,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.011064054492438576,0.01113342096734988,-3.532931501522662,-3.5043681400473976
1,1,0.011169947050127787,0.011129912871279214,-3.5017210395464335,-3.505736800095465
2,2,0.011141505687660778,0.011114314443578846,-3.509667742796238,-3.5118276497268126
3,3,0.011156042375284987,0.011154881482453723,-3.5093423454740136,-3.4960048416852745
4,4,0.01112917040657137,0.011125621827025162,-3.5048999005367447,-3.5074115087820843
5,5,0.011125282490069104,0.01113425513827487,-3.5105160170400387,-3.5040427573463577
6,6,0.011139017856228598,0.011106501676534352,-3.50544222946559,-3.51488158054312
7,7,0.01117343285610688,0.011142922614357974,-3.505583612132359,-3.500663301235121
8,8,0.011138809355187048,0.011134997843519637,-3.509583492091723,-3.5037530729192543
9,9,0.011155980706368526,0.011161499117550096,-3.5097030697023963,-3.4934291529646355
10,10,0.011147088649653896,0.011139652054560812,-3.5071141993265424,-3.5019381863001966
11,11,0.011161399160310165,0.011115450264984056,-3.5045180729702268,-3.5113838474863424
12,12,0.01117097688166751,0.011125539821621618,-3.5046063981614557,-3.5074435201393412
13,13,0.011157817668137476,0.011151388728697049,-3.504886390978425,-3.4973648930799794
14,14,0.01116623500957317,0.011153759238751311,-3.5058602533199568,-3.4964417882960612
15,15,0.0111510453208052,0.011137871414815126,-3.50753086786794,-3.502632448405694
16,16,0.01116214819329301,0.011128804891517288,-3.500970830257006,-3.5061691605774934
17,17,0.011159982541864066,0.011132634538961085,-3.504184535903823,-3.5046749222789537
18,18,0.011164196162033327,0.011126842545835595,-3.5057641334089067,-3.5069350209333905
19,19,0.01116838969635902,0.011123516204717913,-3.5013044577786756,-3.508233527280452
20,20,0.011121767601862396,0.011127188066510777,-3.5094006958808377,-3.506800162017052
21,21,0.011174394989136568,0.011128545591705724,-3.5028281273160427,-3.5062703518467875
22,22,0.011145261020313218,0.011122810654342175,-3.507868929991835,-3.5085090034405675
23,23,0.011158135153122783,0.011144296021053665,-3.505062790113068,-3.5001280501031964
24,24,0.011167640672977437,0.011116234928761659,-3.502918177025671,-3.5110772803989314
25,25,0.011126528426851193,0.011148654463651934,-3.5070876445618153,-3.4984298921177515
26,26,0.011161712238315455,0.011121130156281748,-3.506001507071233,-3.5091652100382156
27,27,0.01116499971099121,0.01116709999347988,-3.5012208781039957,-3.491250395982122
28,28,0.011153294560835534,0.01112526174830763,-3.5043491136203144,-3.5075520696722258
29,29,0.011163087830561953,0.011144166420164862,-3.5009062668253943,-3.500178556010462
30,30,0.011142979510435738,0.011149415599280283,-3.5116542944211355,-3.49813340277803
31,31,0.011162028887990824,0.011091037653386593,-3.503435175813098,-3.5209326485536376
32,32,0.011163804228849633,0.011136018867163281,-3.5051268366200334,-3.50335486484425
33,33,0.011134733609163883,0.011154322002671267,-3.508417621764422,-3.4962226701545607
34,34,0.011151001491036611,0.011139659799243274,-3.504173694569782,-3.5019351669314833
35,35,0.011149141006171703,0.011145585559700666,-3.507744806273627,-3.4996255445002045
36,36,0.011141148616665417,0.011142235200263952,-3.5033217716621294,-3.5009312285707894
37,37,0.011148823060325741,0.011128048902671588,-3.5093948881947155,-3.50646419040267
38,38,0.011157968100736436,0.011159662745500865,-3.501863783406579,-3.494143745022518
39,39,0.011144670773028713,0.011152118493459727,-3.5013489452393296,-3.497080693105084
40,40,0.0111502329002797,0.011120729344455819,-3.5039052590328588,-3.5093217350484514
41,41,0.011166013633237057,0.01116906831923284,-3.498675838236016,-3.4904849710414214
42,42,0.011157917271646643,0.011117682351093543,-3.507834150542048,-3.5105118312028254
43,43,0.011152900035310652,0.01110637285991719,-3.5104408320076046,-3.514931951642925
44,44,0.011181218395988965,0.01111167889872664,-3.496460184603148,-3.512857617273242
45,45,0.011143069234244601,0.011127492216856856,-3.507106832173492,-3.5066814536686985
46,46,0.011146244352933057,0.011119561269879341,-3.5089927646355963,-3.5097779236408395
47,47,0.011168699778770049,0.011148360508837198,-3.502607435914152,-3.4985444033688164
48,48,0.011187502759095934,0.011162910022233663,-3.502644671153408,-3.4928802039505387
49,49,0.01118757560388329,0.011131698510756618,-3.5029351092652212,-3.505040090984827
50,50,0.011143535510012783,0.011129139677474373,-3.5097223814802097,-3.506038514467435
51,51,0.011153173162457869,0.011125647070768633,-3.501704085801981,-3.5074016547656313
52,52,0.011127046482234271,0.011146518499835542,-3.5110275829406645,-3.499262033948058
53,53,0.011149461179510834,0.011145759275869319,-3.5087324865286917,-3.4995578554719993
54,54,0.011157374080155314,0.01116417269957693,-3.5085941520190977,-3.4923889854514423
55,55,0.01114046584200306,0.011151173544165335,-3.5117129129748967,-3.4974486982083537
56,56,0.01114834313156064,0.011139065321338805,-3.508567093554614,-3.502166938248908
57,57,0.011151118223200139,0.01113033672108462,-3.5081859085082367,-3.50557141503911
58,58,0.011168177114780416,0.011116576871197475,-3.5040098677750353,-3.510943690716842
59,59,0.011174145845945962,0.011152317502388829,-3.5053863999534944,-3.497003194189822
60,60,0.011142443327866878,0.011143309260277371,-3.509308488930378,-3.5005126089240957
61,61,0.011148844903200558,0.011124835153551478,-3.5008657592162056,-3.5077186017547106
62,62,0.011129248954509337,0.011118829691488492,-3.507370644383505,-3.5100636641504757
63,63,0.011172471664001033,0.011144558997138551,-3.5084669882479247,-3.5000255692333173
64,64,0.011137911473813746,0.011142347351108728,-3.5090181106915845,-3.5008875153956245
65,65,0.011179606718270434,0.011146826865641694,-3.501616135779475,-3.4991418890655086
66,66,0.011161686362909902,0.011124998723205767,-3.501540624048033,-3.507654747436823
67,67,0.011161301899509332,0.01113311686602078,-3.506721247437122,-3.5044867660593666
68,68,0.011185823142835774,0.011133016822369475,-3.500740072923474,-3.5045257925076214
69,69,0.011147564161837716,0.011117318890204555,-3.506142699935611,-3.510653813707595
70,70,0.011156694406701117,0.011145552375206822,-3.5080522399980762,-3.499638475058171
71,71,0.01117880957335541,0.011127597946477564,-3.5025274362955656,-3.5066401886902057
72,72,0.011154083007005686,0.011151934532742751,-3.5054842415776144,-3.497152333110761
73,73,0.011155435729042157,0.011133110395779735,-3.5051246338422555,-3.5044892900522715
74,74,0.011161926144868443,0.011144261905237249,-3.502366274072603,-3.500141345095959
75,75,0.011128218220450828,0.011143983782906281,-3.5119581479197475,-3.500249731368552
76,76,0.011127964372641033,0.011128137868485953,-3.5064963391578834,-3.506429469843705
77,77,0.011166862404146759,0.011127201938315442,-3.5008834726670663,-3.506794747850932
78,78,0.011158718237864603,0.011129317756154035,-3.502509770590032,-3.505969023049933
79,79,0.011167613357382337,0.011129490197881273,-3.4987469005465077,-3.5059017323929087
80,80,0.011133500269239711,0.011126626429981306,-3.511235485090901,-3.50701937445425
81,81,0.01118714617776502,0.011124740060614912,-3.502642285960888,-3.5077557245646718
82,82,0.011130565470180561,0.011126142975531127,-3.509369205422246,-3.5072080804945385
83,83,0.01111958356401355,0.011132932954320782,-3.5070962143993216,-3.5045585092173246
84,84,0.011153865173535863,0.011143835261464119,-3.5032801378593215,-3.5003076123506687
85,85,0.011172351974648298,0.01112028157436534,-3.505217584791459,-3.5094966048690663
86,86,0.011167685472473656,0.01114500779658556,-3.4974405629421335,-3.49985067922747
87,87,0.01118111718906877,0.011158780145801996,-3.5031337640566997,-3.4944872350957414
88,88,0.011120885476162754,0.011155191906972936,-3.5115675260124424,-3.4958839853766492
89,89,0.011167278158065584,0.011141495779156685,-3.5026481235556983,-3.5012194446752676
90,90,0.011163680823807864,0.01114102820620725,-3.5036561481666766,-3.5014017080059294
91,91,0.011130785742371353,0.011130991636922485,-3.506721176262074,-3.5053158810206515
92,92,0.011154649548770226,0.011141469898192506,-3.500866731303502,-3.5012295330630447
93,93,0.011167179063423393,0.011130074137135557,-3.503487126606308,-3.50567387384892
94,94,0.011172053336943547,0.011133507874451186,-3.502842587852786,-3.5043342393017642
95,95,0.011135711430658385,0.011165493511055646,-3.511717645800826,-3.4918752105189395
96,96,0.011142551015640042,0.011135477278577654,-3.506931944197798,-3.503566084542025
97,97,0.011140502230792316,0.011132325830036089,-3.504896594391414,-3.504795354186693
98,98,0.011161573250422772,0.011159960572656832,-3.503921304900568,-3.4940278428062834
99,99,0.011131819500827912,0.011139717296158013,-3.508884020577137,-3.5019127510509227
100,100,0.011157764928396215,0.011151835959600774,-3.509060021130439,-3.49719072103413
101,101,0.011175944604286827,0.011125873823307063,-3.509846302836265,-3.507313141826071
102,102,0.011125459614181026,0.01115230784604424,-3.5110107900554994,-3.4970069545732443
103,103,0.011173625793500045,0.011157230719139702,-3.5048916075015653,-3.4950903065449372
104,104,0.011113151600680401,0.011120420586513845,-3.509500869381706,-3.5094423150282346
105,105,0.011143411096838331,0.011132926337028804,-3.5059796206075218,-3.5045610906163653
106,106,0.01116378252999377,0.01114133108211191,-3.503466761537563,-3.5012836439065214
107,107,0.01113534531527266,0.011146547713954198,-3.510039597419685,-3.4992506514577313
108,108,0.011167797394404091,0.011147484134294484,-3.504224882295197,-3.498885816429653
109,109,0.011179521814295925,0.011102553849157534,-3.4990116634280106,-3.5164255630518158
110,110,0.011154374683794287,0.011144961671609627,-3.507601933066976,-3.4998686530722116
111,111,0.011152475208197673,0.011149003023379728,-3.5053410011028987,-3.49829411322125
112,112,0.011154456064105034,0.011154138189005224,-3.504854559718782,-3.496294238752462
113,113,0.011163402992041455,0.011150920126391085,-3.499636711716972,-3.497547395615515
114,114,0.011162756058896325,0.011145258224324175,-3.5033167065756823,-3.499753094582317
115,115,0.0111802261149914,0.011113336309790611,-3.502685109706094,-3.5122098746517776
116,116,0.011153106424074197,0.011138280216408404,-3.5062084658322012,-3.5024730489913667
117,117,0.011160590685904026,0.011127377124993424,-3.5064240127187976,-3.506726373061783
118,118,0.01115983626661227,0.011113586443427362,-3.5012706463659473,-3.5121121268354107
119,119,0.01116446631278881,0.01114046284438748,-3.500982680154883,-3.5016221003648607
120,120,0.01115092508418044,0.011136598738008424,-3.5073409098718993,-3.5031287264416755
121,121,0.011181613814431368,0.011134232590465169,-3.5051686239776414,-3.5040515521863593
122,122,0.011164485016050413,0.011140405151404832,-3.502250529431773,-3.5016445911798626
123,123,0.011162495115752687,0.011144632032435191,-3.50567398571545,-3.4999971080601204
124,124,0.011137381253629616,0.011134615167975426,-3.5029706099517015,-3.5039023291071736
125,125,0.011145209634350133,0.011138337419221276,-3.504524700083117,-3.5024507450075344
126,126,0.011133585643676138,0.011143176865420844,-3.509402433220437,-3.500564208225393
127,127,0.011161126129175584,0.011153388327281726,-3.504101504420705,-3.49658621268206
128,128,0.011135640602136395,0.011136376446014956,-3.5052068255957565,-3.50321541462351
129,129,0.0111508031769358,0.011150866305749668,-3.507307671177019,-3.4975683571718026
130,130,0.011172433844623492,0.011162005658996733,-3.50390377924952,-3.493232061909832
131,131,0.011160408165881928,0.011134046325950246,-3.5085923575199702,-3.5041242058937345
132,132,0.01114568703798289,0.011138663088020525,-3.504309552691888,-3.502323765468789
133,133,0.01114576876393913,0.011124675750340285,-3.506237640856554,-3.507780830479934
134,134,0.011158408529902856,0.011124947059311364,-3.5031975966437257,-3.5076749158852967
135,135,0.011170299925370929,0.011146400614004386,-3.5027522540522127,-3.4993079652733403
136,136,0.01114233074344925,0.011139701316623311,-3.5098900272347233,-3.5019189808577815
137,137,0.011151820171586018,0.011147874407470226,-3.5098949880401724,-3.4987337726880288
138,138,0.011145632656425545,0.011146213761285731,-3.5054295629363863,-3.4993807688514904
139,139,0.011137707946226769,0.01112218549180972,-3.5122872835333303,-3.508753107450679
