,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.005655696221924934,0.005591823547882469,-6.459095150024425,-6.49717302680922
1,1,0.00551584760476019,0.005429715824950682,-6.572741163201562,-6.624936607949579
2,2,0.005325447643156519,0.005284714610560944,-6.712960893083789,-6.742492221530152
3,3,0.00519929547822967,0.0051597849907059415,-6.8164004014562005,-6.846391564427874
4,4,0.005069756179510318,0.005045833017088865,-6.924268169465946,-6.943378870950028
5,5,0.004982834566653389,0.004939728857655274,-7.007746698547537,-7.035676502087406
6,6,0.004886529917262264,0.004856076606206204,-7.093131057137139,-7.10985232047727
7,7,0.004782077117064565,0.004773458220848912,-7.18863616702099,-7.184376355028974
8,8,0.004712975958419829,0.004717358706617041,-7.242255069687522,-7.235718601768615
9,9,0.004668728194017078,0.004653582766063903,-7.2866366514727465,-7.294833188669242
10,10,0.004629853507983931,0.004607011490550481,-7.327761528275025,-7.338514658602656
11,11,0.004579890629795101,0.0045745430612250376,-7.375351346200617,-7.369230412434938
12,12,0.004540116233347925,0.004544622019717568,-7.400464971800103,-7.3977299290822245
13,13,0.0045120410726780125,0.004522791475449738,-7.432152252392761,-7.4186419636686685
14,14,0.004499960263480538,0.004512442251373278,-7.449450984952812,-7.428591043039358
15,15,0.004515503648399692,0.004500948873005416,-7.434001501547494,-7.439666815609529
16,16,0.00447332904645309,0.004505465272814035,-7.4630438679174755,-7.435311147198975
17,17,0.0044957646744844225,0.004504947016309751,-7.453252397140408,-7.435810737968071
18,18,0.004487972221692505,0.004506643959566166,-7.458485662059875,-7.434175126447201
19,19,0.004484641356105657,0.00450794428194824,-7.460832669007974,-7.432922217664199
20,20,0.0044932267676616455,0.004507472150419888,-7.457335902368536,-7.433377092087854
21,21,0.00448178989601504,0.004503524151483649,-7.4590648442865115,-7.437182651883537
22,22,0.00450549632810133,0.004500630581261296,-7.447097706179582,-7.439973944705853
23,23,0.004462034835182514,0.004504971010120292,-7.477264067562883,-7.435787607059472
24,24,0.004513825808373308,0.004505879809393694,-7.439152243219239,-7.434911582100585
25,25,0.004501143067153459,0.004507104915223624,-7.453152233933759,-7.433730937239379
26,26,0.00446591356327546,0.00450962882390932,-7.476130106118573,-7.431299636337377
27,27,0.004494024296627217,0.004515214970237331,-7.45109337289459,-7.425923293232667
28,28,0.004500812774082434,0.0045156897486824735,-7.448006803170695,-7.425466653138546
29,29,0.0045034221767150245,0.004517236699987399,-7.437526764266547,-7.4239791342798735
30,30,0.0044840017823291195,0.0045240017781524285,-7.461683157091072,-7.417479943550351
31,31,0.0045043156799121,0.004532593277920233,-7.453108560293398,-7.409240109403824
32,32,0.0045145150110816835,0.004527150751336625,-7.43588474735221,-7.41445804832037
33,33,0.004513158434137856,0.004531256854534149,-7.430179598219001,-7.410520804247157
34,34,0.004515880445191234,0.0045302479871009525,-7.4322856271511135,-7.411487852367038
35,35,0.004521328423018616,0.004541114805952499,-7.428284844929463,-7.401082796747012
36,36,0.004526764053620936,0.004541100027333749,-7.415847763431975,-7.401096930463712
37,37,0.004531160885103277,0.0045444402157476076,-7.415410996106601,-7.397903668592213
38,38,0.004523957397827168,0.004543152637779713,-7.420306314635639,-7.399134331143301
39,39,0.00451000718899148,0.004553452109623896,-7.435656169368108,-7.389299880105698
40,40,0.004516233742889977,0.004555212652408763,-7.422793884268826,-7.387621052206947
41,41,0.004538439799906667,0.004559751575518595,-7.4120497606681965,-7.383295792394566
42,42,0.004540593497762361,0.004558919389781199,-7.409150247576493,-7.384088481759164
43,43,0.0045460176788577715,0.004564326599632439,-7.40078339454854,-7.3789404857968055
44,44,0.004541848421327232,0.004566932832332034,-7.409832765295693,-7.376461369922026
45,45,0.00456134574583818,0.004568079241404408,-7.3916771263636,-7.375371323991642
46,46,0.004540036115603349,0.0045766736576823815,-7.4065515246533025,-7.367208153909698
47,47,0.004556740322102283,0.004578694186516498,-7.394396677886466,-7.365291235764272
48,48,0.004551549101267586,0.004584771286892264,-7.394730232166439,-7.359530857108934
49,49,0.004545036780158269,0.004582041972561886,-7.401982690343393,-7.362116981980335
50,50,0.0046066054498258326,0.004572296784700532,-7.35207956564782,-7.371363489072258
51,51,0.00454223117090224,0.004576659271199452,-7.408155036595083,-7.367221805702327
52,52,0.004552083872450688,0.004572388176855288,-7.395135744931207,-7.371276682126654
53,53,0.004543447655808066,0.0045753842660863145,-7.400461392709436,-7.368431869195491
54,54,0.004549257754895491,0.0045694347323947835,-7.400767765006851,-7.374082828535666
55,55,0.004533259130860727,0.004566195494446315,-7.4186069055756265,-7.377162601229205
56,56,0.004555790277063539,0.004557395280387841,-7.393162741881337,-7.385540630636135
57,57,0.004536166057451484,0.00455303813673948,-7.413723774084623,-7.3896947328637195
58,58,0.004539879831034191,0.0045475784542137075,-7.403117316059813,-7.394905611169933
59,59,0.0045276522473192094,0.00454257810978513,-7.423680097945967,-7.399683575546446
60,60,0.004510605424527347,0.004530362270184253,-7.434976703640537,-7.411378295701327
61,61,0.0045097801095047565,0.004527487228379438,-7.437104500094521,-7.414135274238456
62,62,0.004532378810198651,0.004523533273880419,-7.42154410748559,-7.417929720907596
63,63,0.004489772353014073,0.004520928168571309,-7.45224144103925,-7.42043154569619
64,64,0.004513365480587962,0.004523689515496555,-7.440400491832553,-7.41777971935835
65,65,0.004514637139155385,0.004517819487342709,-7.440128438555744,-7.423418869179939
66,66,0.004503989500982552,0.0045223933840660676,-7.445445839768602,-7.419024241961524
67,67,0.004494280717575673,0.00452708457841685,-7.454762897951549,-7.414521529183995
68,68,0.004497674274613562,0.004526002700195501,-7.4430679208156505,-7.415559525901357
69,69,0.00450357230687418,0.00452445236671912,-7.437129529918178,-7.41704740971606
70,70,0.004505411510538195,0.004528586532136327,-7.438674115873841,-7.413080906594104
71,71,0.004498711110275124,0.004526198106376748,-7.445219038014815,-7.415372027130457
72,72,0.004504937025689587,0.004526060270635705,-7.437817614778868,-7.41550428429603
73,73,0.004520399731190242,0.004535093707473655,-7.430684357682933,-7.406844961034208
74,74,0.004517588255562119,0.004528353333865341,-7.426575364377753,-7.41330455105636
75,75,0.004516179418940212,0.00452677327159204,-7.43119422234712,-7.414820183831521
76,76,0.0045180278494186005,0.004537867431185748,-7.429084033260686,-7.404189570094902
77,77,0.004511888489395995,0.00452871206461599,-7.432382662253174,-7.412960521773755
78,78,0.004519071305151453,0.004534291471109579,-7.432134119310824,-7.407613275137422
79,79,0.004529431764727708,0.004532201215624809,-7.414436989787929,-7.409615783649263
80,80,0.004524434820662455,0.004532274446989361,-7.430241964945136,-7.409545610858887
81,81,0.0045323131759603,0.004531420473205416,-7.416671590308112,-7.41036398814634
82,82,0.004524768330156803,0.00453321246038142,-7.417924576871037,-7.408646874705519
83,83,0.004501636437687678,0.0045349035706175,-7.441419798588608,-7.407027045735922
84,84,0.004506893998453605,0.004533889115248856,-7.438480504908531,-7.407998668720013
85,85,0.004500785362474697,0.004531696267229946,-7.444255526091271,-7.4100996732832245
86,86,0.0045301072904360045,0.00452614328088729,-7.411475352932592,-7.415424633205552
87,87,0.0045074878078069265,0.004530125248589013,-7.437297287620089,-7.411605517847407
88,88,0.004526402465231025,0.0045354715548455715,-7.430152994667765,-7.406483137875509
89,89,0.00452714792174316,0.004529509987486036,-7.420980445486628,-7.412195397010091
90,90,0.0045088070358351336,0.004536919369313277,-7.432133743651836,-7.405097003074355
91,91,0.004534737086979691,0.0045293477657986315,-7.414897473593179,-7.412350939763076
92,92,0.004515102272373192,0.004529911755143027,-7.431463538188967,-7.411810194772
93,93,0.004518947290429442,0.004535346488027196,-7.4354071200467855,-7.406602897369826
94,94,0.004510446859658072,0.004533864704794006,-7.433906690104431,-7.408022051193893
95,95,0.004520742054644627,0.004529632088777266,-7.427343374599355,-7.412078326504802
96,96,0.004509948184425684,0.004527200037907613,-7.437783021462981,-7.414410767435609
97,97,0.004522741023335874,0.004532142836404474,-7.42583630259799,-7.4096717254209
98,98,0.004517709418708824,0.004528074941940997,-7.4356342521053325,-7.4135715527327495
99,99,0.004523955501577596,0.004535838079295661,-7.424651929252899,-7.406132186243026
100,100,0.004500564711033991,0.004528233168744727,-7.437477057192208,-7.413419797675576
101,101,0.004524871466930994,0.004533906565292885,-7.428365469136362,-7.407981953615046
102,102,0.004535048119915822,0.0045367108020735415,-7.415631203994626,-7.405296657677041
103,103,0.004513861933127814,0.00453353298239802,-7.427805361247048,-7.408339816469298
104,104,0.0045250547166491295,0.004534315317869186,-7.425723059354466,-7.407590434768774
105,105,0.004512526286938756,0.004527860688731859,-7.432144467124249,-7.413777051071676
106,106,0.004513814243651235,0.004526939586197075,-7.434934550569984,-7.41466062605369
107,107,0.00452893324791617,0.00453069458078397,-7.422573954808669,-7.4110597442074475
108,108,0.004519751381858722,0.0045357589904022845,-7.427384069601828,-7.406207912423786
109,109,0.004525320181987949,0.004532075241992348,-7.427667221737244,-7.4097364985319185
110,110,0.004503876738941546,0.0045343562715539805,-7.443380820244667,-7.407551209708865
111,111,0.004505616708745047,0.004537887675197501,-7.439456988348979,-7.404170195701271
112,112,0.004510959111077269,0.004532269079630312,-7.437765034231752,-7.409550754006824
113,113,0.004527049004724345,0.004532449437599433,-7.422968173155984,-7.40937793348158
114,114,0.004532072390669707,0.004535621032118797,-7.419670513744682,-7.406340008138235
115,115,0.004526097687518166,0.004528963889338468,-7.419369588941191,-7.4127190335863595
116,116,0.004528767597314316,0.00452987763932661,-7.418292747944685,-7.41184290262021
117,117,0.004532412361814496,0.0045312270277032725,-7.419124209828474,-7.4105493916151035
118,118,0.004520202050772831,0.004535442879913669,-7.431888627190072,-7.406510595668841
119,119,0.004505537488718622,0.00453023100271821,-7.445268701982518,-7.4115041345607535
120,120,0.004514734039908832,0.004539866073939361,-7.436765505615639,-7.40227719949551
121,121,0.004523088291441042,0.0045305491229029075,-7.423529222051423,-7.411199176623495
122,122,0.004501974435772785,0.004537659991336496,-7.444039967474446,-7.404388103971067
123,123,0.004524369186424103,0.004533256477627315,-7.425800907741111,-7.408604705152783
124,124,0.004527101682057393,0.004532602125484692,-7.425598632134194,-7.4092316320390195
125,125,0.004520957540605486,0.004532280525094585,-7.426222919901024,-7.409539786662183
126,126,0.004515007776736291,0.004534672749669929,-7.434790228395627,-7.40724810184774
127,127,0.004522467416125475,0.004532523477744115,-7.42502065879362,-7.409306989582297
128,128,0.004498868748622457,0.004528376984557039,-7.444498902186869,-7.413281868775811
129,129,0.004516147547545507,0.004528846689744999,-7.432199686309958,-7.412831420870864
130,130,0.004523837425237156,0.004533533570601752,-7.42882731246501,-7.4083392529934855
131,131,0.004541768663630043,0.004531988653501398,-7.406013383355223,-7.409819474345529
132,132,0.00452448402713869,0.004539056485028644,-7.425376744513551,-7.4030517407369025
133,133,0.0045201574000962004,0.004531498557250751,-7.424475984189939,-7.41028915250034
134,134,0.004526956827792618,0.004530436726973245,-7.422431392021628,-7.41130691971647
135,135,0.004512412987226985,0.004534310293628981,-7.439123469886548,-7.407595246963896
136,136,0.004512321127136958,0.004532572078077416,-7.434954595777354,-7.409260422270476
137,137,0.004507016380960794,0.004529480479265514,-7.439192662135251,-7.412223689914008
138,138,0.004504576239005192,0.004537859122808042,-7.43766798879081,-7.404197521596236
139,139,0.004525088105043492,0.004529083564289306,-7.425563369647882,-7.4126042755857195
140,140,0.004526706662067433,0.00453682697231048,-7.426156311587753,-7.405185450573216
141,141,0.004516602316199197,0.0045333832600399065,-7.429113985655879,-7.40848324691955
142,142,0.0045224039181682866,0.00453558363216488,-7.426232974789018,-7.406375819464759
143,143,0.0045118669777647735,0.004538556511857007,-7.438815781753368,-7.403530138725085
144,144,0.004526473452173865,0.004534708703623006,-7.419814511387621,-7.407213668179899
145,145,0.0045325152489558325,0.0045326480053757365,-7.412505574446157,-7.409187672119054
146,146,0.004511207265337718,0.004538516146375945,-7.435355615160529,-7.403568764626508
147,147,0.004510798073882602,0.004530675709247589,-7.435604280736835,-7.411077833754289
148,148,0.004540234607327538,0.004541319010681228,-7.411980400371119,-7.400887507711779
149,149,0.004517434769761316,0.004544481659602178,-7.4418992747212425,-7.397864062492401
150,150,0.004529177576073052,0.004535324111776917,-7.420282088981651,-7.406624324411886
151,151,0.004511874293927679,0.004532865493705398,-7.430187567469623,-7.4089792912447034
152,152,0.00453790207633499,0.004527902206111895,-7.415279925981285,-7.413737229426029
153,153,0.004527716931032459,0.004533598444571621,-7.4277373131343385,-7.408277106755653
154,154,0.0045138768870959575,0.004535947828308532,-7.431118825639721,-7.406027105741408
155,155,0.004531831811806283,0.004531001059436484,-7.416086233579236,-7.410765975815872
156,156,0.004518902812575556,0.004541534464806318,-7.434814712092584,-7.400681469955252
157,157,0.004508115380003895,0.00453353442839886,-7.438240994086199,-7.408338431258057
158,158,0.00450728905684862,0.004529082289847888,-7.431586369579768,-7.41260549764962
159,159,0.004528858607692509,0.004527767262372531,-7.425072518280084,-7.41386666286346
160,160,0.004530780339018279,0.004531703203132278,-7.419619135066252,-7.410093026275952
161,161,0.004529672550018301,0.004536723521979232,-7.4227015078882355,-7.405284481064185
162,162,0.004511231378911389,0.004537582716071292,-7.436351926943237,-7.404462063913185
163,163,0.004513977023475256,0.00453186814526194,-7.427792676655408,-7.409934957333809
164,164,0.004524146849961625,0.0045346544173203015,-7.42941250556732,-7.407265659133162
165,165,0.004511361495236454,0.004535435355807606,-7.431064390504818,-7.406517800434818
166,166,0.004523339124454051,0.004535885160102656,-7.425355201680485,-7.406087107851319
167,167,0.004518995719203322,0.004528578542368977,-7.42478664504706,-7.413088568841272
168,168,0.0045407301957536604,0.004533524723037293,-7.420974624216948,-7.4083477286165555
169,169,0.004532730163641504,0.00453324939467405,-7.418807596384025,-7.408611490760295
170,170,0.004517037791113571,0.00453176369008265,-7.436020178739912,-7.410035059166713
171,171,0.004526771033739613,0.004533880635311729,-7.421434491827962,-7.408006791533014
172,172,0.004525031524796768,0.004535732864353217,-7.426082634150182,-7.406232927931985
173,173,0.004538034050504572,0.00453316197289448,-7.417599609882792,-7.4086952434049245
174,174,0.004527764298866705,0.0045308715565816355,-7.416966559392607,-7.4108901055132055
175,175,0.004513442545130695,0.0045342321850751575,-7.436222296006015,-7.407670059678279
176,176,0.004520527091952636,0.0045358179823348395,-7.427871542821506,-7.406151428593327
177,177,0.004516067237775658,0.004532843632133384,-7.431829212714581,-7.409000236898178
178,178,0.004522815975600604,0.004536095271377187,-7.430678655804276,-7.405885938618604
179,179,0.004516294806926828,0.004527477008339606,-7.4317801015049945,-7.414145077715947
