,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.004626682618652115,0.0045129529837715,-7.327556599645377,-7.428625973974086
1,1,0.00453656358817189,0.0045123125034335415,-7.416193051058767,-7.429242370416727
2,2,0.004521924143023405,0.004468907136470079,-7.426637476992193,-7.471220762840387
3,3,0.004509290992330338,0.004474087422223468,-7.443638313959728,-7.466189406163961
4,4,0.004505585811878603,0.004476829039815225,-7.450058596132763,-7.463528964780393
5,5,0.004513633211825005,0.004468747831292842,-7.429828989896756,-7.471375580540711
6,6,0.004508823679625681,0.0044500727549587425,-7.441486191910914,-7.489562950441947
7,7,0.00451294763359366,0.004483610881786598,-7.439846360441259,-7.45695491901148
8,8,0.004506079859301909,0.004458339762334761,-7.434016808359628,-7.481502441997979
9,9,0.004519340428571726,0.004494785723325454,-7.427420864753092,-7.446144136783934
10,10,0.004530050950220872,0.0044639591176651025,-7.427778664883747,-7.476031978909213
11,11,0.004522508490331394,0.0044808188257248775,-7.431541910266858,-7.459660221232687
12,12,0.004503773179711755,0.004461161694244335,-7.445905981303858,-7.478754419581052
13,13,0.004495903686380263,0.004492358770221472,-7.448144492482483,-7.4484897369181615
14,14,0.004508052856574968,0.004465123932612569,-7.43970558135374,-7.47489888897345
15,15,0.0044981730842636415,0.004433417864339917,-7.454176372152917,-7.505847395097971
16,16,0.004500682177694188,0.00448824276559447,-7.444058267499462,-7.452470668963816
17,17,0.004510764200624424,0.004484570609699739,-7.433370832294726,-7.456025400493614
18,18,0.0044961806684348385,0.0044918544345388285,-7.450334994691237,-7.448977325979634
19,19,0.004526714803939013,0.0044871395404793716,-7.430887387030588,-7.453538310576971
20,20,0.00451494308822241,0.004480141680687666,-7.4384300632806655,-7.460316580232279
21,21,0.004526323782875366,0.004458669401509197,-7.41879548454322,-7.481181346725087
22,22,0.004510376170354406,0.004489194552757238,-7.439705610825456,-7.451549791658573
23,23,0.004500594566163328,0.00447479307063316,-7.447499171509085,-7.465504495439379
24,24,0.0044972199956243184,0.004468624994746949,-7.44774583842392,-7.4714949606652725
25,25,0.004509696477697682,0.004479126269487958,-7.4382750575749785,-7.461301007721749
26,26,0.004500834458536401,0.004464060411249336,-7.441021056659844,-7.4759334324296844
27,27,0.004522389938728404,0.0044752018967349275,-7.423353890652013,-7.4651077333834746
28,28,0.0045039896642040346,0.004473587865696142,-7.436125373337243,-7.466674346970285
29,29,0.00450057868087261,0.004488692839482897,-7.443971017839216,-7.452035187158096
30,30,0.004501536512536179,0.004481816860406022,-7.4406330957029265,-7.458693003615593
31,31,0.0045224698068401245,0.004472199508822278,-7.433141196726592,-7.4680223685782865
32,32,0.004520709808800638,0.004484333710646943,-7.428439192609481,-7.456254824172907
33,33,0.004507488355078955,0.004482754849289593,-7.436070799254622,-7.457784174034215
34,34,0.00450604044131397,0.004480631139717604,-7.4351892693707065,-7.459842135984464
35,35,0.004528538760796343,0.0044609282753969495,-7.424275985465759,-7.478981658978457
36,36,0.004499518125289187,0.004499162743358235,-7.445416011131995,-7.441917037185732
37,37,0.004505304672476864,0.004474682733416557,-7.43891393883442,-7.465611582927787
38,38,0.004507017307482737,0.004484060563539204,-7.44013784826704,-7.456519367140242
39,39,0.0045077494518428116,0.004505771285805263,-7.4362285051312185,-7.435542633943857
40,40,0.0044812278188381,0.004514001873566916,-7.452885682402528,-7.427616714352157
41,41,0.004501151794702122,0.004481283923316943,-7.441836927921086,-7.4592094580053105
42,42,0.004511714807337092,0.0044896709242541535,-7.440536679983651,-7.451088963922217
43,43,0.00449504711444384,0.0044836637220884625,-7.455623232578333,-7.456903736790491
44,44,0.0045186417158117,0.004475196088223081,-7.428999239057181,-7.465113370238164
45,45,0.004511708244873383,0.004488570125479447,-7.439612385407559,-7.452153918256342
46,46,0.0045121999255851985,0.004474883335397432,-7.434229614124009,-7.465416891179165
47,47,0.004505478815396422,0.004497715100449951,-7.438034087695962,-7.443314640539195
48,48,0.004500138424528935,0.004475602389950501,-7.444745255323168,-7.46471909346217
49,49,0.004487957411743316,0.0044795145574761065,-7.446585356155123,-7.460924541393866
50,50,0.004534089688173274,0.004472512996902591,-7.430673026240133,-7.467717951542209
51,51,0.004499420653260553,0.004463481912879567,-7.440236825354156,-7.476496271878687
52,52,0.004502384539347948,0.004478940887278632,-7.440295540911013,-7.46148075736898
53,53,0.004514503383951396,0.004489322830187647,-7.437906898458215,-7.451425695044829
54,54,0.00451224693817269,0.004492750072753743,-7.435580755648474,-7.44811146541673
55,55,0.004516183768312649,0.004482099810909284,-7.435764695990327,-7.458418829174297
56,56,0.0045228133112499395,0.004492248065377537,-7.423187709688184,-7.448596761084545
57,57,0.0045103333583197645,0.00449705415552384,-7.434888495954835,-7.443952888673416
58,58,0.004505783477894117,0.004480117417283748,-7.439003473422622,-7.460340100673638
59,59,0.00450876232755092,0.004479507695099241,-7.44797728719848,-7.460931194558288
60,60,0.00451947385733275,0.004481936486339883,-7.432235314208359,-7.458577085916921
61,61,0.004515509697195795,0.0044618752834044,-7.44238727919737,-7.478059795461485
62,62,0.004521480555041242,0.004458053527694,-7.4324551428202135,-7.4817812769955205
63,63,0.0045049410774228495,0.004497829457058718,-7.438224559297594,-7.443204220444354
64,64,0.004506031857784262,0.004470732920852147,-7.443955897316714,-7.4694468030652335
65,65,0.004517438019789064,0.004453116194590142,-7.427951910507401,-7.486593791645262
66,66,0.004511877817591441,0.0044901613636236445,-7.437366469679327,-7.450614578420883
67,67,0.004513173109669353,0.004488818715081403,-7.434055222899801,-7.451913400452485
68,68,0.004508474078413444,0.004485734566850097,-7.437545225610375,-7.45489834815713
69,69,0.0045053270770256055,0.0044593834563305505,-7.437006051992987,-7.48048588085536
70,70,0.004523261008572947,0.004464871348126938,-7.42971604207776,-7.475144568942823
71,71,0.0044762535673594965,0.004484260185180526,-7.458999457898226,-7.456326032000391
72,72,0.004504334095135792,0.004490170946442767,-7.443111105714937,-7.450605309798469
73,73,0.004518780372460785,0.004474846278562357,-7.426681800118202,-7.465452855570681
74,74,0.004503736181242257,0.00448368737278016,-7.440501029879183,-7.4568808284315145
75,75,0.0045301610911169,0.0044805435218701235,-7.4133390605431675,-7.459927062233788
76,76,0.004532485581051136,0.004479536198471722,-7.422884890413165,-7.460903560231387
77,77,0.0045090158057120655,0.0044817011068133935,-7.438028019232911,-7.458805171955582
78,78,0.0045171569860012264,0.004455488199662221,-7.424004340222792,-7.484281086551164
79,79,0.004501350747286966,0.0044659444523092945,-7.443090885550781,-7.4741008944621
80,80,0.004512027237257085,0.00446369219571352,-7.435127592058365,-7.476291672588181
81,81,0.004508948136005819,0.004460912295862248,-7.440214361688069,-7.478997215911331
82,82,0.004498050360911593,0.004500314005111393,-7.4445856807687205,-7.440805891186194
83,83,0.004480751749780989,0.004473051595452584,-7.456896539472011,-7.467194987617257
84,84,0.004500737101722931,0.004464639791924702,-7.441671803027489,-7.475369807658194
85,85,0.004508282139551701,0.004492108195431922,-7.437049389655909,-7.448731984452377
86,86,0.004505900090041849,0.004456008147252233,-7.4394555443773385,-7.483774302144399
87,87,0.004509874739559348,0.004494548113526483,-7.440807832152181,-7.446373725820089
88,88,0.00451227498826446,0.004493351756153922,-7.440678447861807,-7.447529883356085
89,89,0.004519374901908882,0.004492694462992643,-7.428845895270029,-7.448165221271079
90,90,0.004512928560683408,0.004492513002141526,-7.435472474339038,-7.448340637245919
91,91,0.004520983742454003,0.0044777230604698785,-7.430952645364114,-7.462661767328269
92,92,0.004505868597897058,0.004478106667336665,-7.440863574722883,-7.462289722859738
93,93,0.004511528139569096,0.004503053196362759,-7.433292571004571,-7.43816328946746
94,94,0.004512186671040722,0.0044785037293638055,-7.433510570894343,-7.461904662351719
95,95,0.0044921278742324445,0.004489683546125889,-7.451482443406919,-7.4510767545607015
96,96,0.00450140007857963,0.0044681855330341745,-7.442874302602003,-7.471922083510557
97,97,0.004499055982865009,0.004492335364614662,-7.445322053354251,-7.4485123641233395
98,98,0.004507073825321247,0.004482152553177194,-7.439144216544394,-7.458367724687305
99,99,0.004499542378081181,0.004475978448202736,-7.445574811798331,-7.464354196966527
100,100,0.00450177532476709,0.004481179198544277,-7.439995106505924,-7.459310951066474
101,101,0.004517104231858069,0.0044579489499722656,-7.428618338551755,-7.481883155673986
102,102,0.004513382878077706,0.004492197675924552,-7.429847862494111,-7.448645476079343
103,103,0.004506228294838028,0.004472798153169845,-7.43387443404713,-7.467441065045333
104,104,0.004507238837439068,0.004492048370210748,-7.441655398083736,-7.448789823523291
105,105,0.004501939107923163,0.0044780301028176355,-7.4379855436179625,-7.4623639770811225
106,106,0.004522369622454508,0.004472670218858279,-7.4313446225974555,-7.467565286971457
107,107,0.004526018817937866,0.00445151378057505,-7.426007643755149,-7.4881568427185385
108,108,0.004498663142361899,0.004455504081162967,-7.441266935203295,-7.484265606236691
109,109,0.004501305731762315,0.004485804710145059,-7.44764855056019,-7.4548304381920625
110,110,0.004507889030213209,0.004490025267985307,-7.441257790362997,-7.450746213958473
111,111,0.004516981018841574,0.0044840796066350054,-7.433058534575025,-7.456500923379846
112,112,0.004509905823650434,0.004466591378379809,-7.432163460350168,-7.473471831386529
113,113,0.004518484039059312,0.004483685142507679,-7.435249332639582,-7.456882988696476
114,114,0.004533630877387585,0.0044697605710672704,-7.423020936260569,-7.470391462659468
115,115,0.004509255794097775,0.004465132191973298,-7.4342615482459475,-7.474890855620906
116,116,0.004491969736619401,0.0044907936826348305,-7.451217347035305,-7.450003033977335
117,117,0.004516700239487223,0.004485146044508407,-7.431615259705566,-7.4554681740569775
118,118,0.0045244089308550065,0.004479209475807454,-7.428152918638218,-7.461220331921144
119,119,0.004510760552144235,0.004474985731863662,-7.441140783537016,-7.465317514931495
120,120,0.0045071818779424296,0.004491301694590794,-7.442017086863059,-7.4495117749109685
121,121,0.0044927847014797715,0.004458477500041849,-7.451540912556122,-7.481368271420333
122,122,0.004511142706440896,0.004506897475374372,-7.4367682006268865,-7.434457277472989
123,123,0.004512614791387135,0.004485739247971459,-7.437092379312485,-7.454893816047425
124,124,0.004517557953974021,0.004482182870177846,-7.430308510646626,-7.45833834937844
125,125,0.00449689641383659,0.004485510240652059,-7.446914301923648,-7.455115539042152
126,126,0.004522659100553731,0.004496786792419459,-7.424734788916604,-7.444211097199904
127,127,0.0045091320098060925,0.004481697504065539,-7.432237523578516,-7.4588086631614985
128,128,0.004517376552499139,0.004486550160340573,-7.431445473888253,-7.454108788386938
129,129,0.004508203908455433,0.004497840142759837,-7.441856046322341,-7.443193902722076
130,130,0.004522126187215147,0.0044867536053061485,-7.429808309405347,-7.4539118597456175
131,131,0.004508971894332736,0.004475931024276896,-7.444540348935144,-7.464400211617067
132,132,0.004508444540125807,0.0044967526275860635,-7.444746730290105,-7.444244093327292
133,133,0.004491461853775167,0.004489320894017031,-7.453814689856223,-7.451427568085437
134,134,0.004507576595492584,0.004482355704040904,-7.438513192948021,-7.458170887790988
135,135,0.004497721844074345,0.004494747220489539,-7.454189409819495,-7.446181339093064
136,136,0.004517856654086986,0.004484292756962149,-7.4362063381633705,-7.456294486788771
137,137,0.004509986647087889,0.004476276716511501,-7.444043804586372,-7.464064803337127
138,138,0.004497236341775693,0.004470527588732932,-7.445837249631674,-7.469646270704617
139,139,0.004507835603981596,0.004488698427418345,-7.4331741008596195,-7.452029780666481
140,140,0.004518966310532745,0.004480529012844751,-7.440138411908408,-7.45994112570584
141,141,0.004503893238713139,0.00447206382982825,-7.441182093607699,-7.468154128201611
142,142,0.004510631818401138,0.0044847169498863975,-7.43686722185339,-7.455883684141829
143,143,0.004513556248095539,0.004463229597987313,-7.437779646624585,-7.476741779903234
144,144,0.004509769130459766,0.0044753775245657094,-7.432220122593146,-7.464937299282626
145,145,0.004503100279949068,0.004491554867280157,-7.443284183512846,-7.449266971932694
146,146,0.004511945602512851,0.004464094845676108,-7.437129409275746,-7.475899932381569
147,147,0.0045062297638313676,0.004482048539150702,-7.439160342603703,-7.458468509391447
148,148,0.0045409905340176885,0.0044802076820480196,-7.413089496251065,-7.460252600524704
149,149,0.004509451199015698,0.004473642568643156,-7.441712477758826,-7.466621241848634
150,150,0.004490975861812068,0.004463727365394956,-7.455875300650112,-7.476257454416909
151,151,0.004515808286894228,0.004463326896687872,-7.430131024011529,-7.476647104450778
152,152,0.004530849213683114,0.004490248589335303,-7.420335251558545,-7.450530213351908
153,153,0.004496517739998004,0.004490286577492952,-7.450966896561759,-7.4504934715610505
154,154,0.004509914983255961,0.004482760020580731,-7.441587929604437,-7.457779164030354
155,155,0.004520202079576622,0.004478299058973789,-7.431716912172432,-7.462103142151061
156,156,0.004504038774667634,0.004471185200504567,-7.441285059442823,-7.46900747325965
157,157,0.004502803610503366,0.004490565900739871,-7.440739557919387,-7.450223322273692
158,158,0.004496692286170635,0.004497107314436059,-7.43953550351468,-7.443901551764871
159,159,0.00453503658399754,0.004513329262600133,-7.4210804350830255,-7.42826388509947
160,160,0.004513555163152746,0.004481987611047532,-7.438576197485542,-7.4585275469467565
161,161,0.004523489317021419,0.004484952157853465,-7.4305728024248285,-7.45565591760776
162,162,0.0045123658978293854,0.0044819643770001435,-7.435041590879803,-7.458550060272544
163,163,0.004514081398812458,0.004469203125489385,-7.436149068590354,-7.470933126205645
164,164,0.0045368080555470945,0.004468297732895927,-7.418184181542352,-7.471813029916694
165,165,0.0045088553685963765,0.004467663624765058,-7.436070632934961,-7.4724293926148
166,166,0.004513445372702842,0.00448327060592802,-7.433115223358757,-7.457284531771454
167,167,0.004514844363228869,0.00446647111522524,-7.439639494816763,-7.473588766926712
168,168,0.004544006550166103,0.004479993379821903,-7.418462691496284,-7.4604603420109425
169,169,0.004538863268440839,0.004458309837469929,-7.417229620162301,-7.481531592417143
170,170,0.004507529227658338,0.004512196529264513,-7.440068149841739,-7.429353992980286
171,171,0.004520419701818645,0.004487933885110052,-7.429175688289826,-7.452769560340898
172,172,0.004525506801749628,0.0044657924996787,-7.423959365479442,-7.474248664575214
173,173,0.004515515361941352,0.004446076229214668,-7.430562600181906,-7.493465019072514
174,174,0.00451005703395175,0.004489976863719915,-7.438089625211102,-7.450793032890255
175,175,0.004518347696314768,0.004475420487946586,-7.4330004390367135,-7.464895607448642
176,176,0.004515741721333302,0.00445527583360672,-7.4339526708409505,-7.484488093280824
177,177,0.0044993170940307615,0.004467638086919722,-7.44546828414276,-7.4724542176194095
178,178,0.004523966869473765,0.004472130566443268,-7.425729525881114,-7.468089318913353
179,179,0.004513751028931325,0.004483772049608983,-7.437556871704034,-7.456798810375402
