,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.006141312655599154,0.006077199757687356,-6.096927957078849,-6.144522364927582
1,1,0.005978133303794972,0.005917204862558528,-6.214937767933833,-6.260391428762945
2,2,0.005837062330551676,0.005783385352084511,-6.3188106008764775,-6.359736176503027
3,3,0.005698291445631035,0.005660147308126876,-6.42101965849149,-6.453280142801368
4,4,0.005578494712364735,0.005541012524382064,-6.512962220392236,-6.545666165444024
5,5,0.005480249081114211,0.005434337194616857,-6.5937194399376295,-6.630091659331442
6,6,0.005374538664197184,0.005342400779849605,-6.677020583278482,-6.704192832378588
7,7,0.005260483467394544,0.00526421061275821,-6.761815616243455,-6.768224919534264
8,8,0.005210265723661971,0.005197527205669566,-6.801584971930187,-6.823589770855026
9,9,0.005137721532667728,0.005137297079751366,-6.864372719177484,-6.874210675003925
10,10,0.0050863541624287965,0.005094678092159723,-6.91259610305182,-6.910390000827743
11,11,0.005061254558182254,0.005059061743515103,-6.939687177771615,-6.9408576853895205
12,12,0.00502647915086949,0.005047144343782412,-6.9646351210984,-6.95110023001377
13,13,0.005020459273772449,0.0050169237840332484,-6.971384561885134,-6.9771824496897015
14,14,0.004986865076322838,0.005014216576359774,-6.998075360798857,-6.979526600684026
15,15,0.0049895778605618425,0.005028182518129286,-6.99864609981803,-6.9674471457684914
16,16,0.004986223687907469,0.005018560902068489,-7.000690039013669,-6.975765495038331
17,17,0.004997944569733646,0.0050261708613681165,-6.996689396132691,-6.969185002813179
18,18,0.00503339916083616,0.0050327878837522705,-6.96834743465867,-6.963471217131372
19,19,0.005000127513038436,0.005053751783347444,-6.983243360599085,-6.945418407498645
20,20,0.005045185801717117,0.0050642103643009535,-6.954180079474682,-6.936440106239839
21,21,0.0050510301677145295,0.005072114474483226,-6.950269400199072,-6.929667016018531
22,22,0.005043495235215758,0.005090842391119192,-6.948599084167064,-6.913660965483136
23,23,0.0050819633701412945,0.005110951017980513,-6.927060108768624,-6.896540295333865
24,24,0.005067264795610585,0.0051234190499311995,-6.924467907074757,-6.8859586960381325
25,25,0.005107889321546272,0.0051181171040393806,-6.902769033819468,-6.890455298921239
26,26,0.005096451158529704,0.0051442418541563185,-6.902093896198814,-6.868343697929356
27,27,0.0051174307405257346,0.0051615753113047076,-6.886139030140579,-6.853734799344617
28,28,0.005166917156005643,0.005169813006528114,-6.849654691071602,-6.846809135092671
29,29,0.005143115714614846,0.005178542905732205,-6.8683502573552,-6.839481694901313
30,30,0.005153789180186913,0.005179423250650105,-6.853257320088739,-6.838743463215354
31,31,0.005189113395730245,0.005212864961082998,-6.832363037163728,-6.8107927364037195
32,32,0.0051698927796378575,0.005219745988908567,-6.840352012972115,-6.805063791152831
33,33,0.005187488247438804,0.005225149694045908,-6.830868130712143,-6.800570113851321
34,34,0.005199511665082777,0.005239874443137332,-6.819013301656044,-6.788348677160634
35,35,0.005197218494470587,0.005226447614596078,-6.820046906323362,-6.799491465833913
36,36,0.005193150823110158,0.005225306940510085,-6.8273028024843985,-6.800439418563863
37,37,0.005204497270055653,0.005218200777706347,-6.820006555038386,-6.806349631593305
38,38,0.005190281235833758,0.005214068229849401,-6.829054498169171,-6.8097903841717695
39,39,0.005177870887264456,0.005219587394477506,-6.8375554919118695,-6.8051957472533715
40,40,0.005196201197380565,0.005210476510814931,-6.821636580245923,-6.812783059358548
41,41,0.0051701085824404185,0.0052116170623584795,-6.841741025254252,-6.811832510910313
42,42,0.005172126998491201,0.00520424684509635,-6.840750832615614,-6.817978607383965
43,43,0.005147791597224081,0.005195440798017539,-6.860195319739835,-6.825333479374339
44,44,0.005164598820481411,0.005187363192243011,-6.852968753138288,-6.832090922404009
45,45,0.005165595599671,0.005143836532768451,-6.850307381673857,-6.868685897581458
46,46,0.005145922500025673,0.005173009869299437,-6.860826383602174,-6.844124413674022
47,47,0.005105706771893292,0.005163408913894703,-6.897705862767099,-6.85219228174296
48,48,0.005121914871497867,0.005143733155962668,-6.886524803034311,-6.868773179568687
49,49,0.005139905056848968,0.005144700358964895,-6.872795477250335,-6.867956629746256
50,50,0.005089059212849927,0.005141120453022029,-6.903147489841309,-6.870979691275162
51,51,0.005100393687019643,0.00513614045063916,-6.905265434831601,-6.875188570945135
52,52,0.005068698931562225,0.005107446402115257,-6.92212781336063,-6.899519305306909
53,53,0.005086754621534618,0.005102026104730995,-6.917788640029949,-6.9041307197827315
54,54,0.005059393406029522,0.005102691926846379,-6.933414715928251,-6.903563995900395
55,55,0.005067667189371032,0.005084193948852389,-6.928438783515395,-6.919336389342403
56,56,0.005057667070020412,0.0050731849317487915,-6.940526607432762,-6.928750544918648
57,57,0.005026766372671754,0.005063954005508046,-6.956802432554459,-6.936659958930033
58,58,0.005039517388477461,0.005052316517226006,-6.957813247832289,-6.946651979531318
59,59,0.00501365201624552,0.005029416986201939,-6.973393825575538,-6.966381041128909
60,60,0.004975989028888265,0.0050238860329907195,-7.004786145645376,-6.971159694865027
61,61,0.0049884630914431875,0.005015335609450152,-6.999912435373746,-6.978557484836715
62,62,0.005006853515071045,0.005013664743225826,-6.988866469334653,-6.980004584173477
63,63,0.004977804315804513,0.004986782484736882,-7.010020819023794,-7.003353229243512
64,64,0.004970204987630402,0.004984779111844928,-7.015574313838324,-7.005098299552608
65,65,0.004991279838165057,0.004988624763331916,-7.008072151928316,-7.001749101377548
66,66,0.004936960021744377,0.0049892254663925426,-7.046622115787464,-7.001226179067029
67,67,0.004967292962768643,0.004996803785233121,-7.017291249303192,-6.994634524659737
68,68,0.004920534069467451,0.004988735394650384,-7.043091879200868,-7.00165279018826
69,69,0.004983221723208415,0.004992060779937003,-7.007129189325008,-6.9987588396288904
70,70,0.004958796223683148,0.005006388246424888,-7.016776696795661,-6.986312221402553
71,71,0.004963898205572797,0.005008390124299024,-7.018537390710442,-6.98457597823555
72,72,0.0049788535034917675,0.005021306833154277,-7.006881075868444,-6.973389880579197
73,73,0.004995010774006548,0.00503508212338937,-6.992837406123151,-6.961491899497959
74,74,0.005006560527709956,0.005018401131229966,-6.984565863026835,-6.975903759173068
75,75,0.005037595690756114,0.005035453966181529,-6.959761220104768,-6.961171183159907
76,76,0.004995368233853087,0.005053682914493899,-6.98632671376566,-6.945477590395123
77,77,0.005017860758972844,0.005058386534648507,-6.97177329086904,-6.941437356226016
78,78,0.0050269788438358255,0.005079838594323711,-6.962318128120163,-6.923058350180826
79,79,0.005051808551760371,0.005083426661593349,-6.944197745062876,-6.919991859557185
80,80,0.005079981194060181,0.005083911414993436,-6.92578233565289,-6.919577737934956
81,81,0.005046289889429955,0.005105436215863416,-6.949834798031768,-6.901228935860205
82,82,0.005062270045434076,0.005095628016677342,-6.93260152531304,-6.90958031567596
83,83,0.005083981882204714,0.005128631564347367,-6.918546712264762,-6.881542474292804
84,84,0.0051179762315197086,0.005122398565474309,-6.890891152028326,-6.886823811515681
85,85,0.005103300359176914,0.005125769634584063,-6.907083648190918,-6.883966643801988
86,86,0.0051024821106843725,0.005142045256338622,-6.903116515875927,-6.870198536930912
87,87,0.005123466267682535,0.005127834793376296,-6.8777709229756345,-6.882217235413651
88,88,0.005095475492518894,0.0051417676241774304,-6.902046604499254,-6.870433029948306
89,89,0.005107415451178539,0.005121435014236914,-6.901629540428643,-6.887640820076801
90,90,0.005105305323857315,0.00512741586977714,-6.896496669089942,-6.882572051133967
91,91,0.005114760859533376,0.0051420844944292,-6.89237763387263,-6.870165396769069
92,92,0.005141315583293278,0.005141532220142453,-6.877983277818639,-6.870631866265393
93,93,0.005122314432885536,0.005139481472341638,-6.882219256427502,-6.872364435625031
94,94,0.0051348282974789435,0.005149256168423514,-6.8767806490102155,-6.864112504249133
95,95,0.005123142993135243,0.00514366355185446,-6.89247995811605,-6.868831947945122
96,96,0.005112357668040954,0.005132029690828763,-6.894249222292391,-6.878665880675819
97,97,0.005091342321337806,0.005129479558060044,-6.903041443381336,-6.880824449333728
98,98,0.005126749174957423,0.005124889485734074,-6.881286187313188,-6.884712437385126
99,99,0.005099941251473021,0.005137918860112366,-6.900468041585017,-6.873685068959929
100,100,0.005092510588697551,0.0051201778513036275,-6.904142775858268,-6.88870701723674
101,101,0.0050957698192562635,0.005116979689582398,-6.9094244428472305,-6.891420551784594
102,102,0.005089200543450941,0.005114704125413769,-6.909211427000557,-6.893352325666227
103,103,0.005093676897399512,0.005105832052466117,-6.913593597918416,-6.900892230080165
104,104,0.0050751970860070175,0.005094886218246661,-6.9205460225500826,-6.910212587921054
105,105,0.005074154158343666,0.005107286802836154,-6.921930536072986,-6.89965501729242
106,106,0.0050821296208221275,0.005093820172509081,-6.919664813517445,-6.911121393740402
107,107,0.005069097576029215,0.0050877021429570094,-6.924507894125531,-6.916340705179409
108,108,0.005067396112093606,0.005082973940788131,-6.923117636061404,-6.920378651609493
109,109,0.005072661233854662,0.005091240482502862,-6.927384547816234,-6.9133213711320485
110,110,0.0050568315296520274,0.005095712276861856,-6.942450083685754,-6.909508502289055
111,111,0.0050464981360380185,0.005081990464149337,-6.941596056192944,-6.921219025390703
112,112,0.005066112696778835,0.005096429272701866,-6.935756348489725,-6.908897468119518
113,113,0.005056632970718993,0.005087285180036959,-6.94238969738302,-6.916696646056168
114,114,0.005078752861195004,0.005079007781061687,-6.926081431203351,-6.923768701735837
115,115,0.005071752181411097,0.0051026311948111185,-6.9331665346298905,-6.903615685763567
116,116,0.005072075134316056,0.005098566339400254,-6.932582237096638,-6.90707673896283
117,117,0.00505980081645023,0.00507970583183985,-6.940423085120368,-6.92317185529824
118,118,0.005059474935159855,0.005080636296617358,-6.936885193064479,-6.922376418068867
119,119,0.005053166012020455,0.005078994938613553,-6.939103584029765,-6.92377968303701
120,120,0.005051653481751066,0.005071709177603847,-6.948724650902277,-6.930014061086304
121,121,0.005053304471843636,0.005075987207850343,-6.9427854535820055,-6.926352293983773
122,122,0.005044378599478412,0.0050862618280868785,-6.945368103954758,-6.917570355306459
123,123,0.0050803284477634525,0.005076611953738488,-6.926752494302654,-6.925817802888759
124,124,0.005056777738572396,0.005099545061392219,-6.937787811263254,-6.906243146261146
125,125,0.00507283382617014,0.005080988900245805,-6.9364843719465705,-6.922075021772058
126,126,0.005095006321969721,0.005082032128580306,-6.920917167475706,-6.921183420132456
127,127,0.005044745626984183,0.005078598366756188,-6.943079077376653,-6.924118796770433
128,128,0.005058038696531475,0.005075118308396716,-6.944232942881183,-6.927095776037736
129,129,0.005034733986117176,0.0050797338940595325,-6.960353028650051,-6.923147863291817
130,130,0.005059319783539809,0.005082046490554747,-6.93992286170533,-6.92117114685815
131,131,0.005065637213398808,0.005075209136856229,-6.929622691049375,-6.927018051848087
132,132,0.005045173036837086,0.005087085239785283,-6.939858585591946,-6.916867335630935
133,133,0.005041575256120605,0.0050814288521283555,-6.945632050729604,-6.921698991816059
134,134,0.005064432230806842,0.005085671957778304,-6.9369790978862556,-6.918074049934704
135,135,0.0050687678206289555,0.005081540782396731,-6.9266197099005655,-6.921603329426691
136,136,0.005054427214811758,0.005075020225424515,-6.948685509038546,-6.927179709657862
137,137,0.005046026358745762,0.005068364553153515,-6.945861878799842,-6.932879034328242
138,138,0.005045666916238279,0.005074287764728069,-6.946063965463085,-6.9278065575957495
139,139,0.005032800363626369,0.005072155722269886,-6.955974584332889,-6.929631698177444
140,140,0.005078791007015509,0.005085685633515057,-6.924889280980104,-6.918062371460213
141,141,0.0050532173163728,0.005075664136950907,-6.9374568060796395,-6.92662871779734
142,142,0.0050423306259374644,0.005079952950932477,-6.9528899234786845,-6.922960583521073
143,143,0.005039023509076268,0.005075366628405295,-6.949459546839922,-6.926883285678576
144,144,0.005030657126347429,0.005070023459235304,-6.958292495222544,-6.931457795048653
145,145,0.005074034992259802,0.005062611087372429,-6.931426119527723,-6.937811824215085
146,146,0.00505286691825568,0.0050719894811903175,-6.939697116358891,-6.929774041533303
147,147,0.005067022973383518,0.005079867489832013,-6.933867091105185,-6.923033646395691
148,148,0.005068230869959003,0.005074632182521255,-6.928088729799181,-6.927511789782258
149,149,0.005055676065577367,0.0050773264497126405,-6.944725689894335,-6.92520660820331
150,150,0.005056131971980801,0.00508614112377951,-6.944240439584151,-6.917673420855244
151,151,0.005049862841278622,0.005065534557951124,-6.947835523794317,-6.935304658105794
152,152,0.0050679479975291744,0.005090448931839906,-6.934474113983148,-6.91399663448329
153,153,0.00505547563439792,0.005082505117905767,-6.93918341743609,-6.920779237139736
154,154,0.005066225564433742,0.00507451613482676,-6.934712517355887,-6.927611106240708
155,155,0.005044633282598146,0.005082547297015002,-6.95046326092382,-6.920743195703559
156,156,0.00507300085935396,0.005072117121400018,-6.932486799364261,-6.929664749624383
157,157,0.005071693877737547,0.005081193570635821,-6.929258857542344,-6.9219000845058565
158,158,0.0050535458380106795,0.005094672920868585,-6.936966437103758,-6.910394409083387
159,159,0.005066364590731478,0.005088130747409244,-6.930153009574333,-6.915974856898213
160,160,0.00505440077293165,0.005082231431611274,-6.94169988092593,-6.921013105370202
161,161,0.0050575666023975185,0.0050859281205033,-6.943288382353931,-6.91785530350916
162,162,0.0050633369378515125,0.005077228538299862,-6.935530017872597,-6.925290358572158
163,163,0.005061361756290972,0.005089803500787208,-6.941829283826902,-6.914547322488065
164,164,0.005060531453411911,0.005086445078057678,-6.928545612493293,-6.9174138886906995
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166,166,0.005067083389335072,0.005093140110961701,-6.92884867536414,-6.9117012467477785
167,167,0.005052675185821105,0.005097034534341411,-6.941770179114707,-6.90838172235253
168,168,0.0050632470748243254,0.0050898027165155665,-6.9376260611208975,-6.914547991678678
169,169,0.0050591152238169896,0.005089921068008009,-6.93386926896438,-6.914447007798991
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171,171,0.005076467678834175,0.0051016521787172866,-6.923579156257235,-6.904449024613511
172,172,0.005056371696331759,0.00510549030609821,-6.943399793015399,-6.901182924187425
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174,174,0.005068950955131927,0.005089985280248679,-6.928512311459593,-6.914392219432889
175,175,0.005072683100732639,0.005090733107767607,-6.931527817813677,-6.9137541949770664
176,176,0.005083854823882125,0.005096715874969959,-6.921463614786001,-6.908653245591998
177,177,0.005078530817571068,0.005082978352316116,-6.91796979099831,-6.9203748823565885
178,178,0.005069840445000793,0.00507974646691429,-6.929187001296774,-6.923137114077784
179,179,0.005062880709805747,0.0051002328186050844,-6.932873150950391,-6.905657468481879
