,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.01755231415334436,0.017366085691671623,-1.5342985885708456,-1.5996812989041063
1,1,0.017096005053710693,0.016951292557151693,-1.6558139560270497,-1.704672502801174
2,2,0.016700820517294185,0.01665230056172923,-1.7485817110995119,-1.78195828596312
3,3,0.016445194342240843,0.01643606177286098,-1.8138853185706214,-1.8387230474268814
4,4,0.016296908605037276,0.01628457294090798,-1.863553887477971,-1.878936957968392
5,5,0.016129594949102894,0.016166341932196366,-1.899757457050368,-1.910583093107142
6,6,0.01600759404413786,0.016080435071336597,-1.9275175096644377,-1.933722747583222
7,7,0.015957894005342244,0.016013387100476967,-1.9486011807394314,-1.9518686735956694
8,8,0.015886400711060185,0.01595370157768852,-1.967212629830473,-1.9680860549019137
9,9,0.015829588814648157,0.015904587448427553,-1.982571306099751,-1.9814766121927618
10,10,0.015829006296380895,0.015857838339319353,-1.9909223721819003,-1.994260833974821
11,11,0.01576083983995558,0.0158173857550872,-2.0042006090667237,-2.0053536323144305
12,12,0.01571757000746186,0.01579245415173079,-2.0130441183816106,-2.0122044484146593
13,13,0.015708400099778298,0.01576271015954645,-2.0192224220514565,-2.0203917963706304
14,14,0.01569148625448807,0.015744808963254878,-2.0257145261588008,-2.025326740042409
15,15,0.015640037873587042,0.015729060396552086,-2.032653334854375,-2.02967289533048
16,16,0.015609115755819167,0.015718993877894,-2.0376170046463775,-2.032453247727706
17,17,0.015627848435692565,0.015708865793912036,-2.037093780230438,-2.0352524018437186
18,18,0.015621114944674304,0.015705345590647898,-2.0408315395122205,-2.0362257223835707
19,19,0.01560347115371338,0.01569496070672023,-2.0437304077700755,-2.039098368214932
20,20,0.015641483977513828,0.015686897904072936,-2.0437004760342616,-2.041329995613978
21,21,0.015587938642225315,0.015645584287612063,-2.050225924520091,-2.0527828297333732
22,22,0.015527337242263494,0.015549948095883193,-2.0692335061587213,-2.0794112584125415
23,23,0.015428572317066881,0.015449983165844491,-2.09508697116983,-2.107420590185612
24,24,0.015349268125965423,0.015362684811024289,-2.1244384227372097,-2.1320294914659055
25,25,0.01526198922128407,0.015271688811480999,-2.1471589084798692,-2.1578300364307426
26,26,0.015134354957292989,0.015176093843030302,-2.1776299876552914,-2.185100661803418
27,27,0.01506438432741411,0.015081790079803844,-2.202137673467762,-2.2121717793383984
28,28,0.014972797959812522,0.015001573501841017,-2.228496113116652,-2.2353325536570625
29,29,0.014854975303961444,0.01490933144170987,-2.256106656601235,-2.262119001467274
30,30,0.014793492892046565,0.014824829897598216,-2.2797195351302193,-2.28680350673992
31,31,0.014692871456908197,0.014737509730222979,-2.304534301028793,-2.3124596473676013
32,32,0.014616151513128551,0.014657880620736825,-2.3299699189169933,-2.3359888926175616
33,33,0.014568797975164098,0.014575151971688396,-2.3530831159421965,-2.3605697783523234
34,34,0.014462929670266883,0.014493095149335108,-2.3757784060862823,-2.385089261528088
35,35,0.01437685578178192,0.014422201159361162,-2.4012555158791256,-2.40638520815117
36,36,0.014294956791569892,0.014342548325657845,-2.4236598649539105,-2.430437477115114
37,37,0.0142051215696427,0.014273160137236118,-2.448345531719132,-2.4514993120457076
38,38,0.014157769279842525,0.014197101228331266,-2.472912777340121,-2.4747039061985205
39,39,0.014113235008931652,0.01413250993937254,-2.4909190867540616,-2.494507700056072
40,40,0.014016002397408191,0.014056839293947345,-2.514209243436982,-2.517823898251768
41,41,0.01393099452762567,0.013991274233711394,-2.5367635008805496,-2.538128005836807
42,42,0.01386385340934869,0.013924456740680494,-2.553256611389676,-2.558918092946323
43,43,0.013806640381742384,0.013862070333408682,-2.574508973380763,-2.5784197153537085
44,44,0.013765102223560368,0.013799651623948625,-2.59224848379648,-2.5980194692212457
45,45,0.013681853238070748,0.013739517350730143,-2.6147093371806296,-2.6169859271879163
46,46,0.013631839977250886,0.013680753543188698,-2.634892621244119,-2.6356005036231744
47,47,0.013589008067993773,0.013624288435829314,-2.6462112810084633,-2.65356240203071
48,48,0.013499060060022418,0.013571514453934995,-2.669082046672722,-2.6704175601492937
49,49,0.013456040100415343,0.013516518091292758,-2.6895126493835546,-2.688052395457704
50,50,0.013404594887931323,0.013457272446861393,-2.7046889065399577,-2.707130246450176
51,51,0.013345641036009052,0.013414425089171058,-2.7221278646381872,-2.7209800501364527
52,52,0.013321450642626924,0.013361943885684013,-2.734526102067727,-2.7380042600174104
53,53,0.013283239082270061,0.013313849603659228,-2.749874262350835,-2.7536642282459924
54,54,0.013252093648710815,0.01326910867110679,-2.76639345759503,-2.7682831869556996
55,55,0.013153923589006527,0.013219006653679045,-2.784597756001403,-2.784712483931873
56,56,0.013145115965804489,0.013178856259113863,-2.797865046390398,-2.7979234838598432
57,57,0.013132832675557775,0.01313433894201329,-2.806982191117311,-2.8126185016744385
58,58,0.013040427329767611,0.013099661342015392,-2.8228940694833367,-2.8241000134022243
59,59,0.01300689056707719,0.013063819049612471,-2.8370935074079533,-2.8359991333313217
60,60,0.012991982435365928,0.01302568158624988,-2.851434455131812,-2.8486961196943543
61,61,0.012940353377885426,0.012985359436195148,-2.861241404479829,-2.862160941251939
62,62,0.012917469918113393,0.012951176662586238,-2.8700144208873835,-2.8736084209718724
63,63,0.012886601346592927,0.012924020570751867,-2.8811369648899277,-2.882724289776636
64,64,0.012831569361241208,0.012891438446546855,-2.898429660924986,-2.893686902724897
65,65,0.012808184965139198,0.01286128462341271,-2.907852094961825,-2.903857201954688
66,66,0.012761023721283245,0.012832285052067354,-2.915860872503015,-2.9136607125761333
67,67,0.012766387736059955,0.012797819254429717,-2.9265192126164887,-2.925340973079127
68,68,0.012745310658032132,0.012779774634461654,-2.9312656744445302,-2.9314687427312247
69,69,0.012697353815064602,0.012755930129634706,-2.943971462862623,-2.9395793783886215
70,70,0.012694923351182765,0.012724807044785274,-2.951009296402793,-2.9501886403100652
71,71,0.012647537610580012,0.012704377846890375,-2.960037429642823,-2.9571666774449734
72,72,0.012621053763348418,0.012681569413919198,-2.9664577257467677,-2.9649706637558855
73,73,0.012599861786998425,0.012660826409333631,-2.974290270947231,-2.9720801529330148
74,74,0.012617844953825794,0.012641725179396178,-2.979004758310118,-2.9786372468341376
75,75,0.012581848078551366,0.012623987699809828,-2.9837306497815903,-2.984735068660573
76,76,0.012578881451303196,0.012601684582860847,-2.9853452996633445,-2.99241464447965
77,77,0.01252245139714676,0.012589527343056704,-3.0010035833189095,-2.996606441672682
78,78,0.012517223182643197,0.012574706471672184,-3.0077472973249626,-3.001722133611432
79,79,0.012504736960087855,0.012555789202451706,-3.014184988072638,-3.0082605380213323
80,80,0.012455865932801334,0.01254043345780749,-3.019314206324556,-3.013575215123969
81,81,0.012459314457073654,0.012530774711386153,-3.0249520712928337,-3.016921476263128
82,82,0.012463031394272735,0.012518418511669887,-3.0257973803664955,-3.0212060292557346
83,83,0.012445773814142365,0.012503719006321933,-3.02705581407843,-3.0263086427228023
84,84,0.012420642928978832,0.012489068910087409,-3.035319473647824,-3.0314000768629197
85,85,0.012411717027809816,0.012489481338937031,-3.039608780843534,-3.0312566613549747
86,86,0.012424638917304805,0.012473539792393384,-3.0375899341414208,-3.0368035273385745
87,87,0.012387507451102906,0.012466623545869401,-3.0472285962155516,-3.0392122427403994
88,88,0.012397118527250192,0.012465073727071285,-3.0468816826843064,-3.0397521801104634
89,89,0.012397194722878565,0.01245496328920126,-3.0472785980377273,-3.0432761777791923
90,90,0.012377588203196059,0.012447283456200048,-3.050478639063403,-3.0459548992891072
91,91,0.012410005544955582,0.012436244244638243,-3.052275417912541,-3.0498082668968007
92,92,0.012356133997133098,0.012433324989519622,-3.0548121401659123,-3.050827839357563
93,93,0.012374880666047642,0.012425723044495834,-3.0567341815255737,-3.0534840013103115
94,94,0.012347726496992652,0.012419254715113263,-3.0618741619554664,-3.055745351550696
95,95,0.012386826644699598,0.012420544792947016,-3.0563096544617876,-3.055294241883127
96,96,0.012334486613645381,0.012416362713434194,-3.0669354123922417,-3.0567567863420115
97,97,0.012358317727741507,0.012411002755949372,-3.067232188721223,-3.0586319752322138
98,98,0.012350700344391091,0.012407068800377218,-3.066452359262807,-3.0600087906769358
99,99,0.012334581454927773,0.012402692956751898,-3.068606587609763,-3.0615407721433097
100,100,0.012345518244756866,0.012399771250784397,-3.0678925392259107,-3.0625639614318265
101,101,0.01231536436249915,0.012403491345283232,-3.0719244476270706,-3.061261216263638
102,102,0.01231348977337793,0.012396035225767838,-3.073442791512572,-3.0638726787447776
103,103,0.012350529393891698,0.01239004662554515,-3.067655986159221,-3.0659712888415642
104,104,0.012352726518262908,0.012390435967398318,-3.065337465226981,-3.065834819329492
105,105,0.012337969481637798,0.012394413793165433,-3.0690803576062793,-3.0644407840118255
106,106,0.012303022600556771,0.01239306009129474,-3.074518542320206,-3.064915140742091
107,107,0.01232737779962955,0.012389029327191804,-3.0702801396179606,-3.066327885723868
108,108,0.012334074969067401,0.012388890609145164,-3.0698320651274624,-3.066376513278038
109,109,0.012345606125123108,0.012384506432633651,-3.0711835587663145,-3.067913665153743
110,110,0.012312015537748631,0.01238279544601315,-3.0739664606806585,-3.0685137079462255
111,111,0.012333065991472337,0.012384708725700253,-3.073179322772322,-3.067842726480884
112,112,0.012285888118227733,0.012386241927742958,-3.0728205176648378,-3.0673051119202195
113,113,0.012316882994371591,0.012385774256759569,-3.0798452268076772,-3.0674690928622175
114,114,0.012315783083208442,0.012385283792881589,-3.0733864180304513,-3.0676410724000958
115,115,0.012307346788878293,0.012377680083246608,-3.0724217351642062,-3.070308159633087
116,116,0.012341263569584213,0.012382151804080135,-3.0730162627280273,-3.0687394545525635
117,117,0.012314982481838502,0.01237948361392084,-3.0725187770820774,-3.0696754026414306
118,118,0.012322031374367857,0.012380831041618398,-3.070502990892092,-3.069202726568827
119,119,0.012307934933486059,0.012384285366064623,-3.0764489094423735,-3.067991188508006
