,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0030693759296819105,0.0029556680789315387,-12.111456100829546,-12.29275764061085
1,1,0.002849519178367306,0.0027504697393037772,-12.43588373695864,-12.605245541192364
2,2,0.0026628888913036624,0.0025624094996601343,-12.72932893409185,-12.912828895936109
3,3,0.0024986812441619402,0.002401280131092981,-13.015848670479961,-13.194885979186362
4,4,0.002333945270685345,0.002254320443362782,-13.309142548300535,-13.469157758570077
5,5,0.002188000609598977,0.002115135240417562,-13.587228596915734,-13.745932842039734
6,6,0.002052479254360282,0.0019914992031102117,-13.868447880334669,-14.007512883546465
7,7,0.0019486664899999334,0.0018771985839856299,-14.091151732349887,-14.264212073767764
8,8,0.0018280447705543226,0.0017775831388701733,-14.375774689526544,-14.50101503169957
9,9,0.0017331245297700474,0.0016846998447650357,-14.595811006247901,-14.734088894730455
10,10,0.00164726635767627,0.0015961532664828394,-14.826937142416025,-14.968568342993125
11,11,0.0015631790054462774,0.0015187736502603481,-15.047351124346534,-15.184383715139703
12,12,0.0014764934312552214,0.0014466288082889821,-15.29321669686928,-15.39574315894551
13,13,0.0014257318107411265,0.0013845394929184725,-15.442812018622492,-15.586260771464078
14,14,0.0013648178044360938,0.0013232382357512649,-15.646100547042705,-15.782933837333303
15,15,0.0012843866266079784,0.0012645368145680741,-15.90192027146699,-15.979999478022238
16,16,0.0012443626177084353,0.0012144356181747035,-16.036834607708176,-16.155569291606113
17,17,0.0011896037150980886,0.001163120761415676,-16.23494395163599,-16.3430661747466
18,18,0.0011422951434518105,0.0011217779308361443,-16.41416163506385,-16.500245336019372
19,19,0.0010982720156142622,0.0010792541709777556,-16.58186005496758,-16.668076895759114
20,20,0.001061035324363326,0.0010414647465375694,-16.731459278288288,-16.8228685160489
21,21,0.0010224527585771435,0.0010058178480616526,-16.892073176764534,-16.974120874861253
22,22,0.0009897422002263599,0.0009759173630491683,-17.036060256678415,-17.105183804915885
23,23,0.0009531813959312654,0.0009463138443319813,-17.194791531143366,-17.238962315630406
24,24,0.0009326691242395757,0.000920689493221672,-17.279649847324638,-17.358182382464328
25,25,0.000906132524665061,0.0008988647911648609,-17.422297689740567,-17.462370560186685
26,26,0.0008916617461153757,0.0008825838112419373,-17.481625474657033,-17.541754681638075
27,27,0.0008744001940622465,0.0008660960899616935,-17.57099638924194,-17.62365347360423
28,28,0.0008662586969313855,0.0008567234954649681,-17.61969356969302,-17.670907478183064
29,29,0.0008549244003850467,0.0008463752486644999,-17.67199592506008,-17.723684709180333
30,30,0.0008430104839529112,0.000838020402864602,-17.733786927786472,-17.766768330089263
31,31,0.0008338891472619449,0.0008329294842520827,-17.77733941080208,-17.79323189694307
32,32,0.0008278395188492291,0.0008275569661667472,-17.805141497042843,-17.821335265082624
33,33,0.0008211782383348447,0.0008231018161352136,-17.849245394522683,-17.844778653792083
34,34,0.0008218475904306109,0.0008229728953569735,-17.842036588299965,-17.845458933761343
35,35,0.0008189310187704323,0.0008193029666711625,-17.858962479644166,-17.86486897889597
36,36,0.0008215723222015982,0.0008178041469746907,-17.84061259579545,-17.87282116846241
37,37,0.0008074042072865306,0.0008138430390605017,-17.920050193613516,-17.8939077207962
38,38,0.0008141292803968812,0.0008118438816286231,-17.883136215931316,-17.90458903301844
39,39,0.0008057780562631172,0.0008136882036189107,-17.923136740848722,-17.894734054280015
40,40,0.0008140610112117354,0.0008112891656836789,-17.881504143826174,-17.907557490640457
41,41,0.00080654717568961,0.0008075912054137964,-17.925098100741835,-17.92739844444416
42,42,0.0008114561769804082,0.000807216023340037,-17.89936517225051,-17.92941651204224
43,43,0.0007976055452504109,0.0008040357497520745,-17.974986768434714,-17.946560661539937
44,44,0.0008013705205719572,0.000804138158472549,-17.949282888602344,-17.946007542974417
45,45,0.0007965066266178931,0.0007976277510782605,-17.977552765312268,-17.981311697715224
46,46,0.0007968917861100786,0.0007992944723044179,-17.971841280357875,-17.972246157970982
47,47,0.0007902754737141053,0.0007998809849500264,-18.01261213087137,-17.969060526077747
48,48,0.0007910393520508,0.0007964055341864494,-18.014589131366453,-17.987971560601757
49,49,0.0007879548074831207,0.0007984472873718723,-18.023331026257722,-17.976851755510246
50,50,0.0007981162520663179,0.0007968342764989325,-17.970118104419047,-17.985634179578312
51,51,0.0007960905444558672,0.000799258763436228,-17.985445990009932,-17.972440185471168
52,52,0.0007976177364549379,0.000797364388984677,-17.973118808315355,-17.982745895441372
53,53,0.0007935210350737667,0.0007988460588661072,-17.99323371347957,-17.974683283908057
54,54,0.0007939679750971036,0.0007983586922484008,-17.98831501085848,-17.97733367220868
55,55,0.0007959968985308,0.0008015374493736186,-17.980660590279015,-17.960076070800067
56,56,0.0007957830531858676,0.0008000261517927834,-17.977940944617533,-17.968272415849473
57,57,0.0007982721561854033,0.0008038458487901249,-17.962768846077214,-17.94758651991584
58,58,0.0007962490913227738,0.0007992546031202533,-17.98132319913822,-17.972462791503855
59,59,0.0007951349870916264,0.0008020984486823803,-17.981843735555366,-17.957037489356722
60,60,0.0008048829862598292,0.0008047611520037447,-17.945730316879487,-17.942644216697623
61,61,0.0008029678912074833,0.0008030672294185742,-17.94271183777008,-17.95179521206748
62,62,0.0008005114403054042,0.000804858444577181,-17.954603410222898,-17.942119202863115
63,63,0.000796034783316949,0.000810114198094724,-17.969427577957056,-17.913851816173757
64,64,0.0008096995333824115,0.0008060804837824483,-17.90418425397481,-17.93553018851903
65,65,0.0008071162107823052,0.0008100225914906906,-17.9181144784838,-17.914342938194263
66,66,0.0008199529232668508,0.0008116274287826137,-17.853445170594092,-17.905747098166476
67,67,0.000811669091002766,0.0008117224175581022,-17.896416052521737,-17.905238851577764
68,68,0.0008088089345675922,0.0008097722679131517,-17.90856758561934,-17.91568525816336
69,69,0.0008103195049790377,0.0008118033200796498,-17.915597272455067,-17.90480602174458
70,70,0.0008006357022599538,0.0008123746221443932,-17.953263443146586,-17.90175077344942
71,71,0.0008097893231999629,0.0008056996096121637,-17.904509151801072,-17.937582721047644
72,72,0.00081244833136131,0.0008050793579681532,-17.896075951035083,-17.9409273373497
73,73,0.0008028213393192776,0.000806393558282013,-17.94537826556781,-17.93384375480603
74,74,0.0007952447067322113,0.0007978932974909089,-17.986483007076256,-17.97986608416007
75,75,0.0007991392595078988,0.0007970283347132959,-17.961070474122305,-17.98457664285602
76,76,0.0007894745699043587,0.0007877226514545711,-18.005943989806457,-18.03558091262266
77,77,0.0007965537514201529,0.0007880024893797542,-17.977260473478555,-18.034038358469495
78,78,0.0007828410724465994,0.000783564391129307,-18.050280055936902,-18.05856733942467
79,79,0.0007836857832219336,0.0007752825744989279,-18.048791832575652,-18.104714025825437
80,80,0.0007765787034343506,0.0007774005827837085,-18.09169786466156,-18.092865634517473
81,81,0.000763861725308462,0.0007679640364490057,-18.148324440281872,-18.14590542706016
82,82,0.0007731695749470484,0.0007650031015816095,-18.116297611313556,-18.162682293848984
83,83,0.0007603673820057404,0.0007532037347310075,-18.18654132711351,-18.23018960536947
84,84,0.0007549953807779041,0.0007478839190872876,-18.21131304845234,-18.260972301443882
85,85,0.000744048219183748,0.0007410898198079513,-18.27623538815309,-18.300605778214628
86,86,0.0007426693925115559,0.0007368284001897432,-18.285149838194492,-18.325650684342133
87,87,0.0007345996744277858,0.000732558185087615,-18.333072633390884,-18.35089300103183
88,88,0.0007283748007504289,0.0007313145293952211,-18.355536078257664,-18.35827223461129
89,89,0.0007248489400995991,0.0007290659950261837,-18.382878375566335,-18.37164582901604
90,90,0.0007250914878221517,0.000728453650433374,-18.38934706185204,-18.375295013356787
91,91,0.0007251967872809811,0.0007291480402560218,-18.38420075380945,-18.371157124480757
92,92,0.00072067758529303,0.0007287406264559218,-18.40936667156527,-18.373584436989326
93,93,0.000721636901551992,0.0007296106931263287,-18.405382119897066,-18.368402349606065
94,94,0.0007212524225493681,0.0007301750409073735,-18.40895636697096,-18.365044416538517
95,95,0.0007320901357386377,0.000730497505221712,-18.347672734453806,-18.36312688238654
96,96,0.0007277030033328253,0.000730428302440008,-18.370111686436793,-18.36353832540563
97,97,0.000732580635495023,0.0007292538679106847,-18.337632796137843,-18.370526840520263
98,98,0.0007266767932697362,0.0007291030242892081,-18.371219833051583,-18.371425256443302
99,99,0.0007259340545152957,0.0007285335113441473,-18.376770640213888,-18.374818919211098
100,100,0.0007229359429233621,0.0007289477385041353,-18.390992875059272,-18.372350323821628
101,101,0.0007283704075722274,0.0007293455388495012,-18.366273346893593,-18.36998094446756
102,102,0.0007279211140391369,0.0007258217849180495,-18.36110211139793,-18.39101426282604
103,103,0.0007206506549486334,0.0007283387117479977,-18.415226480997,-18.375980316742716
104,104,0.0007246601708550198,0.0007263284121443959,-18.3913399944942,-18.387983923152415
105,105,0.0007242244421072381,0.0007245685341522881,-18.392834930104623,-18.39851955323392
106,106,0.0007221935744176513,0.0007252866727005886,-18.40679505771838,-18.39421728038901
107,107,0.0007272655493579805,0.0007263159220057883,-18.373352271733186,-18.388058606241017
108,108,0.000718970995482787,0.0007275568940186579,-18.413830516623143,-18.38064465060016
109,109,0.0007154924756626493,0.0007242690005927886,-18.432795514050632,-18.400315279404307
110,110,0.0007251201487943222,0.0007203664158863065,-18.387169735213906,-18.423779678889144
111,111,0.0007200204370034494,0.0007228662725538015,-18.417701294557194,-18.408734633821847
112,112,0.00072190747296284,0.0007226980401595172,-18.40757070547473,-18.409745483359323
113,113,0.0007154593825071436,0.0007227221013684021,-18.43953928595335,-18.40960089356225
114,114,0.0007169027428728403,0.0007223826924976157,-18.432740184298424,-18.411640931115617
115,115,0.0007237141241425092,0.0007217090552378642,-18.395534738191436,-18.415692709216195
116,116,0.0007231935532283538,0.0007224443834275007,-18.4020113809239,-18.411270062782716
117,117,0.0007183400046358787,0.0007255185536403013,-18.430639306019923,-18.392829022177576
118,118,0.0007229395650000763,0.0007223042837148043,-18.395243325838408,-18.41211234813954
119,119,0.0007189704338088632,0.0007234046444002735,-18.4210105208676,-18.40550132628322
120,120,0.0007257803640875619,0.0007221011542960218,-18.384396092490924,-18.413333860935733
121,121,0.0007277637601292395,0.0007226685227483119,-18.37707271623228,-18.409922867410366
122,122,0.0007193920919047573,0.0007227840465738586,-18.41522747221822,-18.409228671542095
123,123,0.0007193739869218972,0.0007195739982355582,-18.420186222517934,-18.428559635676912
124,124,0.0007222950201692808,0.0007187546181835627,-18.3970146797083,-18.433507771584047
125,125,0.0007207638760500578,0.000724420294557747,-18.40925741062892,-18.399408167926566
126,126,0.0007179456699361122,0.0007209481187409869,-18.430332978143362,-18.42027412409812
127,127,0.0007221753074134671,0.0007218537380379674,-18.40369121629283,-18.41482215558023
128,128,0.0007242243652971289,0.000723907077611473,-18.39615386177276,-18.402486025894287
129,129,0.0007271943055813384,0.0007217305062926913,-18.373043658168143,-18.415563627611512
130,130,0.0007222389871945855,0.0007211512665411359,-18.40222364892764,-18.419050547275337
131,131,0.0007200923000615974,0.0007226518263403131,-18.41277918244208,-18.410023207212078
132,132,0.0007172876437309861,0.0007227415243457807,-18.43125966745285,-18.40948417956477
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139,139,0.0007217875795832538,0.0007264021581872122,-18.40355143874003,-18.38754299487378
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