,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,46845.943957004674,0.0019342396224505808,63.24029202752606,-10.598720297445716
1,1,57.069983282047275,0.0014101957020006683,34.101465182279725,-11.971029185122969
2,2,20.468880798175604,0.0010740766945098968,29.6501511648054,-13.153470119171951
3,3,3.118637977920463,0.0008207582531643933,21.474378927522086,-14.321670467238611
4,4,0.000752169965315111,0.0006974375083748447,-14.701090074516891,-15.028770050702391
5,5,0.0006573586898721447,0.0006095366338022837,-15.293038158319977,-15.613824929104085
6,6,0.0005744117268327547,0.0005555314756317163,-15.876173651444283,-16.016736347228722
7,7,1.6409436938828146,0.0005226445684552585,18.68260912614928,-16.281758638288423
8,8,0.0005101863968128473,0.0004951453960721233,-16.386684169244138,-16.51649559934317
9,9,0.000653434712223747,0.00045794983069706515,-15.316778033430055,-16.85564402414353
10,10,6.880281401867138,0.0004337574998652072,24.905255912104668,-17.091353081973946
11,11,0.0004406762822439952,0.0004301641739929389,-17.033398228981206,-17.127480676512352
12,12,0.00044035628052745205,0.00041482347143372814,-17.026970293611512,-17.28518983661514
13,13,0.00041680275546578864,0.0004081452207174152,-17.27846660117152,-17.355675898300596
14,14,0.000406730633538658,0.00040901652966184835,-17.374962538076414,-17.34641445624633
15,15,0.0004019278234240513,0.00040622602529382626,-17.43213408041526,-17.376145617222555
16,16,0.00039907494564684704,0.0003955726753797774,-17.463508954975584,-17.491560206217525
17,17,0.0004061291923808875,0.0003914169639373492,-17.380692410800137,-17.53742661240359
18,18,0.0003923738921978079,0.00039171146253417984,-17.52697461079392,-17.534160248490917
19,19,0.0003858846153214228,0.0003812306983347394,-17.60023182072164,-17.6519444057802
20,20,0.0003832493978912568,0.00038245637551881373,-17.624890763369592,-17.638004002363402
21,21,1.6307830711188798,0.0003546568133108514,18.654099402329486,-17.96573997716588
22,22,0.0003491577907758237,0.0003500196908134967,-18.033317394429748,-18.02289828371982
23,23,0.000351672569954691,0.0003461687745967586,-18.003054020808918,-18.070944144964827
24,24,0.00034823393948452987,0.0003451154012796714,-18.045761041335894,-18.08417964460553
25,25,0.00033677777334850895,0.0003344648897549824,-18.187731825038863,-18.220317705092942
26,26,0.0003378313477631159,0.0003395234280584478,-18.18016157475991,-18.15512558036548
27,27,0.0003331296563570954,0.0003333336759456678,-18.242830654642738,-18.235031135470685
28,28,0.00032833499381481907,0.00033230217185949807,-18.30469495990585,-18.24849125462609
29,29,0.0003265803951359613,0.0003290135830052589,-18.331404159408894,-18.291684774664233
30,30,0.0003334265778359679,0.00032793688067038983,-18.23768646811378,-18.305920438606165
31,31,0.0003222916833336283,0.0003260822360109734,-18.385514154691197,-18.330551648306315
32,32,0.00032143410386460035,0.00031640015597651273,-18.386792832799767,-18.461456162902742
33,33,0.0003200933433524285,0.00031198496090885445,-18.426028499171544,-18.522486456533017
34,34,0.00031739682320399765,0.00031357988911239723,-18.455549192037875,-18.500341030085913
35,35,0.0003153795156491075,0.0003076066143541156,-18.4774320958422,-18.583866355036676
36,36,0.0003115568704874322,0.00030687166298249443,-18.533276541779053,-18.594255183710974
37,37,0.0003114130960647785,0.00030434221001709565,-18.5363563475951,-18.630201152380298
38,38,0.00030220917650479245,0.00029539614594173864,-18.664671834176495,-18.75977480474707
39,39,0.0003052652098200063,0.00030095039370567784,-18.627871743795197,-18.678873894024697
40,40,0.0003012345055749486,0.00029711418641167447,-18.669511105988935,-18.73458916506683
41,41,0.00029496470428451167,0.000291779720818771,-18.77601533407831,-18.8132720080157
42,42,0.00030169223681855565,0.00028737670034292693,-18.674535900382658,-18.879307513039727
43,43,0.0002941791618965355,0.0002881210568471272,-18.781488219867658,-18.86807306082606
44,44,0.00029158549363480054,0.00028846748816584676,-18.82272205907478,-18.862854322802768
45,45,0.00028362301926575023,0.0002776110838902624,-18.93696505583745,-19.029455034560993
46,46,0.0002917720479878703,0.0002829654825434677,-18.82244731565303,-18.94648843733414
47,47,0.0002827401289154689,0.00028351494294934367,-18.949971435844198,-18.938063514375035
48,48,0.0002792784519620797,0.0002753867102958458,-19.007519569976044,-19.0643932711317
49,49,0.000275126422548993,0.00028130927392722746,-19.074997757986132,-18.9719825541694
50,50,0.00027055573333462833,0.0002769698453209314,-19.142356993788926,-19.039498167372862
51,51,0.00027612350957909813,0.0002746458699938988,-19.05997744313844,-19.076092325376845
52,52,0.00027456163511534713,0.0002727236868323464,-19.075724507318878,-19.106594459132754
53,53,0.0002710762287888522,0.00027211331670466617,-19.14082440301653,-19.11632509370947
54,54,0.0002748924429041151,0.0002673223597843102,-19.078093806757337,-19.19347019014207
55,55,0.0002661184121232922,0.0002688607760080087,-19.215021044276476,-19.168548574162894
56,56,0.00027210625400406684,0.0002675078400275915,-19.130060514527393,-19.190457905143322
57,57,0.0002647285216449539,0.0002628040054237078,-19.238079576485863,-19.2675032514469
58,58,0.00026182397571752403,0.00026337938815183744,-19.2900713482864,-19.2580052077435
59,59,0.0002639836545603964,0.0002584162468433772,-19.25858013029383,-19.340624905760844
60,60,0.00026070546810683245,0.00025565047460412115,-19.306389979381365,-19.387357018987668
61,61,0.0002606677951485629,0.0002541385443979188,-19.308182807905602,-19.41311767079922
62,62,0.0002541066481631019,0.00025341892844727755,-19.419196257328856,-19.42543254990484
63,63,0.0002539977261774991,0.00025174057258195,-19.419212489117758,-19.454290895497095
64,64,0.0002482096354366693,0.0002443920438006324,-19.52458655279134,-19.582952418964336
65,65,0.00025073208437498046,0.00024626315356918464,-19.47783069950954,-19.549828686000406
66,66,0.0002356130727590782,0.00024345473885707753,-19.738348644344114,-19.59964072685953
67,67,0.00023804919043503048,0.00023653480533731024,-19.702073176685246,-19.724872503962203
68,68,0.00024002708915318602,0.00023941853846496853,-19.66645636114336,-19.67224529895421
69,69,0.00023799264709316385,0.00023403568239269875,-19.708061680765365,-19.771002277803067
70,70,0.00023518726181661346,0.00023071993123985042,-19.757485460770994,-19.83297191602077
71,71,0.0002312322521339814,0.0002287996589745346,-19.8315454914965,-19.86926932404763
72,72,0.00022871449791355845,0.00022934444974740282,-19.87841236172493,-19.858940707637938
73,73,0.00022651311073130592,0.0002225091501666037,-19.915815065701608,-19.990344301856016
74,74,0.0002215986491718627,0.00022071291612902363,-20.002727389704628,-20.02554556374662
75,75,0.00021459764069469512,0.00021436955476498328,-20.146885761187878,-20.152191992670918
76,76,0.00022210545772470571,0.00021467654579809228,-20.00891120540643,-20.145977064519805
77,77,0.0002133040594419503,0.00021045210183058915,-20.17717813207074,-20.23229037712636
78,78,0.0002103879421915782,0.00020768795174693592,-20.240410266481604,-20.289710019431865
79,79,0.00021008658882941012,0.0002061393928383232,-20.251283816678104,-20.322213126674946
80,80,0.00021063881623498693,0.00020678662909439911,-20.228441344000075,-20.308598515351246
81,81,0.00020047819833559244,0.00020235891784786393,-20.43778812249993,-20.402599569392915
82,82,0.00020208817528027888,0.00020041969669124993,-20.4091355620303,-20.444419046627736
83,83,0.00019907765585530703,0.00019551352842857964,-20.476783338530133,-20.552054917216505
84,84,0.00020014683277341393,0.0001911109713163521,-20.457960266242416,-20.650966854225608
85,85,0.0001930790441320758,0.00018991205663616327,-20.6100780375354,-20.67829768255332
86,86,0.00019206911638695938,0.0001902362426718403,-20.6383203219781,-20.670890455384807
87,87,0.0001903389160192485,0.00018874145155821584,-20.671573308574274,-20.70515014447205
88,88,0.00018701843134866854,0.00018222585142786172,-20.743495792752373,-20.857723171182375
89,89,0.00018516693499176908,0.00018456055075052733,-20.784376840305487,-20.802434277100094
90,90,0.0001862340307609687,0.000187066128618378,-20.767032007706526,-20.743871467106217
91,91,0.00018545499922990915,0.00018163646056659912,-20.792113886618026,-20.871792747182127
92,92,0.00018544282700287985,0.00017961573413279104,-20.78953330724067,-20.92037927513752
93,93,0.00018177310896847762,0.0001811890795483793,-20.871269993293264,-20.882502864553064
94,94,0.00018018951157069545,0.00017916601102210974,-20.91295348327258,-20.931266806082558
95,95,0.00018102705665292776,0.00017744033232845955,-20.894946435787396,-20.97329963014005
96,96,0.0001782835557962019,0.00017638622758615958,-20.949881366128796,-20.999176332409363
97,97,0.00018164932265152828,0.0001772335235727951,-20.886074448591906,-20.978364334520094
98,98,0.00018070361888415383,0.00017622865255505435,-20.899555207735283,-21.0030578459191
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100,100,0.00017018184442668384,0.00016862141561241036,-21.15570234758461,-21.194695742363958
101,101,0.0001785133164358018,0.00016529107999399697,-20.950019130166172,-21.28132887900481
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104,104,0.00016850461730596696,0.0001667105232052946,-21.200607812383904,-21.244192907115576
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107,107,0.00016532976985320967,0.00016303154169643102,-21.289497490408333,-21.341106697672082
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