,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.038385153853708935,0.038057412167913036,-4.149669328425706,-4.174936645270456
1,1,0.038336648845795504,0.038059709103483906,-4.165136864693337,-4.1746745369754095
2,2,0.038411022615186946,0.0380880228782955,-4.158669910640324,-4.171444889444435
3,3,0.038351458103693635,0.038066870091777096,-4.1638863956160685,-4.173857482605501
4,4,0.038224832874905204,0.03806682597649725,-4.171429920829108,-4.17386251559972
5,5,0.038365198395301385,0.03806626777115621,-4.164095006011992,-4.173926200257062
6,6,0.038260086525961294,0.03806828785883753,-4.1658438094910295,-4.173695736461508
7,7,0.03836478657790066,0.038043247045655,-4.16580695982322,-4.176553407744467
8,8,0.03822096563952485,0.038054074503873526,-4.167692725684924,-4.17531754154226
9,9,0.0383601171761444,0.03803827221456327,-4.168980394126268,-4.177121362148013
10,10,0.038301996464274596,0.038079525295056794,-4.167365739260606,-4.17241392510697
11,11,0.03837758993979582,0.038064730010534585,-4.164833390404623,-4.174101645469133
12,12,0.03832895811839202,0.038073517186077016,-4.166047695968082,-4.173099200047272
13,13,0.0382648235206137,0.038040700319566224,-4.167983836779251,-4.176844146888791
14,14,0.03841936538360782,0.038053736874931736,-4.163552765805905,-4.175356073825266
15,15,0.03828984614192825,0.03803173609470066,-4.165887180860654,-4.177867674882681
16,16,0.0381937080360565,0.03806901919214349,-4.170001214494477,-4.17361230455893
17,17,0.0383567031204086,0.03806748535288008,-4.165298139092827,-4.173787289720726
18,18,0.038311370331602,0.038059856350484644,-4.161735479267827,-4.174657734840631
19,19,0.038251479838005045,0.03806310166653834,-4.1704346988077345,-4.174287433188747
20,20,0.0382839495834616,0.038065005289880854,-4.165175244382527,-4.17407023795127
21,21,0.0382806201724662,0.03807511180639267,-4.166746127694088,-4.172917309759007
22,22,0.03827223020423319,0.03805755549355557,-4.163620221849184,-4.174920289608073
23,23,0.03822450935072506,0.03807774225347921,-4.167116271154568,-4.172617284587481
24,24,0.03831493466631653,0.03806000693063987,-4.162196853181118,-4.174640552431815
25,25,0.038316516301681085,0.03807817262254263,-4.165820115247908,-4.172568199257804
26,26,0.03840729014314327,0.03805963695049286,-4.164833903578144,-4.1746827702689115
27,27,0.03831806475507844,0.03806508332490921,-4.166679558928493,-4.174061334721857
28,28,0.0382836874689638,0.038073604044161345,-4.164828324952436,-4.173089292387962
29,29,0.0382762744485103,0.03804748074004525,-4.171078816052854,-4.176070124125778
30,30,0.038222719905609936,0.038059552837359276,-4.166220524592025,-4.174692368340009
31,31,0.038343972459281846,0.03806269874698237,-4.164303804420301,-4.174333405970341
32,32,0.03838804656082822,0.03804323998721022,-4.1630608482549585,-4.17655421352319
33,33,0.038299930886816734,0.03806390103540922,-4.1663268962930085,-4.174196227315056
34,34,0.03824912821970035,0.038054933085253366,-4.169711171477081,-4.175219556515952
35,35,0.03836639832282804,0.03806783964759425,-4.1636738219414955,-4.173746870049743
36,36,0.038333136050664275,0.038059757532257786,-4.168288058366878,-4.1746690108333615
37,37,0.038339333320708616,0.03805418273336009,-4.164591337132481,-4.175305189802645
38,38,0.03828942906303504,0.03806971229220692,-4.16915497318842,-4.173533235857078
39,39,0.03832898093099447,0.03806269286494506,-4.162303769019184,-4.174334077109442
40,40,0.0382620477952908,0.03805407999377502,-4.1658533035991265,-4.175316915003897
41,41,0.0382679041052602,0.03806489784466593,-4.166077285015437,-4.1740824966990235
42,42,0.0382846859235739,0.03804351409014903,-4.167295686748646,-4.176522922559278
43,43,0.03838373102324525,0.03805952283896898,-4.163979179857872,-4.174695791433432
44,44,0.03833568714482268,0.0380589450268369,-4.163650548756782,-4.174761725661375
45,45,0.03831796048535514,0.0380738603049203,-4.166730405977772,-4.173060061569971
46,46,0.03839099142201168,0.03807482025340984,-4.164679724333516,-4.17295056516665
47,47,0.03837404354024179,0.03806456668596519,-4.166878473293131,-4.174120279808954
48,48,0.03829243518028062,0.038071482393302415,-4.164012296506872,-4.173331309648407
49,49,0.03831726573791701,0.03805438135015337,-4.165052806135961,-4.175282522661734
50,50,0.03835087200415503,0.03805558599139515,-4.163585334439198,-4.175145045518517
51,51,0.03834555259684926,0.038040748160136376,-4.163872052323593,-4.176838685137985
52,52,0.03833246004489279,0.03806471275655847,-4.167715253535404,-4.17410361403907
53,53,0.03833419119113499,0.03807440792259417,-4.1656090974306945,-4.172997597290876
54,54,0.03834880492890004,0.03803194275027827,-4.165633786743302,-4.1778440763982605
55,55,0.03826836581082688,0.03806158312057194,-4.16875162207921,-4.1744607005423395
56,56,0.038267138807736724,0.03807674485601877,-4.168996432600371,-4.172731043928474
57,57,0.038336654760173915,0.03806770847816216,-4.1674400672322935,-4.173761834455189
58,58,0.03827437067154756,0.03807824654014487,-4.167181855986862,-4.172559768712587
59,59,0.03832887220628483,0.03804207495168636,-4.165199176000034,-4.176687213826779
60,60,0.038292234974730874,0.03808045191200156,-4.167425637351135,-4.172308246339532
61,61,0.038360968462585174,0.03806016535351151,-4.165759426640734,-4.174622475179255
62,62,0.03826934467885912,0.038073417975714334,-4.167460157941866,-4.173110516724161
63,63,0.03830066695809364,0.03805710336095408,-4.169639109998975,-4.1749718851080395
64,64,0.0383139953170855,0.038054599965873515,-4.165625699762913,-4.175257573280129
65,65,0.038280400918009355,0.03805838329227347,-4.165206564610411,-4.1748258262352085
66,66,0.03832533963255046,0.03807686994734563,-4.1637633851466855,-4.172716776326566
67,67,0.03829312762341548,0.03805994909060629,-4.167056846688847,-4.174647152437576
68,68,0.038251457639883475,0.038074749472894166,-4.1698479319402635,-4.172958638642966
69,69,0.038359183395646285,0.0380736352189591,-4.164334868999465,-4.173085736371283
70,70,0.038441371057451386,0.03808932359281339,-4.1621845887863635,-4.171296579437883
71,71,0.03825715149647182,0.0380708494860875,-4.1669066103074845,-4.17340350814935
72,72,0.03836618621171135,0.038049465143366865,-4.168346319553679,-4.175843619526247
73,73,0.038359386750410514,0.03806370947706072,-4.161493127522715,-4.174218083441409
74,74,0.03831546753644943,0.03806574740692189,-4.165992201322027,-4.173985568530717
75,75,0.0382330179521718,0.03805519326737052,-4.169351140149942,-4.175189863842141
76,76,0.03836461087477576,0.03804080894118861,-4.165126535573127,-4.176831746038261
77,77,0.03828767936715146,0.03805349277038323,-4.165610912330353,-4.175383932744562
78,78,0.038313083926734236,0.03805108054688102,-4.165822420864896,-4.175659242180201
79,79,0.03827465963117855,0.038063438707276395,-4.165788277676063,-4.174248977498524
80,80,0.03838110788120437,0.03805110034973998,-4.163251044343347,-4.175656981989423
81,81,0.038265683909052425,0.03805346983043771,-4.163483506988619,-4.175386550820861
82,82,0.038266572064345646,0.03805179560655042,-4.165621227845077,-4.175577629898417
83,83,0.03828701242497287,0.038066459721640536,-4.172417592801792,-4.173904300861392
84,84,0.038335417963794825,0.03805811448316825,-4.164694011438853,-4.174856500875922
85,85,0.03828021822516451,0.03805198324354071,-4.168267571537591,-4.175556214481018
86,86,0.03828527398177029,0.03805561285269888,-4.164978107981437,-4.175141980078434
87,87,0.03831503359773725,0.03806433454155922,-4.162496174315265,-4.174146766211067
88,88,0.03832322009599086,0.03805607851398619,-4.1682798853728436,-4.175088838669043
89,89,0.03835146901072915,0.038043512325537834,-4.165995383293969,-4.176523124002531
90,90,0.038363803024451755,0.03805939794371003,-4.167017022146752,-4.174710043165124
91,91,0.03830701101225676,0.03804808639382061,-4.163466527866642,-4.176000992084978
92,92,0.03827539938934071,0.03807401559070537,-4.166038938591497,-4.1730423487293224
93,93,0.038405881023284086,0.03805943323593391,-4.1676241952486635,-4.174706015983453
94,94,0.03832320196880508,0.03806488666879503,-4.167457846992869,-4.174083771789736
95,95,0.03826196522442336,0.03804731310198182,-4.1668795065778665,-4.176089259281347
96,96,0.038262368938357556,0.038039393526943105,-4.167451730883039,-4.176993340402252
97,97,0.03836509439441347,0.038049874925299695,-4.164537918037792,-4.175796847495884
98,98,0.03832173228417475,0.03805280868944369,-4.16396166926499,-4.175462005800675
99,99,0.03832964541524956,0.03806488019855399,-4.169857004586603,-4.17408451000032
100,100,0.03828867939636879,0.038050569986042226,-4.162337303031126,-4.17571751522774
101,101,0.03825756995794699,0.03806141685498388,-4.169836950596658,-4.174479672003645
102,102,0.03833562108812873,0.03804514713977512,-4.168728530624092,-4.176336502025672
103,103,0.03833879549632367,0.038056356538283195,-4.164812018480321,-4.175057110760734
104,104,0.03844799708152555,0.038054599181601874,-4.1618135699481975,-4.175257662784382
105,105,0.03825632405956996,0.03806022260534136,-4.164828015680354,-4.174615942329266
106,106,0.03838579060951459,0.038062253280689844,-4.167911841947641,-4.1743842338651564
107,107,0.038293739569555854,0.03805724198096677,-4.167868777366325,-4.174956066301132
108,108,0.038324169353725984,0.03807631429088743,-4.165793882461303,-4.1727801534620195
109,109,0.03835862437167119,0.038060087122415244,-4.166966349658995,-4.174631401931944
110,110,0.03833705252132465,0.03806344654999281,-4.165033198245201,-4.174248082663945
111,111,0.0383623712840154,0.03805345669388771,-4.165750237799465,-4.175388050061847
112,112,0.03830208663934285,0.038070484603706156,-4.163937231599704,-4.173445132427846
113,113,0.03822390155233059,0.038040286224139366,-4.166127606501204,-4.176891422658215
114,114,0.03833703581512589,0.038044544034882596,-4.164461312865776,-4.176405348441735
115,115,0.03831445794437349,0.03806423239017788,-4.1674921876542435,-4.174158421173987
116,116,0.03828654760859676,0.0380577868536899,-4.16812161064692,-4.174893887984807
117,117,0.03837005225653501,0.038078261637373975,-4.163587290714494,-4.172558046826054
118,118,0.03828485939920563,0.03805495229990859,-4.166446725955447,-4.175217363681554
119,119,0.038225969434091726,0.03806552526197935,-4.168631109359633,-4.174010913259457
