,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.04116728652230243,0.040767533018400796,-3.843773528524724,-3.877961463311907
1,1,0.04051098995602008,0.040110849628323,-3.9201226945250998,-3.9484871663928764
2,2,0.04005822739035813,0.039615088583607426,-3.977713001581872,-4.002499465544388
3,3,0.03953962876778288,0.03922391173086668,-4.02870594360501,-4.045596750405163
4,4,0.03913351056194797,0.038842954525822086,-4.07017131764842,-4.08798321555399
5,5,0.03878920943927519,0.03849450420392187,-4.116144558956496,-4.1271184751114385
6,6,0.038400949084574414,0.038311010716777096,-4.146822170424035,-4.147869683049898
7,7,0.038412626717508454,0.038217040268998394,-4.162103454011622,-4.15853528002199
8,8,0.03823880835906746,0.03812837855596291,-4.172393890139957,-4.168622410495669
9,9,0.03828385798740633,0.03807563628805311,-4.181378744540361,-4.174634083140652
10,10,0.03813059170989646,0.03805114230827281,-4.184854389057831,-4.17742878976601
11,11,0.03813063107507745,0.038036774451795374,-4.186991141925709,-4.179068966320921
12,12,0.03812044248292126,0.038027553966170864,-4.186131097157584,-4.180121866183471
13,13,0.03803295062221203,0.03802723163052609,-4.187079310743977,-4.180158678749767
14,14,0.038173435044657325,0.03801499738505012,-4.186943641764659,-4.181556129985769
15,15,0.03806592823611092,0.03801863326838142,-4.1895110916186535,-4.181140775870686
16,16,0.038029838122965134,0.0380063511823353,-4.188074312162105,-4.182544009894615
17,17,0.038076487321829056,0.038010424297106896,-4.192887753774005,-4.182078604394316
18,18,0.03801360614981848,0.03800626589279426,-4.191759584394861,-4.182553755849553
19,19,0.03809217931990771,0.03800698408955022,-4.189435728784169,-4.182471688870937
20,20,0.03804212624264747,0.03802367946819255,-4.189804783167849,-4.180564376585365
21,21,0.03801929455288907,0.03801597478358369,-4.1920610699177665,-4.1814444705455
22,22,0.03797157915289869,0.03801406684674715,-4.192375959935005,-4.181662438712382
23,23,0.03807278722524643,0.03801605595569862,-4.190155914917319,-4.18143519745329
24,24,0.03814771548681652,0.03801206734619642,-4.18733878998758,-4.1818908791204485
25,25,0.03817338216089711,0.0380034923161331,-4.188133098167492,-4.182870701743869
26,26,0.038155319303581396,0.03800595826224277,-4.190542045190338,-4.182588908682526
27,27,0.03809606168687958,0.03801333865052775,-4.194997683679166,-4.181745632817919
28,28,0.038032862866662215,0.03800011857559806,-4.190868444081368,-4.18325626155649
29,29,0.03805611155850371,0.038011226803064346,-4.1930414180070334,-4.181986913697262
30,30,0.038040582820312266,0.03802324341315972,-4.19364339386605,-4.180614181702362
31,31,0.03810254676440328,0.038004947336096516,-4.189220259076886,-4.18270442885519
32,32,0.038154574437546974,0.038007184078818874,-4.1912753007545716,-4.182448836753257
33,33,0.03811893884822266,0.038016014193233694,-4.190760534384813,-4.1814399683895624
34,34,0.038098738672807046,0.03801331845553298,-4.189272581755498,-4.181747940054651
35,35,0.038120790279095935,0.03801353177741954,-4.1865375453139855,-4.181723568528559
36,36,0.03815943064148893,0.03801477249515684,-4.1892637634136705,-4.181581822142892
37,37,0.03813859424793843,0.03799573194823767,-4.189629199149041,-4.1837576278931445
38,38,0.038124424856655376,0.038019857712482154,-4.187535858570659,-4.181000907414715
39,39,0.03810902754056085,0.03801734274939487,-4.1879046271132205,-4.181288196947933
40,40,0.03809900762340457,0.03802026455339633,-4.190426954478383,-4.180954434905525
41,41,0.03804838065941309,0.03801669337247547,-4.189171578048411,-4.181362379729004
42,42,0.03808080147683006,0.0380022478731055,-4.188258999620559,-4.183012915934174
43,43,0.03808677883953163,0.03800991236379272,-4.189591988987496,-4.182137096588173
44,44,0.03803566482263742,0.03800714741411962,-4.190249841845633,-4.1824530262991635
45,45,0.038085429093886895,0.03802810883835742,-4.189610009901572,-4.180058497350723
46,46,0.038095165504929945,0.037994325160980225,-4.189109196906852,-4.183918427862623
47,47,0.03813314126785269,0.03802915093930144,-4.188617122524054,-4.1799394873598485
48,48,0.038139208959242735,0.038006321772148736,-4.188232225994049,-4.182547370566261
49,49,0.038068537936382686,0.038009804722509886,-4.193050698325191,-4.182149395506651
50,50,0.03809469001194865,0.03801117170798151,-4.189114176166637,-4.181993208550075
51,51,0.038147208962551096,0.03802146095978586,-4.187647215459458,-4.180817775015281
52,52,0.03813377406793771,0.03802186740856422,-4.192893712061468,-4.180771349256334
53,53,0.038100137231276206,0.03802259834973436,-4.191416263362804,-4.1806878602834985
54,54,0.038128520755730956,0.038005399076562175,-4.189832558493208,-4.182652807358709
55,55,0.038119531130975055,0.03801038920095092,-4.18471438552174,-4.182082614366368
56,56,0.03809797790708001,0.038004478145586815,-4.190419053348203,-4.182758045060821
57,57,0.03811622960204931,0.03800705977176365,-4.190159627460672,-4.1824630408985355
58,58,0.038078338138221465,0.03800876869967109,-4.190749242243569,-4.1822677715775995
59,59,0.03814923774796663,0.038003764850528615,-4.189263134644471,-4.182839557300952
60,60,0.038165168356649654,0.03800190102897192,-4.186457849414012,-4.1830525539001195
61,61,0.038163713227535034,0.03802822628303578,-4.190608741712206,-4.180045084772886
62,62,0.03812079427322162,0.038014439767912814,-4.188560422825992,-4.181619834270535
63,63,0.03809357618855447,0.03799868080961077,-4.192792116561322,-4.183420583582543
64,64,0.038084221139703826,0.03801380901744491,-4.188042475795948,-4.181691894709135
65,65,0.038127556289594196,0.03800309174939206,-4.1908855632308795,-4.182916477758515
66,66,0.03808716761389958,0.038008079520965875,-4.19428475053026,-4.182346518991031
67,67,0.038124977927847005,0.038016261042732945,-4.18732033437742,-4.181411768424468
68,68,0.03810197122625469,0.03800877928733826,-4.19074871148067,-4.182266561813394
69,69,0.03811145911818927,0.03801192186380688,-4.189569346548659,-4.1819075007683395
70,70,0.038157248389475124,0.037996381325157064,-4.189532737351274,-4.183683404187387
71,71,0.03804075049678075,0.03800564612212934,-4.191712517354401,-4.18262457711235
72,72,0.03812421627880372,0.03802451903098508,-4.194135567527773,-4.180468485428122
73,73,0.03808722433816526,0.038025287813261935,-4.1902264005246135,-4.180380680366021
74,74,0.038123707104589524,0.0380071713344047,-4.189907246626144,-4.182450293012071
75,75,0.0380519680371604,0.0380046898989301,-4.189088836528838,-4.182733847109211
76,76,0.03814314175205132,0.03800497204065323,-4.1905084469536416,-4.182701605788742
77,77,0.038114219097439776,0.038020268866890354,-4.185408128455345,-4.180953942187609
78,78,0.03813352961976504,0.03800439030716294,-4.188015563150193,-4.182768082769201
79,79,0.038122435590041054,0.03800493851304054,-4.189457850140867,-4.182705437093652
80,80,0.03816854761740596,0.038005966301027094,-4.188279474176603,-4.182587990089898
81,81,0.03803404908358436,0.03802860489017085,-4.193425619317354,-4.1800018468448705
82,82,0.0380378476891321,0.0380120593074121,-4.189674196865122,-4.18189179756564
83,83,0.0381088347855917,0.03801365824122178,-4.189695091764759,-4.181709120399816
84,84,0.03810367575779404,0.038004667351120396,-4.1895254534307895,-4.182736423736532
85,85,0.03808680295790594,0.03799137512319967,-4.1904345385683195,-4.184255645293101
86,86,0.03803898079186371,0.03802433982491493,-4.189996575683721,-4.1804889533769005
87,87,0.03813225526324252,0.03800177358483013,-4.188400628275324,-4.183067118534741
88,88,0.03813048694090745,0.03802571798625745,-4.19238605905106,-4.180331549718436
89,89,0.03814846046806611,0.037998917463578676,-4.1902336363547,-4.18339353601401
90,90,0.03822562924211787,0.03801464916844117,-4.186673254976492,-4.181595911454875
91,91,0.03810176691136409,0.038021628793917205,-4.1894621329854225,-4.180798604453601
92,92,0.038080773287519964,0.037994193795480226,-4.189774526926849,-4.183933443634096
93,93,0.03815151666550292,0.03801455623225162,-4.192488707962419,-4.181606528868032
94,94,0.03808854355179157,0.038007788164050954,-4.191792477758864,-4.182379810645594
95,95,0.038128083514184063,0.03802711379371191,-4.186301097790438,-4.1801721364629
96,96,0.03802656558985563,0.037999433122183145,-4.192812566480476,-4.183334601133254
97,97,0.038114967688764496,0.03800944062440019,-4.191611911161265,-4.1821909970245805
98,98,0.03810151336119347,0.0380289005605798,-4.186542651625022,-4.179968080807893
99,99,0.038150554426859336,0.038010726241688976,-4.187869493197143,-4.182044105346377
100,100,0.03809201517670425,0.03802536075052462,-4.191042983435158,-4.180372350062123
101,101,0.038069104142102995,0.03801386077937327,-4.189654293994753,-4.181685981093759
102,102,0.038131071081788266,0.038015911845784435,-4.189476034660282,-4.181451660565406
103,103,0.038180425801535245,0.038008835166692734,-4.188253029761201,-4.18226017695234
104,104,0.038184162037274275,0.03799911059047047,-4.188878916032898,-4.183371463350927
105,105,0.03806726461679665,0.03802005280005304,-4.18940979132505,-4.180978622944637
106,106,0.03811897748370761,0.03801183735853747,-4.19288080677458,-4.181917155690056
107,107,0.03801995339160113,0.03801397822405163,-4.1944900318699965,-4.181672563488732
108,108,0.03813338064655815,0.03802981580558576,-4.188637583956897,-4.179863560017986
109,109,0.03816011886006778,0.03799902686947271,-4.189723760908283,-4.18338103189262
110,110,0.038156418033789115,0.037993853225519784,-4.188142175529632,-4.183972372823704
111,111,0.038133381606684516,0.03798326889151021,-4.191597044929358,-4.185182399673007
112,112,0.03802190379230017,0.03801734686682099,-4.191205740295909,-4.181287726590139
113,113,0.03804459630214062,0.03800332859942788,-4.190709264936977,-4.182889410923076
114,114,0.038083965515660255,0.03801300572721582,-4.190825288257437,-4.181783668779914
115,115,0.038114335771995723,0.03802797492397459,-4.1854054576000355,-4.180073790874826
116,116,0.038082941636904,0.038021358220200786,-4.191510705063904,-4.18082951030741
117,117,0.03805971068819774,0.038013057097008356,-4.191336975004925,-4.181777799840605
118,118,0.03808279151154548,0.03800846302979871,-4.191035165757441,-4.182302698063566
119,119,0.038046076778591294,0.038011498161052405,-4.189448828965418,-4.181955910000173
