,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.007306414934777722,0.007190467079022997,-8.354438991147974,-8.439038829530713
1,1,0.006996449303918893,0.0068879852708625166,-8.538236875798372,-8.625687754337445
2,2,0.0067084246391872155,0.006616198825404832,-8.72228050940188,-8.800524373369585
3,3,0.006465331113599625,0.006386791135331518,-8.887627912167144,-8.953782713612437
4,4,0.00623238534599389,0.006153779717064218,-9.04480741766086,-9.115190391666948
5,5,0.00601254498163603,0.005949506634160092,-9.19199779475991,-9.261800320605838
6,6,0.005840982747331415,0.005766667254073055,-9.323438751928684,-9.397360925458262
7,7,0.005678481744007044,0.005603790283203125,-9.453664717517093,-9.521791113546314
8,8,0.0054826694876723685,0.005472129088287291,-9.596616224778604,-9.625046512930115
9,9,0.005393557826575544,0.005323967822876416,-9.676674882576226,-9.744255631819948
10,10,0.0052243602010853514,0.005199690913095286,-9.810814711948566,-9.84683456698186
11,11,0.005110692252049741,0.005081185605376959,-9.909577348252313,-9.946959260989521
12,12,0.005010145284312288,0.004971929409198071,-9.996219769041756,-10.04136031235965
13,13,0.004901733187017674,0.004892303412289996,-10.08022871286077,-10.111476017927728
14,14,0.004815433966475971,0.0047991548566833925,-10.167776544472352,-10.194962214416714
15,15,0.004741080138909141,0.004725544296793248,-10.241693057309178,-10.262091466379616
16,16,0.004644407410673874,0.004668479834340121,-10.317630211039328,-10.314854979963151
17,17,0.004587997115918042,0.004619207110648092,-10.367163476274337,-10.360935501181213
18,18,0.004563167004740422,0.004565951733016654,-10.401767714083903,-10.41129668970968
19,19,0.004515152530187799,0.004542985685953968,-10.441487865576327,-10.433196167521416
20,20,0.00451034340604218,0.004516279275872205,-10.453877413805177,-10.458801953813786
21,21,0.004478183536569483,0.00450599524437597,-10.474357377403221,-10.468702561592458
22,22,0.004484618423487415,0.004512238169186993,-10.475137520746774,-10.462689702742779
23,23,0.004487187673635397,0.00450376935891415,-10.46976380588685,-10.470848432956803
24,24,0.004463971232438518,0.00450293168327526,-10.483165108008325,-10.471656271269495
25,25,0.004460200345738954,0.004524878765407361,-10.49291002500659,-10.450540375017138
26,26,0.004466751527962918,0.004530171422581924,-10.493886450073344,-10.445463490804334
27,27,0.004499044869402328,0.00452216246508454,-10.458227511085695,-10.453148242599005
28,28,0.004498323267229746,0.004525549048067708,-10.461410105495283,-10.449897090374167
29,29,0.004496300348186309,0.004512922176601071,-10.458310915493083,-10.462031408297687
30,30,0.0045038888845400716,0.00451676491157789,-10.455022204959665,-10.45833498187604
31,31,0.004484961731071325,0.004508249339108404,-10.47487019903407,-10.466530574987654
32,32,0.004505424381032125,0.004531617693014835,-10.45297439400316,-10.444077214285041
33,33,0.004498988514785299,0.0045363340820921095,-10.456401986029917,-10.43955954152658
34,34,0.00447972245591203,0.004538607121886392,-10.470279615260978,-10.4373839491161
35,35,0.004501519484695085,0.004533656750266489,-10.452208871196863,-10.442123492236902
36,36,0.0045035340314366155,0.004533329954076754,-10.451868586260307,-10.442436552764283
37,37,0.004500028091607634,0.004547361259985911,-10.453146396077015,-10.42901527582324
38,38,0.004515152904637081,0.004531865939497948,-10.44184281077153,-10.443839310004158
39,39,0.00450776467944697,0.004540330803904094,-10.447702992544002,-10.435734889272407
40,40,0.004509557537811319,0.004537021765779508,-10.441159714817292,-10.438901224501851
41,41,0.004531558531038847,0.004544128639329421,-10.429352448631095,-10.432103679127675
42,42,0.004493965148042465,0.004541713768910421,-10.454782636699939,-10.434412248603254
43,43,0.004512495409274839,0.004552713815907114,-10.442800361613592,-10.423906338260975
44,44,0.004514429670249678,0.0045429526485110585,-10.439534656644867,-10.433227750344509
45,45,0.0045064937169711616,0.004535976380697991,-10.447737383473186,-10.439902007191424
46,46,0.004480799348045563,0.004512207214965632,-10.467884207852238,-10.462719495703912
47,47,0.004480290505074963,0.004514972238164199,-10.467227200235019,-10.460059009421876
48,48,0.004469433328924105,0.004507430682056828,-10.478994360531448,-10.467319285856302
49,49,0.004487547202554253,0.004488985176737371,-10.473330044993702,-10.485128138908813
50,50,0.004446702778877057,0.004503194218207347,-10.5050823496965,-10.471403071450638
51,51,0.004450609888305369,0.004480830638816482,-10.500334226563004,-10.493024559236693
52,52,0.004445696460832025,0.004456719971801105,-10.510527310039638,-10.516456381885337
53,53,0.0044045096320897035,0.0044670446383717815,-10.546626937883536,-10.506406928732384
54,54,0.00442010289557355,0.004445300952188279,-10.529856845273585,-10.52759816636094
55,55,0.00440615591276245,0.004441664872789069,-10.54082523844421,-10.531151976149467
56,56,0.0043991219453974485,0.004435649999466382,-10.558119978227378,-10.537037149156669
57,57,0.004423316784164647,0.004437233027266829,-10.534126325101859,-10.535487483183035
58,58,0.0043591769392957395,0.004418451608599801,-10.5863401967951,-10.553908822817847
59,59,0.0044024408958161,0.004412622950775058,-10.557894819650834,-10.5596416569837
60,60,0.004406292553146168,0.004417156653576775,-10.551790994475684,-10.5551818349482
61,61,0.004380260925432763,0.004399101249873638,-10.579796963429938,-10.572970273638111
62,62,0.004378103833530367,0.004388012482147468,-10.57766920761836,-10.583931308940038
63,63,0.0043603357878158385,0.004397485258155747,-10.587147260339432,-10.574565929619295
64,64,0.0043926087505731385,0.004392828988401513,-10.568741103574927,-10.579166885610015
65,65,0.004369306147636212,0.004391658659044065,-10.58406665968376,-10.58032407907503
66,66,0.004367827164182036,0.004432454362119499,-10.578656328641163,-10.540167125235884
67,67,0.004394402228218993,0.004416461617342736,-10.566790322409105,-10.55586524777527
68,68,0.0043788052250429525,0.004429618117252463,-10.573604633468623,-10.542946984100734
69,69,0.0044135026652942,0.0044411528169324525,-10.538839999798116,-10.53165267995983
70,70,0.004421386786150871,0.004437248296055354,-10.532449841186542,-10.535472538871677
71,71,0.004435414136339401,0.0044721998519411214,-10.515805282743962,-10.501397822969981
72,72,0.004450634813185819,0.0044929348912678265,-10.506252875119975,-10.481308600718206
73,73,0.004454538749396494,0.004513417836278677,-10.501284776652444,-10.461554443630291
74,74,0.004488957916223204,0.004534440703297916,-10.470066912062485,-10.441372581743911
75,75,0.004535030146350258,0.00454181065096667,-10.428660868608556,-10.434319607596345
76,76,0.00452845431768249,0.004563923165398209,-10.426688661493252,-10.41322660824013
77,77,0.004570212282394011,0.004589056155007137,-10.39642156196258,-10.389376131249525
78,78,0.00455730512123747,0.004592245738757284,-10.400942072607858,-10.386358653567143
79,79,0.00457948712228807,0.0046132999031167285,-10.382363164156843,-10.366492968899541
80,80,0.004581649749318964,0.0046084153122807805,-10.385186487102107,-10.371093742172734
81,81,0.0045900091855335485,0.004632459120138695,-10.36961753043768,-10.348493896850805
82,82,0.0046399963453181625,0.004646704042036282,-10.335616060317726,-10.335159729260411
83,83,0.0046053720378921815,0.004639636896746724,-10.356307644210457,-10.341769916878592
84,84,0.00463600209482091,0.004645581381689561,-10.330422082698462,-10.336209127064658
85,85,0.004644372145232466,0.004652374178955429,-10.324366936233282,-10.329863485004182
86,86,0.00463674493978933,0.00465074380075461,-10.324881194201929,-10.331385693504224
87,87,0.004655235691821759,0.004639792158023307,-10.310074294361595,-10.341624586567251
88,88,0.004654629559246535,0.004657276072784474,-10.312520691300238,-10.325290025035223
89,89,0.00463340009956323,0.0046639016731397104,-10.327544143147733,-10.319115993734405
90,90,0.004635884551350603,0.004658969413293035,-10.33604981844512,-10.323711259323114
91,91,0.004615742929241399,0.0046554914381551115,-10.344996095994375,-10.32695452912667
92,92,0.004642184396495217,0.004646886458718463,-10.31910841101006,-10.334989240667262
93,93,0.004634520730253347,0.004637126933391157,-10.337788416130987,-10.344120010686435
94,94,0.0046508287838132115,0.004620094832621123,-10.319179671871419,-10.360100951649434
95,95,0.0046153579185688005,0.0046537164108533605,-10.349750264430476,-10.328610705643992
96,96,0.004630267524074034,0.004657557405727475,-10.331398849411721,-10.325027687882248
97,97,0.00463272503951622,0.004637814175925757,-10.334369869612619,-10.343476414921168
98,98,0.004637964573909634,0.004624867248103807,-10.32862158002813,-10.355617139005343
99,99,0.004638944723710571,0.004625723354126278,-10.328507516371928,-10.354813293848784
100,100,0.004601005752830161,0.004612953867763281,-10.35852308595616,-10.366818737620733
101,101,0.004619578974916763,0.004632629944305671,-10.346503882329285,-10.348333751616181
102,102,0.004598618062577911,0.004614074150786588,-10.362723885689157,-10.365764155936132
103,103,0.004590040648874548,0.004611893851113946,-10.364938059413571,-10.367816823220814
104,104,0.004590094804802199,0.004627699326527746,-10.370817243772997,-10.352958512211739
105,105,0.004577234953872322,0.004602219835904084,-10.377491631963455,-10.376936252630848
106,106,0.004587239657826338,0.004614651742342271,-10.368229735772918,-10.365220538477647
107,107,0.004577068194324516,0.00460801844632155,-10.382697442290043,-10.371467762538465
108,108,0.004576408275470291,0.004604700389073083,-10.38345955502903,-10.374596076865
109,109,0.004591153396927204,0.004604472729720567,-10.369748018078438,-10.374810800161642
110,110,0.004597933809320952,0.004581607780174205,-10.367548119667662,-10.39643077598025
111,111,0.004591206703143022,0.0045993302115484285,-10.38106476720672,-10.379663940786033
112,112,0.004568343564445518,0.004588762592328222,-10.385940116945871,-10.389653959032136
113,113,0.004570894226547062,0.004592996017125092,-10.388475909403818,-10.385649163791228
114,114,0.004555182137824211,0.004583681639479964,-10.405667853444525,-10.394465391960463
115,115,0.004563647111128901,0.004577692867697854,-10.396149795436289,-10.400143341064677
116,116,0.004596251989570782,0.004575652070343494,-10.373525591012623,-10.402079916273774
117,117,0.004555332291986525,0.004586414899677038,-10.399583239027322,-10.391876455516273
118,118,0.004563201602894007,0.004571607164842517,-10.395025642756694,-10.405920805021385
119,119,0.00454996346217609,0.004589105931747901,-10.414627701649833,-10.389329024293607
120,120,0.004548300710535541,0.004578350773571353,-10.409486219706466,-10.39951921802167
121,121,0.004547403443643113,0.0045753994858578634,-10.404928249844135,-10.402319661504535
122,122,0.004546492331728493,0.0045693015042496355,-10.401659064820413,-10.408111693761477
123,123,0.004572207914646139,0.0045745293609797955,-10.389524793714791,-10.403145657947952
124,124,0.00453024812657194,0.0045655140114065846,-10.425158724871826,-10.41171305239521
125,125,0.004562911121462731,0.004576002174106084,-10.399287129821687,-10.40174763070398
126,126,0.004554656771078859,0.00456053989106103,-10.4088851162488,-10.416447263381471
127,127,0.004541071861521485,0.004577391241726123,-10.413373569111435,-10.400429508823713
128,128,0.004568929543968328,0.004574995267351991,-10.392994302820437,-10.40270336050645
129,129,0.004561765009018871,0.004562665414261191,-10.409338250118743,-10.414423625892681
130,130,0.004544041618781606,0.004551623727342016,-10.419399868599783,-10.42494632485774
131,131,0.0045610043585070014,0.004564060878596808,-10.39631067412731,-10.41309556488608
132,132,0.004575047085119277,0.004566000161790534,-10.3903129852095,-10.41125062650325
133,133,0.0045437427218427365,0.004560886441092742,-10.416751156158348,-10.416117260679991
134,134,0.004564548295336901,0.004558235946062364,-10.4004256840321,-10.4186418356326
135,135,0.004563200633166377,0.004566389234050324,-10.404703327985459,-10.410880576720512
136,136,0.0045438079960337,0.004572657182028419,-10.423022605514173,-10.404923422062085
137,137,0.004568734499097792,0.004548959139930575,-10.395076873312759,-10.427489493046602
138,138,0.004563340854821438,0.0045693250078904,-10.399535962227196,-10.408089354515038
139,139,0.004543034201391886,0.004552321091882493,-10.419272157652365,-10.424280983451549
140,140,0.004547663345049645,0.004562045937698139,-10.414135722964806,-10.415013310854842
141,141,0.004525026810576313,0.00455956967351468,-10.432801904626912,-10.417371287649452
142,142,0.004524499917230041,0.0045707707881535355,-10.423436908093874,-10.406715420566046
143,143,0.004548516350116619,0.004565522858971043,-10.413598616617232,-10.411704636158419
144,144,0.004547560712341795,0.004561438249718202,-10.415662767825681,-10.415591851972192
145,145,0.004561221827128806,0.004552514120740325,-10.404329435188682,-10.424096836532115
146,146,0.004555785678058248,0.00457985684471695,-10.40626065683232,-10.398090819756323
147,147,0.004542668129211848,0.004565969109535217,-10.420387630046681,-10.411280161913925
148,148,0.004522756159728028,0.004559611166386228,-10.430267689198214,-10.417331766281318
149,149,0.004545218551281802,0.004560640718983977,-10.416535655741242,-10.416351247279103
150,150,0.00451964516787953,0.004563559704509221,-10.437545629034483,-10.413572484668073
151,151,0.0045271347728125825,0.004555246915276113,-10.428836482631102,-10.421490624933035
152,152,0.004514512389936705,0.004557175953921519,-10.440504994805968,-10.419651880476994
153,153,0.00453996922840009,0.004569648250349258,-10.42248190951539,-10.407782137473712
154,154,0.004546048100461665,0.004568780600828559,-10.417274547807978,-10.408606820592297
155,155,0.004508838143929378,0.0045683631967557104,-10.441973483438073,-10.409003610420067
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158,158,0.004545977391955471,0.004541066205619197,-10.417954749313704,-10.435031515315265
159,159,0.004537515659077266,0.004563827680325822,-10.420378533612524,-10.413317471018361
160,160,0.004562359917716882,0.0045532105049412505,-10.400583790221823,-10.423432560312992
161,161,0.004537403501915871,0.00456537825888709,-10.41929188198283,-10.411842188887855
162,162,0.0045537347713312535,0.0045556875288878616,-10.403964724206665,-10.42107056689935
163,163,0.0045315936764644595,0.004549809339407243,-10.430081314309414,-10.426677873445229
164,164,0.004554320381205414,0.004546847831653922,-10.404690830667471,-10.429505651818394
165,165,0.004559678270375913,0.0045571992124773955,-10.402285483938389,-10.419629715353683
166,166,0.0045392775821701155,0.004550969007572061,-10.417260861254531,-10.425571072535805
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169,169,0.004529389523968254,0.004552449148736502,-10.425128828426807,-10.42415881807318
170,170,0.004546101469085696,0.0045565758145561346,-10.416012439940879,-10.420223845177716
171,171,0.004532023409823167,0.004554790738773973,-10.424175822966825,-10.421925562625596
172,172,0.004516570872060724,0.004558718493698459,-10.433227113016471,-10.418182103652605
173,173,0.00452691397255229,0.004559440513778674,-10.436086160878803,-10.417494312757402
174,174,0.004540306381573996,0.004561125840011396,-10.415689389361534,-10.415889307403532
175,175,0.004521361379356114,0.004550442540724026,-10.430875805331842,-10.426073503715953
176,176,0.004517307490609663,0.004545915479722776,-10.436206668044692,-10.430396283821981
177,177,0.004519243038153833,0.004567291293489306,-10.431156289111154,-10.410022741947792
178,178,0.004516361358085859,0.00456745515724546,-10.441063475021357,-10.409866930014811
179,179,0.004555105399724441,0.004543006346610032,-10.406814711347824,-10.433176416659016
