,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0036760406501437585,0.0032964511774480343,-8.327422283446046,-8.818092912362257
1,1,0.003049266846255236,0.002885716403589437,-9.145965466392976,-9.396022910159038
2,2,0.002780186389236874,0.002765552324586009,-9.543933554703383,-9.580740593970301
3,3,0.002699144126981804,0.0027125408554351644,-9.665295378771713,-9.664796510719034
4,4,0.0026663310451375457,0.002686616964638233,-9.714401093061264,-9.706501864101822
5,5,0.0026575781059326583,0.00266583848401512,-9.74939694369797,-9.740221060441684
6,6,0.002623398320211731,0.002641076565180954,-9.787693184925466,-9.780749475367987
7,7,0.0025955721419112583,0.00261912738757306,-9.832131243041765,-9.816993172865276
8,8,0.0025673404302371224,0.002585345340010367,-9.880310442192389,-9.873373765730669
9,9,0.0025568649523229022,0.002567593118568,-9.90197378893107,-9.903297361274992
10,10,0.002547384890218832,0.0025444277562201023,-9.926912211597175,-9.942658146963105
11,11,0.0025157857873505845,0.002504588325360888,-9.979738848494414,-10.011195873111225
12,12,0.0024712485088438717,0.002478959578040399,-10.047932110450507,-10.055864939724138
13,13,0.0024756541326834062,0.0024743702654775822,-10.04145356731739,-10.063912510772449
14,14,0.0024653409713322355,0.0024705201044286553,-10.065568760735582,-10.070675467727217
15,15,0.0024475729760243415,0.002471373012093337,-10.086070149755543,-10.069176394043154
16,16,0.002460209364743577,0.002461156954890803,-10.070301617787978,-10.087166284195808
17,17,0.0024357910253606815,0.002457153615786841,-10.109489092883347,-10.09423630729022
18,18,0.0024440455269644557,0.0024530153819604925,-10.103569425921826,-10.10155667667852
19,19,0.002429099103013418,0.0024480172310416635,-10.125864151823043,-10.11041468799036
20,20,0.0024279239755507906,0.0024409424881205745,-10.12243673449607,-10.122983922071596
21,21,0.0024219541666433983,0.0024336581118404865,-10.135159407601153,-10.135963720980337
22,22,0.00241261833232165,0.0024259543095372224,-10.155741875281123,-10.149733220860442
23,23,0.0023894925294539976,0.0024097733640749204,-10.194416617022489,-10.178797394973994
24,24,0.0023885795332913855,0.0024112745947939785,-10.196082504762485,-10.176092687433286
25,25,0.0023769563659257497,0.0023920088883881505,-10.215587334772046,-10.210931500841804
26,26,0.002374496135726264,0.0023881474289258846,-10.224946223826452,-10.217948053397894
27,27,0.002360453147479554,0.002371632837151226,-10.25681232252856,-10.24808484315718
28,28,0.0023512745962583834,0.0023696509214412224,-10.266474764131868,-10.2517156535048
29,29,0.00234977087994903,0.0023569075611272923,-10.278963283012716,-10.275133895321098
30,30,0.00233565308105623,0.002342626574988428,-10.299826307001466,-10.30152873526772
31,31,0.0023171587669549836,0.0023364381815649963,-10.325510131911741,-10.313016444126271
32,32,0.0023012536904323346,0.002326356712728739,-10.358388033986012,-10.331796309879822
33,33,0.002315806762612972,0.0023162959535655224,-10.335710253383123,-10.350618906967735
34,34,0.0022889865639129864,0.002304140502881063,-10.385438797087762,-10.373469810279929
35,35,0.0022870828301559403,0.0023069659395045356,-10.387675947929987,-10.368147566243948
36,36,0.0022839936979844704,0.0022873932642764167,-10.388559431822046,-10.40515101283981
37,37,0.00227469937952677,0.002281981679659925,-10.405657598056887,-10.41543785716728
38,38,0.002276426553246133,0.002285657082929423,-10.410013787345667,-10.408448654271947
39,39,0.0022591481911805795,0.0022787601858573524,-10.440969548659977,-10.421573162588547
40,40,0.0022629320323851307,0.002278723974565142,-10.432347062654486,-10.421642175946955
41,41,0.0022584426231183033,0.002265248239334477,-10.441905282483742,-10.4474013766294
42,42,0.0022395224785720256,0.002269589452465114,-10.477303494061434,-10.439086347023178
43,43,0.002232509982032874,0.002256288560793588,-10.484554972538975,-10.46461297620224
44,44,0.0022399281775674867,0.0022605085304301035,-10.473439364612888,-10.456497889236086
45,45,0.0022156186973119212,0.0022400579243702324,-10.516912227366099,-10.49596690533586
46,46,0.0022189374653065635,0.0022440443771254075,-10.52225649472941,-10.48824498119744
47,47,0.0022219903551080485,0.002224608287705403,-10.515097882760667,-10.526023883457976
48,48,0.0022027027894041895,0.002217519133792896,-10.543630784895775,-10.539885633683417
49,49,0.0022048393586055213,0.0022271470485353156,-10.546917734956624,-10.521070466859113
50,50,0.0022056245139425563,0.0022142579852554357,-10.54385911768091,-10.546277196400018
51,51,0.0021919814063255318,0.0022099792565170085,-10.578332913545076,-10.554677418894652
52,52,0.002186650626322965,0.002210594836230341,-10.576278720026906,-10.553467879731677
53,53,0.0021845060952737465,0.0021918172286333223,-10.58736800956499,-10.590516028324917
54,54,0.0021789221851558414,0.002198613800206467,-10.597876224706358,-10.577069895730858
55,55,0.002167479672766838,0.002185109794433964,-10.613018118713025,-10.603826754893904
56,56,0.0021743711837826623,0.0021845289922662473,-10.601029632354457,-10.604981263036635
57,57,0.0021695984796304066,0.002171043931555591,-10.61951613239334,-10.631873275957913
58,58,0.0021588557121372714,0.0021742491884843298,-10.62719901531757,-10.6254662253344
59,59,0.0021539127655788182,0.002174462277540251,-10.650360460626406,-10.62504061235944
60,60,0.002171352121633353,0.0021707737744834864,-10.61955049740196,-10.632413730365524
61,61,0.0021774979721101905,0.0021746811383452857,-10.596708622094322,-10.624603514609735
62,62,0.002145676760809477,0.0021758805592789463,-10.660472833424864,-10.62220887252731
63,63,0.0021571327053663348,0.0021661398809795316,-10.641823645825585,-10.641694409227107
64,64,0.0021533991939858676,0.0021577833563481506,-10.647973527635635,-10.658481002579979
65,65,0.0021371827988894945,0.0021558289023998535,-10.672612723119894,-10.662416491316788
66,66,0.0021603509601320803,0.002160284104511926,-10.635453375437118,-10.653450690944402
67,67,0.0021463714194359237,0.0021606374924120152,-10.658850410577399,-10.65274031279067
68,68,0.0021580315276634753,0.0021631264152299416,-10.638136590741826,-10.647740384079531
69,69,0.0021442539207445284,0.0021522219513395897,-10.667199902201832,-10.669688825656308
70,70,0.0021517985913249637,0.0021580167261785583,-10.662555934988395,-10.658011327304251
71,71,0.002149704913368698,0.0021661212912907728,-10.653804020258526,-10.641731680291466
72,72,0.0021471060709259714,0.0021616200132197456,-10.663616082817436,-10.650765866002407
73,73,0.0021289715053724872,0.0021551649919465967,-10.70083852024056,-10.663754153376505
74,74,0.002128864052830283,0.002147908126445193,-10.698159986109712,-10.67840238055869
75,75,0.0021400710702249685,0.0021467850739626507,-10.676477653814052,-10.680673720952116
76,76,0.002128826369070592,0.002148367807661232,-10.698441692723257,-10.677473031422908
77,77,0.002131616163845222,0.002153398959260238,-10.690649060923047,-10.667314403623156
78,78,0.002139545176610274,0.0021591427564424904,-10.681965162245287,-10.655745815718959
79,79,0.002147932023232438,0.0021560887781609047,-10.666251728737926,-10.661892999833405
80,80,0.002121615772058746,0.002148235804940525,-10.707251055806587,-10.677739884306659
81,81,0.0021223115444317766,0.002147143608645389,-10.713850985549822,-10.679948466081086
82,82,0.002126716702610024,0.00214319950655887,-10.706782510029932,-10.687933385742628
83,83,0.0021260446141541157,0.002151067577008354,-10.702191459524695,-10.672018849749875
84,84,0.002129030965998308,0.002139412136258263,-10.698602251804417,-10.695614840838099
85,85,0.0021260436960332785,0.00215373699259209,-10.702498836420913,-10.666632716243583
86,86,0.0021361571991067264,0.0021559574494236394,-10.682125555282799,-10.662157539418173
87,87,0.002130290037309079,0.0021524192079117425,-10.693149132508049,-10.669290802045534
88,88,0.0021527583576431593,0.002163693149525084,-10.647930586245657,-10.646602691255463
89,89,0.0021328125569066896,0.0021560588410418284,-10.687575264101746,-10.661953301691165
90,90,0.002124452785848035,0.0021577378440844385,-10.70507939469131,-10.658572605536246
91,91,0.002146957785409597,0.0021561630878989633,-10.67136962242866,-10.661743322540909
92,92,0.0021433922925426325,0.0021634510301641726,-10.672594327042354,-10.647088698183584
93,93,0.0021453693247467432,0.00216015822891342,-10.666809387504532,-10.653703753356229
94,94,0.002159393826960442,0.002163530057786327,-10.644964112884143,-10.646930059818748
95,95,0.0021634628160943077,0.0021672913265463555,-10.635466815546696,-10.63938646227374
96,96,0.0021612099995932626,0.002185057321759431,-10.631208392221508,-10.603931046525759
97,97,0.002136104684995161,0.0021632120969068062,-10.678749157000183,-10.64756836296115
98,98,0.002159253544097325,0.0021699131466448307,-10.634721475672722,-10.634135881412075
99,99,0.00214920713105383,0.0021762397311823932,-10.662322646963913,-10.621492043185906
100,100,0.002148626821077208,0.0021670217209152484,-10.657664479050702,-10.639926747374277
101,101,0.0021428576833808547,0.0021787257619986407,-10.663704734471766,-10.616533705011676
102,102,0.002174723755385842,0.0021796013277612233,-10.608752338512728,-10.614788753903063
103,103,0.0021727524443347123,0.002182118239273366,-10.621929912948486,-10.609776598097591
104,104,0.0021442520328960623,0.0021847952157258987,-10.660498205478765,-10.604452030715485
105,105,0.0021543650115004825,0.0021777451651072816,-10.644433585110637,-10.618488809651222
106,106,0.002161937685366528,0.0021709133013102567,-10.624871371601923,-10.63213459587284
107,107,0.002149177259122281,0.0021680539326840325,-10.647031833964057,-10.637858576391203
108,108,0.0021677941429553574,0.0021791691573238687,-10.62768723568908,-10.615649956563045
109,109,0.0021667536972186613,0.002185164607669178,-10.622175804083946,-10.603717813974411
110,110,0.0021630168013927554,0.0021784409611044745,-10.63157137193324,-10.617101447605952
111,111,0.0021639809218840195,0.0021874052840039917,-10.625200117370195,-10.599266823013824
112,112,0.0021656242573691396,0.002189122017865118,-10.623794870280266,-10.595859701204233
113,113,0.0021722434573451578,0.002186856269346256,-10.61243499667923,-10.600356991192761
114,114,0.0021676512497486836,0.0021820325943592346,-10.621950315028608,-10.60994705560483
115,115,0.002176009096954133,0.002188427851682431,-10.607164015596345,-10.59723705864927
116,116,0.002164603483421517,0.002207170314106502,-10.631378236690061,-10.56020092827011
117,117,0.002159669865690863,0.0021906613347757804,-10.634168321309165,-10.592806961769877
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119,119,0.0021654798903684947,0.002201709920834554,-10.62126904567134,-10.570958398435554
120,120,0.0021635267629105713,0.0021914645147166753,-10.627599223493572,-10.591214964496443
121,121,0.0021755947352185383,0.0021979514705507378,-10.598748427715869,-10.578378399524821
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128,128,0.0021746805292967054,0.0021929345583837283,-10.609444895186538,-10.588302675418568
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