,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0033652143380076614,0.0031581233059497257,-14.731118302013567,-15.02790649691866
1,1,0.002966212773618778,0.002946299035102129,-15.283109471912441,-15.329429087810652
2,2,0.00293493640042611,0.0029460812159078685,-15.328821533135352,-15.329750172568028
3,3,0.002927611476367282,0.0029545876467110296,-15.335112845898731,-15.317228546278837
4,4,0.002927572106385661,0.0029873376908270935,-15.328410483636063,-15.269354139706925
5,5,0.0029306247873596616,0.0029623685159573428,-15.328982846920532,-15.305806489285294
6,6,0.0029243612325913514,0.0029199014074708287,-15.339649144601406,-15.368515448774602
7,7,0.00291255025730766,0.0029365224886293475,-15.358605706859155,-15.343864011858306
8,8,0.002917703409131962,0.002957771814085151,-15.34885289558757,-15.312550662726911
9,9,0.002927782647695738,0.0029385293539809553,-15.340098865891015,-15.340896989250252
10,10,0.0029157744384533967,0.00295819620307731,-15.35323480954013,-15.311927570116348
11,11,0.0029168196680197087,0.0029676286013502824,-15.35112335167215,-15.298101842505712
12,12,0.0029281526395916633,0.002962233878574089,-15.336170715085329,-15.306003877291177
13,13,0.002920731362051417,0.002952763565668934,-15.347891394137939,-15.319910588797805
14,14,0.002911540321986546,0.002966220184278331,-15.353625544529965,-15.300163464889938
15,15,0.002906339607902409,0.0029525782569850747,-15.358842800235085,-15.320183150628406
16,16,0.0029246354014756753,0.002949677113639681,-15.343974916476366,-15.324452537730341
17,17,0.0029141757848490145,0.0029534333336510158,-15.35373017826084,-15.318925601182327
18,18,0.0029347404194323672,0.0029374636881249515,-15.32479352745646,-15.342472255941594
19,19,0.0029157906789908706,0.002955440125477157,-15.348104259456628,-15.315975669504285
20,20,0.0029226003032292902,0.0029653776069416813,-15.343371498505078,-15.301397286545502
21,21,0.0029328329435828115,0.0029512851278444656,-15.32612092893819,-15.322085629810356
22,22,0.0029296074518645856,0.0029472333722208675,-15.33429941374277,-15.328052061503643
23,23,0.002922078553760021,0.002939860802143812,-15.346178555347583,-15.338929645863374
24,24,0.002904839477665031,0.002950601120430388,-15.360810849717817,-15.323092293220487
25,25,0.002908644619273003,0.002944971177432882,-15.361878298702425,-15.331386836301107
26,26,0.0029367381375590244,0.0029434230252120054,-15.317261251965268,-15.33367049449051
27,27,0.002916009122140936,0.0029414451656568992,-15.352735449456647,-15.3365897562148
28,28,0.0029184881252111846,0.0029555089453137235,-15.350315671942237,-15.31587454166539
29,29,0.0029096101031437054,0.002956907975634462,-15.356199506218518,-15.31381923613543
30,30,0.0029155613384065555,0.0029579162303554384,-15.357108612226625,-15.312338619127505
31,31,0.0029250621104363315,0.0029517689254134893,-15.340615069777064,-15.321373758927386
32,32,0.002910611894192923,0.002938927126754271,-15.361540335088563,-15.34030914816174
33,33,0.0029185922989218506,0.0029476655794209556,-15.345818936415057,-15.327415222080564
34,34,0.0029123208711173422,0.002945942387573029,-15.351575633492505,-15.329954830199501
35,35,0.002910601820067032,0.0029466210521365468,-15.35805550203937,-15.32895444970528
36,36,0.002920427614074085,0.0029521398368830745,-15.347417771283776,-15.320828070261747
37,37,0.0029106127967117065,0.0029475007720879817,-15.359907851964678,-15.327658047850148
38,38,0.0029152351426747964,0.00296127440800008,-15.347675783227183,-15.307410789409218
39,39,0.0029172022519729185,0.002945526919670795,-15.355929935308598,-15.330567361329642
40,40,0.00290673621930182,0.0029588404822310337,-15.36824117199325,-15.3109818031818
41,41,0.002909447275313366,0.002951675278477763,-15.35998289129336,-15.321511544077993
42,42,0.0029297084331550856,0.002932194804184531,-15.331972265391533,-15.35026912466475
43,43,0.0029173213676501487,0.0029438610409239403,-15.358749985564996,-15.33302426167791
44,44,0.0029192318678977563,0.002946627755208235,-15.347582242607348,-15.32894457024103
45,45,0.002905960062749146,0.0029425828251987696,-15.367381055388265,-15.334910364926236
46,46,0.0029135269842581035,0.002939328110139621,-15.362614311171846,-15.339716642852444
47,47,0.002927286644014962,0.002958327090661777,-15.336748501074474,-15.311735417553532
48,48,0.0029128276954222586,0.0029492152879308712,-15.358467049558692,-15.325132558126352
49,49,0.002912038956413564,0.0029487070676527524,-15.35482525103977,-15.325881015802183
50,50,0.002915821122197607,0.002951171592270073,-15.351699870895352,-15.322252705574915
51,51,0.0029149811652479404,0.0029469100562365433,-15.355502510481374,-15.328528515291197
52,52,0.002915523631843863,0.0029639944581216888,-15.3473809890193,-15.30342345020829
53,53,0.0029033395514545058,0.002949359214031383,-15.363730748620302,-15.324920621119384
54,54,0.0029169347007595692,0.0029544422746096786,-15.342749480646503,-15.317442233812299
55,55,0.0029135240558726887,0.002957604776479696,-15.361046569315828,-15.312795933705786
56,56,0.002917566331890748,0.0029530285514499013,-15.352491088870181,-15.319520863388403
57,57,0.002934015274393497,0.002956902841106057,-15.324770629821867,-15.313826777456663
58,58,0.00292102487028106,0.0029554096491713274,-15.341273803374623,-15.316020453898936
59,59,0.00292452429565265,0.002962188880988642,-15.351168232998214,-15.306069848960828
60,60,0.0029131341245524664,0.0029493955846287704,-15.350054304205026,-15.324867065579992
61,61,0.0029196221712669453,0.002956680990265388,-15.34117434272189,-15.31415263263586
62,62,0.0029146206858039823,0.0029625940920883103,-15.356067253451641,-15.305475798695474
63,63,0.0029172016542942563,0.002947657614162094,-15.343870790387456,-15.32742695771526
64,64,0.0029192204591962172,0.002952602115998927,-15.350685180089789,-15.320148056567241
65,65,0.002922152975554933,0.0029446491971611977,-15.338650190287105,-15.33186168610982
66,66,0.00291736084324567,0.002955922280977431,-15.35184926843221,-15.315267211929687
67,67,0.0029276923526116868,0.002958760707099971,-15.334178481710683,-15.31109889758579
68,68,0.002911020331948842,0.0029415912117416922,-15.348399281681829,-15.336374129437493
69,69,0.0029093620736996843,0.00294417666124278,-15.361425010676676,-15.332558666279535
70,70,0.0029176433916328496,0.00294554775188628,-15.35327505203627,-15.330536645995902
71,71,0.0029172772402423866,0.0029526613285078816,-15.34731924526028,-15.320060962515837
72,72,0.00291447061325241,0.00296137619175409,-15.35359595113746,-15.307261517991044
73,73,0.0029012897248696726,0.002948306868539045,-15.365165035867832,-15.326470481144788
74,74,0.002919340182153374,0.0029443667490819565,-15.343107085341991,-15.332278277416254
75,75,0.002907673917115503,0.002944096052823098,-15.361523414150493,-15.332677573108633
76,76,0.0029241682399909212,0.002943160147161076,-15.34239935743958,-15.33405838160147
77,77,0.0029033618167849237,0.002938842155823582,-15.36654079052429,-15.34043471418704
78,78,0.002921407084585619,0.00295435020847148,-15.346838074763538,-15.317577570485259
79,79,0.00290030727556609,0.002949839641683196,-15.361231042493252,-15.3242132468345
80,80,0.002909680343588296,0.0029450402178458476,-15.354958635468021,-15.33128502369543
81,81,0.00291262534399008,0.002949571102171352,-15.355239036860901,-15.324608626079348
82,82,0.002924569107150448,0.0029323894873653587,-15.343978722151437,-15.34998078425738
83,83,0.0029201592635555366,0.0029476123469832694,-15.345860983522265,-15.327493652832207
84,84,0.002910522717656088,0.002949090404926162,-15.364808353049263,-15.325316461784999
85,85,0.0029217726190948917,0.0029438480636791177,-15.342288764107419,-15.33304340646145
86,86,0.002903068755014041,0.0029391557664463393,-15.36634038090381,-15.339971293257467
87,87,0.0029197015689167473,0.002953589342436508,-15.342905716904392,-15.31869620048963
88,88,0.002920725301253734,0.002952782866103869,-15.346779156612127,-15.31988220167906
89,89,0.0029185366740008606,0.0029470045487151333,-15.348928748862532,-15.32838926128164
90,90,0.0029231391765522897,0.002953571230663281,-15.350611766023013,-15.318722832043225
91,91,0.0029154481059036302,0.0029599559738447793,-15.35167814169383,-15.30934480869554
92,92,0.002907765916423853,0.0029504174047983007,-15.36546281807668,-15.323362709878017
93,93,0.002903361735174183,0.002944593183010032,-15.361160030598292,-15.331944299917133
94,94,0.002907453383290276,0.002945383643045237,-15.368892887129581,-15.330778616439408
95,95,0.0029157174453523357,0.00296000838524809,-15.354324403653658,-15.309267909640523
96,96,0.0029218853715346337,0.0029501748565388354,-15.347691409402703,-15.32371974987019
97,97,0.002918084164044445,0.0029479830133679664,-15.347124685126692,-15.326947555768642
98,98,0.0029171248417846937,0.002955165360809157,-15.352858343115376,-15.316379448032551
99,99,0.0029145691078156233,0.00294643085400917,-15.351187395567198,-15.32923478661231
100,100,0.002905557544172271,0.0029360491684392877,-15.361898584502942,-15.344564081126643
101,101,0.0029052853027416257,0.002945577174327091,-15.364536971205652,-15.330493265474018
102,102,0.002920103650636126,0.0029521495790073744,-15.345797442786955,-15.32081373847505
103,103,0.002917063734542156,0.002946288324892521,-15.350674905227129,-15.329444875051975
104,104,0.0029087952390966032,0.002939930761625108,-15.362232566762287,-15.338826298605719
105,105,0.0029108054508675926,0.002949798859557823,-15.365170777221861,-15.324273289333734
106,106,0.0029232314590979178,0.002938006906525085,-15.341527696129075,-15.341669199401636
107,107,0.0029241066982912036,0.0029825261597962757,-15.342937703872128,-15.276354707495205
108,108,0.0029111363944242298,0.0029606022872030735,-15.354788565751567,-15.308396619981481
109,109,0.002913202274321895,0.002947954559012463,-15.356713777654495,-15.326989474698173
110,110,0.002904121060711668,0.0029434434652916694,-15.366998065328609,-15.33364033578444
111,111,0.002915188905389346,0.0029410990812864745,-15.35561779637498,-15.337100768206254
112,112,0.002920771581744871,0.002955620091310457,-15.343010486194826,-15.315711222296876
113,113,0.002908071505443491,0.002951048743469935,-15.35980906949748,-15.322433493661368
114,114,0.0029177124103166394,0.0029643552108226637,-15.357322798946718,-15.302894895327732
115,115,0.002905893590800541,0.002949550845905354,-15.36206588208805,-15.324638451482599
116,116,0.002915889526400523,0.0029536454178588955,-15.354002444884312,-15.31861374821711
117,117,0.0029132154304534197,0.0029447525004415134,-15.353950998995863,-15.331709330923633
118,118,0.002910462366513063,0.0029404887463897467,-15.357315071557252,-15.338002106710341
119,119,0.0029185594626001477,0.002949829397134875,-15.357750140115678,-15.324228329547704
120,120,0.002921964037088082,0.002929532079418239,-15.34891820314073,-15.354214742655255
121,121,0.0029303177941552142,0.002957313235751108,-15.335677310070588,-15.313224053011975
122,122,0.0029093434064428217,0.002954075014904926,-15.35861012995648,-15.317982128528993
123,123,0.0029130207720337456,0.0029366554226726294,-15.352520968251707,-15.34366741464182
124,124,0.0029132490036721083,0.002971140949643756,-15.361972624915802,-15.292964772790736
125,125,0.002927542877738777,0.0029544475684432606,-15.339155802798265,-15.317434452036792
126,126,0.0029201733966156378,0.002963118549240263,-15.347557791609397,-15.304707051165957
127,127,0.002920858883634978,0.002958773157412284,-15.35165429247263,-15.311080622736641
128,128,0.0029049395300332725,0.002951389558515266,-15.367777835610983,-15.321931958241159
129,129,0.002927506556158367,0.0029435021508681146,-15.335557918211025,-15.333553748193252
130,130,0.002902426603298212,0.002965281594936785,-15.374274190981758,-15.301537903237532
131,131,0.002907094653676619,0.002937419438048413,-15.35661309577108,-15.342537678737767
132,132,0.0029230046748500507,0.0029299942482458917,-15.346186055666237,-15.353529645052653
133,133,0.0029290399739768393,0.0029579895352454563,-15.344657666251361,-15.31223099094513
134,134,0.002919469729603566,0.0029494044567017178,-15.352325609029332,-15.324854001593089
135,135,0.0029070294874998714,0.0029485660090454316,-15.361236801923994,-15.326088776148364
136,136,0.002909696593727033,0.0029419158879471453,-15.354526122171237,-15.335894806196482
137,137,0.002932202771843709,0.002949209528436002,-15.333268969707664,-15.325141039430829
138,138,0.00291716543592743,0.0029398231203422733,-15.349756411474367,-15.33898531211582
139,139,0.0029102484503588113,0.0029500268375206935,-15.363679158263695,-15.323937653752608
140,140,0.0029217696907094764,0.0029450458302897843,-15.339197348410064,-15.331276747234233
141,141,0.0029189171144719593,0.0029416783761821294,-15.351087005977186,-15.336245442370082
142,142,0.0029254795565778753,0.002931927477842883,-15.344541839754964,-15.350665086241067
143,143,0.002901944487845314,0.002953235917773686,-15.370715022747225,-15.319215905658663
144,144,0.002907657261323376,0.0029443276335338227,-15.356613496084039,-15.332335973284328
145,145,0.002909859006302719,0.002949393758746354,-15.360857662628051,-15.324869754167807
146,146,0.00292924487934515,0.0029494266123755984,-15.337983045919241,-15.324821377885794
147,147,0.0029282785601645093,0.002951882620293059,-15.34138765321638,-15.3212064825953
148,148,0.0029160432138278618,0.0029478865479560276,-15.348382102655776,-15.327089670161328
149,149,0.002912614544968783,0.002950175849132632,-15.360991344017362,-15.32371828867566
150,150,0.0029208775244883656,0.00293979703105594,-15.341974794095991,-15.339023853493662
151,151,0.0029146012192419204,0.002943852989885368,-15.354572008052171,-15.3330361390266
152,152,0.0029152561718425187,0.0029589367270665733,-15.357027619102317,-15.310840538651178
153,153,0.0029221018536265977,0.0029312994600714823,-15.345376006342832,-15.35159544304488
154,154,0.0029157530228348123,0.002948018072761203,-15.355219473552253,-15.326895906860171
155,155,0.0029284019964103845,0.0029485140510491633,-15.343369926688958,-15.32616530578961
156,156,0.0029040540582932453,0.0029600560665130615,-15.366227332904387,-15.309197951921528
157,157,0.0029249356449917727,0.0029553120073519254,-15.339048139502134,-15.316163939942896
158,158,0.002914653498122526,0.002955543122401363,-15.34920628015004,-15.315824320755812
159,159,0.0029171566219673944,0.0029477419356178296,-15.349242902048186,-15.327302724089956
160,160,0.0029068021991856628,0.002954221857515605,-15.356713434726759,-15.31776625266183
161,161,0.0029260813565828753,0.0029593966043505227,-15.347682115579683,-15.310165611586445
162,162,0.0029302652224360666,0.0029375994283902017,-15.331102235134477,-15.342271572997388
163,163,0.0029159941249671056,0.002945771612423031,-15.347940185803328,-15.330206596341956
164,164,0.0029067385140038337,0.0029636076406428687,-15.364011041036196,-15.303990265233978
165,165,0.002912653636513758,0.002959472776733731,-15.34617534121588,-15.310053829272722
166,166,0.0029065305194289413,0.0029416948949035847,-15.36082962344268,-15.336221055035654
167,167,0.0029255424328532417,0.00296810400476189,-15.335361129346206,-15.29740617411065
168,168,0.0029245029304407,0.00294631543128114,-15.337706766058561,-15.329404919353308
169,169,0.0029063542402282204,0.0029485241485465515,-15.368508520075398,-15.326150432942434
170,170,0.0029151509659960098,0.0029348973674993765,-15.35963078477633,-15.346268136156988
171,171,0.0029149020508354166,0.002953599464442385,-15.353429274007937,-15.31868131716207
172,172,0.0029129642085892332,0.0029544836081760494,-15.352332652637351,-15.31738147508847
173,173,0.0029110028360461453,0.0029488048320145985,-15.356487402311206,-15.325737027884559
174,174,0.0029074038311685483,0.0029460608983706486,-15.358555923251009,-15.329780123625316
175,175,0.002911520356158774,0.002940347148595672,-15.356084106900985,-15.338211244124569
176,176,0.0029180918546566335,0.0029538921570699465,-15.347853951781396,-15.318250966003603
177,177,0.0029097743303582225,0.0029608226552801696,-15.362330665901208,-15.308073371301159
178,178,0.0029205224049498432,0.0029689662256523184,-15.34618447550272,-15.296144751344894
179,179,0.0029116874973568107,0.0029378426628873535,-15.362221901697167,-15.341911990183565
