,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.016155351519815085,0.016122682902373765,-4.904196228970806,-4.933597761323051
1,1,0.015878638694274055,0.015858093423670845,-4.984235293651668,-5.0054611653416625
2,2,0.015599845130879855,0.015611767278690087,-5.052031554695747,-5.073450198640447
3,3,0.015391967096125957,0.015413474879766765,-5.11514771528513,-5.1289652962164025
4,4,0.015200522094580931,0.015229868457505577,-5.168073386238871,-5.18100936295272
5,5,0.015056577751163355,0.015078426093647354,-5.217356509508571,-5.224410769269875
6,6,0.014917319611713444,0.01498225135238547,-5.25600809428454,-5.252200097714281
7,7,0.014773572094200813,0.014868583138051786,-5.288929187774105,-5.285275030255303
8,8,0.014684184185546083,0.014821002553952368,-5.313869483044961,-5.29919506472474
9,9,0.014678102130665607,0.014770292676985264,-5.3229758137683945,-5.314079875363264
10,10,0.01465964334604052,0.014748963625415376,-5.3304557044684175,-5.3203558403931055
11,11,0.014633424484084561,0.014742490982538775,-5.338509603632716,-5.322262177782794
12,12,0.014646802385596885,0.014768013828679136,-5.336910092920352,-5.314749982328414
13,13,0.014634606313229222,0.01477193749068599,-5.3365332876356835,-5.313596273745737
14,14,0.014628023033980857,0.014771127681198874,-5.332406341967068,-5.313834363997842
15,15,0.014708255062398222,0.01478521481744553,-5.31580151212415,-5.309694497232331
16,16,0.014690941218862828,0.014811860544509009,-5.321542015241228,-5.3018747412497715
17,17,0.014712794923905245,0.014817915268634496,-5.316717172527414,-5.300099815019935
18,18,0.014738017923592292,0.014854029262144314,-5.308130192229745,-5.289528134536293
19,19,0.014752682039187741,0.014859331134510668,-5.3053282742131325,-5.28797827689235
20,20,0.014773580716135576,0.014880680724194175,-5.303114279441253,-5.281742899026831
21,21,0.014747319848651123,0.014886285962634966,-5.297801002420317,-5.280107311377629
22,22,0.014807646566061015,0.014913182313504973,-5.282477261476506,-5.272267614487815
23,23,0.014790899926777352,0.014925687720901087,-5.287964154559191,-5.268627376276518
24,24,0.01479643658187586,0.014951974300569609,-5.2821163843242624,-5.26098546678873
25,25,0.014849083363702617,0.014976217068339648,-5.275963745083324,-5.2539496239330274
26,26,0.014825759321143947,0.015005536279396006,-5.275146997055888,-5.24545567397171
27,27,0.014892176177698313,0.0150169717932218,-5.260793258417806,-5.242147235662401
28,28,0.014902081330950112,0.015046945135844382,-5.255567526522855,-5.233487511349778
29,29,0.01491369351206981,0.015064773394873268,-5.251071229910758,-5.22834485207909
30,30,0.014948118814103996,0.015072335145975413,-5.239865101125176,-5.2261654612847455
31,31,0.014982586860963978,0.015101864002645016,-5.239364981748636,-5.217665336035884
32,32,0.014988459205043684,0.01511632651090622,-5.2318949642014045,-5.2135082452868
33,33,0.015014566692341235,0.015144096540385172,-5.227646075987012,-5.205537190863529
34,34,0.015067411452224575,0.015170029560594182,-5.217149986543557,-5.198106615239605
35,35,0.015003087786362343,0.015159083138170996,-5.224488260952516,-5.201241537852484
36,36,0.015057088058326663,0.015172598442356838,-5.212987038863796,-5.197371246387085
37,37,0.015086089721736834,0.01520928715992915,-5.210999336808526,-5.186882288892133
38,38,0.015116616421062308,0.01521157929183621,-5.200653519741898,-5.186227830057114
39,39,0.01509042915686504,0.015213156364073879,-5.207501573997428,-5.185777595235854
40,40,0.015071791731128372,0.01521876527878799,-5.20053846465469,-5.1841766968332
41,41,0.01511122833591761,0.015256535359903386,-5.192463942013789,-5.173411686569569
42,42,0.015092833620524899,0.015252181917036834,-5.19566270992807,-5.174651120014047
43,43,0.015129564291576749,0.015253387734686074,-5.1922794400120065,-5.174307786021272
44,44,0.015115353768480192,0.015245816572324225,-5.196570431439305,-5.176463982668102
45,45,0.015143042305465211,0.015254431208105464,-5.191705963297917,-5.174010698412958
46,46,0.015133307277004128,0.015241457443488272,-5.1881509038177045,-5.177705907814495
47,47,0.015117683159859525,0.015277205525260223,-5.187194576990843,-5.1675316732691545
48,48,0.015131088520985903,0.0152475359408479,-5.186843307526072,-5.175974228540437
49,49,0.015155533491873863,0.015270342952326724,-5.182555431082556,-5.1694829772233835
50,50,0.015107949129929863,0.01527916184185367,-5.194347383543317,-5.166975574769392
51,51,0.015158319749782994,0.015273277402708405,-5.185972166848049,-5.168648488320437
52,52,0.01520831421132862,0.015271004828575411,-5.1794536916769465,-5.1692947411280965
53,53,0.015183418537922128,0.015274032166129664,-5.180769713984356,-5.1684338772180585
54,54,0.015162060795755116,0.015277638492223463,-5.189347102144167,-5.1674085928417846
55,55,0.01514869226507612,0.015278802596424756,-5.184567882914828,-5.16707768779315
56,56,0.015135232916044206,0.0152702026657368,-5.188864143844727,-5.169522875457455
57,57,0.015104769037786833,0.015257222724980429,-5.191081556839936,-5.173216024757457
58,58,0.015128636675089905,0.015273675469583586,-5.18945316821156,-5.168535299782089
59,59,0.015116659674755078,0.015292716800774398,-5.191331168779242,-5.163124424948821
60,60,0.015162908760158671,0.015271792335337714,-5.181844458286077,-5.169070786629385
61,61,0.015151988004439884,0.015283501412915556,-5.185272878594612,-5.16574227139988
62,62,0.015186488743602615,0.015274518267496637,-5.18305462480563,-5.168295663693461
63,63,0.015126692688034982,0.015255323758250788,-5.185990731001944,-5.173756596337426
64,64,0.015126866077255342,0.015278522856533527,-5.189952588387742,-5.16715720358148
65,65,0.01513060729605021,0.015280897140895066,-5.188228060329871,-5.166482361847673
66,66,0.015167918555515329,0.015276486495215642,-5.1851223258181545,-5.16773608115579
67,67,0.015161874214398493,0.015295037999749184,-5.186906521598354,-5.162465282808668
68,68,0.01513970830506578,0.015264885009903657,-5.1886643456000545,-5.1710355147089775
69,69,0.015160820408503419,0.015262777377900324,-5.185260413477933,-5.171635189154244
70,70,0.015086645586896189,0.015274004863673135,-5.1966872905365324,-5.1684416402741284
71,71,0.015114285685506063,0.015280379276526602,-5.184317977184605,-5.166629545253594
72,72,0.015114443626293201,0.015277802110894731,-5.189311051790117,-5.167362081526833
73,73,0.01519925144414619,0.01528755168577558,-5.1837733710581135,-5.1645915022994995
74,74,0.015109974036434876,0.015290501184369388,-5.185763559893518,-5.163753678535452
75,75,0.015148677363914927,0.015271476616984919,-5.185330501754921,-5.169160570560942
76,76,0.015119475091701931,0.015265083430629028,-5.189836882215815,-5.17097906327419
77,77,0.015128332219019379,0.015280104585384069,-5.185911290894105,-5.166707617870489
78,78,0.015154023529942502,0.015262560036621596,-5.189896284201875,-5.171697032937828
79,79,0.015126758504697342,0.01527784892210835,-5.189192206456293,-5.1673487747563485
80,80,0.01520499054188888,0.015290007191269021,-5.177479225032588,-5.1638939891378595
81,81,0.015169911624230061,0.015267760688929181,-5.183661280349597,-5.170217445060823
82,82,0.015172005218175268,0.015291702051303889,-5.183621286326934,-5.163412610967885
83,83,0.015199908314599204,0.015271722339093685,-5.179796744582024,-5.169090691989235
84,84,0.015137034093903512,0.01527101468098791,-5.189796413654913,-5.169291939186083
85,85,0.015176272643826058,0.015268364382025442,-5.184335279052899,-5.1700457267567534
86,86,0.015181949227741085,0.015277091756855187,-5.185182771180652,-5.167564015031143
87,87,0.015144175657829674,0.015283545479178429,-5.185913892602137,-5.1657297495917565
88,88,0.01513841514926903,0.015278536630304236,-5.18809226815173,-5.167153288366655
89,89,0.01517598698702977,0.015281805033354382,-5.182614042893656,-5.166224339711337
90,90,0.01515161227818924,0.015259332758815665,-5.189165048635795,-5.172615448422279
91,91,0.01516985266286995,0.015268875384017042,-5.181612768452996,-5.169900379405838
92,92,0.015112144430888068,0.015290905427383749,-5.194503417683634,-5.163638863338935
93,93,0.015165086326755813,0.015269152526008455,-5.183033356173404,-5.169821552287116
94,94,0.01517670097540027,0.015270412752502844,-5.184136975678726,-5.169463125827683
95,95,0.015130505484250403,0.01526484741388183,-5.18738562311888,-5.171046210999791
96,96,0.015124641954130734,0.015277069699215261,-5.191230903111784,-5.1675702855428165
97,97,0.015105972959439164,0.01528238235531669,-5.187264720246359,-5.166060273355276
98,98,0.015146018994837692,0.015275465471571997,-5.191298759775426,-5.168026357164979
99,99,0.015154318029502617,0.01528553635274109,-5.184931519813558,-5.165164063380827
100,100,0.015139887032588733,0.015292549407795855,-5.190928378468866,-5.163171962770723
101,101,0.015132100590187865,0.015282222559969676,-5.19050416214514,-5.16610568420723
102,102,0.015161707517258899,0.015280429273843765,-5.186028313929189,-5.166615335185218
103,103,0.015121449169117151,0.015264106620299188,-5.190758272493165,-5.17125697653396
104,104,0.015121889060612806,0.015279635443891349,-5.186061395101682,-5.166840960340902
105,105,0.015122567697130527,0.01527815792513521,-5.184693297809613,-5.1672609371602025
106,106,0.015166819297238109,0.015293998986874757,-5.1814150855189025,-5.1627603150179935
107,107,0.015135038279227376,0.015261853309838395,-5.183226701278237,-5.171898135929539
108,108,0.01517515361654697,0.015286230188059179,-5.176850706444318,-5.1649669345367055
109,109,0.015103665074890422,0.01527300168220934,-5.187856900917996,-5.168726889942422
110,110,0.015159792026754507,0.01528924899665933,-5.184976656718504,-5.1641093506451785
111,111,0.015164185785832479,0.015275535124697183,-5.184860411841894,-5.168006554233928
112,112,0.015123745080890115,0.015278667750719347,-5.185740194805369,-5.167116017370241
113,113,0.015169116188339965,0.01528889396669049,-5.1826965603470025,-5.1642101988599105
114,114,0.015149670499424958,0.015266593006488523,-5.1834248080132115,-5.170549607349829
115,115,0.015112346518285497,0.015269797981569641,-5.191292975324393,-5.169637971788167
116,116,0.015101165654733009,0.015273504302297769,-5.194855724044977,-5.168583970073925
117,117,0.015181308727442604,0.015269100862114053,-5.185180511623121,-5.169836246869657
118,118,0.015158726132868491,0.015262096875200146,-5.183691230480204,-5.171828827015096
119,119,0.015165133766599536,0.01526785818369765,-5.178792506247671,-5.170189712569049
120,120,0.015170328568705578,0.015278115182330734,-5.183266372606528,-5.167273087178669
121,121,0.015167603057991598,0.015280535640685182,-5.183897042510331,-5.166585104116001
122,122,0.015154779408626334,0.015274335483187124,-5.187599001087051,-5.168347634361591
123,123,0.015147901380185,0.015267382081794111,-5.18795961547008,-5.170325141946876
124,124,0.015120284382215481,0.015284544249114237,-5.192398868374446,-5.165445950194528
125,125,0.015167676661278783,0.015256857401446292,-5.183003208883102,-5.173320014780643
126,126,0.015149276886020125,0.015274637133667343,-5.181996826037453,-5.168261867065472
127,127,0.01513789096827974,0.015272452397958228,-5.189807370103335,-5.168883084130044
128,128,0.01513942818819862,0.015275351114963231,-5.187511348338014,-5.168058869843661
129,129,0.015122588013404423,0.015101742538574495,-5.193256110148415,-5.217700266417793
130,130,0.014822757188422778,0.014871261327674514,-5.274991112282768,-5.284492831828458
131,131,0.014696646587366295,0.014856095621852498,-5.312577109826276,-5.288924024911146
132,132,0.014715321362018585,0.014846061650467547,-5.313764568748233,-5.291858288931013
133,133,0.014675527753442833,0.014811624772846699,-5.316687622850788,-5.301943871759457
134,134,0.014713413485316271,0.014822957988240217,-5.312022756477386,-5.298622108677953
135,135,0.014680135467080111,0.014813901366371857,-5.319935219862243,-5.30127639871421
136,136,0.014710890791695757,0.014823712849695431,-5.315562019099231,-5.298400949164654
137,137,0.01468577229216234,0.014800683154087318,-5.317235253780361,-5.30515327028271
138,138,0.014709867450610264,0.014819864477766188,-5.315998885280546,-5.299528563881399
139,139,0.01471115274297208,0.014820840503824385,-5.3209497069854965,-5.299242549947732
