,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0004451904807734236,0.000331819236682924,-23.502890887978655,-24.782564578149
1,1,0.0002968235825879749,0.00026934995548799634,-25.280662466012913,-25.68841109640693
2,2,0.00026994976878151795,0.00025809560228433266,-25.68964503698144,-25.873774131307346
3,3,0.00025758131292586203,0.0002504656341012665,-25.88524923956314,-26.004098721561224
4,4,0.00025472879519604493,0.00024744259855268816,-25.942820179216312,-26.056835499297406
5,5,0.0002529098740514829,0.0002464400083561869,-25.968595665178526,-26.07446802905156
6,6,0.00025314688289504423,0.0002430158523278997,-25.963934956701568,-26.135234134792764
7,7,0.00024445411030889593,0.00024049336360277315,-26.107893107905568,-26.1805492120248
8,8,0.00023342811558923693,0.0002251140272404116,-26.311475072637247,-26.467554602760856
9,9,0.00022025598280885517,0.00020604014264934354,-26.57938858484973,-26.852061758653512
10,10,0.00020525384407500094,0.0002002278733447096,-26.88590321547092,-26.97633483084699
11,11,0.00020080125100368191,0.0001959111955090377,-26.98309866749339,-27.070987629273052
12,12,0.00019585146789544635,0.00019324676433921253,-27.081194169154404,-27.13045786786312
13,13,0.00019622152384980246,0.00019243788157932853,-27.069875846129776,-27.148674503547223
14,14,0.0001949282756408907,0.00019257070533441087,-27.104760837661836,-27.145677966423264
15,15,0.00019164709209286868,0.00019066672355524803,-27.168976996553283,-27.188831141000605
16,16,0.00019217231541934432,0.00018830984558199386,-27.162567056674995,-27.242849905124338
17,17,0.0001920199490658766,0.00018898431536447453,-27.167045072548138,-27.227322560835027
18,18,0.0001915809615892022,0.00018641169375960569,-27.183581101274434,-27.286848652281375
19,19,0.0001886127703851953,0.00018690220205922072,-27.243239584156033,-27.275435995381848
20,20,0.0001882665680202934,0.00018400548785728845,-27.251408664688384,-27.3432724196789
21,21,0.00018688718372471055,0.00018276580254008112,-27.280922032181056,-27.37263079951502
22,22,0.00018606339485298113,0.00018207344309255285,-27.303204681824166,-27.389114127562195
23,23,0.000184400719422463,0.00018328544300809306,-27.346169202853027,-27.360300441830283
24,24,0.0001853011898365179,0.00017996177944281188,-27.32515668985902,-27.43977738980298
25,25,0.0001842235932102638,0.00018004028013245645,-27.34954723130816,-27.437883377478784
26,26,0.00018368759126517653,0.00017973059776092045,-27.357607047704647,-27.44535999032223
27,27,0.0001809733261812728,0.0001808878794116409,-27.41058663906509,-27.41748550290022
28,28,0.0001802741309577484,0.00017756620256573354,-27.442007394750256,-27.497977107918267
29,29,0.0001810711045502253,0.0001793090280108644,-27.426750475809463,-27.455558613938223
30,30,0.00017993907746018784,0.00017912396058244142,-27.45109904355428,-27.460043344565385
31,31,0.00018299496420611118,0.00017968024124121783,-27.376209564704883,-27.44657695744757
32,32,0.00018092321433587787,0.0001771183566521167,-27.423383331625793,-27.50894443690595
33,33,0.00018118670091426633,0.0001783483013768043,-27.41892465393579,-27.478890403617115
34,34,0.00018060545676469456,0.00017845596410456652,-27.438078626382808,-27.476269508380355
35,35,0.00018219277772754815,0.0001770432909803563,-27.394914171938503,-27.51078543847865
36,36,0.0001801315262390435,0.0001764507461829405,-27.442548526872578,-27.525345184882795
37,37,0.00017998379834605977,0.0001773500721595299,-27.451552869125937,-27.503266482403063
38,38,0.00017943314937322603,0.00018021148111744734,-27.460485058159385,-27.43375561702497
39,39,0.00017984300976638326,0.00017798266076409308,-27.45091916969337,-27.487803227540137
40,40,0.00018033971208911004,0.00017691095969272092,-27.440910578761265,-27.51403279321851
41,41,0.00017845960239130888,0.00017694669460118013,-27.48935442483883,-27.513155634088587
42,42,0.00018055503467846777,0.00017651020147911223,-27.432020759232735,-27.52388207076422
43,43,0.0001801325678261304,0.00017730113560039746,-27.44705744795546,-27.504465005191896
44,44,0.00017885311888338824,0.00017945233833559446,-27.473205673770128,-27.452088960158374
45,45,0.00018092736838260645,0.00017801999178788575,-27.428660324289773,-27.486892410860534
46,46,0.0001778264706126251,0.00017666760724846666,-27.49359223594511,-27.52001090672801
47,47,0.0001801827594820295,0.0001783361704407358,-27.452107806967447,-27.47918581309037
48,48,0.0001781819803525031,0.0001772401171221741,-27.486754248926793,-27.50595989406278
49,49,0.00017880047635492128,0.00017748938760058465,-27.475574699567275,-27.499856268080013
50,50,0.0001796147208204781,0.0001758065175779752,-27.458521495797747,-27.541230463566247
51,51,0.00017823951922539506,0.0001781657215599951,-27.49021976010178,-27.483338667010862
52,52,0.00017998977393252755,0.00017613485244127283,-27.44815692369247,-27.53312717859536
53,53,0.0001784982878328349,0.00017760161350260635,-27.48393634877095,-27.497111107462256
54,54,0.00018177402161359402,0.00018222830151085203,-27.401224858225177,-27.38542190475016
55,55,0.00017870985152747135,0.0001756520336800206,-27.48512775216873,-27.545048353812778
56,56,0.00017862514572904552,0.00017667916912806074,-27.479063027567786,-27.51972669524821
57,57,0.00017951809280292736,0.000175450582326831,-27.458327234275156,-27.550032037594914
58,58,0.0001806002984857955,0.00017590865364151172,-27.445225186395696,-27.538708131083954
59,59,0.00017844203522923336,0.00017583228519039325,-27.48045628528891,-27.540593973405496
60,60,0.00017902362232394132,0.00017689695155958792,-27.470361883416796,-27.514376689142324
61,61,0.00017937195601935507,0.0001777902185782104,-27.45655035966994,-27.492501538874038
62,62,0.00018045058703174835,0.00017786903328286777,-27.431455318386018,-27.490576730692794
63,63,0.0001778273813824947,0.00017598012805377183,-27.495584389660067,-27.536943883691972
64,64,0.00017896268850422858,0.0001753355050153148,-27.47493192142121,-27.55288149171981
65,65,0.0001787829906535671,0.0001811972814673362,-27.473955214197122,-27.41006340154392
66,66,0.00017933332923554922,0.00017565863259063152,-27.463726996055975,-27.544885200755363
67,67,0.00017784214842603686,0.0001768814047528921,-27.502415950816548,-27.514758390975864
68,68,0.00017706729164443066,0.00017674930706179062,-27.50864589329115,-27.518002979133467
69,69,0.00017786892560027424,0.00017593585423463466,-27.494005933338972,-27.538036637440776
70,70,0.00017979968301399813,0.00017689887088061753,-27.45841965361038,-27.51432956871414
71,71,0.00017903078081609548,0.00017582620325571808,-27.478037798688565,-27.5407441958944
72,72,0.00017883727859859306,0.00017658512239761062,-27.47781402201099,-27.522039070318108
73,73,0.0001758329071327756,0.00017594193770109037,-27.54628626395501,-27.53788647076511
74,74,0.00017782623808202094,0.00017642588768227907,-27.502392167520107,-27.52595706499315
75,75,0.00017747957455642406,0.00017514859562078002,-27.51162706418748,-27.55751358351571
76,76,0.00017891409380851102,0.00017743549496548154,-27.473383386061265,-27.501175154152534
77,77,0.0001798053945657154,0.00017540804784450876,-27.461326223001056,-27.55108502529225
78,78,0.00017734032577940636,0.0001744555798052859,-27.512164603988488,-27.574731532265634
79,79,0.0001772905234247446,0.00017569174049544687,-27.50545768335315,-27.544066725437695
80,80,0.00017927268420384485,0.00017523496736478257,-27.466409653211837,-27.55537245724524
81,81,0.0001789812911025815,0.00017579214411518094,-27.473262077305876,-27.54158554544004
82,82,0.00017710483723593702,0.0001759979288755475,-27.520988960559315,-27.53650460638335
83,83,0.00017668146831487525,0.00017567110358198223,-27.515496030072853,-27.54457688169369
84,84,0.00018046736208957227,0.00017547812680468748,-27.43834295474491,-27.54935028004968
85,85,0.00017613122529547048,0.00018002387169920104,-27.531995931762864,-27.438279200944585
86,86,0.00017880074774063933,0.00017604164053122267,-27.47519562413499,-27.535426106544016
87,87,0.00017827163185184995,0.0001740788268905721,-27.487771823266375,-27.58412066415548
88,88,0.00017873136315869225,0.00017860932367559719,-27.479690042131843,-27.47253891782336
89,89,0.00017700447147644903,0.00017557639895178574,-27.51632277435343,-27.54691880293185
90,90,0.00017620442007889147,0.00017505836761924192,-27.541457091195394,-27.55975143302536
91,91,0.00017667068024501974,0.00017505302630046286,-27.529061691729385,-27.55988394543783
92,92,0.00017736664374320548,0.00017662112230410506,-27.51242639392273,-27.521153776752193
93,93,0.0001770996579542737,0.00017487150724168474,-27.517355260199686,-27.56438964453018
94,94,0.00017628445081201564,0.0001752399739895114,-27.53665245661207,-27.555248377076516
95,95,0.00017787945608622826,0.00017644579163875038,-27.502516971480716,-27.525467131740964
96,96,0.00017746194723643094,0.00017636223300972857,-27.50714348916887,-27.527524287454142
97,97,0.00017794709623858486,0.0001747593196341768,-27.48862012361829,-27.567176724890693
98,98,0.00017792548559433251,0.00017531638533048528,-27.499988404426325,-27.55335509952595
99,99,0.0001764662043832377,0.00017526193206370073,-27.528040727480494,-27.55470422765528
100,100,0.00017662285635075003,0.00017526687971487838,-27.52194142705356,-27.554581627884144
101,101,0.00017701649780927668,0.0001744183016279222,-27.514415369099716,-27.57565964455192
102,102,0.00017779042581864393,0.00017455955706904396,-27.508101222218592,-27.572143864943584
103,103,0.0001789254780568317,0.00017548775404544644,-27.47176886815355,-27.549112019992688
104,104,0.00017725025362469563,0.00017450287889101004,-27.514198097783495,-27.573554215508125
105,105,0.00017686084362308581,0.0001746480740717073,-27.52552852624314,-27.569942169264195
106,106,0.0001761301169495972,0.00017789574753566595,-27.537826258241846,-27.489924510280556
107,107,0.00017740238504724328,0.0001749709680504901,-27.507334223291906,-27.561920231314563
108,108,0.00017526738610257846,0.00017507292259803139,-27.558050750842998,-27.559390360070573
109,109,0.00017800562644194927,0.00017652145010958376,-27.499296183323118,-27.523605312681912
110,110,0.00017710984939560485,0.00017624362724171462,-27.51817719905179,-27.53044595372913
111,111,0.0001781917659904251,0.00017533723822500753,-27.48888422816013,-27.55283856147102
112,112,0.0001757497480379168,0.00017590188317147918,-27.541147351876333,-27.538875287974818
113,113,0.00017801919782812678,0.00017581984560054384,-27.492529738550132,-27.540901234175898
114,114,0.00017938869177200591,0.00017443664929535436,-27.46773464008305,-27.575202819117287
115,115,0.00017726572516095853,0.0001747344726218695,-27.513497894594252,-27.567794242030864
116,116,0.00017896468346679256,0.00017390466880322876,-27.476087258337316,-27.58846776127722
117,117,0.00017727752841442592,0.0001747915283838091,-27.51458547127358,-27.56637637882641
118,118,0.0001745316118647623,0.00017409772676489266,-27.575036941136176,-27.583649172836036
119,119,0.00017835713215484333,0.0001748735942926846,-27.494742778562443,-27.564337812797373
120,120,0.00017886453508591453,0.00017344638150749043,-27.481050308742077,-27.599927738667596
121,121,0.0001770215557249666,0.00017496609392477885,-27.52129967678052,-27.562041213407092
122,122,0.00017684881879045561,0.00017762560348369574,-27.52535329151332,-27.49652451297142
123,123,0.00017550130813987446,0.00017563679016587374,-27.55909061826879,-27.545425261566944
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127,127,0.000177506838394713,0.00017544375594680836,-27.508803116926753,-27.550201014911
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