,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.00813169903169895,0.00796109271284781,-10.89415901249754,-11.008217541089904
1,1,0.007682047145844428,0.0075208754523804315,-11.149167868134931,-11.2552603903011
2,2,0.00726639441473736,0.007123206668582402,-11.391790440072132,-11.49118890844628
3,3,0.006873389677211796,0.0067642308085372575,-11.628327182066204,-11.715760176001622
4,4,0.0065342589694353725,0.006452623877282205,-11.843368310767918,-11.920580848713795
5,5,0.00624205266154304,0.006170736993417928,-12.04741284300433,-12.114573992496112
6,6,0.005990834705070737,0.005916415811761429,-12.225623706826363,-12.297357466815527
7,7,0.005741439466892751,0.005663497790106033,-12.409421192269736,-12.487097003547774
8,8,0.005525202072734378,0.005455711684924991,-12.573604768528421,-12.649430244130997
9,9,0.005333736457276283,0.005277567788174278,-12.737902532870072,-12.793606153915078
10,10,0.00515065338347376,0.005096318028671176,-12.884313774653517,-12.945379140210811
11,11,0.004959899466484785,0.004922298690010058,-13.042751574804027,-13.09626472149793
12,12,0.004839497181519712,0.0047727832815756925,-13.156027871245172,-13.230227209950174
13,13,0.004685822125409067,0.004639466513732546,-13.297659901318763,-13.353263912761015
14,14,0.004524433394874802,0.004519174145044465,-13.435772004667381,-13.467353586763412
15,15,0.004426687730226628,0.004386404945858215,-13.537284569614057,-13.596857131787205
16,16,0.004294028505682945,0.004268101906698001,-13.673221818818472,-13.715596554963403
17,17,0.0042017594786341655,0.004173330423471175,-13.767762838478161,-13.813116643976846
18,18,0.0040927700093496095,0.004072997118591478,-13.8785153949704,-13.918803328919036
19,19,0.00398547594800361,0.0039880577548358,-13.993046732723315,-14.010329966256695
20,20,0.003909480323554161,0.003911960931298764,-14.077494638547385,-14.093999268958592
21,21,0.0038344197037639386,0.003838301256397053,-14.16224000149647,-14.176553775717506
22,22,0.0037694115998204224,0.0037544803987992438,-14.236527976190786,-14.272445944126995
23,23,0.0036924257922495147,0.0036913249641656876,-14.325732122297225,-14.346121559380322
24,24,0.0036134673162488288,0.0036346118063911013,-14.414863477069806,-14.413364027580915
25,25,0.0035579170618859146,0.003591263433918357,-14.482576303399942,-14.46547172161936
26,26,0.003519726511494247,0.003530489219548671,-14.533457490745462,-14.539595460379145
27,27,0.0034821987723374797,0.0034835033706928555,-14.582017187652179,-14.5977820063894
28,28,0.00341498897622157,0.0034386729576477877,-14.66104068446696,-14.654035624601836
29,29,0.00338169009203917,0.0033890776164633664,-14.701490910894758,-14.717129206010606
30,30,0.003349937858616876,0.003366131984971856,-14.749071030311312,-14.746632952168195
31,31,0.003330801966475304,0.0033582194561236783,-14.774339035120512,-14.756853623210706
32,32,0.0032899794936871404,0.0033007519270636535,-14.827846373510777,-14.83181550232949
33,33,0.003280791093969775,0.0032820923033317455,-14.836111549617893,-14.856436450484647
34,34,0.003236221440002015,0.003271366690138453,-14.89265944154389,-14.870652084666586
35,35,0.003227644103108761,0.003250199725459281,-14.913327699880504,-14.898843864534474
36,36,0.003229265890957922,0.00323845327243601,-14.905291063856192,-14.914568007293896
37,37,0.0031921255123830332,0.003222573082894087,-14.956903242807279,-14.935916604863358
38,38,0.0031816599189697465,0.0032105328956324804,-14.971632805817467,-14.952173116140386
39,39,0.003171467294282827,0.003191371570880476,-14.987946128036844,-14.978170637656433
40,40,0.003154488143597528,0.0031673677241135585,-15.00768507114234,-15.010959488496745
41,41,0.003133811200632877,0.0031792337663079564,-15.03235052816731,-14.994719733536094
42,42,0.003148417365401215,0.0031609543795256237,-15.02034702816089,-15.019762078102683
43,43,0.0031223670296255768,0.0031609383754824336,-15.054050150935998,-15.01978406666818
44,44,0.00312491002031746,0.0031459598042266933,-15.05064867075725,-15.040412663763934
45,45,0.0031005694631717562,0.00313576108677999,-15.083538111600658,-15.054514693058707
46,46,0.0031108583261249298,0.003122704066826325,-15.075389751055816,-15.07263606884067
47,47,0.003107618281291318,0.0031229451323222172,-15.076932021609155,-15.072300816535083
48,48,0.003086486389649283,0.003107817377895117,-15.099923828026409,-15.093389449490967
49,49,0.0030834874085429098,0.003111681582308129,-15.111058963309688,-15.087992864074057
50,50,0.0030685680721569616,0.0031140069844887443,-15.129786472392091,-15.084748534161381
51,51,0.0030740518098908293,0.0031045284244771067,-15.12481441603827,-15.097987952213035
52,52,0.0030726015630187756,0.003104319746949171,-15.129178315710332,-15.098279882363077
53,53,0.003062145561267881,0.0030929939208650275,-15.138839237909188,-15.11415369321414
54,54,0.0030697299186716377,0.0030974382166995816,-15.131733116460985,-15.107917832952326
55,55,0.003061666801456631,0.003079056445705263,-15.146996080676665,-15.13376785214897
56,56,0.00305918116151288,0.0030924354091678794,-15.148994551125982,-15.114937983312263
57,57,0.003053732357976824,0.003074118659194363,-15.151698507627092,-15.140738087379608
58,58,0.00305673617812008,0.0030710026744360987,-15.151697290993248,-15.145142410837906
59,59,0.0030610169039213472,0.003076307107939532,-15.14858417893632,-15.137647467997954
60,60,0.003036895973281455,0.003069437035408459,-15.173319973481266,-15.14735706788926
61,61,0.0030410411676449565,0.0030590803484971587,-15.16678360825053,-15.16203551612172
62,62,0.0030438277519970517,0.003082088832008211,-15.168072591257166,-15.129492839353958
63,63,0.003028200413628491,0.003073024367423434,-15.179407106111618,-15.142284317492258
64,64,0.003038969615800786,0.0030685910636461095,-15.174354570534554,-15.148554197862051
65,65,0.003037414062268955,0.0030642418362396328,-15.172084573693672,-15.154713980170351
66,66,0.0030283215239682456,0.003067094722370568,-15.186594163542663,-15.150672470519936
67,67,0.003050029625847321,0.0030589599505459007,-15.164090933426781,-15.16220644721506
68,68,0.003021174933780561,0.003070107305814561,-15.184479253365,-15.146408806182098
69,69,0.0030421078080292217,0.0030704253402195477,-15.165712135100717,-15.145958941014934
70,70,0.0030396050034263698,0.0030670299954516323,-15.173099485964014,-15.150764123510442
71,71,0.003034659171688188,0.0030542179133350913,-15.171537372940339,-15.168944157298299
72,72,0.0030375735728627013,0.0030707631407207565,-15.173834114971278,-15.145481167390944
73,73,0.0030377866153019606,0.0030664284713566303,-15.178188352154345,-15.151615971117929
74,74,0.003033200770942974,0.0030849529062642865,-15.174535491368657,-15.125458970969765
75,75,0.0030372455312880045,0.003071100353018234,-15.17254128028216,-15.145004278120055
76,76,0.003045841761067817,0.0030780467449834474,-15.15941847411116,-15.13519224749272
77,77,0.0030417796560399924,0.0030776477835484243,-15.16923548093714,-15.13575519534259
78,78,0.003046858518086758,0.0030860705791335356,-15.16461625061927,-15.123885814859943
79,79,0.003038235068724481,0.003086554597278959,-15.160130224501367,-15.123204722442626
80,80,0.003041599848374878,0.003108617972190443,-15.160354646797531,-15.092270822280856
81,81,0.0030537213717308853,0.0030956226646115907,-15.153372348956804,-15.110464180521394
82,82,0.0030715316053979177,0.003094617755299336,-15.133957323561141,-15.111874227767881
83,83,0.0030752640054321164,0.003095453445750632,-15.118991393026437,-15.110701589386206
84,84,0.0030809068673088684,0.003110187924712112,-15.116506506577403,-15.090078048482159
85,85,0.0030775293899872867,0.0031116302370240816,-15.11407673802298,-15.088064526796996
86,86,0.003085102516312882,0.0031185661516103303,-15.107941029808647,-15.078394749190347
87,87,0.003072773536052747,0.003102125734777043,-15.123385099239448,-15.101350391633094
88,88,0.0030798520964867983,0.0031149430372016994,-15.113045558870128,-15.08344326592307
89,89,0.003085612809074294,0.0031313225381860606,-15.101133817656567,-15.060666318279152
90,90,0.003110121570757984,0.0031335231676501664,-15.084428517375148,-15.057615257432138
91,91,0.0030936709528347267,0.003134285148821379,-15.097161393631966,-15.05655930867655
92,92,0.003099959358073694,0.003132307289266273,-15.087489769963955,-15.059300745997618
93,93,0.003081031825355033,0.003132370080014593,-15.103478724531236,-15.05921368748238
94,94,0.0031036964651274005,0.003141563679826887,-15.077275291629093,-15.046485684038286
95,95,0.0031080163136777495,0.003156186204011503,-15.069922844603552,-15.026318185823904
96,96,0.003110373884765911,0.0031511445872877773,-15.07522091606762,-15.033261049173714
97,97,0.0031266952312753067,0.0031572961567067786,-15.049249308863718,-15.024791147944786
98,98,0.003118623189685732,0.003150366307971509,-15.057302474479377,-15.034333815434922
99,99,0.0031288194892563157,0.0031657975632697344,-15.043314350908636,-15.013112952596295
100,100,0.003122873724313434,0.003168450300826838,-15.048016630057843,-15.009475364124679
101,101,0.0031258668030429747,0.0031800283805320136,-15.04514563587313,-14.993634398267389
102,102,0.0031333334249511514,0.003184544988662789,-15.036418376156115,-14.987470471155206
103,103,0.0031609771528386885,0.0031860923933747566,-15.008748338604248,-14.985360700026842
104,104,0.0031410787547410455,0.003189277394037498,-15.023268587695068,-14.98102141187922
105,105,0.0031573640989120476,0.003200831614728821,-15.006538277564442,-14.965316078056075
106,106,0.0031863281157674247,0.0032130151031244743,-14.968788713454927,-14.948816687354993
107,107,0.0031652901076817327,0.0032253139162142026,-14.990289641843567,-14.932224453128686
108,108,0.0031787792710376156,0.003224440482690146,-14.975859851167662,-14.933400706792517
109,109,0.0031955288963142745,0.0032385309765997684,-14.950235693497344,-14.914463802965939
110,110,0.0032024377064068907,0.0032555669864737674,-14.944433972677958,-14.891677999314958
111,111,0.0032128254383725604,0.0032626287766585223,-14.928993673903445,-14.882267733588158
112,112,0.0032172896899282932,0.0032792316480098585,-14.921535355567057,-14.860223390159792
113,113,0.0032240161360193465,0.0032875637989491224,-14.913808342060861,-14.84920246177413
114,114,0.003262509743097363,0.003287418524881727,-14.870760145986136,-14.849394376285032
115,115,0.003262069762790019,0.003308943472802639,-14.860071676147522,-14.821050876370656
116,116,0.003277877806541846,0.003337237628568944,-14.844381699520142,-14.784073039721797
117,117,0.003291866490041319,0.003326993166027885,-14.828052852067032,-14.797425269538913
118,118,0.0032907894850929373,0.0033415280478565315,-14.827500033162732,-14.778493249178943
119,119,0.003325836466548523,0.0033455394625075555,-14.785756822234696,-14.773282787481538
120,120,0.003324573014661209,0.0033542488726150048,-14.793563249325214,-14.761991532618763
121,121,0.0033279937600774554,0.0033535706737127745,-14.780067623822386,-14.762869725718149
122,122,0.0033246568576960835,0.0033465264193517598,-14.774483016769288,-14.772001778232706
123,123,0.003309689464585222,0.003358125171967243,-14.79544044498657,-14.756975555872415
124,124,0.0033272251549186474,0.0033546416946735823,-14.779797561299253,-14.76148295239706
125,125,0.0033138185168242024,0.003363168786132806,-14.796797513533019,-14.750457720986034
126,126,0.0033156841263635873,0.003368737702993186,-14.792375269386929,-14.743272385247213
127,127,0.0033115573352221974,0.0033506059063304412,-14.802409649491732,-14.766710860219414
128,128,0.00330763926115079,0.003356902688545616,-14.803100107285891,-14.758556838396109
129,129,0.00332732031304274,0.0033472652277468065,-14.785157317821454,-14.771043097630228
130,130,0.0033001679802294247,0.0033498328105595553,-14.816846387301815,-14.767713037070678
131,131,0.0033103949246332818,0.003341109418359242,-14.801574288240719,-14.779037371112212
132,132,0.003313433798990145,0.0033446354546437136,-14.801349560806514,-14.774456465701062
133,133,0.00330894534024842,0.0033255855944987977,-14.808013199551489,-14.799263054792103
134,134,0.0033073400281676928,0.0033287980079062677,-14.809830639120849,-14.795069928551738
135,135,0.0032799683520858434,0.0033210554086652243,-14.835386634206698,-14.805183142888435
136,136,0.0032883510401606865,0.003318117710908777,-14.833508444675408,-14.80902647092164
137,137,0.0032858870870712186,0.003322491373278593,-14.833187448224713,-14.803305737526584
138,138,0.0032957169832181685,0.0033095061019259063,-14.822019258514246,-14.820312495813631
139,139,0.0032857506147096144,0.003304662072638932,-14.826753111774778,-14.826673796313145
140,140,0.003271980691201908,0.003314512953358261,-14.84605604738438,-14.813747151285659
141,141,0.0032696498476314484,0.003303987304925134,-14.855877549008813,-14.82756065799681
142,142,0.003283643831028459,0.0033053768382064605,-14.842789647117282,-14.825734562074954
143,143,0.0032562899868935347,0.0033199342310820754,-14.86898349585293,-14.806649554578966
144,144,0.003264971415886713,0.003298506250997123,-14.860290891090157,-14.834771242914773
145,145,0.0032772792373620663,0.0032976878145219465,-14.847417892268918,-14.835848962712737
146,146,0.0032775913312378313,0.0032969263970459763,-14.85719076643781,-14.836851839906455
147,147,0.0032751703990104887,0.003301786381359163,-14.854440880604336,-14.830454638446508
148,148,0.0032526444854963686,0.003284142181081207,-14.873126953583679,-14.853724848801209
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150,150,0.0032529659670076727,0.003279778542683313,-14.882768234124784,-14.85949915484834
151,151,0.0032604338226782294,0.003283273134576647,-14.8682781544779,-14.85487422670868
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153,153,0.003269410752163259,0.0032866881841695623,-14.867995117083995,-14.850359322418536
154,154,0.003260694220950155,0.003281704039852086,-14.863071427733782,-14.856950240608901
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159,159,0.00325590150776444,0.0032760529582829853,-14.874629676432374,-14.864435221069279
160,160,0.003235577970512749,0.003295333234985408,-14.889816025063322,-14.838950972961806
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162,162,0.0032654316380581598,0.003280456582280366,-14.863040774686876,-14.85860141612114
163,163,0.003260288877201449,0.0032915045923896527,-14.862758681912025,-14.843999703728684
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170,170,0.00324715836904943,0.003285541162384968,-14.88457378472611,-14.85187523189297
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172,172,0.003251860650333086,0.0032920859459983675,-14.880546357193435,-14.843232709902193
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179,179,0.0032581766856085393,0.003288937156627837,-14.877594225378195,-14.847388604605264
