,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.015752377651017353,0.015720829416654612,-5.012219932433949,-5.029356003911452
1,1,0.015483604504045137,0.015429623621074777,-5.092063971546629,-5.110557233494621
2,2,0.015193847891365745,0.015175016449862406,-5.170755387146301,-5.182818851537556
3,3,0.014955637026002113,0.014959669819003657,-5.239854060905853,-5.244890475377275
4,4,0.01474953193179111,0.014766336663773185,-5.297597085197376,-5.301382898231082
5,5,0.014600012115366066,0.014614627598539778,-5.349356513924283,-5.346233022862
6,6,0.0144687801906743,0.01448233528552871,-5.3871100443322595,-5.385724579187
7,7,0.01431248534816442,0.014387915106980424,-5.422410473128531,-5.414131889944832
8,8,0.014242324766885374,0.014318440697695079,-5.456748525065748,-5.435153305341897
9,9,0.014218907678480615,0.0142747919124208,-5.466144087187697,-5.4484126954709
10,10,0.014157062396407127,0.014252616288630586,-5.476615589576043,-5.455164625346071
11,11,0.014172895187416027,0.014240562082513383,-5.480911068810547,-5.458839242087351
12,12,0.014153286517050463,0.014240588943817113,-5.48220861770927,-5.458831050202145
13,13,0.014143931967465533,0.014246871302786627,-5.489888852937165,-5.456915545025898
14,14,0.014177529582965006,0.014262602125343523,-5.477451436803361,-5.452122885390979
15,15,0.014183880655651855,0.014274561140490206,-5.4775894029793415,-5.448482905801657
16,16,0.014143833256873888,0.01427882914676478,-5.476619550625184,-5.447184586009203
17,17,0.01419825200951591,0.014295650155920731,-5.471866228493427,-5.4420714413580376
18,18,0.014183932665697079,0.014304337483879766,-5.464102089489553,-5.439433077482748
19,19,0.014251652567349758,0.014283195088960622,-5.460755562674267,-5.44585687575794
20,20,0.014148397995255043,0.014254219732002207,-5.48233359528544,-5.4546760642103695
21,21,0.014154878502577236,0.014242019798410567,-5.486429279970619,-5.458394705160517
22,22,0.014141808177546128,0.014254072239916576,-5.481899635455544,-5.4547210020123105
23,23,0.014133931310444148,0.014258284415853651,-5.485188033481434,-5.4534378216693655
24,24,0.014173650710853105,0.014253714170895125,-5.476732683667612,-5.454830100205992
25,25,0.014180276734927265,0.014248690911029515,-5.477565465475713,-5.456360900190848
26,26,0.014144199362658347,0.014265035867298903,-5.481409875500377,-5.451381877176815
27,27,0.014182164400969585,0.01426433619896048,-5.474944897425855,-5.4515948942021435
28,28,0.014169268559702892,0.014272112987543406,-5.480019255411256,-5.449227804708961
29,29,0.01419509337619715,0.014265031700855807,-5.473189662127496,-5.451383145637356
30,30,0.014159111805336992,0.014272297977616913,-5.478071479342521,-5.449171513361257
31,31,0.014177497121092585,0.014274485066140952,-5.474090501097487,-5.448506051002275
32,32,0.014213174514318864,0.014278655626664036,-5.4694399242823835,-5.447237362941662
33,33,0.014160021976327774,0.014275969300223025,-5.477481169412,-5.448054503251752
34,34,0.01416603592944514,0.014278016298225052,-5.472873260145651,-5.447431823146234
35,35,0.014184599319837758,0.014281970742893847,-5.475889652437963,-5.446229166081192
36,36,0.014188344974416433,0.014277888952117217,-5.469143333926323,-5.447470558189959
37,37,0.014170671381133119,0.014287160268347514,-5.4796842924317755,-5.44465139159997
38,38,0.01417299567424145,0.01428675813306319,-5.468036922109367,-5.44477363254188
39,39,0.01419702568811547,0.014285709169742308,-5.4651924052484535,-5.445092512236346
40,40,0.014214647079328286,0.014295287871439206,-5.4681456586858035,-5.4421815029104526
41,41,0.014181467944506518,0.014287220706280909,-5.469131162444895,-5.444633019995704
42,42,0.014158775213837009,0.014289444263436292,-5.475723203649087,-5.443957168838298
43,43,0.014170832893590337,0.014292261955377302,-5.468282439971591,-5.443100881214123
44,44,0.01424468873241513,0.014287585490628293,-5.464429220448084,-5.4445221364236005
45,45,0.014195667368542287,0.014293824469572619,-5.467974628918737,-5.4426261108775975
46,46,0.01420673437070908,0.014296292964565126,-5.465473072541735,-5.441876163796068
47,47,0.014170004611777276,0.014290579398603816,-5.476138106120633,-5.443612184561477
48,48,0.014171176666835534,0.014291052951624519,-5.472137631690828,-5.443468272932303
49,49,0.0141400821103724,0.014293200189345762,-5.475495392023104,-5.4428157923578935
50,50,0.014181382080405643,0.014295140134268686,-5.476175630980713,-5.44222638607059
51,51,0.014200244646173777,0.014296422957589752,-5.463911840717022,-5.441836674540528
52,52,0.014189186803612513,0.014293459097021505,-5.470807333357376,-5.442737124771188
53,53,0.014140588941878265,0.014296278161437888,-5.473898162375027,-5.4418806607099315
54,54,0.014189352166176457,0.014290369507905683,-5.4660819117350465,-5.443675971367368
55,55,0.014206870929482057,0.014292045398370215,-5.465897136231027,-5.443166686211274
56,56,0.01420054258298628,0.014298137179330775,-5.462702653404268,-5.441315962181106
57,57,0.014193744437058562,0.014294266602710673,-5.4665596207432765,-5.442491778031341
58,58,0.014169197097497503,0.014289821302028079,-5.471768749741722,-5.443842578223985
59,59,0.014211716629641572,0.014297688183815856,-5.464603588990902,-5.44145234311928
60,60,0.014209627241049846,0.014299058747526846,-5.4630484585232075,-5.441036052232303
61,61,0.014201328350403873,0.014292082945375066,-5.467664456425981,-5.44315527676277
62,62,0.014153264405340264,0.014298374666587302,-5.471653750405055,-5.441243827925298
63,63,0.014215755161166806,0.014290981680939072,-5.466315756251001,-5.443489931618123
64,64,0.014159893300192258,0.014287793077528477,-5.481655560671089,-5.444459037455339
65,65,0.014180859925282984,0.014293755845803963,-5.471120432916212,-5.442646961137553
66,66,0.014217075162096736,0.014293716289103031,-5.463247527478425,-5.442658979868594
67,67,0.014233651772602317,0.014292041378978052,-5.4621033499062595,-5.443167907590043
68,68,0.014197253382083067,0.014294362381884926,-5.469763544536333,-5.442462678093123
69,69,0.01420588968033643,0.014295981118553564,-5.468696549644319,-5.441970897780246
70,70,0.014209454447107831,0.014291908493951747,-5.466124726945154,-5.443208287757171
71,71,0.01417696037204917,0.014294797897731004,-5.469633202506666,-5.442330360720456
72,72,0.014208367507251882,0.01428929000700775,-5.462925608300235,-5.444004051751362
73,73,0.014162291916682548,0.014295789119052259,-5.471362012330053,-5.442029225280259
74,74,0.014205356675785841,0.014298927480060803,-5.472518222913765,-5.441075921288609
75,75,0.014214414632735178,0.0142818403577334,-5.46733282366635,-5.44626881454092
76,76,0.014196369460947121,0.014296904696445716,-5.470164723542517,-5.4416903351361645
77,77,0.014201449393534783,0.014289327063842824,-5.46976360786362,-5.44399278907973
78,78,0.01420222766236546,0.01429363707766721,-5.4663558855862195,-5.442683047216866
79,79,0.014204554067751797,0.01429352752472225,-5.467574447383905,-5.442716333651623
80,80,0.014222283636402223,0.014295866320791998,-5.46205329976829,-5.442005772081034
81,81,0.014162360133660823,0.014291170886472651,-5.472512838996721,-5.443432433556012
82,82,0.014192970565606639,0.014291685368669661,-5.471069812865558,-5.443276090342984
83,83,0.014212782129875779,0.014294462327502276,-5.467104143637749,-5.44243231250059
84,84,0.014181361677720375,0.014294214301595562,-5.4662186825411085,-5.442507668407445
85,85,0.014191703246810386,0.01429952779098561,-5.467010037164933,-5.440893595551336
86,86,0.01423116988435234,0.014298012137020888,-5.463738335815825,-5.441353942948787
87,87,0.01418824656146396,0.014298254231873312,-5.462417089347525,-5.441280408552967
88,88,0.014192146575558432,0.014297349574534516,-5.472428120394421,-5.441555197428238
89,89,0.014151959612811963,0.014294534137374476,-5.473333730070866,-5.442410495273615
90,90,0.01424095903513665,0.014289950608815017,-5.465320080836486,-5.4438032796430065
91,91,0.014197998536155396,0.014291332348396904,-5.470173557136528,-5.443383367158878
92,92,0.014168673319761287,0.014294730352335855,-5.47497722457163,-5.442350881935171
93,93,0.014183187905276558,0.014295153859022417,-5.468600783198802,-5.442222216414404
94,94,0.014189254252489694,0.014289640380363716,-5.471456351622357,-5.443897564060574
95,95,0.01420320913234015,0.014293972108709184,-5.466304584878157,-5.442581253371949
96,96,0.014215452270102255,0.014301348379568049,-5.465589560068437,-5.440340695303439
97,97,0.014195476159376582,0.014289237705892638,-5.466852023531289,-5.444019947661689
98,98,0.014183445065522316,0.014289704641621364,-5.462577191903141,-5.443878033655257
99,99,0.01419384766984539,0.014296242869214007,-5.471634721844117,-5.44189138184786
100,100,0.01418622812621065,0.014286386437321963,-5.4705614190103615,-5.444886623542203
101,101,0.014183121416525743,0.014293588550859377,-5.476779152350183,-5.442697791512195
102,102,0.014172109131960525,0.01429622066452315,-5.465918662050495,-5.441898127244038
103,103,0.014211861023045693,0.014304956862408864,-5.466107948339199,-5.43924503182585
104,104,0.014176242629584578,0.014285791077111898,-5.469992764664829,-5.445067611955762
105,105,0.014198667619415779,0.014288043799368958,-5.470148613313829,-5.444382828235441
106,106,0.014227920519092033,0.014291288968371717,-5.466241050268053,-5.443396549788528
107,107,0.014222957789129818,0.014290275346291693,-5.468312356597891,-5.443704587845107
108,108,0.01422291094456444,0.014291475772073394,-5.469421712133324,-5.4433397828399315
109,109,0.014223393120025237,0.014290720273397471,-5.459081848265097,-5.443569372550669
110,110,0.014139529336819943,0.01429339351230546,-5.475562783848882,-5.442757052169748
111,111,0.014156707072841753,0.014288806993710367,-5.476414722064846,-5.444150856494697
112,112,0.0142021029611531,0.014294357333136233,-5.469720803342156,-5.4424642120153965
113,113,0.014180071402302723,0.014294619279864588,-5.466225131440109,-5.442384627481665
114,114,0.014199584213651946,0.014295763924325766,-5.466925760517638,-5.442036879240623
115,115,0.014175253430592645,0.014291912072191113,-5.468699670244421,-5.443207200422043
116,116,0.01419652735372794,0.014292078827948947,-5.467638846784388,-5.443156527927982
117,117,0.014171393568982784,0.01428892409526988,-5.47047240561305,-5.444115264753028
118,118,0.014219027963111695,0.01429500974910824,-5.467891407874661,-5.442265998004025
119,119,0.014199742576894686,0.014291574688334214,-5.468623213695287,-5.443309723916512
120,120,0.014195988588419157,0.01429641972246923,-5.466212160937194,-5.44183765730045
121,121,0.014150866076887883,0.014290040898087778,-5.474959643242072,-5.443775839373877
122,122,0.01419415470865584,0.014298274230800177,-5.467848249877849,-5.44127433409285
123,123,0.014178715396634083,0.014295178661613088,-5.477153544916781,-5.442214681260165
124,124,0.014173520796154578,0.014293368856765722,-5.4695309422164105,-5.442764543584633
125,125,0.01417478722203331,0.014288732487904398,-5.472347289359759,-5.444173501873544
126,126,0.014213730753927501,0.014292829130825243,-5.466679990074237,-5.442928538809055
127,127,0.014186135896471972,0.014299016887027966,-5.470693384778431,-5.441048766223205
128,128,0.014168377159182559,0.014297528780604663,-5.471288098448904,-5.441500762360237
129,129,0.014141017897534617,0.014291018100553438,-5.472563893579851,-5.443478863926798
130,130,0.014189313636305406,0.014290212555543372,-5.465157365944011,-5.443723670567281
131,131,0.01420078359390657,0.01429140754044056,-5.46855970160236,-5.443360517362272
132,132,0.014201013553772391,0.014293450911186244,-5.47010965478832,-5.44273961196766
133,133,0.014183390242306842,0.014290654590647472,-5.469193852683363,-5.443589333560954
134,134,0.014240247706316182,0.014288601710608131,-5.461963140307169,-5.44421325075826
135,135,0.014194754489995156,0.014290404702095609,-5.4746292400166086,-5.443665275616183
136,136,0.014191022402002025,0.014293426304663482,-5.468949557526273,-5.442747088459039
137,137,0.014170774057046654,0.014291507535074887,-5.471717738454519,-5.443330130596058
138,138,0.014193746472526457,0.014293534338082137,-5.468625606252322,-5.442714263481126
139,139,0.01421824421195947,0.014293087646365166,-5.4642765007001,-5.442849988330263
