,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0009594562525870567,0.0008278519687193789,-17.161792339561174,-17.832232517888066
1,1,0.0007924577617326501,0.00080932905640159,-18.000250267801263,-17.93050805066031
2,2,0.0008149279855172505,0.0008409623528438571,-17.868165656061322,-17.76399383430973
3,3,0.0008368129246704972,0.0008604897271939798,-17.771322061778825,-17.66430247763249
4,4,0.000846195167900284,0.000881981150565767,-17.712948330427317,-17.557166340883416
5,5,0.0008454855385034816,0.000831877298064922,-17.721497395965855,-17.811166651481642
6,6,0.0007997109391486522,0.0007906004688457438,-17.964393177961234,-18.032188701546477
7,7,0.0007605991991159996,0.0007539383858736409,-18.175671440144473,-18.238400822484245
8,8,0.0007166077350458303,0.0006970281706583735,-18.440736733261854,-18.579256070798895
9,9,0.0006634868746239346,0.0006435674823526489,-18.764945551357165,-18.925818454014145
10,10,0.0006477282659784343,0.000653479839552586,-18.87853294807985,-18.85943743965645
11,11,0.0006451576596519612,0.0006714709574895862,-18.894245384155543,-18.741487044344968
12,12,0.0006380255013637091,0.0006488697744268728,-18.934736300971363,-18.890183933320635
13,13,0.0006368064811241996,0.0006641272063318052,-18.944351252094506,-18.789246659964526
14,14,0.000639856846993501,0.0006472609208063467,-18.93317479287003,-18.90096550976206
15,15,0.0006332695760197707,0.0006544489205177678,-18.973807391416496,-18.853001820140168
16,16,0.000639476892586375,0.0006387982774819983,-18.92872690005969,-18.958122013150966
17,17,0.0006412271909492532,0.0006570009496308079,-18.91980065843683,-18.836099404185468
18,18,0.0006411721385036086,0.0006565252827529452,-18.9206352869307,-18.839244823046805
19,19,0.0006395387229240816,0.0006460234749523041,-18.92561197228504,-18.90927638201616
20,20,0.0006323576599993196,0.0006630205163291018,-18.97736556681324,-18.796489704043935
21,21,0.0006301774146496175,0.0006452223751693964,-18.990570283160835,-18.91466518167466
22,22,0.0006354523987086854,0.0006453081671344606,-18.962423687063325,-18.914087760593134
23,23,0.0006311199322976556,0.0006447762011942503,-18.985829530905917,-18.917669385038167
24,24,0.0006302187054840483,0.0006465961801280317,-18.98575023146599,-18.905428030911903
25,25,0.0006375500569888151,0.0006386591734266595,-18.95282327013763,-18.959067831328156
26,26,0.0006354426462251271,0.000648012210149318,-18.952455531411037,-18.89592748581549
27,27,0.0006353062410723686,0.0006581292714384434,-18.958888525745895,-18.82864730480778
28,28,0.0006377574208807008,0.0006560523730800732,-18.95143463116861,-18.842374269435616
29,29,0.0006337524397711548,0.0006455747827299332,-18.97300462723352,-18.912293799590525
30,30,0.0006343846409773626,0.0006468108499814805,-18.96991633231415,-18.90398641305349
31,31,0.0006356371138196861,0.0006455374134116267,-18.958886666609022,-18.91254519972114
32,32,0.0006358340021328444,0.0006478232374463818,-18.954527794499878,-18.89719415594478
33,33,0.0006292076954214843,0.0006608888077990789,-19.00465232655606,-18.810475405856252
34,34,0.0006369015546371565,0.0006495929739781116,-18.94804438622686,-18.885346187959346
35,35,0.0006371976900125671,0.0006384659331831101,-18.947637244199715,-18.96038208271451
36,36,0.0006313175509069307,0.0006451819729256002,-18.984447176807542,-18.91493713474997
37,37,0.0006291997419747035,0.0006368583723853685,-19.00022203349987,-18.971330751229626
38,38,0.0006408750742059393,0.000641976826285061,-18.924862118319087,-18.936565862729125
39,39,0.000630619143587105,0.0006400118428772609,-18.994586715072032,-18.949879273991915
40,40,0.0006337056636147815,0.0006395902049629704,-18.9717276988779,-18.952741336091204
41,41,0.0006324771351238578,0.0006455876680679227,-18.981497404043786,-18.912207117528432
42,42,0.0006349912866201136,0.0006385968851023598,-18.957872153279165,-18.95949141867967
43,43,0.0006249336346974308,0.0006405853384517526,-19.028002667737823,-18.94598943285093
44,44,0.0006309983784995359,0.0006442024972976038,-18.989977427167847,-18.921535336481803
45,45,0.0006350951470895527,0.0006438632844947278,-18.960694037833726,-18.923822770151233
46,46,0.000631401457550177,0.0006412585743849999,-18.981382984148766,-18.941427525199238
47,47,0.0006337445793366156,0.0006387062450429719,-18.97046915126461,-18.95874775153059
48,48,0.0006269355965826238,0.000656194580522807,-19.023729417449488,-18.841432984599905
49,49,0.0006293858762724882,0.0006399394019114736,-18.99965959603586,-18.950370866337593
50,50,0.0006351835429236369,0.0006492132578339232,-18.96171396495734,-18.887885575695098
51,51,0.0006358989468804493,0.0006366172548089372,-18.954932268963834,-18.972975321913967
52,52,0.0006314928969848401,0.0006400907785925819,-18.988875869530684,-18.94934367090733
53,53,0.0006281486100315587,0.0006419338874126735,-19.00640425044411,-18.93685635201541
54,54,0.0006356529679062978,0.0006534938093912052,-18.951087064872187,-18.859344598858463
55,55,0.0006325717249731581,0.0006513627656539412,-18.980334991018136,-18.873530086770746
56,56,0.0006310666554857084,0.0006431038307614232,-18.98648628866962,-18.92894841166935
57,57,0.0006345007472585157,0.0006370552184403335,-18.959246579431213,-18.969988601232146
58,58,0.0006310389882443261,0.0006372870013460909,-18.99315625997989,-18.968408773827587
59,59,0.0006314836539683345,0.0006421357822163325,-18.983076660007654,-18.935490665994624
60,60,0.0006360172296480573,0.0006508949843823517,-18.96898865216498,-18.87665012708106
61,61,0.0006337703983347441,0.000648852379526943,-18.97005272825053,-18.890300360539364
62,62,0.0006297006675032611,0.0006561665244302468,-19.0016761585359,-18.84161867443997
63,63,0.0006275751709592404,0.0006415090633948383,-19.0068981847461,-18.939731411375828
64,64,0.0006299922896846745,0.000638332628448935,-18.995700658071584,-18.9612889369735
65,65,0.0006298048970212718,0.0006374356238857695,-18.99779292805071,-18.96739606803758
66,66,0.0006360655768111962,0.0006393601039522572,-18.953718683913547,-18.95430404888176
67,67,0.0006311156231305111,0.000638893759490824,-18.98962961657442,-18.957472916053526
68,68,0.0006305631496175432,0.0006413206237515336,-18.98801963567554,-18.94100731415026
69,69,0.0006276672902833862,0.0006464685644268206,-19.017218452811058,-18.906285262465907
70,70,0.0006265000340567191,0.0006372479531963013,-19.020252519168178,-18.968674884944072
71,71,0.0006275172933417651,0.0006487653315018274,-19.013358156315864,-18.89088303564781
72,72,0.0006387971753264134,0.0006442352528928927,-18.943986113103005,-18.921314517520447
73,73,0.0006356080825987857,0.0006431573082839972,-18.95845402094526,-18.928587287597914
74,74,0.0006254893048311171,0.0006359982806699056,-19.026421657630294,-18.97719996111922
75,75,0.0006279040976504306,0.0006386649145401622,-19.00821518075581,-18.959028791370518
76,76,0.0006279106943186411,0.0006511556658599721,-19.004764257241963,-18.87491113898937
77,77,0.0006299943383543071,0.0006396588777486039,-18.997202326855636,-18.95227505923724
78,78,0.0006332868552939563,0.0006349010172447091,-18.97255424978715,-18.98469914803269
79,79,0.0006337664324127752,0.000652868944024177,-18.973676936277,-18.863499273367054
80,80,0.0006314194935239544,0.0006410777660723971,-18.990651325681842,-18.942652228118252
81,81,0.0006316959871142411,0.0006492311551578735,-18.977973334546846,-18.887765852294464
82,82,0.0006371017181813793,0.0006474156949767156,-18.960110632739106,-18.899927141297947
83,83,0.0006313079358414584,0.000656282431200931,-18.994202260576994,-18.840851594381917
84,84,0.0006331281122012236,0.0006491386264219488,-18.978019950671353,-18.88838485498642
85,85,0.0006313202698647822,0.0006492837687562171,-18.988581775946752,-18.88741391493856
86,86,0.0006291688817130766,0.0006511518180272297,-19.009527353515903,-18.874936802552668
87,87,0.0006273126862127065,0.0006517633385221032,-19.017753978127658,-18.870860098176934
88,88,0.0006284778019576573,0.0006329012379099272,-18.99761262001825,-18.998399925845288
89,89,0.0006305360656529281,0.0006533365200371726,-18.99231954025825,-18.86039002759256
90,90,0.0006271384118758526,0.0006400086996635716,-19.0183999793604,-18.949900603030244
91,91,0.0006338002150590272,0.0006412969148521753,-18.970188228119497,-18.94116787088451
92,92,0.0006338029256157731,0.0006352908247591634,-18.967827073336007,-18.982033546629058
93,93,0.0006272078152102677,0.0006483206065910819,-19.014384912160985,-18.893861120238785
94,94,0.0006241390083138783,0.0006450624297078895,-19.034935626190943,-18.91574189638805
95,95,0.0006317379572380756,0.0006416845840009812,-18.98556386851571,-18.93854331897312
96,96,0.000635357757252593,0.00064582114818653,-18.960498768936766,-18.910636753024587
97,97,0.0006375520174468378,0.0006407383786465385,-18.946081612415526,-18.944951997712035
98,98,0.0006323820754127173,0.000656635546444082,-18.974834649644656,-18.838515484923665
99,99,0.0006247650857141107,0.0006468403888376136,-19.028020049968223,-18.903788081975726
100,100,0.0006322915979046567,0.0006468902237860388,-18.977918293485846,-18.90345349851752
101,101,0.000631953424596487,0.0006499164737761021,-18.984749619547614,-18.88318392310919
102,102,0.0006263967328608881,0.0006416059178790372,-19.01389626048648,-18.93907576681195
103,103,0.0006330210761138305,0.000643503055662701,-18.978934083635984,-18.926253242242584
104,104,0.0006247054810693353,0.0006451619249817572,-19.035593434830915,-18.915072086546918
105,105,0.0006352062427112353,0.0006408650691522972,-18.967496306107357,-18.944093370375562
106,106,0.0006278633798914242,0.0006332385451777986,-19.017419687318554,-18.996085952450493
107,107,0.0006308505850479237,0.0006421451015692009,-18.994735034824217,-18.93542763704859
108,108,0.0006293895355540991,0.0006450077941592195,-18.993336936650703,-18.916109751050197
109,109,0.0006214755457662738,0.0006455364330720745,-19.044534320693753,-18.912551795100004
110,110,0.0006287283769367051,0.0006357738778828398,-19.00681520397407,-18.97873257672969
111,111,0.0006286620940129782,0.0006333624263980278,-19.00497350518082,-18.99523642001311
112,112,0.0006293968103115552,0.0006319492117893931,-19.002281946574957,-19.004937612082465
113,113,0.0006236374677043677,0.0006469718738164948,-19.033489344337248,-18.902905369659166
114,114,0.0006277007638889644,0.0006534913646694468,-19.012067245806353,-18.859360845854845
115,115,0.0006341272605026199,0.0006438231242722587,-18.96933887626971,-18.92409366472459
116,116,0.0006281468914053642,0.0006481344829999694,-19.01297177615158,-18.895108096702163
117,117,0.0006330664810897379,0.0006403155949603962,-18.97898106051953,-18.94781858463779
118,118,0.000624759637597065,0.0006576512854448275,-19.026862101521708,-18.83180264385729
119,119,0.0006256160811165866,0.000646055078648619,-19.023541436026772,-18.90906392882
120,120,0.0006333963439041345,0.0006519760078701534,-18.977230254510854,-18.86944323328898
121,121,0.0006370003102347255,0.0006494262733643776,-18.953391064229454,-18.88646083129077
122,122,0.0006342155009162487,0.0006381136144658452,-18.960903656359395,-18.962779271028328
123,123,0.0006267497299200634,0.0006395291543173555,-19.01770402236543,-18.953155901914712
124,124,0.0006244702585108732,0.0006474193926949642,-19.02347832034313,-18.899902336615927
125,125,0.0006292319032075556,0.0006391558685879174,-19.001602471631557,-18.955691568387213
126,126,0.0006293075791675329,0.0006384253716341367,-19.004087487482504,-18.960657997458952
127,127,0.000630734415758478,0.0006366620440722296,-18.995011282028052,-18.972669784394878
128,128,0.0006322814199651025,0.0006304645059189122,-18.978696367165924,-19.015152961536373
129,129,0.0006337425264664302,0.0006462789146768811,-18.97470315227154,-18.907559507309777
130,130,0.0006276700470462134,0.0006477427638233884,-19.008750678377424,-18.897733676901886
131,131,0.0006311711772421817,0.0006453262298907104,-18.987499729842142,-18.91396619936114
132,132,0.0006289055304524978,0.0006405434258723337,-19.004742005486428,-18.946273594794324
133,133,0.0006310174976158695,0.0006487592135703093,-18.996857171137425,-18.890923990308888
134,134,0.0006293370556470353,0.0006445271980115457,-19.00313340071553,-18.919346891040803
135,135,0.000628555950243026,0.0006438119545284854,-19.003094424102525,-18.92416901150824
136,136,0.0006337867366850914,0.000647693682510994,-18.971809199411084,-18.89806276665705
137,137,0.0006226098588571797,0.0006444216675223096,-19.04310610078889,-18.92005803343715
138,138,0.0006315216173648296,0.0006343193327713953,-18.98502722687801,-18.988679896917667
139,139,0.0006272091605873375,0.0006470189607506128,-19.008077146821527,-18.902589299481235
140,140,0.0006328264639002376,0.0006422267362818514,-18.981921643188088,-18.934875561641164
141,141,0.0006277966031026979,0.0006489629740826786,-19.010239760041568,-18.88956018428444
142,142,0.0006317233825198461,0.0006407102949819283,-18.990911564820493,-18.945142353842947
143,143,0.0006269950476071807,0.000640885932003393,-19.01153436374042,-18.943951991572654
144,144,0.0006249212070617863,0.0006494566792083022,-19.027742958025858,-18.886257501341596
145,145,0.0006297198472275716,0.0006345902312252866,-18.998108631252926,-18.986825553490736
146,146,0.0006305488563363546,0.0006347632856647435,-18.987055561306196,-18.985641382373856
147,147,0.0006253307759665797,0.0006499337737056378,-19.028440522348287,-18.883068321116582
148,148,0.0006246002446187986,0.0006385006065676479,-19.02976203377254,-18.960146235351115
149,149,0.0006242295200264408,0.000648011052123222,-19.037900428520004,-18.895935246854325
150,150,0.0006342972328732769,0.0006416963419484857,-18.964901312893303,-18.93846374148188
151,151,0.0006325470911310121,0.0006423412521957959,-18.9764687087711,-18.934101237041855
152,152,0.0006298107345895746,0.0006424579034118276,-18.999936763445685,-18.933312616044592
153,153,0.0006324741851355996,0.0006407097129053191,-18.985459972969924,-18.945146299351176
154,154,0.0006327623532624127,0.0006496328309080319,-18.98810318928526,-18.885079727045927
155,155,0.0006286283341697274,0.0006390416651572052,-19.005171271234264,-18.956467628715846
156,156,0.0006336963749922736,0.0006461926938132628,-18.973362880788017,-18.908138943563603
157,157,0.0006332823312985375,0.0006372233466735404,-18.979946336659214,-18.96884258549655
158,158,0.0006288452783225046,0.0006332899302881407,-19.005265493383824,-18.995733551848087
159,159,0.000631410828383505,0.0006430566212848613,-18.993736986114744,-18.929267233712757
160,160,0.0006305905342217266,0.0006456505292781481,-18.99177783167016,-18.91178426329744
161,161,0.0006335318021322648,0.0006451007609843815,-18.98080258613279,-18.915483835051468
162,162,0.0006278789087352295,0.0006383399871226988,-19.014309586110517,-18.96123887196277
163,163,0.0006314508500508964,0.0006399097588942631,-18.984868324263683,-18.950572043151205
164,164,0.0006263251716424664,0.0006511087566123981,-19.019982195217683,-18.87522401596011
165,165,0.0006309743531374741,0.000641175741819959,-18.98986548205543,-18.941988547709546
166,166,0.0006279947755848701,0.0006454694789442185,-19.006120983034517,-18.913002262569194
167,167,0.000631568164891112,0.0006529898872893108,-18.990857028716643,-18.86269482205024
168,168,0.000631602424600152,0.0006408663190852263,-18.991855958435217,-18.94408489997406
169,169,0.0006271032820522939,0.0006390642864923729,-19.00826980834393,-18.95631389621777
170,170,0.0006270570849721349,0.0006401368913142697,-19.012049696068992,-18.949030812482942
171,171,0.0006285380564879664,0.0006453649624937066,-19.00649791476817,-18.913705542809748
172,172,0.0006351310216111236,0.0006362318741402736,-18.968978064539762,-18.975605149741014
173,173,0.0006300871699722004,0.0006403162597531551,-18.996768088326057,-18.947814075678785
174,174,0.000638929864790137,0.0006445348324058088,-18.945057997966977,-18.919295449368907
175,175,0.0006251559789609356,0.0006314553534857145,-19.018404593114315,-19.0083328815464
176,176,0.0006297398898654531,0.0006473974943602164,-18.994743736114476,-18.90004923500812
177,177,0.0006258531471176707,0.0006456929167095376,-19.016689855606895,-18.91149915513945
178,178,0.0006337426494826208,0.0006413106365423454,-18.97790456359913,-18.941074946835887
179,179,0.0006289215171565637,0.0006413507385571536,-19.008242473555626,-18.94080338515814
180,180,0.0006311845332000059,0.0006548516991499223,-18.99179640020025,-18.85032978989343
181,181,0.0006217871115725372,0.0006358758056242215,-19.048682680302992,-18.97803636839018
182,182,0.0006229177659819114,0.0006362731035455669,-19.03580675572413,-18.97532372525103
183,183,0.0006292287209887326,0.0006413669447953764,-19.004903415638232,-18.940693645034898
184,184,0.0006333441190306366,0.0006515635606391649,-18.969079201878856,-18.872191497581056
185,185,0.0006273985485133436,0.0006409955431560153,-19.01966742097796,-18.94320927830661
186,186,0.0006288221824827805,0.0006403390342663778,-19.001612830633658,-18.947659610297382
187,187,0.0006276370973095836,0.0006360076337219461,-19.004713799303175,-18.97713609382357
188,188,0.0006240365922345405,0.0006360146370226223,-19.039184111617857,-18.977088272414953
189,189,0.0006219695481836566,0.0006376862231838075,-19.040472645792995,-18.965689032839993
190,190,0.0006276837048437638,0.0006411745929845461,-19.015180540034667,-18.94199632924735
191,191,0.0006220915316383249,0.0006404890752348461,-19.04293737988731,-18.946642112875523
192,192,0.0006224460931033971,0.0006392627347897934,-19.048739796748595,-18.954965493191466
193,193,0.000628352499466159,0.0006369702199375943,-19.0073595820046,-18.97056809328391
194,194,0.0006266339710846389,0.0006488857784700629,-19.012040028907816,-18.890076818114995
195,195,0.0006334169872210736,0.0006390962271804088,-18.97665525333537,-18.956096839527056
196,196,0.0006309970823289423,0.0006436655837062158,-18.99524732753048,-18.92515649344574
197,197,0.0006262798620791165,0.0006393902279485605,-19.021182908117652,-18.95409943215489
198,198,0.0006317791004530778,0.000646695635575605,-18.98433849717325,-18.904760077219827
199,199,0.0006268776367543285,0.0006492574742112897,-19.017425667890794,-18.887589798081734
200,200,0.0006210660518713526,0.0006445437014151953,-19.04340030969901,-18.919235689443727
201,201,0.0006315261593626178,0.000642315153718779,-18.986089098324538,-18.934277695501937
202,202,0.0006204066964912891,0.0006417751275493126,-19.053219433600862,-18.93793056014441
203,203,0.0006294931655932102,0.000643937333830093,-18.999095468120014,-18.92332332610197
204,204,0.0006315917137904649,0.0006446805292446362,-18.98173691539413,-18.91831383938682
205,205,0.0006299779243940084,0.0006407319114690548,-18.992332150696463,-18.944995832664997
206,206,0.000630027258687067,0.000631147977209797,-19.000969649142853,-19.0104474304295
207,207,0.0006254750943608274,0.0006300253291173201,-19.022760563439984,-19.018179278194037
208,208,0.0006248040176380772,0.0006391116460834287,-19.031539027288687,-18.955992062445972
209,209,0.000632627439905995,0.0006444129761994669,-18.981117682833876,-18.920116607181573
210,210,0.0006243106555049643,0.0006335229416818995,-19.03882942431373,-18.994135911566552
211,211,0.0006280685444938537,0.0006485832885741011,-19.00790794785879,-18.89210183278956
212,212,0.0006283359816921971,0.0006423189923608382,-19.004999003921384,-18.934251741014126
213,213,0.0006275016042768725,0.0006432131478121798,-19.008913474192248,-18.928210245372448
214,214,0.0006333328747507377,0.0006470281422432316,-18.978528195274983,-18.90252767156103
215,215,0.0006265969960182213,0.0006382327624841741,-19.013810462473472,-18.961968435851066
216,216,0.0006259349678863877,0.000649969770548571,-19.020849744348464,-18.882827792035407
217,217,0.0006316955154521641,0.0006388697901887721,-18.990198332984424,-18.957635852860104
218,218,0.0006241275378042044,0.000631875073610756,-19.032666936122883,-19.005447141805693
219,219,0.0006283854257997087,0.0006408011755219808,-19.008406143017247,-18.944526379377923
