,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.019002088239973354,0.018510131851622934,-7.215877848741506,-7.318839190600091
1,1,0.018226340125055657,0.0180056395107194,-7.393931668726363,-7.438848804713092
2,2,0.017847708128776747,0.017730809846206716,-7.481615747789699,-7.505648591508997
3,3,0.017643074572239955,0.017593880036943836,-7.531877798170705,-7.539318049682425
4,4,0.01755196566587871,0.017471991283328908,-7.560576878236855,-7.569510270384918
5,5,0.01740770303096968,0.01735807220010381,-7.590131340463339,-7.597919409329634
6,6,0.017377774279142163,0.01725764651047556,-7.6029618844068985,-7.623118623348764
7,7,0.017205342727223624,0.017181284823700002,-7.6384728769786,-7.64237793962815
8,8,0.01716894936776653,0.017071886968455817,-7.664641053430125,-7.670119047340328
9,9,0.01704016043660567,0.016978745299734567,-7.691361507213532,-7.6938783792270105
10,10,0.016954850059809144,0.016906667206632465,-7.711983168519451,-7.712354273717628
11,11,0.01683559785260982,0.016762256916416318,-7.739800432780589,-7.749609385604691
12,12,0.01674952851512383,0.01667602703367409,-7.761563287097717,-7.772008409023354
13,13,0.01661580741482297,0.016572854530654456,-7.793512934085971,-7.7989611307103175
14,14,0.016535402995716666,0.016494692156189365,-7.8186820112215285,-7.819492167659635
15,15,0.01640806433543102,0.0163994704030062,-7.842468941988983,-7.844636080294329
16,16,0.016304914388306363,0.016303455653159243,-7.8716248659311425,-7.870137649041904
17,17,0.016233213361083847,0.016174103329448325,-7.892789944095058,-7.904732180906018
18,18,0.01616842737517406,0.016092248898195594,-7.91307314281569,-7.926766902290492
19,19,0.01605840939452353,0.016011072665845092,-7.940872084996192,-7.948730028341345
20,20,0.016011378199783797,0.015932305127774413,-7.95956970888818,-7.970148161822392
21,21,0.0159095460260959,0.015855718551105576,-7.981449712788095,-7.991075031846206
22,22,0.01580225690700037,0.01576071374706532,-8.011421744655543,-8.017175501340637
23,23,0.015724119048604032,0.01571167804496853,-8.02785625103824,-8.030708601849701
24,24,0.015674778634739907,0.015633271369887024,-8.05149273161138,-8.052435647507298
25,25,0.01555701387450867,0.015534283544280027,-8.077463326461613,-8.080022034120521
26,26,0.015544678199767452,0.015478449971660188,-8.088889189411958,-8.095659635803967
27,27,0.015466252428277866,0.015393846080099282,-8.114383997263806,-8.119462915723187
28,28,0.015411169037760533,0.015339558404919348,-8.123849432375144,-8.134805740693293
29,29,0.015286769756336803,0.015259443145049246,-8.153202605335247,-8.157547459717238
30,30,0.015240547880914408,0.015175662689695233,-8.16945198628649,-8.181457664961854
31,31,0.015088101004048721,0.015082238438098054,-8.206924622629959,-8.20827629042239
32,32,0.015031164848082458,0.014996081149499668,-8.229199357131842,-8.233156495077703
33,33,0.014928415052823185,0.014894382783064717,-8.25383521333396,-8.2627092045235
34,34,0.014889595281217517,0.01478747886262442,-8.274616368847884,-8.293992945448952
35,35,0.014746199611612816,0.0146755908959006,-8.311054419077715,-8.326978347534615
36,36,0.014644535239209834,0.014583193059814604,-8.347327176496051,-8.35440806150179
37,37,0.014526507644386021,0.01447454192920735,-8.382503101153358,-8.386886027457214
38,38,0.01442220918450159,0.014351625632690755,-8.408288050778223,-8.42392334276064
39,39,0.014331624564743534,0.014285247576864142,-8.434738798225895,-8.44405659877794
40,40,0.014238764925562229,0.014231450806714986,-8.466273629186066,-8.460442554698895
41,41,0.014162228586747474,0.014166313566659627,-8.48411920583324,-8.480365808629886
42,42,0.01414597718064318,0.014078829682579166,-8.491675921467344,-8.507268762721775
43,43,0.014060714675747241,0.01405130434585245,-8.50704559464649,-8.51576790862422
44,44,0.014017868383797174,0.014010159985015267,-8.526633972656164,-8.528503367805657
45,45,0.014014172089314953,0.013960869835787698,-8.537669726166845,-8.543809534304852
46,46,0.01397212922150634,0.013947792645347746,-8.549167662919261,-8.547879490768267
47,47,0.013896499107563003,0.01387993511008589,-8.57035443133188,-8.569059956375057
48,48,0.013864181071673472,0.013862548052872481,-8.58157636573646,-8.574503668063468
49,49,0.013862985243886402,0.013816947558600651,-8.58771874721155,-8.5888132214086
50,50,0.013818748679357706,0.013785245828330517,-8.595915564792563,-8.598789162366526
51,51,0.01375540912381767,0.013718866498062485,-8.61232621654395,-8.619752015104588
52,52,0.0137466170162577,0.013734284494268266,-8.61873856211293,-8.614873921963271
53,53,0.013709482736885548,0.013689924766750712,-8.634614322801681,-8.628923699295616
54,54,0.01371886411240113,0.013674933022182239,-8.631106585651093,-8.633682234963361
55,55,0.013643205665128747,0.013614937565044352,-8.650460548981563,-8.652777772898183
56,56,0.013622411085081469,0.013596568599735437,-8.65949099539595,-8.658641131901813
57,57,0.013573891147203053,0.013572357889068755,-8.67556234827899,-8.666381283749924
58,58,0.013552333113074917,0.013535646378601851,-8.672466922934273,-8.678144315810691
59,59,0.013500311978391766,0.013498814727522825,-8.692214869582378,-8.689977947453613
60,60,0.01351124649272137,0.013475789247374786,-8.69509102054787,-8.697392211188127
61,61,0.01348286510934842,0.013444600234690466,-8.707198558009049,-8.707455380723095
62,62,0.013465895115868333,0.013395635558194235,-8.707868488860058,-8.723301077881073
63,63,0.01344495116896236,0.013409835727591263,-8.714664959827017,-8.718699736817255
64,64,0.01338715698646823,0.013362509149469827,-8.731484702675395,-8.73405415812729
65,65,0.013350518929205605,0.013342983971693013,-8.7410946426326,-8.740404670689717
66,66,0.013304567329355121,0.013339087416074778,-8.75492038769601,-8.741673127392996
67,67,0.013323126917647332,0.013304559808028372,-8.754564215748061,-8.752929212504675
68,68,0.013295727781951427,0.01330252481918586,-8.756658182501994,-8.753593535138396
69,69,0.01333506633863621,0.013273267712640134,-8.75240440403418,-8.763155774945325
70,70,0.013264313445800972,0.013234830853578291,-8.778609918964479,-8.775750361803066
71,71,0.013196426290135408,0.013240625248535684,-8.792122500471455,-8.773849375631997
72,72,0.013215037888472843,0.013206562223403077,-8.788220373528556,-8.785036494903364
73,73,0.013239741421391055,0.013180576902078954,-8.786531235770244,-8.793590120407025
74,74,0.01322567692391344,0.013156654754359471,-8.79095612632087,-8.80147952939462
75,75,0.013223793751262512,0.013140797124881493,-8.78781105416037,-8.806717209337691
76,76,0.013199515880767218,0.013130239848243562,-8.800104728773839,-8.810207720381683
77,77,0.013121265841206325,0.013110873387440256,-8.821483297336153,-8.81661807996694
78,78,0.013117955047061149,0.013124063120860802,-8.825733848928996,-8.812251209154706
79,79,0.01308986053984497,0.013077068191609885,-8.832949015023635,-8.827830429833561
80,80,0.013089043750744505,0.013059241795226148,-8.829718244711628,-8.833754683705731
81,81,0.013070632079520176,0.013041976300117216,-8.831635734544674,-8.839500247241805
82,82,0.013076755583055854,0.013036072940418595,-8.834682351878998,-8.841466495991433
83,83,0.013058838280897165,0.013017384727534494,-8.846778620092856,-8.84769690826732
84,84,0.013056546948926965,0.013008521771744677,-8.841900727437379,-8.850654832473934
85,85,0.013051337687317859,0.013015942304934325,-8.8495185475679,-8.84817816536956
86,86,0.012996063865337176,0.012989340448065809,-8.858167085806844,-8.85706331673349
87,87,0.013021238733889516,0.012993914859467432,-8.855091067635028,-8.85553414602205
88,88,0.012996892425586883,0.012992840358301214,-8.860306986665758,-8.855893290458239
89,89,0.012994016674299216,0.012963731332044853,-8.864691039014868,-8.86563409515867
90,90,0.01299768655570512,0.012980491560148565,-8.868524773701983,-8.860022922587659
91,91,0.012991360350291139,0.012932875977927133,-8.865344957344446,-8.875983185455533
92,92,0.012967153951602499,0.012951879909164027,-8.868907032614066,-8.869606224444556
93,93,0.012975896065382613,0.01294509635159844,-8.866524159522788,-8.871881441177296
94,94,0.012971883198035132,0.012950362588622068,-8.871868440365528,-8.870115032853299
95,95,0.012970893893429298,0.012923741860217169,-8.867309781989075,-8.879051565943916
96,96,0.012945149199480248,0.01291547754877492,-8.876750694815748,-8.881829625854838
97,97,0.012979274692455517,0.012912303503406676,-8.873686447201736,-8.882897058161852
98,98,0.012946570896994821,0.012935415253435311,-8.876706129182773,-8.875130563738146
99,99,0.012960665398421362,0.012912325266944734,-8.877845306505922,-8.88288973818481
100,100,0.01298597680654415,0.012884651457792834,-8.86793859510658,-8.892207564336681
101,101,0.012915172210904127,0.012922292820325023,-8.887498780615061,-8.879538534283666
102,102,0.012896964576133747,0.012916570137205877,-8.891204994893894,-8.88146224876371
103,103,0.01293201600537472,0.012888394639288125,-8.887484616618483,-8.890946057975755
104,104,0.012899890830068244,0.012901369090143004,-8.89012265754087,-8.886576314269307
105,105,0.012917833450759194,0.012891465798020363,-8.885915523984318,-8.88991130660461
106,106,0.012982961952148639,0.01289412678268395,-8.867841208316298,-8.88901495259893
107,107,0.012914444070270996,0.012899178423379598,-8.88306210548993,-8.887313813726498
108,108,0.01288553993649704,0.012904110070514051,-8.895330071146839,-8.885653725196486
109,109,0.01290897872375766,0.012910107444775732,-8.890623475876158,-8.883635746853288
110,110,0.012957601308745821,0.012916263634044873,-8.879617844897558,-8.88156530569714
111,111,0.012912216673115479,0.012902145470051389,-8.887411697220438,-8.886314971955345
112,112,0.012921957980802994,0.012896871390311341,-8.888712022866276,-8.88809062392885
113,113,0.012918499029558344,0.012904619405928412,-8.890300062823874,-8.885482309117963
114,114,0.012928060630394011,0.01289070843669929,-8.886911660128076,-8.890166457965895
115,115,0.01296107759027137,0.012878401646096455,-8.872611861444874,-8.894314658379434
116,116,0.012933968047889852,0.012914366088807583,-8.885390486116538,-8.882203380290012
117,117,0.012911956594085571,0.01287549479227317,-8.892778204709339,-8.895295038636483
118,118,0.012925172954336884,0.012888669330430659,-8.884770347450345,-8.890853497513806
119,119,0.01289509040946813,0.01291356029871263,-8.89132566321116,-8.882474366188509
120,120,0.012893084196623453,0.012908316560481725,-8.894497410771425,-8.884238239993618
121,121,0.012937591689609989,0.012884696798497125,-8.888065718436913,-8.892192281670251
122,122,0.012890071003246554,0.012912863963528684,-8.887428958605783,-8.882708556198669
123,123,0.012905408676291249,0.012893306287495713,-8.88827278673004,-8.889291317083778
124,124,0.012936477242133667,0.012896427884697914,-8.880299798630137,-8.88823997437725
125,125,0.012913231929936974,0.012896739142505746,-8.885571950748119,-8.888135157820019
126,126,0.012916880390923662,0.01289868732228091,-8.883372947762933,-8.887479162673845
127,127,0.01289338172058162,0.01289966614230683,-8.893347800353355,-8.887149609753484
128,128,0.012878856314442208,0.012903073949641302,-8.894890052667224,-8.886002451022216
129,129,0.012953072863141285,0.012892422266304493,-8.884847051826558,-8.88958909848994
130,130,0.012901943532231543,0.012900390319134059,-8.895847429956763,-8.8869058071862
131,131,0.01293639646670253,0.012885731742962411,-8.883946356753736,-8.891843454975444
132,132,0.012877429960314761,0.012895968350532808,-8.89846625421762,-8.888394727856031
133,133,0.01290234487465362,0.012898389102989122,-8.886392968384591,-8.887579573271303
134,134,0.012939695787337637,0.012892378445126508,-8.879401074581011,-8.889603860128785
135,135,0.012910095542746107,0.012898889664364489,-8.884492379876441,-8.887411035306377
136,136,0.012877864091052222,0.012899372971763736,-8.895569307088437,-8.887248312924998
137,137,0.012902223562687328,0.012896427051409295,-8.892629428585963,-8.888240254991901
138,138,0.01290410522793986,0.012896811001394925,-8.891909267929336,-8.888110959585287
139,139,0.012951735771962047,0.012899340816626423,-8.882953159317633,-8.887259138890053
