,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,106.3378785799762,0.0004660466158958642,36.7961549844697,-16.763252017010306
1,1,0.00045731173049341696,0.00045151151961794024,-16.86208727123926,-16.900857253380263
2,2,0.00043300758674020694,0.000418495509381357,-17.097271711641874,-17.23063758274206
3,3,0.0004131523043171685,0.00039619592318654453,-17.302479408513353,-17.468445580987684
4,4,0.00040410169563496237,0.00039013771272852624,-17.403176687610166,-17.535366269896322
5,5,0.00039976214979218377,0.0003834047177071242,-17.45417707170225,-17.61097108011836
6,6,0.0003917402204980632,0.00038326293150404175,-17.53642227224492,-17.61257743370258
7,7,0.0003889288714866048,0.0003949492560135887,-17.56758145199044,-17.48213260421295
8,8,0.000405008660403762,0.00041149041652189275,-17.386384408596886,-17.303948353920713
9,9,0.00043439511965825847,0.0004211293784656415,-17.090902483805603,-17.203390211254042
10,10,0.000440967586983629,0.00045411084398725316,-17.02899962523938,-16.875926876755976
11,11,0.00045791505409894297,0.00044073289149980014,-16.870368037874815,-17.005790977543032
12,12,0.00044905171806434383,0.0004477767889559465,-16.9461540930128,-16.936929828268788
13,13,0.0004435783445945528,0.00045305370402179266,-17.00457079845108,-16.886048750729717
14,14,0.0004329000132820886,0.0004292618388334583,-17.097172039217536,-17.120322788513192
15,15,0.0004292073618793457,0.0004178676922732082,-17.144819526454405,-17.23715765814438
16,16,0.0004188563142418285,0.00041175680847740486,-17.252012623482216,-17.301137714374605
17,17,0.00040801723197236964,0.00039600972913352673,-17.359900858403886,-17.47048704714085
18,18,0.00039921226081937627,0.00039737087239413276,-17.4524664602552,-17.455585306765506
19,19,0.00039232965977622445,0.00038881924640583366,-17.52984895771914,-17.550068062816344
20,20,0.0003854815350706238,0.00038236795961366673,-17.60459244274852,-17.62273066902759
21,21,0.0003749215045281369,0.0003661701262707969,-17.72244446641036,-17.81071650676113
22,22,0.00036285144364528514,0.0003512771922702852,-17.86457303999969,-17.991046076506404
23,23,0.00035575790764024655,0.0003531945311758471,-17.955144226623588,-17.96740590089781
24,24,0.00035497239045558746,0.00034476319438238675,-17.968881232486503,-18.072336644934655
25,25,0.00034753245826013693,0.0003401707585190276,-18.0626909484665,-18.13057582067354
26,26,0.0003403252162898593,0.00033489956005819534,-18.147567107889454,-18.19839983452758
27,27,0.00032992345597787,0.00032680143914675633,-18.278142186246797,-18.304706000985988
28,28,0.000326278943210821,0.00032418191365554536,-18.33405500049122,-18.3396577889702
29,29,0.0003265574890712142,0.0003284889925883985,-18.32637038533008,-18.282337392126998
30,30,0.0003321575332125745,0.0003252130056927471,-18.25360940914326,-18.325866552080207
31,31,0.0003277865249289142,0.00032745125568716933,-18.315221722050573,-18.29607900310647
32,32,0.0003248571427827029,0.0003233565872314533,-18.342830495568453,-18.35072847914087
33,33,0.0003258032708059151,0.0003184694597669142,-18.34232704532042,-18.416867693059274
34,34,0.00032603777957043235,0.0003177283230654307,-18.33740425259484,-18.426986298753295
35,35,0.0003209741121234814,0.00031777066913874527,-18.40171333501933,-18.426407519991294
36,36,0.0003183808444144646,0.0003093387609911396,-18.434814189805536,-18.543202187838606
37,37,0.000318310937313747,0.00031490836408920586,-18.4393524778731,-18.465703646598786
38,38,0.00031647063460508263,0.0003078057136582701,-18.464049992034944,-18.56477883298401
39,39,0.0003127435125655389,0.0003106008562577986,-18.52582302275237,-18.52551911832829
40,40,0.0003051933317598839,0.000308531501918639,-18.613862347231915,-18.554550471812853
41,41,0.00031451912616024314,0.00030899310245570774,-18.49165831178741,-18.548057755506147
42,42,0.00030754045817338543,0.0003069026018860505,-18.595800276008262,-18.5775399013312
43,43,0.0003062182321506024,0.00030001957661864395,-18.602477466893404,-18.676049666275567
44,44,0.00030682888122025837,0.00030276598408818245,-18.60184136770744,-18.636474801171925
45,45,0.0003022202314597737,0.0003101566276439515,-18.66274286954807,-18.531734945720924
46,46,0.000311155664283283,0.00030167459044605494,-18.53942167361746,-18.652158286743244
47,47,0.00030655269247009274,0.00029777651836507415,-18.600204159688914,-18.708641126876756
48,48,0.0002967063226549857,0.0003031254807291062,-18.74208286508249,-18.631321157828083
49,49,0.00029809415081189465,0.0003018003542245807,-18.723183833282352,-18.650348153072905
50,50,0.00030391733672172213,0.000300371492477624,-18.64069507805891,-18.670958480179735
51,51,0.0002989065270815717,0.0003012529050465673,-18.71592285466249,-18.658233168825298
52,52,0.00029846945550705584,0.000298700931077627,-18.711634259814534,-18.6951798413962
53,53,0.0003006900936729976,0.00029854571575445955,-18.68758848034171,-18.697437172106504
54,54,0.00030287343182975484,0.00030309894569463243,-18.653126447512005,-18.631701347690257
55,55,0.00030081204502344056,0.0003026508830340677,-18.686941000780088,-18.63812615104274
56,56,0.00030633273172029057,0.0002992877914374204,-18.615809374635095,-18.686655590415068
57,57,0.00030314010572763756,0.000299157519628735,-18.64847669404947,-18.688546367316718
58,58,0.0003035648476294021,0.0002989287298221729,-18.645404020263413,-18.69186903709699
59,59,0.00030553049033450096,0.00029666488377475426,-18.620556864769537,-18.724884185637546
60,60,0.00030492649854103236,0.0002954972273743662,-18.629147234642783,-18.74201150192969
61,61,0.00030221573206759295,0.00029540619059269756,-18.664195042946115,-18.743349682452582
62,62,0.0002997912029668535,0.0003007649571181422,-18.70026554261329,-18.665273263563158
63,63,0.0003007481516142059,0.00029634923741564547,-18.68708512134438,-18.729507464579527
64,64,0.00030228122468730533,0.0002961418098206387,-18.664940247256695,-18.732548343053775
65,65,0.00030227331534632933,0.0002945783413260391,-18.666349994854905,-18.755537480093544
66,66,0.0002964261298778361,0.00029764029099360893,-18.74137771796359,-18.710628400188966
67,67,0.00029892344525823196,0.00029674429893738737,-18.70578139443557,-18.723721764558746
68,68,0.0003006940877986784,0.0002946239684732925,-18.689017004579842,-18.7548648548174
69,69,0.0003000527988464005,0.0003023335072947176,-18.696467363017877,-18.642682782491
70,70,0.00030122761291778195,0.00029936296663149014,-18.68170101164476,-18.68556486525713
71,71,0.0003038459132214259,0.00029587851206183826,-18.642660429522117,-18.736411344611568
72,72,0.00030224548653368213,0.00029421464454284623,-18.66197232378122,-18.760902745302417
73,73,0.0002966743030407725,0.00029822008371794303,-18.741961056602996,-18.702176726911784
74,74,0.0002956493690456312,0.0002873004735815094,-18.753715287547795,-18.864182186041386
75,75,0.00029462599675603136,0.00029198252013884485,-18.76700526338972,-18.793977077805387
76,76,0.00029869113458301294,0.00029424234832588,-18.72070115368586,-18.760493825015836
77,77,0.0002976162320113328,0.0003017512652532835,-18.732545776430868,-18.651054606960717
78,78,0.0003003987712310339,0.0002990933946995555,-18.69040157911138,-18.689477384799005
79,79,0.00030045473699688373,0.0002946768800029531,-18.688462788011325,-18.754084975220014
80,80,0.0002955778291300131,0.00029394047880104105,-18.756397787518935,-18.764951632158663
81,81,0.00029744929394003044,0.0002951645414884153,-18.728170491436533,-18.74690376573855
82,82,0.00029951828734747603,0.0002981406532375044,-18.705956299218684,-18.703333617948225
83,83,0.0002953024177821641,0.0002952064938941284,-18.760260257523065,-18.74628653700467
84,84,0.0002985773791112582,0.00029048052352951154,-18.72509915052239,-18.816375418515605
85,85,0.00029769730208124774,0.0002983726858234915,-18.72938937759925,-18.699954968379146
86,86,0.0002944603084992214,0.0002972361306953979,-18.783338147948534,-18.716529612875313
87,87,0.00030120260342619544,0.0002959085043250142,-18.68022468908006,-18.735971136426947
88,88,0.00029676960098326744,0.0002903147159438384,-18.73994986055699,-18.818855098670596
89,89,0.00029196971925407573,0.00029382544208170946,-18.805192859811154,-18.76665162228347
90,90,0.0002932726152327641,0.00029155692257183165,-18.794776662510312,-18.800312029450815
91,91,0.00029506854660156154,0.00029333867132663727,-18.763855387678174,-18.773852399595384
92,92,0.00029369302336414605,0.00029027147990602414,-18.78916411423937,-18.819501933638808
93,93,0.00029436566089231943,0.0002938246440240427,-18.780970142028156,-18.76666341814802
94,94,0.00029256967341613753,0.00029420403696253503,-18.808956228927155,-18.76105932814864
95,95,0.0002926630938615285,0.0002899526566340539,-18.805349475778993,-18.824274682407246
96,96,0.0002920729415395211,0.00029074889148193365,-18.80803137633123,-18.812364928814674
97,97,0.0002953909099289245,0.00028829280544366494,-18.763338796967655,-18.849207560915236
98,98,0.00029658907202322076,0.0002908692273960792,-18.749326835725334,-18.81056783128495
99,99,0.00029491863457111584,0.00029229014686088224,-18.771813852533306,-18.78940385000412
100,100,0.00029158394708125326,0.0002920852352154294,-18.81698395876453,-18.792449563539453
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102,102,0.0002927204099550997,0.0002891857025372845,-18.803744492381604,-18.835777430292744
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