,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.002015157133465652,0.0018541282594301983,-16.962529424948503,-17.31903002624736
1,1,0.001801745151169598,0.001809015098076902,-17.45158970398367,-17.42600584312858
2,2,0.0018192475995279312,0.0018120508726784273,-17.406675402322314,-17.418723896446146
3,3,0.00178896929329434,0.0017576258519272272,-17.480572708877197,-17.551163440664084
4,4,0.0017689222856376743,0.0017555335867463758,-17.521324673452057,-17.556336330457512
5,5,0.0017625685726033197,0.0017327666711552364,-17.539486312154104,-17.613026898800534
6,6,0.0017274661594521754,0.0017291503701064932,-17.628088313300108,-17.622100138528104
7,7,0.001733879039073651,0.0017207590250396415,-17.612761261897653,-17.643227197982746
8,8,0.0017314944020232436,0.0017311590919761282,-17.612016069446263,-17.617057948335507
9,9,0.0017246931044807292,0.0017364989157373969,-17.638442248795663,-17.603682593431785
10,10,0.0017243945843914582,0.001731572617580624,-17.63939773942821,-17.61602066387875
11,11,0.0017270804046816432,0.0017344957511675986,-17.625094141984373,-17.608695354896888
12,12,0.0017373908572763052,0.0017348135098520863,-17.602254243048574,-17.607899802622626
13,13,0.0017263002143980762,0.0017156161514944152,-17.628382670972385,-17.656226496107262
14,14,0.0017240456504670461,0.0017206021462027963,-17.639312433595716,-17.643623155336982
15,15,0.0017209673917266664,0.0017149816696090919,-17.642339697967472,-17.657832933230903
16,16,0.0017245164556313575,0.001718284010789112,-17.626905634537504,-17.64947826960944
17,17,0.00172906139860717,0.001722195773924652,-17.623284152218048,-17.63960256632015
18,18,0.0017220923525866929,0.0017259609701700117,-17.6398568636001,-17.630118051990276
19,19,0.0017239356739926583,0.0017256802376849872,-17.63006321418702,-17.63082450183291
20,20,0.0017270914185312145,0.0017213858235137242,-17.633651256099697,-17.641645538095986
21,21,0.001719950592702197,0.0017271381680314477,-17.64948726902267,-17.627156940625245
22,22,0.001732993988589067,0.0017188052757103976,-17.61170522180375,-17.6481609777861
23,23,0.001727660913884486,0.0017119243336645397,-17.632731981048767,-17.665582106864818
24,24,0.0017307163696236832,0.00171801528133648,-17.620293281047136,-17.65015753360084
25,25,0.0017312030732804507,0.0017176251858472824,-17.625211814415863,-17.651143762053557
26,26,0.0017247070443153997,0.0017248868672667366,-17.628497037170927,-17.632821601963663
27,27,0.00172605361554234,0.0017281285805725737,-17.633434018019386,-17.624667230021146
28,28,0.0017254154099458734,0.0017193665691210252,-17.631915278417193,-17.64674297633573
29,29,0.0017210817079722266,0.0017309637164304916,-17.644694855079777,-17.617548113047473
30,30,0.001720958810597274,0.0017178779541465797,-17.637671915252955,-17.650504694800176
31,31,0.0017085020579205652,0.0017140040627533668,-17.672808842785773,-17.660309288092392
32,32,0.0017168182356417487,0.0017203307759604957,-17.650072811888403,-17.64430817071911
33,33,0.001721270398006381,0.0017306060027821285,-17.640428895840657,-17.618445700423955
34,34,0.0017324165901956485,0.001724413822797176,-17.625117883521554,-17.634012803442296
35,35,0.0017212940399179753,0.0017315915136254933,-17.641242565706957,-17.61597327110321
36,36,0.0017301739234304458,0.0017171017151620042,-17.623562522361187,-17.652467537936573
37,37,0.001718508690528418,0.0017326185234675282,-17.64383816028168,-17.61339822677537
38,38,0.001731387435545012,0.00172165740207818,-17.61419422371169,-17.640960417030332
39,39,0.0017245950923810147,0.0017162876166893464,-17.63177390774292,-17.654527068312266
40,40,0.0017167482448300136,0.001717694624523191,-17.646252649570073,-17.650968192759013
41,41,0.0017214389541906486,0.0017233485061871378,-17.63674908510921,-17.636696637742904
42,42,0.0017199998219814344,0.0017310377872107846,-17.643453970867316,-17.617362275282108
43,43,0.0017223418618254748,0.0017123291219927762,-17.63485587083959,-17.664555329259787
44,44,0.001719963087546687,0.0017125019926185672,-17.64287308173984,-17.66411690320948
45,45,0.0017239978865806742,0.0017146514115953131,-17.630671355217782,-17.658669344765524
46,46,0.0017214691141601076,0.001713865963546069,-17.63964135592912,-17.6606592180679
47,47,0.0017287621092166483,0.0017216647239892107,-17.623834499204193,-17.640941947276755
48,48,0.0017259454309037818,0.0017171000424576434,-17.6304601293867,-17.65247176859234
49,49,0.0017303260458518088,0.0017242395919502566,-17.62168050278676,-17.63445162686906
50,50,0.0017351585622761667,0.0017109117409410445,-17.61059535846334,-17.668151692059514
51,51,0.00171964470964386,0.0017246129175059889,-17.643157397463348,-17.633511411368413
52,52,0.0017162652880663878,0.0017175448837837106,-17.650131345988356,-17.65134680727341
53,53,0.0017290851401318749,0.001713389947422241,-17.62391824711726,-17.661865612819703
54,54,0.0017114747147623105,0.0017212559040145653,-17.66486029520358,-17.64197332893842
55,55,0.0017263930874214192,0.001713431660870188,-17.62678318264109,-17.66175988265726
56,56,0.0017311394637085729,0.00171836085102864,-17.621790221058408,-17.649284061052185
57,57,0.001720118671223598,0.0017162346477179152,-17.642712828045752,-17.654661104628623
58,58,0.0017224136828780942,0.0017131824953187454,-17.640878391843597,-17.66239147535682
59,59,0.0017249023856249514,0.001710548053348535,-17.63426711808619,-17.669074967647447
60,60,0.0017247619839461962,0.0017108869567317398,-17.6294587086226,-17.668214604266165
61,61,0.0017283740765463137,0.0017226928428403642,-17.62522094440589,-17.638349264325615
62,62,0.0017156623299089597,0.0017139599229650277,-17.64524030893131,-17.660421130962323
63,63,0.0017126393396426568,0.0017286317153392655,-17.656699518043478,-17.62340299046928
64,64,0.0017225394162262992,0.001709397814824785,-17.634335522282555,-17.671996313667698
65,65,0.0017201529933408518,0.001721971190387481,-17.64676535975819,-17.64016894647575
66,66,0.0017239598907799144,0.0017142281254851504,-17.641140222815178,-17.659741594874376
67,67,0.0017211455695772754,0.0017138221913850621,-17.634516964593377,-17.660770138356604
68,68,0.0017236676955230765,0.0017279454960340732,-17.640634783844387,-17.62512736254785
69,69,0.0017238005338063866,0.0017200747664135538,-17.63079337316681,-17.644954510415914
70,70,0.0017266992645184557,0.0017149008038502775,-17.62508176578952,-17.658037718981472
71,71,0.0017266681156188402,0.0017223693430423737,-17.624520990028024,-17.639164890691678
72,72,0.0017293131413399097,0.0017149934827006962,-17.62259372858945,-17.657803018375724
73,73,0.0017285251920351509,0.0017197494529873918,-17.625512439665417,-17.645775958357905
74,74,0.001715085828033535,0.0017199646130106167,-17.659800640605283,-17.645232641040586
75,75,0.0017213045016948863,0.0017117954435219105,-17.647117549588522,-17.66590909786516
76,76,0.0017174743679976186,0.0017189839242124244,-17.650369768605447,-17.647709605964337
77,77,0.0017244254212500048,0.0017219709514297154,-17.6416541548134,-17.640169549145803
78,78,0.0017072171424083488,0.001726883316510602,-17.666944041298557,-17.627797820306533
79,79,0.0017261643265133973,0.0017151211351646406,-17.6233749296566,-17.657479771097456
80,80,0.0017198580389208708,0.0017210075166076422,-17.642292717325624,-17.64260008678468
81,81,0.0017217860218694376,0.001716352674472881,-17.63855375892557,-17.654362447297533
82,82,0.0017220294775114847,0.0017202864278500016,-17.63379540026647,-17.644420128187964
83,83,0.0017243053694495681,0.0017215755988696688,-17.62880216573088,-17.641166773568244
84,84,0.0017093182361406303,0.0017144501295038744,-17.665259645031675,-17.65917919086177
85,85,0.0017189492181077907,0.0017299081787074868,-17.64997664545898,-17.620197238681968
86,86,0.0017262693967420569,0.00172462305176611,-17.627056441265633,-17.63348589120518
87,87,0.001727815742662042,0.0017103933006230938,-17.62724694308792,-17.669467890225242
88,88,0.001717793329177213,0.001721421526254792,-17.65290532542116,-17.641555463329325
89,89,0.0017163824870913605,0.0017131515839872392,-17.65190129766856,-17.662469836779795
90,90,0.001723475725457226,0.0017165255573529162,-17.641745936621938,-17.653925017969673
91,91,0.0017151174870002823,0.0017249085940420628,-17.65606122125292,-17.632766898322593
92,92,0.0017216425261834694,0.0017254381305783202,-17.64550800112513,-17.6314338450626
93,93,0.001712835482657724,0.0017117939730125823,-17.656252854744643,-17.665912828651827
94,94,0.001716162904991394,0.0017156770857247082,-17.655477672919883,-17.656072248725014
95,95,0.001732274521497491,0.0017085501213410968,-17.61865791531808,-17.674150522080087
96,96,0.001723102770371305,0.00172155884731757,-17.63963472109068,-17.641209032194816
97,97,0.0017221105145770557,0.0017154995217233111,-17.644545012753255,-17.656521745063344
98,98,0.0017271023999765208,0.0017094577380799148,-17.628264175204304,-17.67184407360584
99,99,0.001714258967207495,0.0017001830641866515,-17.656723439629776,-17.69547090036756
100,100,0.00171601722141747,0.001709490199573338,-17.65651767856149,-17.671761604684253
101,101,0.0017215091838338173,0.0017032643142891558,-17.642609681817895,-17.6876072836656
102,102,0.0017263676824777858,0.001710811734052473,-17.62768712246036,-17.668405555004245
103,103,0.0017182695794581752,0.0017122571344340318,-17.64948618394065,-17.664737913649212
104,104,0.001717294506325396,0.001715263517230357,-17.645248749669808,-17.65711925324442
105,105,0.001719975703607131,0.0017184342907153461,-17.642947681500914,-17.64909845528065
106,106,0.0017217799406690697,0.0017156001903410804,-17.633726848892394,-17.65626690067595
107,107,0.0017180630466756748,0.0017204791626059695,-17.64530505353893,-17.64393358739421
108,108,0.0017188202203299427,0.0017145243473351002,-17.64705537911773,-17.658991190660643
109,109,0.0017277688644922425,0.0017166243633255363,-17.620519776892774,-17.65367503827353
110,110,0.0017307831980192016,0.0017156592741804687,-17.624707893324953,-17.656117335854727
111,111,0.0017273155804339451,0.0017192699382767866,-17.628712339779117,-17.646987062864532
112,112,0.001712974123704756,0.0017136831302195787,-17.659275794836706,-17.66112254333447
113,113,0.0017273274031899793,0.0017246638645270938,-17.626803390556557,-17.633383117749
114,114,0.0017245849522464361,0.00171888279606049,-17.63069118680296,-17.647965109751635
115,115,0.001724962037075887,0.0017240250630206184,-17.638629505015384,-17.634992007262056
116,116,0.0017181446898210141,0.0017164910677820444,-17.64211396964422,-17.654012280176353
117,117,0.0017353432473832184,0.0017169427959934662,-17.617297309694337,-17.652869499633862
118,118,0.001719102917536709,0.0017314827081894404,-17.64231684092492,-17.61624617083026
119,119,0.0017286592460784716,0.0017176350627682712,-17.62919119343316,-17.65111878873583
120,120,0.0017196233000260654,0.0017232051621632355,-17.65332502431382,-17.637057888572695
121,121,0.0017237996468896565,0.0017146740942017029,-17.64494984059124,-17.658611893638334
122,122,0.0017138384558625288,0.0017238548944557184,-17.657057611157946,-17.635420695439727
123,123,0.0017199607940448314,0.0017214364825600857,-17.640169896370455,-17.64151773048735
124,124,0.001723934319014325,0.0017133022683035386,-17.642768125401545,-17.662087859552365
125,125,0.0017247840728533944,0.0017072453935581603,-17.62867045696426,-17.67746826227619
126,126,0.0017239201391480632,0.001719060629655264,-17.63593197534047,-17.647515817023905
127,127,0.0017212414753997756,0.0017210704053899175,-17.637502040879788,-17.64244139048705
128,128,0.0017254002639524562,0.001707627162288286,-17.63184235925521,-17.676497215475255
129,129,0.0017169785815454328,0.0017068048841074894,-17.657446037005712,-17.6785889887398
130,130,0.001716041183771239,0.0017231458516203258,-17.648840124660673,-17.63720736981476
131,131,0.0017221408281667332,0.0017243071312182828,-17.630454877488834,-17.634281515029066
132,132,0.0017163083029277239,0.001709412262578936,-17.651957459817385,-17.67195960744675
133,133,0.0017206987783735252,0.0017249653434478923,-17.64129692230228,-17.63262401800724
134,134,0.001726377160125172,0.0017147992958167666,-17.63282334050421,-17.658294793230265
135,135,0.0017295534873726902,0.0017085672895375051,-17.62195081194693,-17.674106882649138
136,136,0.0017285153891449584,0.0017252474667896565,-17.625801720676336,-17.631913774219072
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141,141,0.0017374515552649793,0.001716759423480222,-17.607065057105903,-17.653333358557088
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