,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.014436797526924266,0.014436999973105756,-5.390972427437276,-5.399341000154616
1,1,0.014254756809509907,0.01424792908916348,-5.451186542959011,-5.456593106700033
2,2,0.014074980156476964,0.014118413146781294,-5.502955217597451,-5.496251691861608
3,3,0.013955825872565667,0.01401344034820795,-5.5403478025452575,-5.528662865032966
4,4,0.013844114747474488,0.013900054863801128,-5.572727566548483,-5.563945412539724
5,5,0.013758872798884037,0.013787825101692425,-5.6070601195376435,-5.599152899273188
6,6,0.01364634902283703,0.013666167806245778,-5.6412644861161425,-5.637643065792899
7,7,0.013510377981613591,0.013601978162401602,-5.672886028998253,-5.658089824176775
8,8,0.013456256090442544,0.013539678466163184,-5.703314935106912,-5.678027046276308
9,9,0.01343817828395932,0.013495780723659615,-5.711402445618616,-5.69213042359098
10,10,0.013366583859567176,0.013460450854740645,-5.726142777330367,-5.703514489541625
11,11,0.013361332880467484,0.013420219141009607,-5.736998982666113,-5.716514481223393
12,12,0.013313258124380997,0.013386026318920287,-5.747938079075244,-5.727593811247438
13,13,0.013274247863704396,0.013356275464359083,-5.765491212488431,-5.73725688169141
14,14,0.013260919235877156,0.013323810049577764,-5.767720757982076,-5.747826231211631
15,15,0.013222568332380856,0.013293320803265823,-5.782381886465152,-5.75777570119413
16,16,0.013153550176660424,0.01325656395209463,-5.791860969858202,-5.769800844038836
17,17,0.013159802538755629,0.01324309496895263,-5.801721304029838,-5.774215622037725
18,18,0.013107969252795903,0.013210291729161614,-5.806714558613564,-5.784986472284253
19,19,0.01314146243535059,0.013183481844240114,-5.8129708469768975,-5.793809302452103
20,20,0.013066323166809132,0.013165321985357687,-5.827872322651173,-5.799795705329853
21,21,0.013053320405870369,0.013129598363057562,-5.83828075672921,-5.811596145398273
22,22,0.013019335321774803,0.013115049437864831,-5.841060929400527,-5.816411236554389
23,23,0.012979617630390777,0.013095329809737833,-5.8551988103279795,-5.822946149472459
24,24,0.012996220058694328,0.01306038148897259,-5.853379379308532,-5.834551929731555
25,25,0.012972237839910788,0.013032943696567887,-5.864263502831769,-5.843685366075242
26,26,0.012903912175331534,0.013022412496962045,-5.879979580869614,-5.847196077724492
27,27,0.012927376290725679,0.012989377946053681,-5.877266147344792,-5.85822702226187
28,28,0.012878341062628116,0.012965236251291475,-5.894894348763222,-5.866306208307935
29,29,0.012867212189918327,0.012934578190508642,-5.899727570423768,-5.876587851732467
30,30,0.012808137995757392,0.012905543228905452,-5.913571609915335,-5.886347657972331
31,31,0.012798475773678613,0.012886141181776398,-5.918503671764068,-5.892881704730234
32,32,0.012806756249100892,0.012858130331886443,-5.921959372384969,-5.902332321606001
33,33,0.012723252321257419,0.012827743825159575,-5.94213904341212,-5.912607773608429
34,34,0.012703056447207928,0.012803548554840841,-5.946274370625955,-5.9208070289194294
35,35,0.012697913645545846,0.012774154641910604,-5.9567366854399015,-5.930788863260568
36,36,0.01266559199958118,0.012734164287777324,-5.962205788647495,-5.944406071361213
37,37,0.012618885913230096,0.012718618308242998,-5.983378421420498,-5.9497112154582235
38,38,0.01258540510670426,0.012693034583016446,-5.983981473383622,-5.958455923639088
39,39,0.012582780668492784,0.01266675687542087,-5.989399822267809,-5.967456208605142
40,40,0.012577914949698546,0.012642759878776576,-5.999419936263852,-5.975691661260396
41,41,0.012513736224512463,0.012600019182029524,-6.01247307577231,-5.990398494009376
42,42,0.012459914392033188,0.012576676709087272,-6.030829488333858,-5.998451584169715
43,43,0.012441767130008679,0.012547720860885946,-6.03341552259038,-6.0084620694961055
44,44,0.01248580004213397,0.012516672526927371,-6.036795102430474,-6.019221657249874
45,45,0.012396406891189286,0.01249282439484408,-6.0565745455528,-6.02750420314758
46,46,0.012389014071794515,0.012464364745507115,-6.060048213750594,-6.0374090637886715
47,47,0.012311294492449342,0.012420790122919962,-6.086800822251787,-6.052618322145232
48,48,0.012288944747721412,0.012393764710347904,-6.091050838282474,-6.062078086602498
49,49,0.012228327764908677,0.012367437495604941,-6.106343996591583,-6.071313315409431
50,50,0.012240312494260748,0.01233693697538815,-6.11543615755343,-6.0820370958242975
51,51,0.012214499698548587,0.012303445733299381,-6.11811327547643,-6.093842976244415
52,52,0.012176430668950695,0.012263902021866096,-6.135182393710461,-6.107823834635731
53,53,0.012098180475769583,0.01223797934423936,-6.151372551716609,-6.117013398393517
54,54,0.012118243228298487,0.012199464989335914,-6.151310937075845,-6.130702706841128
55,55,0.012101957766512005,0.012166817721567656,-6.162325155078418,-6.142340540066393
56,56,0.01207086383413101,0.012146318919564547,-6.168368529549344,-6.1496637570057935
57,57,0.012019548949199854,0.012106389003364663,-6.188647729758633,-6.163964310983086
58,58,0.01196204154684986,0.012070380249305776,-6.207168099896238,-6.176901039284627
59,59,0.0119720603118545,0.012044248073116728,-6.209380022887178,-6.1863136366589675
60,60,0.011938059366471375,0.012011666243013582,-6.2195379689636106,-6.198077993224879
61,61,0.011909070299919118,0.011975511908531189,-6.232175556192243,-6.21116968725701
62,62,0.011827962751471504,0.01194625102767819,-6.251120469134691,-6.22179419303594
63,63,0.011852116880880803,0.011900421035917182,-6.256055849367071,-6.2384872871327355
64,64,0.01177732939303843,0.011867830529808998,-6.2817871512552586,-6.250397196278945
65,65,0.011745600461883028,0.011840388374893289,-6.289393866858618,-6.260451078286604
66,66,0.011752087651684727,0.011802670202757182,-6.290199902454803,-6.274307837021081
67,67,0.0117305737065593,0.011761405015070187,-6.30207418910604,-6.289518501102771
68,68,0.011658576893207338,0.011736629775872356,-6.32535146418606,-6.298676504105361
69,69,0.01163384043755605,0.011702115549460837,-6.3361498968973695,-6.311466735582039
70,70,0.011610847628992243,0.01166739711832059,-6.343259510081921,-6.324370756621571
71,71,0.011541499516245016,0.011631968627242665,-6.362842079527542,-6.337578335062913
72,72,0.011543942653794879,0.011602348451943774,-6.364825820056923,-6.3486515123897185
73,73,0.011462498148999264,0.011582278597511743,-6.389904646149722,-6.3561704853635135
74,74,0.011467403376993444,0.011554858451218982,-6.402388754835346,-6.366464260066889
75,75,0.011469004042062563,0.011517314142302462,-6.399365561760071,-6.380598430150053
76,76,0.011427914771760247,0.01149968753911947,-6.412267729058,-6.387250154905092
77,77,0.011391478725084938,0.01147416528118284,-6.427289279311859,-6.396899542349299
78,78,0.011368081588106057,0.011445883318389716,-6.433048768491726,-6.40761741370023
79,79,0.011347636340435632,0.011414281876855776,-6.442796394989453,-6.419624623887432
80,80,0.011330428850097754,0.011389571438102345,-6.449283175787008,-6.42903672740185
81,81,0.011248004603554908,0.011359289827707567,-6.473114323119048,-6.440598751462245
82,82,0.011266060826397434,0.01133650663847986,-6.474081916872708,-6.449318090041217
83,83,0.011256141578490586,0.01131042195974212,-6.4799996611004405,-6.459322481584615
84,84,0.011195989536870387,0.011293588745358744,-6.492773176226314,-6.465790867718563
85,85,0.011192263324850613,0.01127623835284459,-6.498176056346653,-6.472468084322226
86,86,0.01118255111859324,0.011259697867851508,-6.510735445162067,-6.478843184588799
87,87,0.011151012609299925,0.011248148536603702,-6.508561290065089,-6.483300129229951
88,88,0.011138030183837586,0.011232599370965832,-6.524825094305245,-6.489307863438226
89,89,0.011097293318316494,0.01122471494110007,-6.529328882614264,-6.492357350546756
90,90,0.011166620145062195,0.011221805832495815,-6.521495022595156,-6.493483057139686
91,91,0.011134314149157288,0.011221341445649924,-6.525810122276661,-6.493662782952797
92,92,0.011106955674812966,0.011216218289183942,-6.532318708451436,-6.495646027697825
93,93,0.011125522329635228,0.011225520633161068,-6.523135252573718,-6.492045632110486
94,94,0.011121861665442432,0.011219607715151812,-6.529277169296145,-6.4943338326348234
95,95,0.011144142348280888,0.01124008127341145,-6.519702894090825,-6.4864160419259225
96,96,0.011171168532491345,0.011245925616669027,-6.512210337064271,-6.484158490287984
97,97,0.011150243125625492,0.011247150599956512,-6.515508299477736,-6.4836854527384915
98,98,0.011118904965900882,0.011207159363517636,-6.519774318241824,-6.4991550812434795
99,99,0.011105303844609825,0.011184561213380411,-6.5373316671858674,-6.507921049186075
100,100,0.011086286439262714,0.011168018522623339,-6.541369859012463,-6.514349301055127
101,101,0.011055690025161836,0.011139226244076303,-6.558638823498689,-6.52556030875152
102,102,0.010993989126891205,0.01110700611025095,-6.568710510419461,-6.538140448964053
103,103,0.011006588202699558,0.011095716176848663,-6.5760902852003325,-6.542557165199892
104,104,0.01096050674575813,0.011076402801432107,-6.587297804288666,-6.550123148857075
105,105,0.010974802883322705,0.01106055502436663,-6.588657254263977,-6.556341350436469
106,106,0.01098830159753561,0.011053476482629776,-6.588349644072152,-6.5591216410589706
107,107,0.010977056943187393,0.011044748274511412,-6.593352396988413,-6.562552335480341
108,108,0.01096017656790227,0.011040393802288332,-6.60113111298588,-6.5642649106369895
109,109,0.010961539467278215,0.011031287281136764,-6.590398466009566,-6.567848608765761
110,110,0.010891076407788955,0.011029185825272611,-6.609204268017605,-6.5686760168491
111,111,0.010893404685421703,0.011028144606634191,-6.614400802553453,-6.569086035197288
112,112,0.010934558178576612,0.01102363332909973,-6.605234975295602,-6.570862964905714
113,113,0.010919845288561792,0.011018378905167705,-6.60084445477049,-6.5729335266477475
114,114,0.010923911942188273,0.0110191981749315,-6.605900131620038,-6.572610619699786
115,115,0.010901233219762439,0.011019509236671422,-6.609251681509578,-6.572488024127672
116,116,0.010922962828472103,0.011018315330147743,-6.606055525230337,-6.572958585107117
117,117,0.010896581388318661,0.011017207105300929,-6.611695330050961,-6.57339542152658
118,118,0.010954370914199917,0.01101639793303452,-6.600716070667691,-6.573714406140997
119,119,0.010912817086755615,0.011016352249211386,-6.612059167081588,-6.573732415905674
120,120,0.010907979374847462,0.01101584614891755,-6.61042549565032,-6.573931938950057
121,121,0.010888423194590303,0.011010608341740934,-6.613139931496146,-6.57599741053825
122,122,0.010906707101799164,0.011013761947029516,-6.612007091125304,-6.574753703348137
123,123,0.010906812389256414,0.01101228271267916,-6.616543968867411,-6.57533703397031
124,124,0.010893359309849665,0.01100826106573406,-6.612690107185449,-6.576923351831861
125,125,0.010891328873016784,0.011008754764732561,-6.616704052132315,-6.5767285836103575
126,126,0.010936381093696835,0.011006424987786695,-6.60502448062725,-6.577647775991984
127,127,0.01089633186107751,0.011010899061435148,-6.616531326076935,-6.575882742675898
128,128,0.010889100726962704,0.011014045902380818,-6.614569038470426,-6.574641735563574
129,129,0.010855374473732771,0.011004467494785786,-6.620922515513586,-6.578420237546256
130,130,0.010900796189443352,0.01100477355679399,-6.610189051414833,-6.578299450972125
131,131,0.01092062744590425,0.01100778765976429,-6.609206878860169,-6.57711012249445
132,132,0.010921562676193174,0.011005353231571223,-6.610455249793848,-6.578070693037626
133,133,0.010912427861128272,0.01100444788799474,-6.607780517926178,-6.578427975429754
134,134,0.010952100186541523,0.011004564597418434,-6.602164499242846,-6.57838191588144
135,135,0.010910593587713143,0.011003120802342892,-6.617424305489176,-6.578951746123756
136,136,0.010914238899485352,0.011006318571928301,-6.609151856509635,-6.577689766051026
137,137,0.010888641335300564,0.011001416285963435,-6.615916547511288,-6.579624572874367
138,138,0.010886186916265906,0.011007473755039666,-6.62083817358112,-6.577233970299106
139,139,0.01091435941454676,0.011005672087010584,-6.612753682633215,-6.577944867769747
