.5397918820381165
3,1.5020267963409424,0.7304190993309021,0.05,2.4665963649749756,0.5605702996253967
4,1.4886183738708496,0.7337057590484619,0.05,2.176955461502075,0.6156345009803772
5,1.5453656911849976,0.7233652472496033,0.05,2.0865378379821777,0.6330476999282837
6,1.6363445520401,0.706717312335968,0.05,1.8307287693023682,0.6822760105133057
7,1.7530429363250732,0.6845660209655762,0.05,1.9427416324615479,0.672086775302887
8,1.8867443799972534,0.6606240272521973,0.05,1.7581342458724976,0.6943005323410034
9,2.038376808166504,0.6325106620788574,0.05,1.6445910930633545,0.7192911505699158
10,2.2235965728759766,0.5997515916824341,0.05,1.668384075164795,0.7167733907699585
11,2.4104247093200684,0.5693153142929077,0.05,1.7388219833374023,0.6979952454566956
12,2.62192440032959,0.5344089865684509,0.05,1.590958595275879,0.7271037101745605
13,2.830293893814087,0.5015796422958374,0.05,1.5722118616104126,0.7273390889167786
14,3.0677943229675293,0.4668572247028351,0.05,1.4923597574234009,0.7453406453132629
15,3.3032259941101074,0.43319013714790344,0.05,1.6153490543365479,0.7227032780647278
16,3.567964553833008,0.39844244718551636,0.05,1.5561275482177734,0.7292451858520508
17,3.8298768997192383,0.3645962178707123,0.05,1.4156708717346191,0.7608715891838074
18,4.101251125335693,0.3335207402706146,0.05,1.5563970804214478,0.7342573404312134
19,4.414449214935303,0.2981777787208557,0.05,1.393101453781128,0.7610835433006287
20,4.711869716644287,0.26825350522994995,0.05,1.3954812288284302,0.7597658038139343
21,5.046350479125977,0.2379523366689682,0.05,1.4474290609359741,0.7544475197792053
22,4.99770975112915,0.2434740662574768,0.05,1.3176016807556152,0.769649088382721
23,4.953365325927734,0.24839191138744354,0.05,1.5722708702087402,0.730421781539917
24,4.9378886222839355,0.25038155913352966,0.05,1.489615797996521,0.7417168617248535
25,4.901826858520508,0.25338420271873474,0.05,1.4267014265060425,0.7554357051849365
26,4.821268081665039,0.26222503185272217,0.043826488625414495,1.3263622522354126,0.7753200531005859
27,4.681831359863281,0.2765805721282959,0.03816309281110629,1.2655586004257202,0.7820736169815063
28,4.558086395263672,0.28974246978759766,0.033231538701563916,1.1349343061447144,0.8061699271202087
29,4.446705341339111,0.3025340139865875,0.02893725542475306,1.1010875701904297,0.8165005445480347
30,4.349989414215088,0.31403130292892456,0.025197892852249822,1.0429977178573608,0.8255365490913391
31,4.252237319946289,0.32567647099494934,0.021941742396562505,1.0128703117370605,0.8304075598716736
32,4.169577598571777,0.33487826585769653,0.019106361877958486,0.9141005873680115,0.8509976863861084
33,4.070428848266602,0.34717458486557007,0.016637378090296792,1.0088523626327515,0.8316547870635986
34,4.005584239959717,0.3554088771343231,0.014487444103045748,0.9605793356895447,0.8383141160011292
35,3.9355697631835938,0.36390602588653564,0.012615331303992195,0.9302313923835754,0.8477269411087036
36,3.8655645847320557,0.37288570404052734,0.010985138771029147,0.8441817760467529,0.8636106252670288
37,3.8035202026367188,0.3816739320755005,0.009565604811391673,0.8162680864334106,0.8665757179260254
38,3.7418298721313477,0.38854366540908813,0.008329507465944125,0.8164356350898743,0.8674933910369873
39,3.6942782402038574,0.3958593010902405,0.007253142482176712,0.7882479429244995,0.870152473449707
40,3.647254705429077,0.4026658236980438,0.006315868745162784,0.77254319190979,0.8747411370277405
41,3.598754644393921,0.410393625497818,0.005499712449348278,0.7799084186553955,0.8734704852104187
42,3.55338454246521,0.41485852003097534,0.004789022420499469,0.7606723308563232,0.8802004456520081
43,3.516636848449707,0.41994646191596985,0.00417016997802574,0.7473565936088562,0.8799886703491211
44,3.4718680381774902,0.4265800416469574,0.003631287582030883,0.7510011196136475,0.8802005052566528
45,3.4465198516845703,0.4300559461116791,0.0031620412532091524,0.7157604098320007,0.8849068284034729
46,3.41135573387146,0.4342111647129059,0.0027534324013535195,0.7078049182891846,0.8888600468635559
47,3.383302927017212,0.439024955034256,0.002397625262203351,0.7082321047782898,0.8867660164833069
48,3.3596179485321045,0.44231608510017395,0.0020877966334418865,0.6603009700775146,0.8974964022636414
49,3.335097551345825,0.44599854946136475,0.0018180050282776768,0.68424391746521,0.891142725944519
50,3.3127121925354004,0.4490085244178772,0.0015830767374091165,0.6633255481719971,0.8959667682647705
51,3.302381992340088,0.45040014386177063,0.0013785066144179616,0.6618404388427734,0.8955665826797485
52,3.2817506790161133,0.452764093875885,0.0012003716819843453,0.660285234451294,0.8946017622947693
53,3.2702953815460205,0.45552584528923035,0.0010452559021766502,0.6358559727668762,0.8977317214012146
54,3.259110689163208,0.457537442445755,0.0009101846681596171,0.6480079293251038,0.8973550796508789
55,3.241170883178711,0.4600141942501068,0.0007925677610886383,0.6479377150535583,0.8979431986808777
56,3.2366254329681396,0.46083956956863403,0.000690149678292425,0.6325076818466187,0.9003907442092896
57,3.224062204360962,0.46273162961006165,0.000600966380203129,0.6679848432540894,0.8942252993583679
58,3.207883358001709,0.46397873759269714,0.0005233076265833215,0.6351966857910156,0.9016614556312561
59,3.205732822418213,0.4645356833934784,0.00045568417978341215,0.6340398788452148,0.9011436700820923
60,3.2012877464294434,0.46493542194366455,0.00039679924609663453,0.6334475874900818,0.9017319083213806
61,3.194880247116089,0.46584776043891907,0.00034552360755138315,0.6428933143615723,0.8985550999641418
62,3.1945083141326904,0.4667612612247467,0.0003008739672510551,0.6307220458984375,0.8999906182289124
63,3.1938371658325195,0.4674670100212097,0.0002619940929967481,0.6613357663154602,0.8965549468994141
64,3.180534601211548,0.4693319499492645,0.00022813839758995628,0.6404596567153931,0.8968846201896667
65,3.173895835876465,0.4689936637878418,0.00019865764093986266,0.6339607834815979,0.899825930595398
66,3.172269105911255,0.46927976608276367,0.000172986479789007,0.638012170791626,0.9017319083213806
67,3.1737780570983887,0.4699510633945465,0.0001506326263023084,0.6294083595275879,0.9010729789733887
68,3.1733322143554688,0.46895837783813477,0.00013116740761709425,0.6304994821548462,0.9010024666786194
69,3.167774200439453,0.47052833437919617,0.00011421754531757306,0.6343788504600525,0.9002963900566101
70,3.161440849304199,0.4707949459552765,9.945799719130592e-05,0.627429723739624,0.902579128742218