,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.007214216241785853,0.006949975694480695,-11.421387103459615,-11.57978506559055
1,1,0.006763740509902079,0.006511235340057235,-11.705074846067953,-11.862983996984052
2,2,0.006335698476195643,0.006108222210681752,-11.989279069544057,-12.140469644861687
3,3,0.005933630832269327,0.005729867096402143,-12.268437992383802,-12.418172436586975
4,4,0.0055671255392281665,0.005387921768583749,-12.541545936038471,-12.685405110949366
5,5,0.005260381545180205,0.005075642814565646,-12.788894277158755,-12.944707402030781
6,6,0.004951293978686493,0.0047976551822533735,-13.056021312989314,-13.189327612536472
7,7,0.004697156753199002,0.004536880008680255,-13.285442007302887,-13.432044991277749
8,8,0.0044368726691019905,0.004307961777636879,-13.524074138965593,-13.65689950965099
9,9,0.004216211065457961,0.004089758229000788,-13.754058511729895,-13.882641574100019
10,10,0.004019389668306739,0.0038951232563704252,-13.957675263155274,-14.094405873939863
11,11,0.0038342846043830374,0.0037131441855116896,-14.16090414728999,-14.3021997864259
12,12,0.0036595986061489457,0.0035445999574700467,-14.366321776042303,-14.503945643984956
13,13,0.0034855376933845355,0.003386103842211397,-14.578719103639962,-14.702615197746765
14,14,0.0033319776868159625,0.0032483296419836974,-14.773105733065908,-14.883016971241602
15,15,0.0031995791989887497,0.003115602131736906,-14.94752168256339,-15.06419800015431
16,16,0.0030540018174413245,0.002994929403556805,-15.147957017552436,-15.235752026719451
17,17,0.0029524191181876302,0.002876498564881714,-15.29513962750421,-15.410976306460942
18,18,0.0028399452639110002,0.002770970808342099,-15.465129419913291,-15.573298417377483
19,19,0.002726166624307018,0.002671162205699243,-15.637623286539448,-15.732615310803252
20,20,0.002637550806069804,0.0025756401867654765,-15.7905295956595,-15.890765997233014
21,21,0.002553235129789286,0.002494871689888992,-15.930731939138978,-16.029135773661594
22,22,0.0024656055965604855,0.002415210988960768,-16.080014279451753,-16.17006716318531
23,23,0.0024041623650022698,0.002345669524450051,-16.198045177991215,-16.296949669140858
24,24,0.00232209515585036,0.002280679825497301,-16.34227185696775,-16.418974714491384
25,25,0.0022711537864788904,0.002219475560674542,-16.443394329609887,-16.537114250950403
26,26,0.002195891064889345,0.0021732096854401263,-16.580923859103635,-16.628601604276415
27,27,0.0021628951749850796,0.0021222792075652826,-16.65206981137186,-16.731592731221237
28,28,0.002107977778314776,0.0020855775740193693,-16.75776682879373,-16.807354440673876
29,29,0.00207921786752251,0.0020536682507219283,-16.821863607100397,-16.874315032750467
30,30,0.002042242701491821,0.0020215912832339342,-16.895364576278602,-16.942684360229695
31,31,0.0020141912739455085,0.0019976530089288167,-16.95775981885155,-16.99441738570635
32,32,0.001993215155605342,0.0019768647678000363,-17.003454089532397,-17.039848309643265
33,33,0.001981977749011028,0.001961908683082775,-17.025203200808324,-17.072830030283534
34,34,0.001962862617201796,0.001950048590324035,-17.078038248465592,-17.099163593056574
35,35,0.0019570100025187447,0.00193525386949707,-17.086391571701945,-17.132238478414003
36,36,0.001944964006303128,0.0019302988290100505,-17.11319545362405,-17.143372451160474
37,37,0.0019434308021127717,0.0019266305393294285,-17.11273852574799,-17.151633522570073
38,38,0.0019303236178304884,0.0019179675973167545,-17.143333926919453,-17.171205265294702
39,39,0.0019219394787646754,0.0019039598318110955,-17.163544793977326,-17.203040105781792
40,40,0.0019193435563062578,0.001906986452492052,-17.16755736228047,-17.196141845670777
41,41,0.0019045738532140698,0.0019016038614178175,-17.201420005674514,-17.2084174172895
42,42,0.0018952976127356751,0.0018961140028152027,-17.21997328351785,-17.220973468283912
43,43,0.0019071321315180087,0.0018856992491667992,-17.195980856227074,-17.24489364187722
44,44,0.0018878161544748342,0.0018819343899131606,-17.237244904781242,-17.253573138345534
45,45,0.0018840876765568385,0.001877576743840779,-17.239940950460205,-17.263640949949355
46,46,0.0018814224461765634,0.001872593665642566,-17.255872110353074,-17.275182423545154
47,47,0.0018797276227149305,0.0018650606875062774,-17.258742259140746,-17.29268824381313
48,48,0.0018685312099159532,0.0018574412066587492,-17.28505351789068,-17.310467163488646
49,49,0.0018663372719641199,0.0018578681629151106,-17.292340745121038,-17.309468997637445
50,50,0.0018591420357739648,0.0018474931620355499,-17.311600013106432,-17.33378952679392
51,51,0.0018417079208092285,0.0018433201996805636,-17.34486128171953,-17.343610100844074
52,52,0.0018317050686989403,0.001838005350069388,-17.363094243170924,-17.35615021136027
53,53,0.0018343928344451736,0.001832627826125214,-17.364426832261014,-17.36887515844144
54,54,0.0018391718634298629,0.0018239484940606513,-17.355433811688574,-17.389492220803703
55,55,0.0018302959716427572,0.001820188089224853,-17.370535524326737,-17.398455241877425
56,56,0.0018287928278087494,0.001816849861490099,-17.383955109191458,-17.406427522130198
57,57,0.001819114925666261,0.0018109742821635383,-17.40204074048724,-17.42049509436959
58,58,0.0018174303455527911,0.0018101198059555731,-17.406113563431113,-17.422544719703225
59,59,0.0018087391640760541,0.0018077512933431488,-17.42856006846989,-17.428231114141372
60,60,0.001805597204551792,0.0017999909560833323,-17.42468106003925,-17.446914693037105
61,61,0.0018104037663601723,0.0018000489554220909,-17.422111327978996,-17.44677475685085
62,62,0.0017973050587935392,0.0017932845634947483,-17.445426868474808,-17.46312582219013
63,63,0.0017917751389814867,0.0017948174346728546,-17.46313051022543,-17.459415127594717
64,64,0.0017929420105575287,0.0017946979251543158,-17.455616922445344,-17.45970431607423
65,65,0.0017992527783397085,0.0017903044844340336,-17.4497136722379,-17.470348928259117
66,66,0.0018088821568958385,0.0017919732858181785,-17.434848286870746,-17.466302612861845
67,67,0.0017846045084297657,0.0017893450751312468,-17.477496829360014,-17.472676900140893
68,68,0.0018033667733969609,0.0017913880598682322,-17.44385783773199,-17.4677211714635
69,69,0.0017966801941529224,0.0017917833695384232,-17.449666500367286,-17.466762909697433
70,70,0.0018040584652329382,0.0017894767531144776,-17.439571321611183,-17.47235731439857
71,71,0.0017998399832237935,0.0017874243509906687,-17.448778233567626,-17.477341220796294
72,72,0.0018005746947217388,0.001793984066400873,-17.44475492877126,-17.461432108741832
73,73,0.0018024852381750326,0.0017939820995946463,-17.44437050996163,-17.461436870063714
74,74,0.0017862040873559326,0.0017947892254022392,-17.481943920860775,-17.459483386497304
75,75,0.0017937094059571163,0.0017945734036498163,-17.463326321874405,-17.46000565301619
76,76,0.001796596070281086,0.0017978461018126261,-17.45473147036855,-17.452092795711657
77,77,0.0017990436700182323,0.0017947978156275656,-17.459577038315388,-17.459462600332127
78,78,0.0018035685091481073,0.0017964647788750497,-17.433239455801626,-17.455430853987433
79,79,0.0018001291552827378,0.00179508316796273,-17.443453571968085,-17.45877217663626
80,80,0.0018032217823141783,0.0017950081903683511,-17.436288479085007,-17.458953577900235
81,81,0.0018006270348104004,0.001794636022838715,-17.44198249907437,-17.459854114529737
82,82,0.0017980482722104517,0.0017932475863122626,-17.44712117734302,-17.46321537379954
83,83,0.0018067123613214678,0.0017914485529457267,-17.428414209290594,-17.46757451777766
84,84,0.001805276084288033,0.001791678657020001,-17.428672760232807,-17.467016720501693
85,85,0.0018029579095849672,0.0017943057648249362,-17.437292955568907,-17.460653398786096
86,86,0.0018086419416802754,0.00179626936656668,-17.433712090541206,-17.455903287982654
87,87,0.0018102868625740568,0.0017955994515336659,-17.426383268192627,-17.457523282588745
88,88,0.0018116881346003605,0.001796095907737158,-17.423929865005626,-17.456322689723876
89,89,0.0017911940453017188,0.0017967777584042203,-17.46589491071743,-17.45467429340795
90,90,0.00180702653027034,0.0017923632710191764,-17.43359940788771,-17.46535756532627
91,91,0.0018034593415801826,0.0018006713423681887,-17.434914240937243,-17.445273394919703
92,92,0.0018133107793623024,0.001800081992865001,-17.42420925806711,-17.446695048754904
93,93,0.0018021973166806797,0.001800727417790576,-17.432146602913384,-17.445138151653754
94,94,0.0018132808906285418,0.001798865740726653,-17.419050410656638,-17.44963041570934
95,95,0.0018117784572880447,0.0018012709793095525,-17.42269322226244,-17.44382740276365
96,96,0.0018217352053304155,0.0018067786372021625,-17.39784880368542,-17.430568453785156
97,97,0.0018166673571332213,0.0018066924408470329,-17.412115900231193,-17.430775648477418
98,98,0.0018160404258206026,0.0018059229845867346,-17.41182654433348,-17.432625668884317
99,99,0.0018027408670192374,0.0018010198040620277,-17.437530026862806,-17.444433039735937
100,100,0.0018212167118896836,0.001809807512664089,-17.40510329193679,-17.4232940565911
101,101,0.0018301115433695082,0.0018068129919763458,-17.37617211470853,-17.430485876170493
102,102,0.001819000215768891,0.001809017107772984,-17.40545723254355,-17.42519118355435
103,103,0.0018144794835795446,0.0018076152222132997,-17.406283263561818,-17.428558023961514
104,104,0.0018162861113561336,0.0018065682502071325,-17.400558505989437,-17.431074189403443
105,105,0.001820657704716798,0.0018141933496257192,-17.40016303678033,-17.41278221736556
106,106,0.001827391638593345,0.0018081280194517028,-17.37591465502468,-17.427326160980204
107,107,0.001824013387169881,0.001813286976692708,-17.384965966463056,-17.414952499413346
108,108,0.0018192053743705306,0.0018112713189207409,-17.401219261550832,-17.4197828211608
109,109,0.001822747821804405,0.0018148832574584766,-17.38981192436399,-17.41113098097219
110,110,0.0018296040349745565,0.0018142120373484335,-17.37768414883053,-17.412737481598803
111,111,0.0018261193019366755,0.0018151017690175458,-17.384358633465343,-17.410608122812945
112,112,0.0018256164609560185,0.0018178117032603997,-17.387398502059,-17.40412897204175
113,113,0.001828114113280761,0.0018186115990637948,-17.37996993211158,-17.402218356526266
114,114,0.001827700570052893,0.0018123195776225704,-17.38201961790425,-17.41727010382869
115,115,0.0018247248456074098,0.0018161154830044037,-17.393677091474018,-17.408183313876428
116,116,0.0018222660039906803,0.0018138344105529157,-17.39154477231751,-17.413641556210084
117,117,0.0018287933486773027,0.0018147041616765293,-17.386667068870914,-17.4115595713375
118,118,0.001817902805734925,0.0018129028245120456,-17.40178539846715,-17.415872667314325
119,119,0.0018252447288310558,0.001812596989207362,-17.39142318620172,-17.416605380552966
120,120,0.0018303857146541483,0.0018158668260041036,-17.38069777795104,-17.408777977363737
121,121,0.0018253628471770237,0.0018190134708818636,-17.395690775945084,-17.40125877047562
122,122,0.0018229122890505132,0.0018215755515388753,-17.39141077980531,-17.395146036144038
123,123,0.0018267481763050268,0.001813813915329152,-17.386200960782997,-17.413690629117855
124,124,0.0018295113935816994,0.0018164803837671091,-17.384053190152265,-17.407310800698358
125,125,0.001823235846835083,0.0018176251630249776,-17.39263055563901,-17.404574659302718
126,126,0.0018233768437921848,0.0018133518935524319,-17.3956407149381,-17.414797021931456
127,127,0.0018269545590677827,0.001815813422006996,-17.378144759634225,-17.408905703703464
128,128,0.0018244474566992872,0.0018179003688457765,-17.386981104757858,-17.403917145727085
129,129,0.0018183505426631454,0.0018167246169851798,-17.404303143751065,-17.40672691325439
130,130,0.001814887628496922,0.0018155889119952917,-17.405556763866656,-17.40944270539246
131,131,0.0018126173508977612,0.0018121978868485282,-17.40743503328653,-17.417561726822388
132,132,0.0018212405650290784,0.0018144963970898014,-17.396536783666097,-17.412056821418822
133,133,0.0018217525536136836,0.0018176411609410455,-17.39045087495753,-17.404536434831382
134,134,0.0018295731825139566,0.001817439547985008,-17.380192503981352,-17.4050181814631
135,135,0.0018180185141637153,0.00181674944408434,-17.40407070470566,-17.406667563596258
136,136,0.0018311239678182245,0.0018136722868994663,-17.374321174987728,-17.414029753470615
137,137,0.0018266850707994908,0.001818007097187403,-17.38797852757503,-17.403662180328332
138,138,0.0018194840210441923,0.001817363743229132,-17.396025048089374,-17.405199327921633
139,139,0.001830833107137035,0.0018153888859639043,-17.378899052877333,-17.409921200203446
140,140,0.001805827554468949,0.0018181532596875179,-17.432858080606174,-17.403313034190294
141,141,0.0018274273096881423,0.0018170391650576341,-17.389161075244342,-17.405975039986362
142,142,0.0018248583139736474,0.0018169493414461613,-17.385837371563042,-17.406189734659975
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144,144,0.0018306257234425429,0.0018171324076032952,-17.372442783211135,-17.4057521846684
145,145,0.0018175063695585758,0.0018165990354885395,-17.401619511149352,-17.407027130665544
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148,148,0.0018272018120096055,0.0018160108072487148,-17.38274274294092,-17.40843363613653
149,149,0.0018277661682865054,0.0018155116244758431,-17.373795662490902,-17.409627583463912
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160,160,0.0018241116477022926,0.0018136666438199188,-17.393301246025807,-17.414043266177067
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