,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,2334011.54688166,0.0004897842591162771,80.67083339632569,-16.138899022753456
1,1,0.0004812237076322097,0.000492556947344718,-16.190290530125253,-16.114382767353135
2,2,0.0004754412865875884,0.00046522664917191783,-16.235951860081855,-16.362301416768613
3,3,0.00046445039123747995,0.00044821158639694517,-16.34173807790205,-16.524116467774135
4,4,0.00044427660159459436,0.00044701744244728044,-16.533770443365327,-16.5357025629255
5,5,0.0004515604328450545,0.0004617566392928558,-16.46467580133878,-16.394815771675447
6,6,0.00044705106135092907,0.0004335666017141193,-16.510804238389472,-16.668389052942015
7,7,0.00044128173913028976,0.0004447955135746222,-16.560472924663006,-16.557343276681383
8,8,0.00047121403622440994,0.00048299362166098465,-16.26782954040239,-16.199533301937333
9,9,0.00048179079546861964,0.00048460063101772805,-16.18658739098621,-16.185107504434527
10,10,0.000479503955989692,0.00046689398464207584,-16.2031069175969,-16.34676447143756
11,11,0.00046144960749385514,0.00046230800982907807,-16.35384923455741,-16.38963307780201
12,12,0.0004546320589124849,0.0004543966711743882,-16.433721057381135,-16.464595846034925
13,13,0.0004475835141288981,0.00044933797509752606,-16.501676661458355,-16.513216018931274
14,14,0.00043624218315673396,0.0004501750089203645,-16.605974756176657,-16.505133439095108
15,15,0.0004289204533183083,0.00043212517170774703,-16.687921393541906,-16.682851606371678
16,16,0.00042747391253402555,0.00042211986146867275,-16.700088185448234,-16.784589388166484
17,17,0.0004221094146937362,0.0004205965761732506,-16.754199332269266,-16.800289927259684
18,18,0.00041851391637765027,0.00041039245460476533,-16.796601998559478,-16.906953584334627
19,19,0.0004127232988542618,0.0004171640811316473,-16.859796564348088,-16.835878182317543
20,20,0.0004073937916192082,0.00040085993762324125,-16.915864451670842,-17.009020711994722
21,21,0.0004035707370536498,0.0004007811704037809,-16.955069914371304,-17.00987416545498
22,22,0.0003916463423424314,0.0003989807875385802,-17.08398470806107,-17.029427425189485
23,23,0.0003869773210362368,0.00038410808376379704,-17.131529563677653,-17.194412785321703
24,24,0.00038134664076274816,0.0003892270339603879,-17.195667670619038,-17.136917289707405
25,25,0.0003749879353713321,0.00037022422858219787,-17.269978777602837,-17.354298888790396
26,26,0.00036984054100478895,0.00035877710998695537,-17.333326080647712,-17.49069998529906
27,27,0.0003599929887340548,0.0003548005785744049,-17.448324497236037,-17.539104063917755
28,28,0.00035075163174679827,0.00035971353339080353,-17.555927452594492,-17.47937948304799
29,29,0.00034840786607561575,0.00034282071283087134,-17.589110659931876,-17.68827672143351
30,30,0.00034461346588135917,0.0003416643870112143,-17.63222956131245,-17.70295012778227
31,31,0.0003413752080829449,0.00033932254576173266,-17.679593417738115,-17.73282009128455
32,32,0.0003360023190382599,0.0003460099611210784,-17.743618255554004,-17.648061240812524
33,33,0.00033853716215781254,0.00033156677473973676,-17.707255089798622,-17.83323720978495
34,34,0.000331121319832914,0.00033466462934340696,-17.798217906737808,-17.792849114955814
35,35,0.00033364051379282606,0.0003425828870508428,-17.77644391032689,-17.6912906077943
36,36,0.00033418987439609295,0.00033454217727443104,-17.773987054993043,-17.794438466944513
37,37,0.0003331229699770776,0.00032677218673358624,-17.788202161488947,-17.89649641367562
38,38,0.0003270989859395075,0.0003342163813373956,-17.863349085828204,-17.7986699309625
39,39,0.00032924286980354754,0.0003331293471427144,-17.840302454998596,-17.812818320613516
40,40,0.00033167397847024666,0.00033214033311723093,-17.81105545060654,-17.82573108856209
41,41,0.00033156939640583604,0.00032998918169668237,-17.80974812059047,-17.853950234748115
42,42,0.0003340008471175529,0.00033458103548343246,-17.772569912841888,-17.79393404846244
43,43,0.0003324476680982397,0.0003310779284220189,-17.790994293179715,-17.83964496633336
44,44,0.0003328553299520395,0.0003376987879164517,-17.78702448163059,-17.75365223908313
45,45,0.00033199537056978294,0.00033551914537766655,-17.791394226332912,-17.78177418854052
46,46,0.0003302815966140095,0.00033612444990706677,-17.823089221106766,-17.773946212810333
47,47,0.0003356267578093354,0.00033673605464987064,-17.751093579400347,-17.76605106556187
48,48,0.00033487323293529607,0.00032977996804555386,-17.765463490486724,-17.856704541684255
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50,50,0.00033203745410854437,0.0003329804396918534,-17.7949431683963,-17.81476003312334
51,51,0.0003287497002957869,0.0003290736257392717,-17.84329583329172,-17.866016494639272
52,52,0.0003265238642457335,0.00032494495635067945,-17.86686077344388,-17.920849253254236
53,53,0.0003294823898276141,0.0003295301055339606,-17.834743388687954,-17.859996283144394
54,54,0.0003246023702512006,0.00032983760435232207,-17.89767911812139,-17.855945582823914
55,55,0.0003242371036771915,0.0003249939426926798,-17.898710578421564,-17.9201945917748
56,56,0.00032016714691597315,0.00032290666039395884,-17.960523301662462,-17.948177227268868
57,57,0.00032208948522162884,0.0003227331433567758,-17.934693659828465,-17.95051157819151
58,58,0.00032604855368845165,0.0003281923877933112,-17.87641590804778,-17.877662220985215
59,59,0.00032314221157461943,0.0003213692061284459,-17.909008673478255,-17.96890465804274
60,60,0.00031969094164093436,0.0003242709958852318,-17.96450734023644,-17.92986620409476
61,61,0.0003207722233521954,0.0003151402174568686,-17.9531499955921,-18.053908954014034
62,62,0.0003191387585661921,0.00032112649243668114,-17.97528294407893,-17.972185900929357
63,63,0.0003170208812249613,0.0003145010544501833,-17.99249678223591,-18.06272619883496
64,64,0.0003167705666801902,0.00031527849894605185,-18.01382180956657,-18.052003715888887
65,65,0.00031527579124757696,0.0003130673691262736,-18.01983440132892,-18.08256922103799
66,66,0.0003158468438057978,0.0003166017061295478,-18.013187361450843,-18.033814748626135
67,67,0.00031960653003122773,0.0003298326842731943,-17.963225033496116,-17.856010365587444
68,68,0.00031753544084794975,0.00031951597530247743,-17.988979018217833,-17.99402148670602
69,69,0.00032177915497798206,0.00032840729966808696,-17.938572205934925,-17.874819239289486
70,70,0.00031753314914633086,0.00032011849965017875,-17.98233649690382,-17.985839530071015
71,71,0.0003250401461684174,0.00033250863443275814,-17.884414799756044,-17.820917984105694
72,72,0.00032658302123159095,0.0003358708651687362,-17.871220406597764,-17.77722392785711
73,73,0.00032169860547658096,0.0003282261375141771,-17.921825000888198,-17.87721563646678
74,74,0.00032231106708479143,0.00032011869724986975,-17.927099230479815,-17.98583684930033
75,75,0.00031720591437782057,0.00031837752842540413,-17.995854934110668,-18.009523187811265
76,76,0.0003182927807240949,0.00031758995579653665,-17.984679139027236,-18.020279669239983
77,77,0.0003168926647499434,0.0003155368046320387,-18.006619823183158,-18.048447025374188
78,78,0.0003094321921510987,0.00030702509837666233,-18.105998375723743,-18.167208465637575
79,79,0.00031363826602716577,0.00031686618795471365,-18.04832795743504,-18.030188266369336
80,80,0.0003076091159096698,0.0003134946991370893,-18.128975918012163,-18.07664523987715
81,81,0.0003193620920598929,0.0003213076699083965,-17.981459276782772,-17.969736330750525
82,82,0.0003155688788218558,0.0003124742728878597,-18.02063683153228,-18.090804596062274
83,83,0.000313894129502251,0.00030823552515357733,-18.039039424139148,-18.150120346292265
84,84,0.00031658436487352036,0.0003064810620057152,-18.009259352330233,-18.174910818801916
85,85,0.00030344359372075184,0.00030896506168095296,-18.186305997599163,-18.13985354348946
86,86,0.00031116638799466806,0.0003103293925768843,-18.09162313916866,-18.120718144032836
87,87,0.00031044117154639943,0.0003070378458544024,-18.087945762626237,-18.167028153202395
88,88,0.0003013902694255728,0.0003072123508900404,-18.208336512356695,-18.164560540607965
89,89,0.00030294942013084044,0.0003003202038694565,-18.192663221668518,-18.26310175663435
90,90,0.0002999611057283491,0.0003013096222850053,-18.23961682178971,-18.248817247227635
91,91,0.0002969348627339434,0.0003055693906437802,-18.283852740617185,-18.187848776217223
92,92,0.0002981386481683471,0.0003004173708368877,-18.270634587614264,-18.26169684773824
93,93,0.0002940279007385264,0.0002966140210015797,-18.331366989262467,-18.31703049396479
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95,95,0.0002927663206475662,0.00029357536358905857,-18.340905835084936,-18.361751183357615
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100,100,0.0002833544749216916,0.00028427142656016117,-18.48187026985108,-18.50161516826325
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