,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.004697158663850469,0.004606768072239663,-13.277619671921057,-13.383980874946225
1,1,0.004482260453946812,0.004429857761256005,-13.488966661839186,-13.554046540977538
2,2,0.0043247282485832875,0.004290751157034384,-13.64539188320586,-13.692611074716634
3,3,0.004182905904449446,0.004163510729803851,-13.785255894079436,-13.823347475217375
4,4,0.004060503517844013,0.004062112678136481,-13.909532826808151,-13.930424696957115
5,5,0.003963552206543456,0.0039798927762986795,-14.019841296586954,-14.019230639901327
6,6,0.0039025694923955447,0.00390776350947195,-14.086990624763565,-14.09866162586513
7,7,0.0038388444845247824,0.0038363455525158266,-14.157623907964478,-14.178767171182825
8,8,0.003780800573162965,0.0037820941376450813,-14.22124872788119,-14.24062101354918
9,9,0.0037421690511334803,0.0037384794436787303,-14.276984037489164,-14.290994387528004
10,10,0.003697960697517721,0.0037017116004503087,-14.323314111026658,-14.333918557941399
11,11,0.003633427546484415,0.0036535845505759903,-14.394315268013765,-14.390752735800529
12,12,0.003620633027353084,0.003609314744703864,-14.41618519665538,-14.44369680051183
13,13,0.0035718330206138266,0.0035676725061708375,-14.476606409276215,-14.494094541867941
14,14,0.0035067001794532094,0.0035114867833295933,-14.542427641458486,-14.563033975989937
15,15,0.0034654275082128564,0.0034614618328448975,-14.600505253284592,-14.625348884321486
16,16,0.0034178015463937495,0.003439860161099779,-14.664402630928475,-14.652536479640794
17,17,0.0034110774598132398,0.003424074464036446,-14.673158906910462,-14.67251234942616
18,18,0.003398463670068334,0.0034170305895570075,-14.685862482915471,-14.681455690815376
19,19,0.003369506726943955,0.003405681210815122,-14.722185380753267,-14.695904423962055
20,20,0.003365838259324124,0.00340708897841212,-14.727752527945476,-14.694109601324865
21,21,0.0033600636657096982,0.0033998057540310057,-14.735761414498057,-14.703403311571876
22,22,0.0033536380368102458,0.003382766092392175,-14.744101735758024,-14.725224670076397
23,23,0.0033439941915501025,0.003383152971142217,-14.756194737524865,-14.724728006415738
24,24,0.0033195990656224106,0.0033742307538264676,-14.78324844919319,-14.736196563348585
25,25,0.0033218058272620143,0.0033758678350989755,-14.780792078063879,-14.734090000406873
26,26,0.0033268390857067306,0.003360384413482327,-14.778228732780681,-14.754054740927401
27,27,0.0033240797809449977,0.003355929677031542,-14.783838381340749,-14.759815840591715
28,28,0.0032957734722528875,0.0033361740459344888,-14.815360207652173,-14.78545736335005
29,29,0.003293962894756462,0.003323082015604565,-14.815641934609602,-14.802533756875365
30,30,0.003290946955418157,0.0033205297873600535,-14.826229717280881,-14.805870552373204
31,31,0.0032889738045248787,0.0033270966776303553,-14.82922301402416,-14.797290151081466
32,32,0.0032682070417387275,0.003294414276943395,-14.856682669724282,-14.840162243677755
33,33,0.003263266315472495,0.00328652499439685,-14.85937214259793,-14.850574962519902
34,34,0.003230518431009091,0.003258100392198876,-14.900319517648317,-14.888299735985399
35,35,0.003233029713527751,0.0032643665878200217,-14.90608715038119,-14.87995511721962
36,36,0.003225194657528677,0.003246546232778775,-14.910769800410757,-14.903728438714467
37,37,0.003201418966727005,0.003235622076317668,-14.944277699041475,-14.918366458388538
38,38,0.003184299983237822,0.0032236543484032154,-14.968030629784819,-14.934459666976831
39,39,0.003182632870223258,0.003203965110802337,-14.972683060462238,-14.961066575001759
40,40,0.0031607404936911518,0.0031837975532796824,-14.999085661088547,-14.98848991086598
41,41,0.003137563770521701,0.0031643982511013746,-15.027153197126923,-15.015032999245399
42,42,0.003144305955484202,0.0031580407736136727,-15.026022036588314,-15.02376702834875
43,43,0.0031191950865550756,0.0031537460163235664,-15.058464294271847,-15.029677207960763
44,44,0.003109275322580307,0.0031331417542931283,-15.072432037197387,-15.058143914121313
45,45,0.003084344698173791,0.0031044187612439458,-15.106323689179833,-15.098141363526128
46,46,0.0030825428962323468,0.0030920651349190032,-15.115100792512955,-15.115458019043924
47,47,0.0030669274658310353,0.0030882049376439106,-15.13417364932887,-15.120883227243427
48,48,0.003044337132638416,0.0030715256488244784,-15.159640040955175,-15.144402894861273
49,49,0.003035618933205752,0.0030576138217982495,-15.179008227855434,-15.164118028169478
50,50,0.003009023322464572,0.003049553972423861,-15.214888553182746,-15.175581116325567
51,51,0.0030107511802739705,0.0030404581982446345,-15.215177591259987,-15.188553988501383
52,52,0.003002893628514151,0.0030186166864280637,-15.228841302525964,-15.2198646731378
53,53,0.0029860343832100174,0.002997395484463165,-15.248149509642175,-15.250503870256784
54,54,0.00297135917575473,0.0029977668248313038,-15.27318326476709,-15.249965866230614
55,55,0.0029642826915939444,0.002973407384400305,-15.287379149275226,-15.285400200848247
56,56,0.00295482054304754,0.0029752506678433796,-15.29973541582866,-15.282708743896103
57,57,0.0029449326072617903,0.002961491455176943,-15.309254610361583,-15.302839518356846
58,58,0.002942714621744973,0.002955332802804677,-15.316795390201499,-15.311880414589488
59,59,0.002941245191548135,0.0029460464996334756,-15.321929156269618,-15.32554838387812
60,60,0.002908673063016583,0.002930401395516176,-15.36067004099285,-15.348673232636097
61,61,0.0029028578032499427,0.002926606439838284,-15.36874897807754,-15.354301118365276
62,62,0.002899700974968752,0.002927876481982438,-15.37874116927316,-15.352416845028046
63,63,0.002888159905608321,0.002915959891029879,-15.385040903762196,-15.37012889764841
64,64,0.002887349830191467,0.002907717723007265,-15.396624089753484,-15.382421921810625
65,65,0.002879863105637511,0.0029005351182269422,-15.403406125796039,-15.393163076843404
66,66,0.0028655308313168507,0.0029000541268798864,-15.426563141341328,-15.393883320527351
67,67,0.00288364293591417,0.0028934134783125238,-15.407716678275648,-15.40383935545718
68,68,0.0028501559629767518,0.002891689489938711,-15.437551724777038,-15.406427792219272
69,69,0.002866859055729103,0.0028874624005861974,-15.423394721678815,-15.41278098016958
70,70,0.0028599426822410417,0.0028942518646975883,-15.437697700473299,-15.402581139711437
71,71,0.00285222249336003,0.00286242646459294,-15.440802584924382,-15.450600972240272
72,72,0.0028505700702788597,0.002874006235383843,-15.449784963205735,-15.433067297044708
73,73,0.002848106542045308,0.0028732398917016232,-15.45819868090366,-15.434225482467927
74,74,0.002833692798602212,0.002876893543687306,-15.470019403533698,-15.428706441466353
75,75,0.002837828926972507,0.00287052044203799,-15.467478184751435,-15.438337917536089
76,76,0.00283524576939412,0.0028622553095613654,-15.47058473253542,-15.450860660686608
77,77,0.0028317053634289305,0.0028625652071480687,-15.48003235631695,-15.450390473676903
78,78,0.0028303105878576484,0.002854378893971443,-15.484798171246153,-15.46282814319693
79,79,0.0028190779470905814,0.0028634005544805213,-15.485273104929625,-15.449123310181232
80,80,0.002819533855894331,0.0028608886549543393,-15.489602287520635,-15.45293480234532
81,81,0.0028207355764569694,0.002857488396234418,-15.498042673385946,-15.458099602637178
82,82,0.0028364412923410688,0.002854641330869574,-15.479769217111416,-15.462428863137314
83,83,0.00283250027364984,0.0028539877997613267,-15.476115838579666,-15.463423234811525
84,84,0.0028270375866865376,0.002846550637562024,-15.489976382304702,-15.474755218174954
85,85,0.002828933216977058,0.0028459747983632902,-15.479871877514146,-15.475633857331307
86,86,0.0028265893924981356,0.0028461231237375422,-15.488009781406738,-15.475407519371348
87,87,0.0028087084719277534,0.0028388840759075,-15.513623995534171,-15.486467770011743
88,88,0.0028127319750750495,0.00284313422774798,-15.507060665331991,-15.479970720065136
89,89,0.0028123006143021523,0.002846404677256942,-15.503930687588275,-15.474977913599677
90,90,0.002827515477583427,0.0028482106955427873,-15.498152262279605,-15.472223227810705
91,91,0.002815684594079545,0.0028488561878667064,-15.506062543980804,-15.471239094180802
92,92,0.0028160713137770745,0.002844793464694368,-15.504613284437971,-15.477436941475144
93,93,0.0027934632110457446,0.0028371642907395176,-15.529011005908968,-15.489099506681775
94,94,0.0028033977441643317,0.002832351595555481,-15.519220512174535,-15.496472719864228
95,95,0.0028047137797723725,0.002836141416704968,-15.515870259375147,-15.490665537410976
96,96,0.0028116653202888892,0.002832347661943028,-15.51371064215296,-15.496478751415435
97,97,0.00280826004970934,0.0028356596165777822,-15.515731604204724,-15.491403374073062
98,98,0.002806131951222868,0.002826009877026081,-15.515850626060137,-15.506207603468404
99,99,0.0028012530474933153,0.0028269098900062474,-15.523596012275318,-15.504824705106714
100,100,0.0027909957246912507,0.0028313205724484042,-15.535969153482368,-15.498053911846325
101,101,0.0027917395873936182,0.0028342283575942644,-15.536101268674303,-15.493595967276846
102,102,0.0027971153925220992,0.0028392414219285313,-15.529380660183849,-15.485921133959659
103,103,0.0028090749977674988,0.002824459702854878,-15.52132856365345,-15.508590527917125
104,104,0.002789099803962505,0.002818200994577063,-15.539416290056487,-15.518224719052572
105,105,0.002790370413591874,0.0028199631549221905,-15.543166357970646,-15.515510017888348
106,106,0.002809326169225051,0.002833303125379117,-15.515672023660098,-15.495013950574492
107,107,0.0027801258436682607,0.0028302388412779884,-15.553780297631175,-15.499713489533676
108,108,0.0027836655943472054,0.002820588856641399,-15.552292957503324,-15.514546499408144
109,109,0.002787281958309492,0.002820326517777223,-15.54385414783953,-15.514950449170266
110,110,0.0027819290617960937,0.0028125869453345474,-15.55578036458912,-15.526884790932629
111,111,0.0027845521030237072,0.0028175199159273974,-15.5503114858741,-15.519274411560161
112,112,0.002776241121986478,0.0028029588712869505,-15.561865200431653,-15.54177710474887
113,113,0.0027705462716673453,0.0028073130616624105,-15.572126331340506,-15.535035894142688
114,114,0.0027820874010356738,0.002803865158440251,-15.562570624094796,-15.540373117354084
115,115,0.0027783512925133877,0.002821660845687515,-15.557132555421871,-15.512896239467333
116,116,0.0027782786373509883,0.002819861873592201,-15.562551301905616,-15.515666001176896
117,117,0.0027837497614247282,0.0028088786394188277,-15.556173053728227,-15.532614602867735
118,118,0.0027764138847243846,0.002807568121505411,-15.565658966481665,-15.534641331626286
119,119,0.0027935207226150427,0.002812417432371723,-15.543246757537961,-15.527146545553407
120,120,0.0027966338843491275,0.0027995708423029435,-15.544565850390939,-15.547029740778907
121,121,0.002789819315459925,0.002810319922374267,-15.546131889003805,-15.530386736237817
122,122,0.00277675631379267,0.0028067940331407285,-15.556573614715504,-15.535838911326909
123,123,0.0027727680256801474,0.0028020742864004874,-15.564177546982505,-15.543147909621375
124,124,0.0027823677339312647,0.0028030666841292067,-15.556474185700122,-15.541610061191854
125,125,0.0027687997201976088,0.002804563356269347,-15.577169293027174,-15.539291803880179
126,126,0.002770606536398997,0.002806698229457987,-15.572358225995117,-15.535987150636126
127,127,0.002774600414847283,0.0028036649853579306,-15.570727967559241,-15.540683179227619
128,128,0.002769871682082255,0.002802306136704589,-15.573684987508429,-15.54278857888308
129,129,0.002791953902000312,0.002796830082508294,-15.547020997716057,-15.551283535194964
130,130,0.002775821649978302,0.0028089213699690604,-15.568291262666245,-15.532548535573978
131,131,0.0027780937314148724,0.002810344063235741,-15.562903417879188,-15.530349430172368
132,132,0.00278534006192973,0.0028078957264752766,-15.555350283509489,-15.534134598666483
133,133,0.002785451530200458,0.0027989972701394244,-15.555953074793651,-15.547919608407408
134,134,0.0027859774850232085,0.0028161610550198114,-15.554843086719679,-15.52136947448022
135,135,0.0027688084501465877,0.0028018463452003503,-15.571154049968035,-15.543501210861635
136,136,0.002774613112518468,0.002803504491518987,-15.571265835204219,-15.540931795178821
137,137,0.0027808284569416464,0.0028124956512137465,-15.557971814780293,-15.527025761424056
138,138,0.0027894106976803124,0.0028091694081300183,-15.546393736886488,-15.53216505439174
139,139,0.0027856411335548175,0.0028111853783852176,-15.543847422624854,-15.529049504472496
140,140,0.002777068090826734,0.0028061030408073413,-15.558298085313865,-15.536908213525006
141,141,0.002777325659126197,0.002807840717172152,-15.564621941852545,-15.534219681850285
142,142,0.002793161085681971,0.0028042380796059183,-15.545390260120522,-15.539795533105726
143,143,0.0027719544986090096,0.0028129737628133675,-15.568353262592387,-15.526287543100688
144,144,0.002779074205258458,0.0028058951598052915,-15.560083293668125,-15.537229958361326
145,145,0.002795875266904837,0.0028057636227458715,-15.537374436055009,-15.537433555270177
146,146,0.0027951362936459866,0.0028113884067064838,-15.548708895705566,-15.52873586135102
147,147,0.0027983913044493224,0.002810307753909575,-15.537695456066682,-15.530405540888735
148,148,0.002775419436241548,0.002804749547258804,-15.56220667460311,-15.539003491494254
149,149,0.0027776881116298364,0.0028036163605161405,-15.561535393250809,-15.540758500935844
150,150,0.002775991858780077,0.00280752032995224,-15.571381549489733,-15.534715259608022
151,151,0.002792245725208183,0.0028130668828165845,-15.541495704391735,-15.526143777685173
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158,158,0.002783889027754056,0.002814442090886204,-15.548330313935812,-15.524021185643884
159,159,0.002785224681144062,0.0028111444369546676,-15.552739914872289,-15.529112754541252
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162,162,0.002793955571046963,0.002800967348249335,-15.540251779239338,-15.544863895931867
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179,179,0.0027870687814525413,0.0028090443658201317,-15.555863675276589,-15.532358372721664
