,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.017403318844351572,0.017165350776753928,-1.5736925261286094,-1.6393625817057889
1,1,0.016907812163387378,0.016765809372851725,-1.695608432876856,-1.7416441697666987
2,2,0.016607926966449648,0.016476198540706383,-1.782188157806133,-1.817319242711981
3,3,0.016348860082552603,0.01626911651539175,-1.8472429440957585,-1.8722497142587828
4,4,0.016151455413434924,0.016122579868686825,-1.8948233222470088,-1.911544038616417
5,5,0.01603571789281577,0.01601052441095051,-1.9275606972256623,-1.941833838075565
6,6,0.015916451600562667,0.01592601169096796,-1.9561591762408748,-1.9648191070459995
7,7,0.015862512018185917,0.015855647574521993,-1.9778768959285755,-1.984049567716157
8,8,0.01578204323220806,0.01579870004206896,-1.9938216140916756,-1.9996758735141087
9,9,0.015762220175226323,0.015746775916532466,-2.008556978957052,-2.013972935694018
10,10,0.015703060808255502,0.015703238252746433,-2.023366164123925,-2.025997209587237
11,11,0.015627369092604548,0.01566562076148234,-2.0359986482889365,-2.036413321121901
12,12,0.015645678366351987,0.01563242504275159,-2.0450487628274985,-2.045625859798432
13,13,0.01561276929587433,0.01560826516269069,-2.0486120272087107,-2.052343063942531
14,14,0.015555683849859484,0.015586981892977891,-2.0557183426346075,-2.0582691000536126
15,15,0.015562297853151547,0.01557372490826406,-2.0608915796974094,-2.0619644178087446
16,16,0.015539475908675758,0.015560981229339776,-2.06570402289088,-2.0655196206236184
17,17,0.015521093348482834,0.015551998476056676,-2.068434614033255,-2.0680273587628015
18,18,0.015564820594778381,0.015545221339715155,-2.069855296579716,-2.069920308023387
19,19,0.01553854347235456,0.015537759387179426,-2.0756224405396386,-2.0720054908449574
20,20,0.015487121523732376,0.015520281305438593,-2.077188570820749,-2.0768935231137817
21,21,0.015454259374630205,0.01545379962772131,-2.0874258902708522,-2.0955366397120163
22,22,0.015343805976672885,0.015349027945807106,-2.1156049924371474,-2.1250806409450265
23,23,0.015267080300938837,0.015253908442039239,-2.1417206952100094,-2.1520780559079324
24,24,0.015150376825987064,0.015161726623773575,-2.173875979219486,-2.1784027915213993
25,25,0.015072514984718304,0.015068603189367997,-2.1981590374732276,-2.20515944411076
26,26,0.014964820404258585,0.01497908769861648,-2.2249354838077444,-2.231035774397664
27,27,0.01491476976571931,0.014888600936453594,-2.248085366741989,-2.257350513515268
28,28,0.01479900291323969,0.014799548067936772,-2.2750181203259077,-2.283404873040856
29,29,0.014743562029271396,0.014712729442276452,-2.300158447332867,-2.3089569225599145
30,30,0.014656816359570961,0.014628093101476369,-2.323831870748904,-2.334012251308181
31,31,0.014536068246690268,0.01454469076308765,-2.3493168051444373,-2.3588444882257207
32,32,0.014467743196591889,0.014463288660504316,-2.377418852604803,-2.3832188689770875
33,33,0.014374274962111232,0.014382990469273767,-2.4023669699922885,-2.4073974822921937
34,34,0.014302797001047233,0.014304573304559054,-2.425478946052974,-2.4311403326876415
35,35,0.014237097042046258,0.014226696061852732,-2.4497845505684572,-2.454848875293335
36,36,0.01417092626587939,0.014151526222887793,-2.4654874963161086,-2.4778566044550416
37,37,0.014082662626793705,0.014079386809546696,-2.492661316194607,-2.500052002313886
38,38,0.01402395516249937,0.014006229068495725,-2.516044254472203,-2.5226771605040064
39,39,0.013936185316403503,0.013937650101357385,-2.539327271390798,-2.5439938335519092
40,40,0.013852294352020799,0.013870982649294953,-2.562736697936969,-2.5648171241332407
41,41,0.013789090980804459,0.013804954574688486,-2.5826239332500247,-2.585539589736543
42,42,0.013743575729583343,0.0137408976198027,-2.6012258277313167,-2.6057383710163413
43,43,0.013635237192370227,0.013677409163823253,-2.6275526200253934,-2.6258510173541754
44,44,0.013598193481718143,0.013616354694884075,-2.6419888941294234,-2.645280849985782
45,45,0.013555181327938419,0.013555416543232767,-2.6619805695028207,-2.664760733824287
46,46,0.01347227058536613,0.013499475035228227,-2.684111640213427,-2.6827206083180286
47,47,0.013428758272958785,0.013441162968152448,-2.6969008017966587,-2.7015209414832215
48,48,0.013411631788482372,0.013389406137560544,-2.715935616172862,-2.718276257942767
49,49,0.013316299526270517,0.013334982489284716,-2.73931888940043,-2.7359649116560174
50,50,0.013243267879120469,0.013284684894116302,-2.7558579094566964,-2.7523768327485403
51,51,0.013190224824338844,0.013235119269474557,-2.7697028409399223,-2.7686108156287004
52,52,0.01317617592891467,0.013186902592056677,-2.7861464541677217,-2.7844614271320287
53,53,0.013087586595763251,0.013141577132046223,-2.8068401120470767,-2.7994145249370908
54,54,0.013097065836959278,0.013095919729063385,-2.81406171787998,-2.8145293648117247
55,55,0.013006958793656728,0.01305288051892268,-2.835582767055389,-2.828825782369368
56,56,0.012959150376624054,0.013011443036559382,-2.845494819946419,-2.842634761572562
57,57,0.012951115069469226,0.012970676302517714,-2.860785034800334,-2.8562631972958714
58,58,0.012902658941589066,0.01293245619653087,-2.8733333020201135,-2.8690792481532172
59,59,0.012865091270776754,0.01289415653598936,-2.887082384664699,-2.881960026284902
60,60,0.01280153405458964,0.012858686821633264,-2.9017107913323015,-2.8939232186565054
61,61,0.012781386407687492,0.012822198877601247,-2.9116504761419137,-2.9062643221511357
62,62,0.012771952129209164,0.012791376953062258,-2.9232409615085557,-2.9167164341861405
63,63,0.012720625156287066,0.012757937963071623,-2.932123394635715,-2.928084548887548
64,64,0.012658689631936476,0.012727198877224797,-2.943949766698357,-2.9385611038454673
65,65,0.012642272431211373,0.012698803146026637,-2.9511232306748685,-2.9482614999083068
66,66,0.012626529834473255,0.012671249624537794,-2.961659543347735,-2.9576949426786014
67,67,0.012629204669717661,0.012643307643501382,-2.972782839586908,-2.9672823535721333
68,68,0.012587775053821275,0.012617121891755807,-2.9810867555651437,-2.9762864218088243
69,69,0.012549137946256657,0.012593630064082774,-2.991842308829206,-2.9843800908108022
70,70,0.012510467829547593,0.012569964275156198,-3.001043999749081,-2.99254897513822
71,71,0.012522084244824563,0.012549897263708868,-3.0056811557473817,-2.999487703029089
72,72,0.012499354184441959,0.012527524787736567,-3.010040528730628,-3.0072367016455286
73,73,0.012481490390125624,0.012508978380968696,-3.017496185049631,-3.013670989642905
74,74,0.0123984273331067,0.01249057819184504,-3.0374434673829813,-3.0200639846723183
75,75,0.012403540831712103,0.01247190478208818,-3.0371872321985576,-3.026561543698727
76,76,0.012397909882603232,0.012455752315489869,-3.0408816718038434,-3.032189772671148
77,77,0.012401018522142135,0.012439193007977386,-3.0421556978274538,-3.037967344659362
78,78,0.01236077053376387,0.012425017935272894,-3.0584316029669774,-3.04291916600381
79,79,0.012386279036626988,0.012410668166060197,-3.057109864713516,-3.0479377720964553
80,80,0.012362546431495971,0.012398173395348223,-3.0623531061686124,-3.0523123499405975
81,81,0.01231815387523666,0.012385810578339979,-3.06747786714509,-3.0566450703446146
82,82,0.01231810006975513,0.012373889502333967,-3.0727292943748545,-3.060827074093404
83,83,0.01229905416785749,0.01236345878753223,-3.073464465342914,-3.0644895540779937
84,84,0.012301778382400876,0.012352568538565385,-3.0821728988017334,-3.068316686388961
85,85,0.012302862144238556,0.012344027967437318,-3.077700200844231,-3.0713204387968522
86,86,0.012291800163532655,0.012333809054995837,-3.080486999664031,-3.0749172025926574
87,87,0.012255080466725162,0.012325575036045752,-3.0901012558583245,-3.0778175095213376
88,88,0.012297023001328572,0.012319600454678661,-3.090140816675383,-3.0799231774409814
89,89,0.012279108147492114,0.012313134478111016,-3.0917893715329465,-3.08220318249572
90,90,0.012258972598182172,0.01230608142520252,-3.0963085807775665,-3.0846915655982214
91,91,0.012247682241818955,0.012300384770098486,-3.098872239625097,-3.0867024402208125
92,92,0.012232008927799378,0.012294720466199675,-3.1011977407767395,-3.0887028187082666
93,93,0.012243318861139189,0.012290019836080702,-3.101232758476156,-3.09036357063968
94,94,0.01222460694879908,0.01228655536512011,-3.1066513111122402,-3.0915879891101525
95,95,0.012254716742054089,0.012281497352217374,-3.100556832011624,-3.09337621966254
96,96,0.012228626767461448,0.01227727282400194,-3.1102162549481713,-3.0948703411495186
97,97,0.012202618643641472,0.012274566204532197,-3.10904277985997,-3.0958278823778693
98,98,0.012203451582067405,0.012270884049174032,-3.1120898996806634,-3.0971308853776334
99,99,0.012222870656279559,0.012269747002344383,-3.111020987451148,-3.0975333307451542
100,100,0.012235786621794873,0.012265102937817574,-3.1112444925509566,-3.099177434235987
101,101,0.01220312298842005,0.012264206907466838,-3.11208486162885,-3.099494720812388
102,102,0.012204073071863848,0.012262025700980112,-3.1091833586144366,-3.1002671883647412
103,103,0.012196630105069004,0.012260013701100098,-3.1102360581214223,-3.1009798537618667
104,104,0.012214806391713545,0.012258558485068773,-3.112545875723014,-3.1014953750477927
105,105,0.01222071484614586,0.012256402081172717,-3.1159528181556024,-3.1022594099828655
106,106,0.01221340971509206,0.012254270970037109,-3.1153435267021434,-3.1030146155269285
107,107,0.012196802889409754,0.012253499491826483,-3.114737291060261,-3.103288037975057
108,108,0.012210198073196657,0.012253151618336377,-3.1193403348232307,-3.103411334737627
109,109,0.012196369766804976,0.01225088463213883,-3.116065828854474,-3.1042149081480557
110,110,0.01220374252915997,0.012250025952725034,-3.1182062696291037,-3.104519321104462
111,111,0.012202260535709636,0.012250303339801337,-3.112805792765771,-3.1044209814657107
112,112,0.012204222688355396,0.012248926011747435,-3.1115572138291725,-3.1049092955801076
113,113,0.012195291784928017,0.012248534415113298,-3.1174790949342697,-3.1050481412027873
114,114,0.012183054119886197,0.012247600494638869,-3.117909779253135,-3.105379292635674
115,115,0.012206780196157927,0.012247130078704734,-3.1119701610504373,-3.1055461032432112
116,116,0.01220340794432409,0.012246381638473585,-3.112431413164236,-3.105811515133736
117,117,0.012194319263331055,0.012246138661315567,-3.117049268537488,-3.105897683186406
118,118,0.012197790571402028,0.012246299191917243,-3.115186915330863,-3.1058407533251122
119,119,0.01218503035758574,0.012246319092810154,-3.1190559467784413,-3.1058336958126196
