,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.010775916691216612,0.01071588631327215,-3.6587031751213,-3.665541373524242
1,1,0.010687680156498226,0.010668941822491194,-3.6857389686715636,-3.6846088786939313
2,2,0.010649054983304334,0.01063432142530617,-3.700165762770715,-3.6987245195891267
3,3,0.01067281162039828,0.010624737723877556,-3.703366499350719,-3.7026401669368285
4,4,0.010649258914144383,0.010622650237852022,-3.7056761560242353,-3.7034935270453646
5,5,0.010634226042815704,0.010630158413397638,-3.7084240407649025,-3.7004249826493885
6,6,0.010641738388341726,0.010636736883928901,-3.71047790328224,-3.697738183751598
7,7,0.01066281767466019,0.010648298616472044,-3.7013698822673295,-3.6930201299447636
8,8,0.010669290702597997,0.01066283205229985,-3.6968608138357926,-3.6870966601301394
9,9,0.010690656970687135,0.010671273315031277,-3.6908002618758267,-3.6836599151129548
10,10,0.010669218241861187,0.010688069423562601,-3.6917922146691,-3.6768296873803785
11,11,0.010714852481542789,0.010707296676149494,-3.6834032922156554,-3.6690239859872604
12,12,0.010730079538428906,0.010722286754140728,-3.6719370467757075,-3.662948170992647
13,13,0.010774270429746392,0.010738479757779524,-3.6625601606837064,-3.6563943198462083
14,14,0.010780767720077456,0.010760600776656679,-3.6545678277878935,-3.647457156410457
15,15,0.010812980977376712,0.010777943718590234,-3.648532825922623,-3.640463233853465
16,16,0.010819504104708274,0.010790173307453332,-3.6431612469566,-3.635538146028703
17,17,0.010834461087649017,0.010806166027721605,-3.63473315140494,-3.62910598979616
18,18,0.010831833884273608,0.010817922406682843,-3.6277979122289468,-3.624383727372416
19,19,0.01086179301449933,0.010835215400316213,-3.6235235398529815,-3.6174468544127243
20,20,0.010851314704212332,0.01084979932363096,-3.6197515112559007,-3.6116052919737367
21,21,0.010900125406759302,0.010865618621832445,-3.6092080471639476,-3.6052777737569057
22,22,0.010889841666080287,0.010873909598510516,-3.610645171727041,-3.601965166823624
23,23,0.010868292906772844,0.01088377279474547,-3.609649831400967,-3.5980276776050872
24,24,0.010914027431653333,0.01088698100494711,-3.598293176032523,-3.5967476962041096
25,25,0.010897135880497313,0.010898039970350893,-3.5993076079967183,-3.5923383838895324
26,26,0.010917422784127525,0.010903195379988143,-3.5966413047418144,-3.590284403036463
27,27,0.010918222348560993,0.010906889495488844,-3.596130716619389,-3.5888132175716017
28,28,0.010937678522055912,0.010916545938112233,-3.5931913628238865,-3.58496988132639
29,29,0.010919719972868556,0.01091714296489954,-3.5909332754442063,-3.5847323718148356
30,30,0.010946986947170239,0.010923449489239016,-3.5878513194770276,-3.582224299927596
31,31,0.010938689544720133,0.0109200934438329,-3.590746081868292,-3.583558801401855
32,32,0.010973734541114458,0.010926019449375178,-3.581322655546976,-3.581202655406963
33,33,0.010946293332681213,0.010926731617042893,-3.58625742450534,-3.5809195876252926
34,34,0.010977831333107556,0.010927870526517692,-3.5875124136305416,-3.5804669396223767
35,35,0.010945059224655948,0.010932314013572116,-3.5875596295902894,-3.578701371787225
36,36,0.010914170864931088,0.010932833495500841,-3.5912791224297336,-3.578495008546325
37,37,0.010963904354529283,0.010936411832900424,-3.5814822127914745,-3.5770737869380262
38,38,0.010950497255574182,0.010930397645815423,-3.586569607356296,-3.5794627301741695
39,39,0.010960278379702076,0.010932914912700653,-3.579678805667459,-3.578462666602249
40,40,0.010943688615465286,0.010933956768559782,-3.58662201683994,-3.5780488239113546
41,41,0.010969274178070506,0.01093786356872634,-3.5823232411341213,-3.5764973282003303
42,42,0.010950588601996604,0.010933271707280687,-3.585033189379682,-3.5783209373469487
43,43,0.010962652388153617,0.010937091747396871,-3.5817516935380986,-3.576803795335644
44,44,0.01099697528310965,0.010936806027434375,-3.5785529615434597,-3.576917251660956
45,45,0.01094469470307999,0.010935011957036821,-3.583148729152188,-3.5776297254718696
46,46,0.010945158511323412,0.010929402601169912,-3.58495591253929,-3.5798581065218107
47,47,0.01095147714134037,0.010930948253524931,-3.580433038849127,-3.579243964238088
48,48,0.01096765416645512,0.01093546428570622,-3.582837482972665,-3.5774500825203637
49,49,0.010974600603900006,0.010941700862818643,-3.581389041821001,-3.5749739745960767
50,50,0.010984190845305157,0.010932702816238529,-3.577635331436589,-3.5785469197198845
51,51,0.010955499485135078,0.010935104599124506,-3.57714432663907,-3.57759293193456
52,52,0.010967928666583042,0.010933033729854384,-3.5822184154035557,-3.5784154684357623
53,53,0.01096205528556686,0.010939015124581362,-3.5822985496817856,-3.5760401200575114
54,54,0.01097958365973738,0.010934800399761451,-3.5806056991897877,-3.5777137482845065
55,55,0.01095179970539415,0.010934469388111642,-3.582540896521238,-3.577845217267571
56,56,0.010955492677839147,0.010932935450814273,-3.584562230811832,-3.5784545081366366
57,57,0.010943238210585928,0.010936453889467214,-3.581408880152556,-3.577057085939523
58,58,0.010968802535195941,0.010938803126153192,-3.5801280699014275,-3.5761242872687693
59,59,0.01094623018517015,0.010934441889587202,-3.583767739640283,-3.577856139125796
60,60,0.010929476172115999,0.010939337803344978,-3.5872656368198648,-3.5759120138815694
61,61,0.010950806176232309,0.010935456590040735,-3.5821093412744274,-3.5774531388023325
62,62,0.010924146213021475,0.01093557016237786,-3.5841934533831328,-3.577408034528199
63,63,0.010964291611897577,0.010940712337431154,-3.582969859766017,-3.5753663546479206
64,64,0.010940773614211795,0.010936025726167779,-3.5850838582360245,-3.577227116006154
65,65,0.010950866049712467,0.010931324998014852,-3.5877254607326226,-3.5790942835061768
66,66,0.010959292617962533,0.010937910674041823,-3.581658189978741,-3.5764786247904707
67,67,0.010972376211940013,0.010940090704121087,-3.581599817793377,-3.5756131206517914
68,68,0.010945388922448625,0.01093740550507056,-3.585503501385748,-3.5766792089510746
69,69,0.010995034598889425,0.010941912861246812,-3.5781236256541034,-3.574889829674959
70,70,0.010950657702291134,0.010934977007931784,-3.5806350063840595,-3.57764360586613
71,71,0.01096167932888589,0.010936920138958254,-3.5814503980319223,-3.5768719388461516
72,72,0.010967248417053026,0.010935353066184018,-3.5821604770708397,-3.5774942528172438
73,73,0.011009712828342448,0.010937910085838092,-3.5758174554578988,-3.5764788583393163
74,74,0.010966566909757471,0.010932718011501589,-3.5799567894840485,-3.578540883505032
75,75,0.010953212828980279,0.0109376033375922,-3.587667922503207,-3.576600655773694
76,76,0.010959214310056156,0.010942927610717322,-3.58026601834212,-3.5744870850477484
77,77,0.010975129403097113,0.010932919520296548,-3.58154373383418,-3.578460836300754
78,78,0.010966479221416503,0.01093156758303705,-3.577812808532884,-3.5789979071130285
79,79,0.010980059651984382,0.010935399926414615,-3.5758863631717155,-3.577475642447884
80,80,0.010984877863726051,0.010930776792137246,-3.5758662271341457,-3.5793120876221085
81,81,0.010953521932062414,0.010934570657187387,-3.580350729849391,-3.577804995473937
82,82,0.01097902305155378,0.010940414461258211,-3.580538763336415,-3.575484598995571
83,83,0.01099690360967646,0.010943687226819364,-3.577580592309115,-3.574185624923318
84,84,0.010945667483911072,0.010935554476945024,-3.584575373110015,-3.577414263834683
85,85,0.010964398810006295,0.010934978919593911,-3.579982933198784,-3.577642846628831
86,86,0.010930037625210802,0.010934207490400263,-3.5851497610798533,-3.5779492388611143
87,87,0.010989463648077138,0.010935011123748202,-3.5732261174809805,-3.5776300564204453
88,88,0.010968376795962914,0.010933992158817617,-3.578367702205121,-3.5780347669975185
89,89,0.010981956736866347,0.010935070042155291,-3.5821510966200343,-3.5776066564715494
90,90,0.010968451877844702,0.010940399069927241,-3.582918938289321,-3.575490708795922
91,91,0.01095511807493635,0.010934345081056418,-3.581001671643253,-3.577894589736501
92,92,0.010970152492068478,0.010938460840598532,-3.5764570301118863,-3.576260184269292
93,93,0.010968044726658114,0.010930933744499558,-3.584042891344513,-3.579249728782657
94,94,0.01093647173922701,0.010935944554052855,-3.5895171410099547,-3.577259351420837
95,95,0.010975948630918548,0.010937813130256376,-3.578296920542371,-3.5765173551457656
96,96,0.01097497588849252,0.010935948475411064,-3.583424917783224,-3.5772577941489274
97,97,0.01096264900850881,0.01094156817386025,-3.5776322128857148,-3.575026641391284
98,98,0.01092439764131283,0.010942656448797175,-3.589640064716723,-3.574594703035286
99,99,0.010979325587371575,0.010934484093204924,-3.5797509977549717,-3.5778393767129475
100,100,0.010963986983004305,0.010929946738638376,-3.5804290259711147,-3.5796418915775083
101,101,0.01094170351579939,0.010930310003459454,-3.582063168077989,-3.5794975530099067
102,102,0.010988982922407155,0.010934232685126756,-3.5797774473098514,-3.577939231809308
103,103,0.010940850856377906,0.010937715831555818,-3.5796612427617136,-3.576555988532709
104,104,0.01096439612165247,0.010941937173667707,-3.574373891795297,-3.5748801798645107
105,105,0.010971259200926294,0.010936121358291098,-3.5766502836577194,-3.57718913847858
106,106,0.010974732467655055,0.01093354620235531,-3.5794323189437,-3.578211903013085
107,107,0.01097090233155747,0.010939377899232664,-3.5813111401956412,-3.5758960957417605
108,108,0.010989445597701465,0.010937274629740338,-3.575875096588713,-3.576731176278947
109,109,0.010972976742177894,0.010931684243443766,-3.5760721348616693,-3.5789515599627553
110,110,0.010952638058932786,0.010937684117571303,-3.5830209106237376,-3.576568580950225
111,111,0.010932894625230548,0.010935409582759204,-3.5845277812637875,-3.577471807475823
112,112,0.010953887029714192,0.010935839412635878,-3.582306217049273,-3.5773011059821314
113,113,0.010932512360519356,0.010937968661126337,-3.58204521084752,-3.5764556008283788
114,114,0.010965809782909364,0.010936946755177096,-3.579470729580187,-3.5768613698168816
115,115,0.010981014411243582,0.010934536051201192,-3.580525680841369,-3.5778187401495156
116,116,0.010921385062416805,0.010935145969453611,-3.587634478665636,-3.5775765014820706
117,117,0.010947565903368685,0.010936614616136802,-3.5790486408075606,-3.576993260687314
118,118,0.01094435509678322,0.01093466026022246,-3.584010091884549,-3.5777694074792414
119,119,0.010955337502215941,0.010934059361093923,-3.5849210123397874,-3.578008074561987
120,120,0.010946547689357983,0.010934925687156226,-3.580279047165789,-3.5776639885170662
121,121,0.010955062205183138,0.010933685802707547,-3.578650273030515,-3.578156452316229
122,122,0.0109501248417595,0.010936188462533449,-3.58085852445406,-3.5771624901708297
123,123,0.010931611694779592,0.010937419327858248,-3.5844433306207084,-3.576673720303314
124,124,0.010938364945198457,0.010929310596302935,-3.5854666811687945,-3.579894666044482
125,125,0.010955452851797502,0.01093226548676428,-3.5836752427027396,-3.5787206494731896
126,126,0.01094448260156457,0.010932762616951214,-3.5868261047922205,-3.5785231643421516
127,127,0.010962571747140172,0.010936520944692586,-3.5812179045878842,-3.577030457906909
128,128,0.010951662628152935,0.01093869916114368,-3.5833449583080634,-3.5761655638545067
129,129,0.010940797751788627,0.010938001600535293,-3.583614261826634,-3.576442522182381
130,130,0.010957579214855568,0.010934320621584592,-3.581390192038863,-3.5779043046535324
131,131,0.01095213119862313,0.010933459981491691,-3.5801865307972607,-3.578246151181288
132,132,0.010977185388892582,0.010930805172967283,-3.5781961087796854,-3.579300811550783
133,133,0.010966690103571439,0.01093568853837879,-3.575905322499909,-3.577361023018986
134,134,0.01095251048694259,0.010946067883387992,-3.579775615561716,-3.5732409766073063
135,135,0.010963773777343562,0.01093255669662827,-3.5822246274841936,-3.578604965169011
136,136,0.010964508869291581,0.01094046186067556,-3.5791889195763305,-3.5754657831994416
137,137,0.010974123574716528,0.010938048607816822,-3.58007054956813,-3.5764238579328635
138,138,0.010967768114252189,0.010937162380861608,-3.579897801247795,-3.5767757480031106
139,139,0.010985054334952045,0.010936162042382517,-3.5776846253406944,-3.5771729820708735
