,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.005745501713539215,0.005507146915126788,-6.386260451732733,-6.572290859576033
1,1,0.005417157526214405,0.005372115753983196,-6.642879070729807,-6.680103864217502
2,2,0.005323839129054362,0.005293221654076325,-6.718504671137564,-6.74435667855794
3,3,0.005228263858859379,0.00521230388824877,-6.7948912646942174,-6.811260202858427
4,4,0.005149194241030929,0.005138804792965713,-6.86073972947128,-6.872936278268485
5,5,0.005096615503359701,0.0050765070574064,-6.908903709415997,-6.925907540629742
6,6,0.005030304846382633,0.005024200060257786,-6.964489449019229,-6.970888239568898
7,7,0.004950769149611906,0.004980775968808877,-7.025345456656212,-7.008587403792697
8,8,0.004935248812526157,0.004954757585533355,-7.037093173989719,-7.0313333711888895
9,9,0.00489801968227035,0.004924998177509559,-7.071873075190486,-7.057496742202584
10,10,0.004883689383409687,0.004915342028988035,-7.089181733053102,-7.066020051920266
11,11,0.004890854081580627,0.00492180678013124,-7.088421928232877,-7.0603118813781
12,12,0.004886808651547457,0.004917938678868507,-7.087020635364928,-7.063726390680971
13,13,0.004898251802420493,0.004928911742019026,-7.0784079763598395,-7.054047066745273
14,14,0.004906367092902206,0.004950366816238353,-7.068751154001191,-7.035183675180406
15,15,0.004945369283716704,0.004998742553748582,-7.0372968695124865,-6.992949781375164
16,16,0.0049662205640265,0.005012393904555785,-7.018147575675137,-6.981105551650594
17,17,0.005000471862359452,0.005037349403688782,-6.994493869926371,-6.9595367264358305
18,18,0.0050505820767397114,0.0050552660403283016,-6.953546826433302,-6.94411732470829
19,19,0.00503583144415746,0.005075208499635521,-6.952342306198012,-6.927018597128977
20,20,0.005072565638873074,0.0050866946234906976,-6.930674973052133,-6.9172008252555255
21,21,0.005079303685690939,0.005112259109553538,-6.926027228318688,-6.895428908698938
22,22,0.0050720433829371464,0.005106649459584763,-6.924085637263191,-6.90019701138834
23,23,0.005097846735806502,0.005128303861343547,-6.913507668028791,-6.881819983315537
24,24,0.005076099215939487,0.005113320719254644,-6.916902880392434,-6.894527148124965
25,25,0.005110582663226374,0.005109615623950958,-6.900479643667245,-6.897675172257661
26,26,0.005084075912180328,0.005124951418685286,-6.912652296194382,-6.884659954348148
27,27,0.0050903973745700624,0.005119467080619775,-6.909141903967755,-6.889309936163021
28,28,0.005127844919172144,0.005130070898877947,-6.882620850379093,-6.880323811307721
29,29,0.005090592453045021,0.005114519968628883,-6.9129299201469605,-6.893508697791334
30,30,0.005088175445334199,0.005104861981970699,-6.908903036257602,-6.901717436012423
31,31,0.0051067452349690436,0.005142538563201302,-6.901852726516093,-6.869781912491323
32,32,0.005087201339528733,0.005113009436938323,-6.910378111558302,-6.894791540512594
33,33,0.005100860702085127,0.005127349598823409,-6.904004752006806,-6.88262818329926
34,34,0.00511101985196631,0.005158446214504932,-6.893563192234816,-6.8563684169426615
35,35,0.005104729684895461,0.005137699852256398,-6.898029163978264,-6.873870194364087
36,36,0.005094758955012892,0.005142809185934694,-6.9103757477138785,-6.869553373869813
37,37,0.005121805820345264,0.005135075458766599,-6.88956331249668,-6.876089185048202
38,38,0.005105257231127662,0.005123163867545755,-6.900787114517307,-6.886175010692087
39,39,0.005091714125472246,0.005133619164361765,-6.910427538982709,-6.877321007887419
40,40,0.005115234715499214,0.005140287213419613,-6.889840503142651,-6.871683624771361
41,41,0.005109297054022858,0.005147342545617568,-6.893126134984225,-6.865726776802072
42,42,0.005118978747464332,0.005135951759783845,-6.885609369551014,-6.875348124414048
43,43,0.005097348579042351,0.00515410509940825,-6.902961550549439,-6.860024781669038
44,44,0.005121922821344174,0.005156405588709994,-6.889004369290497,-6.858086779069118
45,45,0.005138260254770825,0.005117874298440783,-6.873350439476022,-6.890661334912322
46,46,0.005132449128348189,0.005164047139451692,-6.872212261706726,-6.851655503205185
47,47,0.005106557535065203,0.005149672371580412,-6.896982258793061,-6.863761487667577
48,48,0.005127357640639716,0.0051547749899327755,-6.88191225160888,-6.859460356132669
49,49,0.0051514479264463345,0.005146426957492766,-6.86305330499809,-6.866499350680332
50,50,0.005112421170798773,0.005156667265844972,-6.883256284293705,-6.857866389011978
51,51,0.005130192874594755,0.005149027504222958,-6.879965498702183,-6.864305366678804
52,52,0.005113615875237996,0.005163801833987236,-6.883811757167072,-6.851861809106613
53,53,0.00514017499157602,0.0051628553896750275,-6.872417480128462,-6.852657876090284
54,54,0.005122924996443938,0.005153577186559376,-6.879219244705837,-6.860469633636788
55,55,0.005151107691266795,0.005161562272788663,-6.857513344081967,-6.853745769954132
56,56,0.005148824616383339,0.005160578943200801,-6.862947997082243,-6.8545732234955175
57,57,0.005134772019672025,0.005186289548873901,-6.864477784075684,-6.832989887125573
58,58,0.005160633138544166,0.005173862666675919,-6.854672859827028,-6.84340851581341
59,59,0.005145933925529423,0.005181121958517714,-6.860293645322715,-6.837319330710771
60,60,0.005120556604731636,0.005171071566445262,-6.880408573400766,-6.845751999939475
61,61,0.005137022565474215,0.005172660868418844,-6.872465333926382,-6.844417423495272
62,62,0.005162162802268549,0.005183707579578224,-6.856198353821695,-6.835152539683405
63,63,0.0051472215221945155,0.005160914023259753,-6.864670423221099,-6.854291242155953
64,64,0.005151672663224726,0.0051701141423300696,-6.8598347202230165,-6.846556170801438
65,65,0.005172327036018839,0.0051772092518053555,-6.853331579824973,-6.840600297462652
66,66,0.005126174040061911,0.0051834056349961384,-6.883284750625457,-6.835405518238117
67,67,0.005157304481247959,0.00518675354358397,-6.854261272512555,-6.832601360170555
68,68,0.005112252572608977,0.0051833936503451125,-6.877091289513281,-6.83541555965527
69,69,0.005170373697333115,0.005182753831736352,-6.847011964273352,-6.835951669511004
70,70,0.005143639943610455,0.005173842643240565,-6.85783371247919,-6.843425323534973
71,71,0.005148656834300953,0.005207777611519161,-6.859826595191693,-6.815033181276907
72,72,0.0051614822022924105,0.005191223842925147,-6.850430213262079,-6.828859925044812
73,73,0.0051558468077984665,0.0051964385385968185,-6.855201649545731,-6.82449953353019
74,74,0.005157373178289416,0.005170774744137337,-6.855675000018795,-6.846001294478578
75,75,0.005170493549907331,0.005168425948604157,-6.846674301120198,-6.847974501087176
76,76,0.005124968639814977,0.005185726270275681,-6.875089669155293,-6.833461596369924
77,77,0.005142024766231321,0.005185760778227919,-6.8656177089642725,-6.833432696727724
78,78,0.005137770983976187,0.005177535116672516,-6.867641286097257,-6.84032695162491
79,79,0.005155150730585314,0.00517456383003216,-6.856252901877641,-6.842819998559911
80,80,0.005174468943522763,0.005177377527089496,-6.845745533947949,-6.840459140642183
81,81,0.005129066785586249,0.005179849747372301,-6.879173211529577,-6.838385860566714
82,82,0.005138293484744337,0.0051782381916908845,-6.867865549865241,-6.839737248485958
83,83,0.005153483658376121,0.005200886731281092,-6.859577621726475,-6.820783528490548
84,84,0.005175726464229454,0.005194489476516058,-6.842160639253249,-6.826128775721566
85,85,0.005168165675527656,0.005204049184134132,-6.8522306732445815,-6.81814355862084
86,86,0.00515418757982168,0.00517595351036442,-6.8593292226655205,-6.841653814332228
87,87,0.005169307236972544,0.005170652005625398,-6.839086283443364,-6.846104384042029
88,88,0.005151672471199453,0.005180168553794685,-6.854411335622475,-6.838118571714405
89,89,0.0051485564482888,0.005154964563093688,-6.866786613715909,-6.859300641956986
90,90,0.005150016762085797,0.005177916958928108,-6.85862744612082,-6.840006672059276
91,91,0.00515913345956618,0.005182380322366953,-6.854863338772823,-6.836264667019241
92,92,0.005172139158491621,0.005196356116548965,-6.852023890177036,-6.824568418640997
93,93,0.0051644964278051535,0.005174863764918164,-6.846601783611705,-6.842568274365962
94,94,0.005164596828219202,0.005188991928375081,-6.851675666008113,-6.830727532056972
95,95,0.005158938333084903,0.005163756958944232,-6.862241369394111,-6.851899550811003
96,96,0.00516087303571787,0.005166672317213134,-6.853229773370039,-6.8494482992536465
97,97,0.005140931100690181,0.005186161418494426,-6.860946591229479,-6.833097183495445
98,98,0.00517276715314419,0.005190651226592691,-6.842477594078997,-6.829338998645717
99,99,0.005150754926438184,0.005180317589915113,-6.857410908643992,-6.837993624749924
100,100,0.005146799138603136,0.005192951103182216,-6.858089986730931,-6.827415150454117
101,101,0.005168285590510086,0.0051980048516079,-6.848057425514864,-6.823190678255774
102,102,0.005156307490830569,0.005181000469938705,-6.852318994473965,-6.837421166642251
103,103,0.005167288960140084,0.00518361040342011,-6.85128004662877,-6.835233955280597
104,104,0.005152873195630988,0.005180723867134044,-6.854580589343547,-6.837653033593858
105,105,0.005150722522173345,0.0051823903218303855,-6.856885566756223,-6.836256287264513
106,106,0.00516444835907866,0.005168654245177382,-6.849882798458341,-6.847782671401914
107,107,0.00515307243145311,0.005178017909393499,-6.853151935979937,-6.83992200132578
108,108,0.005146229471627278,0.005175877117404812,-6.856074698838697,-6.8417179132187105
109,109,0.005151357953004616,0.005161571071336144,-6.860525858981511,-6.853738366851815
110,110,0.005143045447766781,0.005162826224573348,-6.869031314627967,-6.852682409565547
111,111,0.005117118968292303,0.00515341479331255,-6.881242087633661,-6.860606485380028
112,112,0.005137092827521649,0.0051712958681348125,-6.8753306786814345,-6.8455636233677
113,113,0.005135914709265392,0.005161789638039313,-6.874825988908143,-6.853554468767071
114,114,0.005156522155883386,0.005164954223130879,-6.8600833501090275,-6.850892716128914
115,115,0.005147534489785273,0.005192798439805445,-6.868754129497088,-6.827542827059161
116,116,0.005148985259926196,0.00516749670925109,-6.8672225340991,-6.84875539610323
117,117,0.005128463365368007,0.005149580783357746,-6.88188471773646,-6.863838728724019
118,118,0.0051256796661956405,0.0051364535710921415,-6.88042506959205,-6.874923815062336
119,119,0.005112865210040328,0.005146735788960206,-6.888095811679261,-6.866238743118805
120,120,0.005110100281338409,0.0051517819887713385,-6.898765946831556,-6.861982719183621
121,121,0.005124298044355567,0.0051474451136432195,-6.882196298471682,-6.865640238392468
122,122,0.005119606098832236,0.005160928948929435,-6.8810793718856935,-6.854278682119922
123,123,0.005140519412906514,0.0051542439399973345,-6.87560036567924,-6.859907793582049
124,124,0.005131329985853937,0.00518077156065326,-6.8742270237067,-6.837613052816252
125,125,0.005141379009240989,0.005140228442063457,-6.878194531831738,-6.871733280015375
126,126,0.005154506495395272,0.0051445126239406435,-6.870493527379935,-6.868115110837545
127,127,0.00511009093450824,0.005153876729309559,-6.887185517652659,-6.860217214824932
128,128,0.005138152446981865,0.005155534924645173,-6.875984564100904,-6.8588201514142195
129,129,0.005108792013152666,0.005149892727403264,-6.896936098514592,-6.8635756559028085
130,130,0.005127096428660695,0.005154007237012449,-6.8821293124395915,-6.860107243126765
131,131,0.0051354320441401495,0.005156704543256446,-6.8701936604587575,-6.857834994092057
132,132,0.005119114398917894,0.005147875752300024,-6.8766708959087675,-6.865276919959
133,133,0.005108307163739942,0.005156816963694598,-6.888524557972911,-6.8577403153231975
134,134,0.00513952338261549,0.005162435093600499,-6.873058275761074,-6.853011439539815
135,135,0.005139988400618133,0.005135398186547191,-6.866022305015367,-6.875816249448238
136,136,0.005122785557291864,0.005163937561998242,-6.890343214217087,-6.851747658421816
137,137,0.0051114341224899,0.005151765666117794,-6.889929348109868,-6.86199647917892
138,138,0.0051075899925505375,0.00514886165527921,-6.8930894686530095,-6.864445254145039
139,139,0.005103810527121898,0.005145543720573187,-6.895126186408385,-6.86724475684855
140,140,0.005145709279963036,0.005156536709125105,-6.868040240262109,-6.8579763452644755
141,141,0.005115830368295158,0.005121175346798019,-6.883975206954888,-6.887861022021211
142,142,0.005107358664504646,0.005143178749437395,-6.897239540614713,-6.869241300025253
143,143,0.0051000475086579004,0.005141023031779025,-6.897181174873916,-6.8710619883337865
144,144,0.00509135068403845,0.00511970951859104,-6.9062095614832755,-6.889104276123613
145,145,0.005122705285927069,0.005143609118500822,-6.889966986669628,-6.868877907852813
146,146,0.00509527727443072,0.005116639658808708,-6.903397492425453,-6.891709156399868
147,147,0.005104458718032567,0.0051186648687641875,-6.901898866158884,-6.889990521614808
148,148,0.005106780644429406,0.005113068232802968,-6.895180591242351,-6.894741600114332
149,149,0.005091700530082909,0.00512920650898626,-6.91388955854761,-6.881055636262125
150,150,0.005092882431237046,0.005108196141296311,-6.912787944221784,-6.898881836663308
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153,153,0.005096530661793407,0.005115336983611709,-6.904057219655627,-6.892814992882098
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158,158,0.0050915553445745375,0.005115434870515999,-6.904423841615764,-6.892731887241602
159,159,0.005091461367405874,0.005115480897457976,-6.908692878546514,-6.892692811077996
160,160,0.005087269959760081,0.005113943112327864,-6.913548786648686,-6.893998557326762
161,161,0.005083103006532819,0.005125509378941436,-6.921415383283513,-6.884187157923889
162,162,0.005095495635970044,0.0051093270855122495,-6.908033961236322,-6.897920423954131
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170,170,0.00508334528481991,0.005118283002000106,-6.912639204567049,-6.890314529572324
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178,178,0.005095395149144623,0.00511235366330335,-6.9073512252866,-6.895348584538601
179,179,0.005096506769048799,0.005136990527573384,-6.904124045088973,-6.874469834420988
