,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.014925779726778724,0.014920155664807871,-5.247990069912998,-5.270237343487915
1,1,0.014736905857229355,0.014764530241097274,-5.3083048701020985,-5.315774548899768
2,2,0.014577604571030927,0.014639126921170637,-5.346372768672687,-5.352819124523428
3,3,0.014478521431152969,0.01453882593073343,-5.380846845127727,-5.382677516905908
4,4,0.014367834338438265,0.014425046496877545,-5.41274531677985,-5.416798668753531
5,5,0.014263541380077908,0.01429179065713757,-5.452345557151931,-5.457104424542944
6,6,0.014135643455785574,0.01419198527736099,-5.489760218527614,-5.487539366309429
7,7,0.013998957638888015,0.014100283482357076,-5.522827352654101,-5.5156924447023865
8,8,0.013916041682829563,0.014044148259257016,-5.54721050657046,-5.533016830701776
9,9,0.013911157212767405,0.013991784990618103,-5.556042278927976,-5.549239657931975
10,10,0.013876386025210017,0.013960182617761586,-5.5689260203042235,-5.559059891116841
11,11,0.013827993841745803,0.013931907811447194,-5.584377536305496,-5.567864965513605
12,12,0.013813236526684048,0.013911767666669269,-5.591383830145833,-5.574147724608474
13,13,0.013762922439071321,0.013878104571056994,-5.6032371028125905,-5.5846693302451555
14,14,0.013721997494396475,0.013837606695137526,-5.610089340347222,-5.597361060498034
15,15,0.013759458764004954,0.013822102429051148,-5.60539952748997,-5.60222981590125
16,16,0.013706044898819677,0.01379923698933501,-5.622916724107467,-5.609420152628195
17,17,0.013689483208677819,0.01376401177166324,-5.6297984539561785,-5.62052053206444
18,18,0.013670133849241069,0.013754410767241529,-5.634793326523743,-5.623550984412765
19,19,0.013646286633825794,0.013730585869205626,-5.643893205062551,-5.631080200790228
20,20,0.013627235278410395,0.013704166257459866,-5.653894430315203,-5.639444697826007
21,21,0.013561012261767978,0.013668041039062174,-5.662010911776189,-5.6509081446330605
22,22,0.013574849449328541,0.01365956502329362,-5.6599874434504756,-5.653602187416354
23,23,0.013518995672617991,0.01362028899357507,-5.678465851262773,-5.666107661055012
24,24,0.013473502369885593,0.013605632672184393,-5.688882724178834,-5.670783469791971
25,25,0.013487061687274692,0.013583272156354628,-5.693786760310189,-5.677926862207386
26,26,0.013417857094216593,0.013570491175510381,-5.708484831389384,-5.682015216220082
27,27,0.013433688752276381,0.013542994464698591,-5.708422093904543,-5.690823876256193
28,28,0.013406486874542286,0.013509435383112807,-5.7148869463487015,-5.701598902018123
29,29,0.01336752240229206,0.013481068375863527,-5.726414161539912,-5.710727771462414
30,30,0.013351900848684851,0.013457688699035268,-5.730299526548302,-5.718266105288492
31,31,0.01335270614507272,0.013431683525835214,-5.739540108298965,-5.726666380793919
32,32,0.013313919478624137,0.013408136210943522,-5.746405605806225,-5.7342867535424515
33,33,0.013296948179372192,0.013385710061380738,-5.75525434709709,-5.741556747690223
34,34,0.0133080625445726,0.01337435777838293,-5.756388132739252,-5.745241517241805
35,35,0.013207160397288725,0.013319035943009351,-5.778200242639452,-5.763242976690021
36,36,0.013213304917990547,0.013296442792603844,-5.780282370387447,-5.7706161921066625
37,37,0.013194510319567834,0.013281028913824182,-5.7928334282623535,-5.775653663934843
38,38,0.013187732662736755,0.013247220188771424,-5.793498104271981,-5.786723335833038
39,39,0.01310811405905436,0.013211437451996301,-5.8191153655560335,-5.7984701559583485
40,40,0.013077306570773273,0.013187918566951626,-5.8170042567229885,-5.806208317972866
41,41,0.013070584188417061,0.013181818404087895,-5.822511634074779,-5.808217641858498
42,42,0.013030753979824254,0.013137152810630045,-5.8336751011691135,-5.822958369552023
43,43,0.013008415238144472,0.013108203481686743,-5.848299737151396,-5.832539141688409
44,44,0.012969116968361987,0.013070976704751191,-5.8616495208647645,-5.844890479342444
45,45,0.01297021255895649,0.013047531296155955,-5.864366385142916,-5.852687413465492
46,46,0.012916601781454897,0.013007704658727897,-5.876006702625554,-5.865964209245467
47,47,0.012870284402262918,0.012999521323332661,-5.886165528771592,-5.868697278528179
48,48,0.012857382953858253,0.0129420871503259,-5.894019233247918,-5.887927686072038
49,49,0.012858281776155393,0.012937278633839205,-5.896438330853955,-5.8895415681259955
50,50,0.012787866300528812,0.012915212562993952,-5.918421652011293,-5.896955302500463
51,51,0.012805901141357176,0.012872256681715188,-5.918381356778822,-5.911423972754686
52,52,0.012798347654416389,0.01284405275395042,-5.928725426855421,-5.920950079242038
53,53,0.012757960495721433,0.01282040652279791,-5.936652820701641,-5.928952921228719
54,54,0.012700522596919044,0.012777762389496752,-5.958713523947832,-5.943422806925868
55,55,0.012666738083221248,0.012765907290342608,-5.961671410796533,-5.947454024506788
56,56,0.012622052054737033,0.012719978872490557,-5.977455561638198,-5.963106986229247
57,57,0.012569396967817214,0.012681194385023494,-5.989078023082859,-5.976369288572014
58,58,0.012548881650124629,0.012666705946781133,-6.001400864951879,-5.981333999165736
59,59,0.012507028426475747,0.012641056195685738,-6.014348157511142,-5.9901372660167755
60,60,0.012532916880145515,0.012599434115384755,-6.009148081436166,-6.00446048712858
61,61,0.012486037250953852,0.012579692919787607,-6.025722794203605,-6.011270488173299
62,62,0.012484808029971787,0.012542707649500747,-6.033809661553534,-6.0240578890886844
63,63,0.012390913297758275,0.01249488943109387,-6.052397388916987,-6.04064671234641
64,64,0.012372185725757141,0.012487533306212802,-6.06297789996248,-6.043204290184205
65,65,0.012334554273750364,0.012453821879860601,-6.075557053760186,-6.054944386300321
66,66,0.01233828096583332,0.012417968999790517,-6.081835649062603,-6.0674651724673945
67,67,0.012311544394139777,0.012376715282076284,-6.0913100604601205,-6.081916881785419
68,68,0.012221600130661247,0.012298400023658024,-6.11855872043376,-6.109484735766085
69,69,0.012157285125138834,0.012202114847145583,-6.144121422357697,-6.14361980300415
70,70,0.012032598775533056,0.012175965024844596,-6.17901981651563,-6.15293696657366
71,71,0.012041904493091032,0.012149123622006491,-6.171242461736494,-6.162521373882143
72,72,0.012008712588588601,0.012126977457419821,-6.188268195600408,-6.170445183156076
73,73,0.012070444614156005,0.012113325395866445,-6.1847626917696585,-6.17533704912161
74,74,0.011959435946317678,0.012094455477046339,-6.2012937696563775,-6.182107684827861
75,75,0.011981020796775203,0.012072966188976639,-6.204139442527339,-6.189831042178343
76,76,0.011937192727610008,0.012054169550538063,-6.216181964230243,-6.196597927474543
77,77,0.011919151453934993,0.012043530366530544,-6.2213684387129256,-6.200432765838817
78,78,0.011950970598563706,0.012025301442726663,-6.221144077109383,-6.207011167811532
79,79,0.011907127858667644,0.012025071308016777,-6.228580770811838,-6.207094281895157
80,80,0.011960922202729072,0.012010054466755767,-6.219694112197028,-6.212521116108544
81,81,0.011922492079206348,0.011983893517600862,-6.229821361684657,-6.221991471190491
82,82,0.011910696648368515,0.011986319563890757,-6.2346794822424565,-6.221112364678955
83,83,0.01192504401827596,0.011971644910150453,-6.233606519562498,-6.226432617947698
84,84,0.011864321335151638,0.01196676737775928,-6.247775297971707,-6.228202397335426
85,85,0.011890284141007158,0.011955572096140761,-6.244064149788184,-6.232267258458667
86,86,0.011866692021565954,0.011950237676501274,-6.255161406331732,-6.234205455971381
87,87,0.011837010387062412,0.011946955009510643,-6.2559499893352015,-6.2353986037922615
88,88,0.011831563033317168,0.011935059079214147,-6.258475159849027,-6.239725154553821
89,89,0.011852001617710614,0.011921465151796215,-6.256266476891607,-6.244674549735456
90,90,0.011827385965158645,0.01191988660904922,-6.264865838468097,-6.245249644983701
91,91,0.011844315249280831,0.011922209621652177,-6.256326814800044,-6.244403350640884
92,92,0.011778810675995252,0.011923571803459996,-6.2767499606678285,-6.243907172274923
93,93,0.0118243821618176,0.011910520493984222,-6.2636976488420935,-6.2486634786471065
94,94,0.011828734741075752,0.011893390138682566,-6.266527820667916,-6.254914233138377
95,95,0.011783667974481262,0.01188695494477686,-6.273115026135756,-6.257264719863139
96,96,0.01177614824558349,0.011898062240920569,-6.278049284970159,-6.253208521175475
97,97,0.011750838287251512,0.011889363344954816,-6.278063253418125,-6.256384890700076
98,98,0.011800133018303164,0.011896359440135328,-6.275414701551123,-6.253830109710793
99,99,0.011790219627167146,0.011892837815378842,-6.275076539530211,-6.255115922085058
100,100,0.011792803365621985,0.011902325296480405,-6.275984153712607,-6.251652730100583
101,101,0.01175901373445066,0.011881802917311066,-6.2857873818405,-6.2591474409939885
102,102,0.011793547444352783,0.011881747822228231,-6.277064873416015,-6.259167578969763
103,103,0.011756183915608322,0.011875953133168974,-6.284028695397406,-6.261286135422183
104,104,0.01173867809480613,0.011876022100056472,-6.285929938187977,-6.261260914834521
105,105,0.011753228512237366,0.01188368026755358,-6.2793768710315545,-6.258461300639696
106,106,0.011778442198698669,0.011872220882459691,-6.2794816598221646,-6.262651205343264
107,107,0.011765602044761181,0.0118583634887871,-6.276920389416389,-6.26772330150025
108,108,0.011789031221156883,0.01188309196578829,-6.273400488808463,-6.2586763035083255
109,109,0.011726534205306437,0.011864510904017248,-6.286983619368327,-6.265472487768343
110,110,0.011777466374267008,0.011867363692114228,-6.28139036073697,-6.264428364490592
111,111,0.011769637580692154,0.011872096820489356,-6.285420478465813,-6.262696588352204
112,112,0.011722990743739089,0.01186389299599748,-6.291949458832483,-6.265698675795571
113,113,0.011773432153709157,0.011859237314446977,-6.283268484196621,-6.267403287966377
114,114,0.011765489805989043,0.011874950883027754,-6.281356560868804,-6.261652666065211
115,115,0.011736650999213002,0.011852633649189221,-6.289170101042529,-6.269822275030133
116,116,0.011722979107007538,0.011860630965154422,-6.294580530845061,-6.266892952238113
117,117,0.0117885201938988,0.011863246511079763,-6.283679715593254,-6.265935337136382
118,118,0.011764316992430957,0.011859243735671043,-6.284651116731464,-6.267400936464885
119,119,0.011779490522272194,0.011856280218221639,-6.275989889788226,-6.268486334607047
120,120,0.011774573695951515,0.011859767580110776,-6.283764321306554,-6.267209104902801
121,121,0.011778301674603801,0.01185861935741023,-6.2822398514135145,-6.267629594529306
122,122,0.011764005604248071,0.011855741276552803,-6.2875429658520785,-6.268683752944355
123,123,0.011760720003818729,0.011859430784457609,-6.287145200226087,-6.267332438323654
124,124,0.011749578649466186,0.011859278047555372,-6.287775535939155,-6.267388371211313
125,125,0.011778035556379053,0.011855143906646654,-6.281465217925877,-6.268902584465781
126,126,0.011757274148697705,0.011854928869165872,-6.282849410228669,-6.268981360766631
127,127,0.01174714443149026,0.011852760211025415,-6.291138014375106,-6.269775901527628
128,128,0.01175456800373252,0.011866525011627297,-6.286539342864702,-6.264735296331599
129,129,0.011772015132009983,0.011865794560626933,-6.281009201140945,-6.265002637109557
130,130,0.01173751730203014,0.011857459615719946,-6.28851860258856,-6.268054343846
131,131,0.011716468077268182,0.011855255518304674,-6.296792481520278,-6.268861697489289
132,132,0.011761377853600635,0.011862778055824731,-6.286880051761976,-6.266106834499315
133,133,0.01173608558079631,0.011856034986282649,-6.287392225815673,-6.268576163775541
134,134,0.01175481143417125,0.011854882646155985,-6.287000488547373,-6.268998294176766
135,135,0.01173434592783451,0.011858363341736166,-6.2926469817338635,-6.267723355355413
136,136,0.011770488204645742,0.011860166137155733,-6.284006969065681,-6.267063159195341
137,137,0.011726901492046327,0.011852138675749302,-6.294370383998439,-6.270003642925788
138,138,0.011781753866558838,0.011859334466096601,-6.279987022633779,-6.267367710423403
139,139,0.01176614429532867,0.011860149765485212,-6.291075052978997,-6.267069154162858
