,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.002338440419107522,0.0023519503148762802,-10.29155106531821,-10.276499039352842
1,1,0.002237958711159137,0.0022185776676786574,-10.490217813244925,-10.530034098898708
2,2,0.002169255728919789,0.002212230643061431,-10.621989546384413,-10.542476432034649
3,3,0.0021670367424712353,0.00219681838184203,-10.618225269932108,-10.572838930734687
4,4,0.002176321627687394,0.002213980157026335,-10.596371179103304,-10.539043227721269
5,5,0.0021964513082249264,0.0022421775532788352,-10.576842739749221,-10.484080464549294
6,6,0.0022097338139818808,0.002232044248988754,-10.532330665139249,-10.503752469450728
7,7,0.0021051275783900134,0.0020926496455151784,-10.742348129882622,-10.783815227303279
8,8,0.002021779649478105,0.002091394406498263,-10.916625117349914,-10.786421047835255
9,9,0.0020634281537831598,0.0020875514386908003,-10.833245683986892,-10.794408613337222
10,10,0.0020749465797634164,0.002069183625280857,-10.816848030655017,-10.832790140213183
11,11,0.0020783207110446136,0.0020694554489302007,-10.809622610164162,-10.832219655524792
12,12,0.0020665434025919313,0.00209976158006803,-10.82400721441311,-10.76908061884745
13,13,0.0020719858488912894,0.002090603676869681,-10.814437030425704,-10.788063370531809
14,14,0.002068547723987668,0.0020850638148227803,-10.826711537714644,-10.799586955366332
15,15,0.002064972541045359,0.0020702279564973557,-10.825720668470337,-10.830598779024438
16,16,0.002078691681069274,0.002099770746242843,-10.80245941447459,-10.76906166045479
17,17,0.0020668444154092794,0.0020994052021323065,-10.82337227684691,-10.769817779238338
18,18,0.002065433065656611,0.0021014309390202947,-10.833419713899342,-10.765629249189208
19,19,0.0020684720324256373,0.0021042354331400836,-10.823047784286747,-10.759837175384448
20,20,0.002065314334029927,0.002087638309029372,-10.824074344913118,-10.79422789192829
21,21,0.002073832135887567,0.0020898698436978614,-10.810366967566125,-10.789588076758815
22,22,0.0020752719629882383,0.0021003883233980127,-10.810103364327336,-10.767784516669874
23,23,0.002055755263127233,0.0021112279990982068,-10.847283117508583,-10.745429100712977
24,24,0.00208051814265626,0.0021060081688981306,-10.796019076894137,-10.756179955157492
25,25,0.002059266582064177,0.002094469045435912,-10.838866980810007,-10.780041007110349
26,26,0.0020691571353944308,0.0020916117232685025,-10.82311170047416,-10.7859697959303
27,27,0.0020853328667389055,0.002095782528876474,-10.79566522007076,-10.777318313167637
28,28,0.0020742731135261734,0.002078854589183864,-10.810730652749676,-10.812539343809338
29,29,0.002079130553630824,0.002093948840506767,-10.81158465167399,-10.781119801717287
30,30,0.002070192506863284,0.0021000010034951722,-10.824120552403576,-10.768585446697642
31,31,0.0020770474838707406,0.002104420496739055,-10.801131355046712,-10.75945523824715
32,32,0.0020687071661724104,0.002087915732868408,-10.820609981131657,-10.79365080136062
33,33,0.0020772312652588506,0.002082182572370297,-10.808152227104415,-10.805592397719703
34,34,0.002062450219473811,0.002102067326440623,-10.839129720882813,-10.764314251396138
35,35,0.0020679005628125263,0.0020984649217050326,-10.825874306811352,-10.771763330652695
36,36,0.002073197728791034,0.002098329500050137,-10.809618879075511,-10.772043605889275
37,37,0.0020813906274870344,0.002107886548497175,-10.792896242614617,-10.752308145330595
38,38,0.0020769329443958004,0.002098259234212731,-10.808287568928087,-10.772189038608023
39,39,0.002077025567786288,0.002107886671039619,-10.806833334402981,-10.75230789285256
40,40,0.002076329345354023,0.002094173644620337,-10.80464812854921,-10.780653572821294
41,41,0.002079275980370945,0.0020949533576832004,-10.80033613721261,-10.7790368871281
42,42,0.0020715082352308883,0.0020801651316057694,-10.816521150552813,-10.80980234615517
43,43,0.00207266015643926,0.0020819968347878834,-10.807189531056487,-10.805979820062937
44,44,0.0020799887853857014,0.0021017285823625954,-10.796030366913087,-10.76501416493797
45,45,0.0020705847832921545,0.0021421227751201705,-10.810065052162743,-10.682336882670477
46,46,0.002070092280472139,0.0021091866012858717,-10.824076362634257,-10.749630431427391
47,47,0.002079777250344836,0.0021151907766531956,-10.802372341188782,-10.737285028765593
48,48,0.002058193059974187,0.002096060479648019,-10.83943690882296,-10.776742373246918
49,49,0.0020634018211174257,0.00208795180936393,-10.833668944764716,-10.793575761514294
50,50,0.0020835981836312056,0.00209308907046522,-10.791352434051886,-10.782903369948276
51,51,0.002064963278226247,0.00211343524585429,-10.838416578046292,-10.740891010370586
52,52,0.0020676085931853844,0.002114935961895083,-10.818680235314375,-10.737808250173979
53,53,0.002074943825400905,0.0021052396929773843,-10.81049502446567,-10.75776497160158
54,54,0.0020820041974411183,0.002111667840692558,-10.795251130193506,-10.744524409783928
55,55,0.0020691140173195103,0.002110943455543173,-10.814993380797901,-10.746014466311353
56,56,0.002079825541100551,0.0021016968193611034,-10.794897735075644,-10.76507979948579
57,57,0.0020714241377625267,0.0021031771320849657,-10.819281057953003,-10.762021959077504
58,58,0.002070242758677101,0.002119301769294237,-10.8088253501959,-10.728852462356768
59,59,0.0020692681716082944,0.0020971666825445076,-10.824533721705823,-10.774450974253387
60,60,0.0020788185377653267,0.0020813388921516506,-10.810023575397468,-10.807352473518936
61,61,0.002068807140530385,0.002108076428014197,-10.81984041639944,-10.75191694822102
62,62,0.0020705515617197474,0.0021056068914109155,-10.815859240296149,-10.757007536009215
63,63,0.002072408563726265,0.0021124776379254306,-10.816347314461694,-10.742859266025098
64,64,0.0020793576775233924,0.002134360826427215,-10.79880869905609,-10.698102055658204
65,65,0.002058783967345569,0.002102159233273644,-10.833878451989543,-10.764124372806725
66,66,0.0020873196790302077,0.0021043665290467048,-10.784608902181365,-10.75956661414166
67,67,0.002062083211170567,0.0021134517400672563,-10.833059950526389,-10.740857116179903
68,68,0.0020660511890099836,0.002087383592305215,-10.826806573497192,-10.794757815222113
69,69,0.0020672219034918037,0.002097553696091238,-10.825558176724456,-10.773649596172978
70,70,0.0020714395321886413,0.0020939871227662814,-10.828565486523644,-10.781040403301418
71,71,0.002080864645060651,0.002098425021885257,-10.795129898977965,-10.77184590737875
72,72,0.0020752450854507917,0.0020830226253326003,-10.81080036114954,-10.803840597490595
73,73,0.0020716339313741963,0.0021117740237203086,-10.818202492018855,-10.744306034797297
74,74,0.0020687391671841754,0.0021060648447784936,-10.822721614344676,-10.756063081484978
75,75,0.0020723183802569037,0.0021075629996822067,-10.817002444046238,-10.75297481427604
76,76,0.002067087461797463,0.002099721484180344,-10.82630059804075,-10.769163550115435
77,77,0.002074367969210461,0.0020841188655283892,-10.809241225664802,-10.801555620703036
78,78,0.00208311512125368,0.0021092381548920743,-10.798738255581469,-10.749524280681598
79,79,0.0020922535727971917,0.002099727121132769,-10.781396891970058,-10.76915189097842
80,80,0.0020566059218854018,0.002114810686754553,-10.842899387390805,-10.738065505781877
81,81,0.002071974095744417,0.0020976455293987926,-10.817505552815751,-10.773459461227826
82,82,0.0020885566158277778,0.002124011332757379,-10.785437538449393,-10.719212173201278
83,83,0.00206059220933461,0.0020966411102563143,-10.838305492227796,-10.775539498845239
84,84,0.002078830026877449,0.002108814329595158,-10.801957225495297,-10.750397029368523
85,85,0.002076605070843217,0.002083389186545422,-10.804993759776693,-10.803076412289482
86,86,0.0020779943544916887,0.0021111306758891594,-10.803762254234186,-10.745629306029063
87,87,0.002070606530154335,0.002093527441550242,-10.81680801910573,-10.781993890212549
88,88,0.002073673953868679,0.002107777044569191,-10.812624977231298,-10.752533765571066
89,89,0.002072699167573652,0.002083897247518364,-10.812360300872106,-10.802017459027674
90,90,0.0020666816535876275,0.002097165567408267,-10.825387653813756,-10.774453283548343
91,91,0.0020885146259013374,0.002122624152290978,-10.79148042784086,-10.722049453893302
92,92,0.002065135128844107,0.002106859115883708,-10.834541308347827,-10.75442551306249
93,93,0.002065466039996479,0.0021169124122120834,-10.832258326817747,-10.733751575865458
94,94,0.0020777536832161016,0.0020964901134567825,-10.811951659633062,-10.775852282172789
95,95,0.0020773394594986723,0.0021138391457498074,-10.811707269429188,-10.740061106843402
96,96,0.0020634454324572663,0.0021057345928918374,-10.832804058586461,-10.756744151770635
97,97,0.0020594480099425335,0.002090004775182981,-10.838007455027533,-10.789307685575892
98,98,0.002072812678513223,0.0020991935713314696,-10.812729237760745,-10.77025559239478
99,99,0.002072429618097304,0.002093917972065116,-10.820742186762711,-10.78118382473652
100,100,0.0020683217762498974,0.0021029936983004995,-10.823410939260189,-10.762400756247905
101,101,0.002071937447721043,0.0020857802959845253,-10.810376992561748,-10.79809486498977
102,102,0.0020774924124293413,0.002113809711054752,-10.806768363484661,-10.740121581712874
103,103,0.0020826404287777457,0.002102358450524901,-10.803316653716939,-10.763712820474247
104,104,0.002069479020158808,0.0020949127471172496,-10.813796613877669,-10.779121075711977
105,105,0.0020700868029512234,0.002088581469204081,-10.817712554030138,-10.792266264963512
106,106,0.0020635844335516857,0.0020930109986741293,-10.826820135170792,-10.783065363916442
107,107,0.002059486520611057,0.0020987360223539567,-10.832154407537757,-10.7712023019214
108,108,0.0020736232940011573,0.0021001552354152266,-10.820197527571203,-10.768266496315643
109,109,0.002059476678115652,0.002081084114156271,-10.8437005135534,-10.80788412865093
110,110,0.002074181091414822,0.0021077768975182585,-10.81283042673852,-10.752534068560472
111,111,0.002075513808018307,0.002087293952507408,-10.806122133734881,-10.794944320977994
112,112,0.002072965042166335,0.00210640628479029,-10.81278506388953,-10.755359050483754
113,113,0.002072897457671304,0.0020920703383652786,-10.815068433605708,-10.78501764897596
114,114,0.002077526279686729,0.0020953432877400986,-10.805619193196543,-10.778228617514479
115,115,0.0020736805811409176,0.002092941823464475,-10.815698242076095,-10.783208903096726
116,116,0.00206419095977872,0.0021033102131791806,-10.837913250467665,-10.761747162649327
117,117,0.002061478820024538,0.0021044569531161535,-10.83549210650168,-10.75938000296842
118,118,0.0020726115176377376,0.0020997257609116403,-10.818839328103797,-10.76915470437601
119,119,0.002067584996879792,0.002082708892167399,-10.821515928078632,-10.804494756704274
120,120,0.0020627003059885706,0.0020973866829942715,-10.835557240301682,-10.77399540736409
121,121,0.0020725700773836413,0.0020832576985029797,-10.810080533198915,-10.803350515340991
122,122,0.002071613161440593,0.0020921208013437295,-10.813198944761385,-10.784912893756369
123,123,0.00205967742013601,0.002071157992376309,-10.837633028359424,-10.828648178612026
124,124,0.002073204899734827,0.002100151167006085,-10.809967034837545,-10.768274909452549
125,125,0.002081355189222881,0.0021224160384582845,-10.798784290147996,-10.722475281141843
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131,131,0.0020700709812688767,0.002105174488142917,-10.819553422013575,-10.757899486158042
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