,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.007234404521235793,0.006959956727529827,-11.40925076987632,-11.573552528739377
1,1,0.006757324585479866,0.006494034964003061,-11.709196416021728,-11.874471697874302
2,2,0.0063107016678784315,0.006083097995111817,-12.006447575888233,-12.158369795865587
3,3,0.0059109499783629605,0.0057135639025976785,-12.285070377933305,-12.43054703280321
4,4,0.005550778878987143,0.005382338538765907,-12.554316812975117,-12.68990781756758
5,5,0.005255184986042915,0.0050882002534834965,-12.793186651012745,-12.933975970686815
6,6,0.004964466926824187,0.004820618606907756,-13.044482224649654,-13.168590195864109
7,7,0.0047222189029160234,0.004575457203349001,-13.26233139061475,-13.39527294811413
8,8,0.00447391801676953,0.004353351645955914,-13.487963577445175,-13.611380432253421
9,9,0.004265093887896882,0.004147204349895841,-13.703995991300397,-13.82206356958127
10,10,0.0040756980048434945,0.003962270094473895,-13.897256413495,-14.020177157440623
11,11,0.00389652476242753,0.003786498754236259,-14.090973199705466,-14.217239740560217
12,12,0.003728231040703267,0.0036262747414998317,-14.285628131107355,-14.405010873896568
13,13,0.0035635382825143867,0.003478440161990492,-14.482602653063356,-14.585772555438481
14,14,0.0034179297040610275,0.0033430119633282487,-14.6624953129957,-14.75823861568231
15,15,0.003288157113837366,0.0032167627329104825,-14.828924722535904,-14.925427636313156
16,16,0.003148975474855949,0.003098317912142528,-15.014957146880711,-15.088358145440514
17,17,0.003055886439883064,0.002984512572813975,-15.145547603181948,-15.250883795553653
18,18,0.002945763464613827,0.002880356495121592,-15.306250402340474,-15.405155496146632
19,19,0.002833920391756542,0.0027860692751250768,-15.469270789755988,-15.549698814546351
20,20,0.0027479010600519856,0.0026931695051883395,-15.612527019740662,-15.69698104034418
21,21,0.0026658887941313466,0.002610462889271347,-15.743219760056984,-15.832442687374664
22,22,0.00258004292845726,0.0025317306434245487,-15.882981030033553,-15.965442941067247
23,23,0.00251840782284583,0.0024621659203579553,-15.996422524640279,-16.0864447652911
24,24,0.00243802482415874,0.002398393031111673,-16.130690748517125,-16.20041438734436
25,25,0.0023905665436087502,0.0023411433212459087,-16.220851383438955,-16.305337909727143
26,26,0.0023119982245579825,0.0022894200182666906,-16.35715681232915,-16.402363164424234
27,27,0.0022799864041705416,0.0022359418952347418,-16.423101956853063,-16.505012788552534
28,28,0.002221723982449813,0.0021963538234367184,-16.529526081841112,-16.582594878901578
29,29,0.0021890546195209026,0.002161339758650253,-16.59829761411434,-16.652387497864765
30,30,0.0021511012563462726,0.002128814567664736,-16.66982956373671,-16.718239588644256
31,31,0.0021151512016340628,0.002098135784954617,-16.74535273660437,-16.781282013505937
32,32,0.0020928556764421543,0.0020764328073710203,-16.79160309289157,-16.826439102752243
33,33,0.0020803618280831535,0.0020578879446379447,-16.81480218140717,-16.865400693072786
34,34,0.002057389006949961,0.0020421003971837067,-16.873773138067214,-16.898847025396233
35,35,0.0020497806655895923,0.0020270984325754015,-16.885248102034453,-16.93086954500315
36,36,0.002032743349248908,0.0020175251778901406,-16.921485651921106,-16.951428290874752
37,37,0.0020324638960690995,0.002014881710668928,-16.918200946185568,-16.957122375938344
38,38,0.0020166003042063918,0.002001907713221092,-16.953436886986857,-16.98517739450904
39,39,0.0020062367182186584,0.001993196955146758,-16.97712012534705,-17.00411577271798
40,40,0.0020073484353356295,0.0019902103507008994,-16.97285691410741,-17.0106281174215
41,41,0.0019898620426904447,0.001990384348717175,-17.011168506473307,-17.01024844360849
42,42,0.001979089118828325,0.001981515376093356,-17.032093929081327,-17.02964345626807
43,43,0.0019929012158866398,0.001974115705754804,-17.00493096735196,-17.045891886306386
44,44,0.0019735061268312567,0.00196992073477687,-17.044457095862544,-17.055130408627107
45,45,0.00197253902394747,0.0019651412485951654,-17.040696001104457,-17.065680206849
46,46,0.0019685842178416312,0.0019585103298978587,-17.059195330338696,-17.080359258157095
47,47,0.001967840165514307,0.001954188729685388,-17.059793286744128,-17.08995288066625
48,48,0.0019583778777495795,0.0019471003968072565,-17.081092134077352,-17.10573447050775
49,49,0.001952863747215609,0.0019446716852192032,-17.095522605135653,-17.11115501495652
50,50,0.001947647482684823,0.0019377870607729022,-17.109622179348303,-17.126557406773475
51,51,0.0019267505495665,0.0019263401137370813,-17.148813925559516,-17.152288239378247
52,52,0.0019158746137466166,0.0019181842462306744,-17.16797888662484,-17.170714724608292
53,53,0.0019182118913638837,0.0019185772521029178,-17.170384495598935,-17.16982501445903
54,54,0.0019268978941590362,0.001908564486687905,-17.153069933185144,-17.19254953832899
55,55,0.0019128450310126562,0.0019031785930948037,-17.17895089173392,-17.204822482099278
56,56,0.001915313705523527,0.0018986246278999668,-17.183201043671794,-17.21522682333342
57,57,0.0018992389578698682,0.0018924512581801728,-17.214846011624797,-17.22937089670144
58,58,0.001896359508895536,0.0018917217997736053,-17.221484578337513,-17.231045237487773
59,59,0.0018866954853796621,0.001887405438250617,-17.24530138940979,-17.240965902701767
60,60,0.0018842584602342745,0.0018813563939674121,-17.239485057834365,-17.254907185944777
61,61,0.0018849976543221891,0.0018759831773901457,-17.246757631416827,-17.267328527460624
62,62,0.0018700667988201698,0.001871041126402193,-17.273073637279474,-17.278784587223722
63,63,0.001863984621523582,0.0018693695616859355,-17.291542324869475,-17.28266625392441
64,64,0.0018676745995744755,0.0018682230361982395,-17.278267231618408,-17.285330694712144
65,65,0.0018687503371560543,0.0018633216938101931,-17.285122651823215,-17.296739520446266
66,66,0.0018770088064820343,0.0018624475189043504,-17.274287932865896,-17.298777485350247
67,67,0.0018493590538015531,0.0018613778152748158,-17.322704309482763,-17.301272588394383
68,68,0.0018683546798822191,0.0018601497561719857,-17.290105232207694,-17.30413882706079
69,69,0.0018671556968798803,0.0018576547736302018,-17.28256896328623,-17.309967844182697
70,70,0.0018694802564232773,0.0018566007309250142,-17.2848685711223,-17.31243275238452
71,71,0.0018655282010794762,0.0018553085269798573,-17.293099001117874,-17.315456517388206
72,72,0.0018682159272204969,0.00186059414409101,-17.28459564875668,-17.30310142579294
73,73,0.0018725914090929419,0.0018661224810210498,-17.278657410216365,-17.290216475175647
74,74,0.0018527527824620303,0.0018663332050078009,-17.32307996747773,-17.28972609419087
75,75,0.0018630023498433766,0.0018708667117416074,-17.29871315030548,-17.279189446605553
76,76,0.0018659848587817907,0.0018735885754913877,-17.29015477028974,-17.27287562777452
77,77,0.0018777098319464431,0.0018750838077578106,-17.273709290726277,-17.269411088382867
78,78,0.0018831252998950862,0.0018747856313558785,-17.245773711872957,-17.27010175971619
79,79,0.001883439366830532,0.0018777747356675957,-17.246973794729183,-17.26318300741909
80,80,0.0018915799254378707,0.0018822629507140893,-17.22853296395275,-17.252814983922356
81,81,0.0018927991383027325,0.001891095534359154,-17.225174867383007,-17.232483232464343
82,82,0.001892756160646293,0.0018925783040590193,-17.224187963700107,-17.22907935169105
83,83,0.0019073758367929108,0.0018992364455602672,-17.19294160330049,-17.213827567115466
84,84,0.001911973538712512,0.0019034437871979254,-17.179290273782925,-17.204217366465
85,85,0.0019141376167343756,0.0019116770463848585,-17.177417255835557,-17.1854726674642
86,86,0.0019255166035625584,0.001912065683618972,-17.161765389321715,-17.18458985175856
87,87,0.0019302265718579292,0.0019198994176756394,-17.147774366237485,-17.166833154486945
88,88,0.001937218840934874,0.0019270431213571054,-17.13297742245467,-17.15070359380903
89,89,0.0019207228954458975,0.0019262341819213408,-17.16267414568669,-17.152527069830384
90,90,0.0019406904790492863,0.001931055209991571,-17.123681943557344,-17.14167101644418
91,91,0.001937630681138601,0.0019358570295337,-17.123267771990026,-17.130885124895773
92,92,0.001951407025491377,0.0019410913258692936,-17.105453048495786,-17.119158234630483
93,93,0.0019470842425548232,0.0019487174301359214,-17.096322569044137,-17.102129226509092
94,94,0.001958400043466887,0.001947396122360308,-17.084687156968634,-17.105074914257216
95,95,0.00196231288604976,0.0019577219040672247,-17.0760615788649,-17.082107923567133
96,96,0.0019741205056918038,0.001963468397183246,-17.048964719281845,-17.06937876815519
97,97,0.001974848472302031,0.001962641468516698,-17.04953224285233,-17.071208215493165
98,98,0.001975794082757124,0.0019682845419370814,-17.04566485860343,-17.05873910605452
99,99,0.0019681920950329794,0.0019758588781482295,-17.056188235261498,-17.042058696069148
100,100,0.001991261706505086,0.0019808551419134204,-17.01743614023654,-17.031090751832483
101,101,0.0020030242626161614,0.001985878107677165,-16.98408561867996,-17.020092041595774
102,102,0.0019987924396511667,0.001992586142334499,-16.99610775760699,-17.00544686690665
103,103,0.0019970861390789913,0.0020002114807108513,-16.9898359089917,-16.98885876644044
104,104,0.002000436410019846,0.002004180514057608,-16.98115362065054,-16.980249570099456
105,105,0.0020121823619455867,0.002012029755860567,-16.965772691952886,-16.96327393130919
106,106,0.0020227385876873103,0.002017693134563926,-16.934833393690813,-16.95106676071198
107,107,0.002025340222897603,0.002027003842062856,-16.93026630307244,-16.931072204605023
108,108,0.002031908932228371,0.002035654799424504,-16.920994170315566,-16.912576588529827
109,109,0.0020476524146830605,0.0020448562296989715,-16.884515425069765,-16.892990134095015
110,110,0.002059169388472189,0.002057508179476779,-16.864334508634226,-16.86620221938718
111,111,0.0020700509194284678,0.002065028505105721,-16.839839818715493,-16.850357414135193
112,112,0.0020649414293506404,0.002071845424851697,-16.85241655480146,-16.8360444166445
113,113,0.002079551408220966,0.002075168028424837,-16.820306337358975,-16.829085246039487
114,114,0.002081393577475293,0.002074435151084081,-16.817527989506015,-16.83061929435468
115,115,0.002085085469778128,0.002078611832602244,-16.81441232780314,-16.821883971327182
116,116,0.0020878240046062575,0.002081670602293391,-16.800723637782355,-16.81549783260497
117,117,0.002088322175772304,0.0020827199638772166,-16.810338401589323,-16.813309123607667
118,118,0.002085229417923646,0.0020865958404580227,-16.805953565549324,-16.805234550342085
119,119,0.0020908134060518184,0.0020776153051931608,-16.80148145444911,-16.823966563778338
120,120,0.002096169557393596,0.002081314114069468,-16.79185985997947,-16.8162416300457
121,121,0.0020857416873452128,0.0020825907612513554,-16.816577630014542,-16.813578548825518
122,122,0.0020766398742238117,0.002080354141071439,-16.825456619114323,-16.818245206292794
123,123,0.0020842839778909823,0.0020735569935488073,-16.813418884539143,-16.832458155009235
124,124,0.0020785352476805296,0.0020688787029173815,-16.82983043840867,-16.842267633386903
125,125,0.0020703710759653873,0.0020635680748934022,-16.840577147927885,-16.853429919750987
126,126,0.0020695669065258398,0.0020592106555245423,-16.84561035449455,-16.862610154809047
127,127,0.0020690923832721777,0.0020576681402560914,-16.837623394697566,-16.865864590676214
128,128,0.0020643019203826322,0.002053565027094201,-16.850562542800645,-16.874533327884446
129,129,0.0020504355905865577,0.002049465283849522,-16.88261793332144,-16.883212261872256
130,130,0.0020416788288785776,0.0020428785355761647,-16.894179911915842,-16.897192469915524
131,131,0.0020348027674961335,0.0020363107691273876,-16.905273165626213,-16.911177342785106
132,132,0.002037784072676117,0.002037195660369961,-16.908628298082938,-16.90929049961237
133,133,0.0020397671164714337,0.0020355306394202145,-16.899538883096103,-16.912841484371903
134,134,0.002041251671058846,0.0020267003534459754,-16.904724829718315,-16.931722490987656
135,135,0.0020263142578937497,0.002024160881869887,-16.932985718094077,-16.93716764732778
136,136,0.0020379789555253288,0.002025304968762947,-16.909501696003296,-16.934713641510612
137,137,0.0020270747883898233,0.0020218305718643884,-16.935917599589047,-16.942170331589427
138,138,0.0020160681229641603,0.0020199922697716637,-16.950455478780416,-16.946120848676756
139,139,0.0020283108070665566,0.0020147126266046576,-16.934041578728237,-16.95748684079504
140,140,0.0020050672350989023,0.0020125759642963346,-16.97833143321219,-16.962095106213894
141,141,0.002021837300265726,0.0020095904872409606,-16.950100139414815,-16.968542260824396
142,142,0.0020156108087754435,0.0020070979555480576,-16.954062090682452,-16.973932237739767
143,143,0.0020064786940659444,0.002000276017688999,-16.970752207208257,-16.988718643250444
144,144,0.00201889380486202,0.0020050122647693285,-16.94730363605179,-16.97844758765796
145,145,0.001998845796273618,0.001999036366070964,-16.988586014980545,-16.99141097544547
146,146,0.0020080083145846413,0.001999630770449968,-16.969486943165556,-16.990119812490867
147,147,0.002008774171381728,0.0019974216610487354,-16.97767929933619,-16.994920370587142
148,148,0.0020100917767963767,0.0019983909350182664,-16.968449046473562,-16.99281341319334
149,149,0.0020028679120383157,0.001997485566933296,-16.976478918077486,-16.99478142381594
150,150,0.0019904460623553118,0.001993026970395524,-17.00932192962994,-17.004486165555377
151,151,0.0019976504293472037,0.001988385491514284,-16.9920493769195,-17.014612067347578
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158,158,0.0019593911807139204,0.001953558843141716,-17.074538298599744,-17.091352951921685
159,159,0.0019525830638738944,0.001943337792334588,-17.097008966624724,-17.114134958011245
160,160,0.0019425829421229584,0.001936775105270116,-17.12001970240251,-17.128825981554062
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162,162,0.001938189869535338,0.0019311327609772746,-17.122716654996026,-17.141496607713094
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166,166,0.0019236875376328058,0.001927614855383964,-17.152728081784204,-17.14941527751067
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170,170,0.0019282923132834054,0.0019261966287893685,-17.148163632699397,-17.152611739062852
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175,175,0.0019272750858025452,0.001922841140951373,-17.14442283205924,-17.160183866480054
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178,178,0.0019332236075082544,0.0019214212355252943,-17.138602320746475,-17.163392061233804
179,179,0.001930884133601926,0.0019238212538000784,-17.141381189429776,-17.15797073952809
