,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0037644030934334107,0.003634320719069556,-11.233211938736332,-11.383939266774835
1,1,0.0035650987182887866,0.0036060156325172436,-11.473699458028443,-11.41789571555525
2,2,0.0035960655995481406,0.003648782075431786,-11.43486657903151,-11.366692508902414
3,3,0.0036289909105632723,0.003707447505899166,-11.381847159751421,-11.297421661383
4,4,0.0037075017636507444,0.003773428842817482,-11.294237413094603,-11.220810119400653
5,5,0.0036979659302064133,0.0037408883952976843,-11.314320595422387,-11.258424249039061
6,6,0.0037089427909093725,0.0036951734218746424,-11.296984967943837,-11.31182351148238
7,7,0.0036954350851130546,0.00373866146822509,-11.310171452401097,-11.261010346292114
8,8,0.003705997209631137,0.003781963397111548,-11.305403098624904,-11.210998553583273
9,9,0.0037015587878749543,0.0037054149924140227,-11.306561152667843,-11.299803222927714
10,10,0.0037192854257396507,0.0037021761956183533,-11.291847326514407,-11.303600926203428
11,11,0.003697935604615156,0.0037497490227810645,-11.305354709967899,-11.248149760494845
12,12,0.003694051533418986,0.0037307523215483677,-11.317199277243866,-11.270207587571512
13,13,0.0036840746515267287,0.0036967042588481776,-11.324992772106325,-11.310024688264463
14,14,0.0036188119700773782,0.0036669337852416853,-11.400725324551557,-11.345141088002826
15,15,0.003634131026271846,0.0036623607830781686,-11.388074489624746,-11.350560517784372
16,16,0.0036222478446848306,0.003676776529142731,-11.397380064079726,-11.333499419855075
17,17,0.0036148996711660598,0.003671413397808608,-11.402529003500486,-11.339838882446177
18,18,0.0036337055798773606,0.0036323509228072667,-11.393974069322685,-11.386293774341159
19,19,0.0036383816377096568,0.0036534566407729137,-11.382545579239466,-11.361132191610242
20,20,0.003644173907250473,0.0036683593950185335,-11.38261016874743,-11.343452990603
21,21,0.0036228177084865953,0.0036180511754202215,-11.395558646064018,-11.40342471232518
22,22,0.0036185747540565497,0.0036471615864061995,-11.402212918324615,-11.368621716379852
23,23,0.003622747297619575,0.0036507732921132914,-11.394795145193902,-11.36432311954934
24,24,0.0036144858831059687,0.0036382164291449285,-11.409083987490348,-11.37928645987629
25,25,0.003618328217609027,0.0036435780041900122,-11.403448946129648,-11.372891050342293
26,26,0.003618502062889411,0.003633566666394472,-11.405239414149566,-11.384840439012818
27,27,0.0036419312128816374,0.0036838724964151255,-11.376213941128396,-11.325125863734781
28,28,0.0036350296133380268,0.0036379463088355565,-11.38640024805249,-11.379608914895751
29,29,0.0036408502930180007,0.0036606425174364916,-11.377623988602965,-11.352598570396657
30,30,0.003623479818829249,0.003640678907303434,-11.396896543056872,-11.376347990046975
31,31,0.0036404319443576728,0.0036683331954440006,-11.386063702799616,-11.343484008205298
32,32,0.0036138064616849435,0.003670991435156841,-11.407937146727054,-11.34033805419059
33,33,0.003629855458749477,0.0036096145570474235,-11.398382429867773,-11.413563472486274
34,34,0.003620811778879196,0.0036293262566782928,-11.40101070190049,-11.389911659997354
35,35,0.0036253894309599684,0.003640316279703065,-11.397022859461106,-11.376780587959516
36,36,0.0036274905834999894,0.003675867251953796,-11.401141204011276,-11.334573575164226
37,37,0.0036253803841692885,0.0036157837848326095,-11.396745460038764,-11.406147238504385
38,38,0.0036348357134181816,0.0036670860932453684,-11.385053385234073,-11.344960705275058
39,39,0.0036344813379775923,0.003637690415703937,-11.389778276662987,-11.379914408364634
40,40,0.003611798294983113,0.0036742305138001315,-11.413769631793196,-11.33650777082491
41,41,0.003621729710091328,0.00368868123347822,-11.402927304745967,-11.319460504500807
42,42,0.0036306825356039497,0.0036608284388325715,-11.389039580289664,-11.35237800095949
43,43,0.003630196005970086,0.003622368823638872,-11.389555240442803,-11.398245092859261
44,44,0.003622265220571732,0.0036221135922364497,-11.400163525035376,-11.398551106687062
45,45,0.0036463524171717696,0.0036522033256723694,-11.380413506363748,-11.362622290629611
46,46,0.003632570590497446,0.003639916435962445,-11.393590296519063,-11.3772576329583
47,47,0.0036099478794434634,0.003644105671953998,-11.412060668743642,-11.3722621448937
48,48,0.0036301199231565614,0.003650501738057325,-11.388880671958185,-11.364646171146799
49,49,0.0036288603789835553,0.0036519344185331933,-11.390502803561102,-11.362942067969062
50,50,0.0036092076916247606,0.0036472716417751813,-11.410522784597251,-11.368490667296365
51,51,0.0036130505157922653,0.0036443330617131372,-11.4136789245309,-11.371991156493369
52,52,0.0036081505252874083,0.0037097002159019836,-11.418913520417409,-11.294783613469356
53,53,0.0036256873293674177,0.0036580920415489296,-11.400956592673218,-11.355625480691344
54,54,0.0036105469694917964,0.0036617122884643706,-11.413335030565177,-11.35132959157788
55,55,0.00362228591129491,0.003652324605929224,-11.398208511416474,-11.362478075023034
56,56,0.003609492033047928,0.003661010536904398,-11.411502550379842,-11.352161978214282
57,57,0.0036069152723114516,0.0036350809233753304,-11.406209551073703,-11.383030931941903
58,58,0.0036221777770629863,0.003616580837651303,-11.400229267146855,-11.405189997932554
59,59,0.003630654917569044,0.0036365291912500795,-11.394100599576124,-11.381300985630912
60,60,0.003630555064427023,0.00364230894238541,-11.39302313796996,-11.374403965787037
61,61,0.0036244121423356004,0.003646596114298231,-11.398693513063689,-11.36929511801103
62,62,0.003618305198579412,0.003671874341211821,-11.403205981988204,-11.339293662964486
63,63,0.0036372648595265813,0.003654212261991281,-11.39189929980115,-11.36023406080798
64,64,0.003626094634174225,0.003650125753330557,-11.393523889094542,-11.365093497331987
65,65,0.003634449240953191,0.003646366837385454,-11.388969787573851,-11.36956818589507
66,66,0.0036231369048971493,0.0036422411764138623,-11.39948209460414,-11.374484767997261
67,67,0.0036298061322574456,0.003643634496256709,-11.388851552725809,-11.37282371542421
68,68,0.0036366084259310642,0.003650211140905556,-11.382567874039143,-11.364991903794087
69,69,0.0036333339365640866,0.0036693945600602186,-11.389304930416094,-11.342227638891298
70,70,0.003600269858485337,0.0036442046127233064,-11.418691242229936,-11.372144231609356
71,71,0.003605686958648802,0.0036391648218819968,-11.415860278091989,-11.378154509465805
72,72,0.0036199555021816307,0.003660493738655197,-11.403676625938257,-11.352775083444602
73,73,0.0036289773223748835,0.003634826513007283,-11.389305920425112,-11.383334894598907
74,74,0.003628916236735189,0.0036613906880742625,-11.394144602960555,-11.351711039921126
75,75,0.003612466545333875,0.0036559712117243755,-11.410470358156957,-11.35814409362585
76,76,0.003621077693077092,0.003651591606046024,-11.394469028621659,-11.363349765760823
77,77,0.003612634884289552,0.003650133865640352,-11.40973606908819,-11.365083845260518
78,78,0.003644819695444912,0.003654897654134976,-11.377456592722373,-11.359419564842712
79,79,0.0036212492772598856,0.0036352364419910466,-11.403000109162871,-11.382845132964349
80,80,0.003632855323172107,0.0036416491738667615,-11.394169913371599,-11.375190718877025
81,81,0.003634390416411088,0.003665689354468333,-11.385162177335555,-11.346615183733286
82,82,0.003615349785607193,0.00364619473877706,-11.411405685320803,-11.369773165929045
83,83,0.003617806708171349,0.0036526350794654143,-11.404232900447688,-11.362108909553456
84,84,0.0036216367122515573,0.0036770196288431947,-11.401528197603925,-11.333212284187365
85,85,0.003620648598202418,0.003638413330343993,-11.400163441045045,-11.379051424957431
86,86,0.0036044467730236424,0.0036476496729607646,-11.414697313855076,-11.368040554537227
87,87,0.003616957169160554,0.00367842221289481,-11.406467386418665,-11.331556001575084
88,88,0.0036068279560194493,0.0036645033274238046,-11.41467518633446,-11.348020562903178
89,89,0.003626527324722139,0.003657394052041989,-11.389903984319204,-11.356454223958252
90,90,0.003609840189269984,0.003659595416760758,-11.41523628756207,-11.353841016482855
91,91,0.003616183614550331,0.0036422398652097114,-11.407340663932324,-11.374486331454492
92,92,0.0036280482104912247,0.0036390263856829782,-11.39521819507489,-11.378319721056494
93,93,0.0036104995128458614,0.0036450931557307116,-11.41348459896779,-11.37108544833772
94,94,0.003635503152462164,0.0036599764257277314,-11.390092488562463,-11.35338888596041
95,95,0.003619554226968399,0.0036551956283418755,-11.40139870231221,-11.359065510389843
96,96,0.0036310650523483138,0.0036549555431855353,-11.395189014415594,-11.359350778522268
97,97,0.003628388988142161,0.0036517914482637457,-11.394607266253178,-11.363112094063244
98,98,0.0036132413841131117,0.003660194465498391,-11.411624031576345,-11.353130166674568
99,99,0.003599987545329117,0.003658665123542673,-11.423368876984075,-11.354945161958732
100,100,0.0036241949617517055,0.003661553755304531,-11.404060436836495,-11.351517622645208
101,101,0.003628667588009662,0.0036349467148906306,-11.391364069156307,-11.383191277974232
102,102,0.003609710521803996,0.0036402029401965833,-11.411373748884445,-11.376915805574534
103,103,0.00361515665378844,0.0036336485737640607,-11.409546750084818,-11.384742542040001
104,104,0.0036081571333571195,0.0036387352738529444,-11.407051568986422,-11.3786671582697
105,105,0.003632266842520114,0.0036329612577039945,-11.396227568338894,-11.385564101419197
106,106,0.003595039015635848,0.0036261328863666244,-11.434322595079607,-11.393734610874041
107,107,0.003613295011971261,0.0036463099286744467,-11.405221457920192,-11.369635966601539
108,108,0.003628148882140972,0.0036570976341241284,-11.391104762575829,-11.35680621743
109,109,0.00363243188104141,0.0036499909443878814,-11.38556912165436,-11.365253896904612
110,110,0.0036412464891627584,0.003636504413167897,-11.38507015990079,-11.381330577091502
111,111,0.003615709369733315,0.0036528525555408315,-11.408102299810574,-11.36185034047704
112,112,0.0036112651440132525,0.0036260040084782398,-11.412623597073086,-11.393888968014792
113,113,0.0036197992200127887,0.0036467541205255608,-11.405710184378371,-11.36910694322047
114,114,0.0035878551773458104,0.0036750888378408396,-11.431093746481535,-11.335493349275314
115,115,0.0036278354296864,0.0036378093799085995,-11.39799749669979,-11.379772382389552
116,116,0.003619595514802435,0.00371696154194835,-11.402860786155633,-11.28629109033861
117,117,0.0036233908175154752,0.003639707415315666,-11.400294365260358,-11.377507031870607
118,118,0.003632358563391818,0.003644203411807355,-11.38890034519881,-11.372145662789306
119,119,0.003596804527200989,0.0036435559955670647,-11.422640579521328,-11.37291728349102
120,120,0.0036150239619244006,0.0036591707949379555,-11.405034585887119,-11.354344956380407
121,121,0.0036314224497866385,0.0036775301651735056,-11.39486027931131,-11.332609329233952
122,122,0.0036076851184335874,0.003626279030485373,-11.411729567850116,-11.393559580594266
123,123,0.0036302758284758045,0.0036397974104865603,-11.390376221434904,-11.37739964982456
124,124,0.003609752448122065,0.003666692940322192,-11.412523363339261,-11.345426342825526
125,125,0.0036226438488043155,0.0036477678896565187,-11.401589142605225,-11.367899806298492
126,126,0.0036248995912904593,0.003641697982522218,-11.39658599124202,-11.375132511217064
127,127,0.003604285342177165,0.0036542973432101703,-11.418684919143175,-11.36013294496939
128,128,0.003608470566609164,0.0036461824600241685,-11.414622687794225,-11.369787791049166
129,129,0.0036181214567965144,0.003692902771658019,-11.407318914797337,-11.314493031570231
130,130,0.00361392929785184,0.0036579526250103585,-11.409753191372086,-11.35579100136858
131,131,0.003619305391018231,0.0036176684631132766,-11.39959769877281,-11.403884127149194
132,132,0.0036235931449444944,0.0036566316052094885,-11.399876798196233,-11.357359680047185
133,133,0.0036116286334533666,0.0036730462268583083,-11.41304011371854,-11.33790782503937
134,134,0.0036249765550199244,0.0036398252276213547,-11.391813875402361,-11.377366459015795
135,135,0.0036161141734109403,0.0036575843236948315,-11.406432876176495,-11.356228293204484
136,136,0.0036188470578954086,0.003659253523341919,-11.401162428693272,-11.354246769973669
137,137,0.0036261807503082705,0.0036366430821975597,-11.389932490957051,-11.381164972875613
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140,140,0.003611247525694444,0.0036732966545969248,-11.410763756679208,-11.337611733809235
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