,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.027750563586956448,0.02759563903275289,-2.560777363877236,-2.5899977806026957
1,1,0.02743430886916893,0.027306270834646727,-2.613120589017557,-2.6357784012395458
2,2,0.027190471336860016,0.02705970808471504,-2.653570913875897,-2.675171263480336
3,3,0.02688404552868961,0.026785527208918018,-2.6953247674170804,-2.7194003470461436
4,4,0.026557994756809214,0.026509604759906467,-2.7430352329140635,-2.764369807964303
5,5,0.026336220064267668,0.026252680605179386,-2.785922311230586,-2.806665786551696
6,6,0.02608936984744883,0.026018758255400155,-2.824152978655285,-2.845536675171705
7,7,0.02584322914481163,0.02582148207645667,-2.8627295414698795,-2.8785906768333547
8,8,0.025667732696711403,0.02563895040044659,-2.8916341041732223,-2.9093999134853505
9,9,0.025491757587212876,0.025498690475758753,-2.9249077504475025,-2.933223563943801
10,10,0.0253743797771095,0.025373049962677453,-2.944148286984245,-2.9546755889807286
11,11,0.02523493486427769,0.025281818387539762,-2.963974743891615,-2.970319263039638
12,12,0.02516816055267742,0.025227677175088933,-2.978366728603773,-2.9796296861806315
13,13,0.0251332378955846,0.02519037407871924,-2.984109655670159,-2.9860561669606414
14,14,0.025129621675641266,0.025155272726949892,-2.9871052338088737,-2.992112033482604
15,15,0.025089005622820754,0.02514746687129924,-2.9959501630469214,-2.993459888525848
16,16,0.025063242148799996,0.02512950391361588,-2.9952027249655675,-2.996563183577515
17,17,0.025097002784155078,0.0250994053326155,-2.99561220923839,-3.0017680145811387
18,18,0.025016586977950075,0.024984000054629224,-3.013023870790805,-3.0217826137205455
19,19,0.02479029133839091,0.024720511448226477,-3.047476479474195,-3.06782781817778
20,20,0.024575983202949014,0.02445750732563044,-3.0904021724867414,-3.11428041264159
21,21,0.024283328909695763,0.024198551613249276,-3.1382000903918956,-3.1605086116660663
22,22,0.024013425501965984,0.023971380273762503,-3.182161139069949,-3.2014719208336615
23,23,0.02382351974620647,0.02373342872842362,-3.221962632619146,-3.244797490025422
24,24,0.023588776012364122,0.02353705191298535,-3.266061500144856,-3.2808816832876526
25,25,0.023423616111893013,0.02331949917501525,-3.2986532232418275,-3.321210145521567
26,26,0.023197584948742512,0.023118236641350546,-3.3406268597880167,-3.358855286282319
27,27,0.022975658056969495,0.022936017301521804,-3.378364284848332,-3.393222260001943
28,28,0.02279997858958146,0.02275247420919569,-3.4126359816042835,-3.4281160279359564
29,29,0.02264750370582969,0.022576261311769485,-3.444158385745543,-3.4618821030846956
30,30,0.02240223850402021,0.022410518440761064,-3.4824073222558027,-3.493883300048525
31,31,0.022241496202564732,0.02224984343506788,-3.5071964295803966,-3.5251327420552654
32,32,0.02209394254251239,0.02211033562688451,-3.543391734886419,-3.5524489848216585
33,33,0.021973650748889472,0.021959541169436353,-3.5677222709324963,-3.5821697197630753
34,34,0.02178587340125718,0.021826069802045822,-3.600526680271199,-3.608646937554977
35,35,0.0217305599260576,0.02168654013229044,-3.622277750749542,-3.6364996328666837
36,36,0.021593258437729374,0.021565771318579976,-3.6490869946134645,-3.6607523786394673
37,37,0.021465252566429758,0.02144790274140082,-3.6742555486624884,-3.6845540193530253
38,38,0.02135701145323896,0.021322774259667648,-3.6982628426377873,-3.709965244049565
39,39,0.021277851607535304,0.021202238668736658,-3.7163690374671554,-3.734585145891363
40,40,0.021119852828764423,0.02110343387252406,-3.7459237925263684,-3.754871057081184
41,41,0.02092441405678533,0.021003211505318944,-3.7706553602614172,-3.775545277431496
42,42,0.020915113754340055,0.02090635748678132,-3.7879679236657484,-3.795618612327072
43,43,0.02082367055118084,0.02081790193915367,-3.803315214388867,-3.8140327504372245
44,44,0.020747098150019794,0.02072289684101155,-3.8213226369755473,-3.8338976846825537
45,45,0.02062313185678315,0.020642743789051708,-3.8447567400264133,-3.850728112646127
46,46,0.020561031152292627,0.020564650332457142,-3.8619267451090185,-3.8671890408837717
47,47,0.020441524434796313,0.020487946899313676,-3.879517516769914,-3.8834179368695914
48,48,0.020408876144240813,0.020416259667591044,-3.8936109661637697,-3.898640528210835
49,49,0.02031675334443751,0.020352570830207122,-3.9098264615378806,-3.9122095871206426
50,50,0.020287360861590227,0.020282627328446035,-3.918244331262684,-3.9271602251068756
51,51,0.0201764280917411,0.02021985481444158,-3.935061304434424,-3.9406220066238222
52,52,0.02012075117030709,0.02015736581463563,-3.9474676889549793,-3.9540645611333685
53,53,0.020088689939416562,0.02010652364084595,-3.9593670555953615,-3.9650324470276566
54,54,0.020039756983979463,0.020056261337901417,-3.97076312871969,-3.9759025359539413
55,55,0.020018569721849924,0.020005235644547564,-3.980478593816727,-3.986965621815091
56,56,0.019932077506307475,0.01996233588770816,-3.992585280005096,-3.9962887475948756
57,57,0.019896783529944027,0.019924816920569067,-4.002240781182852,-4.004458939776384
58,58,0.01984111793800113,0.019876204627124888,-4.013051894086995,-4.0150677435068785
59,59,0.019855311121215524,0.019841818335024936,-4.020377308844887,-4.022587644815923
60,60,0.019736128043114524,0.019802743569016457,-4.03556918753106,-4.031148698306911
61,61,0.019764884768687572,0.019776917111716773,-4.036242927869492,-4.0368164020170205
62,62,0.019642361449365764,0.019750094041228294,-4.048447414153124,-4.042710656578242
63,63,0.019700827422676627,0.01971365570237762,-4.043303230423481,-4.050730661819804
64,64,0.019644179352626356,0.019693008673034217,-4.0572360668262135,-4.055281613733238
65,65,0.019641678031418742,0.019658729139911502,-4.057939232365965,-4.06284794582959
66,66,0.019586948389859544,0.019637110299969975,-4.0637784277644355,-4.067626540191151
67,67,0.019601364975276682,0.019618893238274676,-4.069275359418352,-4.0716572968783264
68,68,0.01958139403963212,0.01960267087346629,-4.072258833796775,-4.075249853208503
69,69,0.019560327619006952,0.019589027193816083,-4.0767143446491545,-4.078273644121638
70,70,0.01953321388087322,0.019573139614964787,-4.080344168423972,-4.081797396133698
71,71,0.019568713093848573,0.019567132584358517,-4.082780951578062,-4.083130458025616
72,72,0.019506095783765783,0.019553741832312784,-4.082248635008876,-4.086103566390823
73,73,0.019499611666368453,0.01953889968755998,-4.090075670276602,-4.0894013030619
74,74,0.01947128555747037,0.019526430846829163,-4.091881148956155,-4.092173658413787
75,75,0.01949456447408986,0.019517189087836367,-4.096910576943441,-4.094229638374317
76,76,0.019457784222112487,0.019517698668335613,-4.0976855549996705,-4.094116248526598
77,77,0.019436536299199173,0.01950279142903654,-4.100602271425952,-4.097434572856616
78,78,0.019471221190598822,0.01949015622468371,-4.093964238650566,-4.1002491329503785
79,79,0.019471018949581177,0.019480350574380474,-4.094361935844285,-4.102434652338154
80,80,0.01942684032867864,0.0194735494687369,-4.104250251823968,-4.103951153986815
81,81,0.019488721356256723,0.019478166279824155,-4.099935204295956,-4.102921645761032
82,82,0.019433711127368445,0.019475123894057776,-4.105067407197671,-4.103600043579007
83,83,0.01944223655022911,0.019474453635905917,-4.102600348459033,-4.1037495134502056
84,84,0.019451064700932847,0.019464928362714618,-4.10154193063997,-4.105874238320395
85,85,0.019385912350004482,0.019473705734861523,-4.11010071741111,-4.103916304026129
86,86,0.019471865262567382,0.01947382484611712,-4.101820318595231,-4.10388974041079
87,87,0.01939740970961212,0.019467502538310855,-4.111928202385048,-4.105299935492316
88,88,0.01940325622629259,0.019460377332411315,-4.1060614235659765,-4.106889766559113
89,89,0.01938248419961364,0.019461673929503088,-4.108782507888602,-4.106600416463647
90,90,0.019402598136479092,0.019457488565852766,-4.108712686904599,-4.10753449635055
91,91,0.019371214735600138,0.019462935822574717,-4.108044262041361,-4.1063188294669155
92,92,0.019397239306384755,0.019458517334178874,-4.111955108715372,-4.10730487956591
93,93,0.019411635172274923,0.019460060290600125,-4.103266097114762,-4.106960520906979
94,94,0.019407335073523914,0.019447781537708483,-4.1080627012418445,-4.109701662307758
95,95,0.019502212130224583,0.019461265520045633,-4.101646440485437,-4.106691555507227
96,96,0.019399237194933843,0.019460266554041913,-4.107951001269464,-4.10691448888112
97,97,0.019411321076535686,0.0194551879049916,-4.109394192064017,-4.108048038161866
98,98,0.019387217910633872,0.019453247813017743,-4.111737613739667,-4.108481142820935
99,99,0.01941338321674116,0.019454715479361385,-4.112293035296339,-4.108153498122687
100,100,0.019434641278588894,0.019453777882613633,-4.109470333135149,-4.108362806198478
101,101,0.019408189144331154,0.01946158275792473,-4.113463319817731,-4.106620761787629
102,102,0.01941489343790664,0.019462148707948233,-4.108878394746297,-4.106494469182578
103,103,0.019425204426971907,0.019462793379237776,-4.108455997830822,-4.1063506142819906
104,104,0.019405482836144485,0.01944862276707825,-4.10903680120437,-4.109513808813384
105,105,0.019422051141557005,0.019453612401297216,-4.10370182755664,-4.108399749114492
106,106,0.01937452358068879,0.019451486142842395,-4.10744135949548,-4.108874454152908
107,107,0.019406516565797255,0.01944657846500999,-4.106947369889429,-4.109970332538822
108,108,0.01942860736444439,0.019452064837280073,-4.103262641879055,-4.108745250625374
109,109,0.019426980545533074,0.01945574709067219,-4.108451554811723,-4.1079232139932955
110,110,0.01941603243581413,0.019453141740278193,-4.107645130740014,-4.108504823664106
111,111,0.019442110543244892,0.019444974335400683,-4.107737664526312,-4.110328592668753
112,112,0.019397674570071327,0.019448383760295417,-4.111778203491607,-4.109567180183672
113,113,0.019407948363841195,0.019453779745258783,-4.108844301719006,-4.108362390373605
114,114,0.0194383683547224,0.019453296633927447,-4.108813445315502,-4.108470243548339
115,115,0.01943153457850525,0.01944927263416742,-4.107621151291981,-4.1093686936661955
116,116,0.019411226792126587,0.019460954066169888,-4.108466752660052,-4.106761059611075
117,117,0.01941028984321147,0.01945299037585133,-4.115238397519905,-4.108538616144504
118,118,0.019387776780988752,0.019455968059207265,-4.108922818750958,-4.10787388930273
119,119,0.01940160743969003,0.019455349170847944,-4.107327782556165,-4.108012039238802
