,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0031444396218765027,0.0030905770530041897,-8.991912205194877,-9.099058967542351
1,1,0.0030082310909962224,0.002939154847378009,-9.195243838803389,-9.31723005284283
2,2,0.002871358654336985,0.0028047557724149605,-9.401912061413869,-9.520504219613283
3,3,0.0027304308071310064,0.002686156033489265,-9.617638025911154,-9.708142360970117
4,4,0.002617651207814204,0.002574517465147533,-9.796660686161214,-9.892496301065279
5,5,0.0025246032854522936,0.002471383379184102,-9.965428525793333,-10.07005350884147
6,6,0.0024110713359160522,0.0023810545987400567,-10.154361498324587,-10.231761183668516
7,7,0.002326173976678209,0.0022898091150349693,-10.3072789111018,-10.4014619263728
8,8,0.002241911114548746,0.0022123704394815783,-10.467517136566073,-10.55087625445855
9,9,0.002173065908790864,0.0021475095203832575,-10.608886637298966,-10.680103746388614
10,10,0.002121391329319053,0.0020813127232127285,-10.717526030286615,-10.816081333623028
11,11,0.00203824611188671,0.0020236790756155785,-10.869967642437901,-10.938038312683053
12,12,0.0019917414912512315,0.0019726471938683013,-10.989716543466095,-11.048960534400017
13,13,0.001947461023744311,0.001923711572185551,-11.084184984378558,-11.158055149540328
14,14,0.0019042291726494574,0.0018781060965633706,-11.189434749343137,-11.262253500078305
15,15,0.001856788156371679,0.0018393160517964709,-11.293854287742464,-11.352891114980988
16,16,0.001838425283569881,0.0018152063222307909,-11.339952285826453,-11.410194769742006
17,17,0.0018140985078379972,0.0017878472388378884,-11.400827851421791,-11.476150643654206
18,18,0.0017933559510376804,0.0017742263888450044,-11.447606509851969,-11.509364380600564
19,19,0.001765636799223337,0.0017527130395664197,-11.505975477224137,-11.562346547981381
20,20,0.0017656092555982242,0.0017454636430269794,-11.513780480429311,-11.580346653218264
21,21,0.001750028961021261,0.0017460907662385388,-11.556212311786812,-11.578786567816415
22,22,0.0017657350885595397,0.0017455416780553367,-11.513478274573728,-11.580152496068104
23,23,0.0017437506911162403,0.0017445397403973498,-11.560864477166657,-11.582646053987574
24,24,0.0017472258456934667,0.0017511670318383135,-11.551418185688076,-11.566179000320986
25,25,0.00175968732459221,0.0017497601281655463,-11.525856466707992,-11.5696695644294
26,26,0.0017630379531801362,0.0017528531239613106,-11.51248816493068,-11.561999454947639
27,27,0.001971568990277952,0.0017567487972739496,-11.03125284658537,-11.552358075920594
28,28,0.0017551525613561888,0.0017616589198281105,-11.532439162253954,-11.540236453376778
29,29,0.0017617642123386572,0.0017611229191779305,-11.523774965825691,-11.541558034656031
30,30,0.0017757767993841589,0.0017531422812393622,-11.489602700609641,-11.561283085437523
31,31,0.001760370935764663,0.001764150232223696,-11.52272507697944,-11.534099062726831
32,32,0.0017695437922363275,0.001766333687364271,-11.505799678021528,-11.528727206281461
33,33,0.001757435578632063,0.0017631055640154763,-11.52044460251513,-11.536671564851561
34,34,0.0017629113449167805,0.001759336820166362,-11.511544813807394,-11.545964805753242
35,35,0.0017637663518472277,0.001764085597211593,-11.517787472328013,-11.534258182640883
36,36,0.001766509803722507,0.0017626202162845355,-11.51021952987648,-11.537867255360796
37,37,0.0017442847338034627,0.0017639731216293416,-11.55262783197362,-11.534535091437647
38,38,0.0017546722413395944,0.0017657349511098705,-11.539195362434612,-11.530199589071874
39,39,0.0017741248455647495,0.001762741184058158,-11.49258110083132,-11.537569211383868
40,40,0.0017507726220970916,0.0017653755463757797,-11.54575756702565,-11.531083659357613
41,41,0.0017692790865974943,0.0017643614708887118,-11.499960733133424,-11.5335790713287
42,42,0.0017615772553325928,0.0017561617025517319,-11.520231496447684,-11.55380970413942
43,43,0.0017615630886680686,0.0017581442003383448,-11.52760045592643,-11.548909800919638
44,44,0.0017726381582966477,0.0017567305445769115,-11.498273300259825,-11.552403199542123
45,45,0.001776779236118357,0.0017637891486581218,-11.4921284367506,-11.534988060998352
46,46,0.0017648598037602514,0.001756255030877104,-11.510143820280643,-11.55357891161222
47,47,0.0017586584831828002,0.0017542431229039242,-11.520211315709306,-11.55855689814426
48,48,0.0017469555893240823,0.0017571388927631471,-11.546583924391145,-11.551393808795325
49,49,0.0017568006794707676,0.0017602832583514484,-11.52893684988201,-11.543629139505278
50,50,0.0017692043395597756,0.001757339598905099,-11.500844220750302,-11.550897771785934
51,51,0.0017478898102801638,0.0017545842933223436,-11.550706971961091,-11.557712351445327
52,52,0.0017603716978649656,0.0017571696938064537,-11.527592688493385,-11.551317681598093
53,53,0.0017461347460900386,0.0017530439225466627,-11.55099969255928,-11.56152674983533
54,54,0.0017523993918019318,0.001753157090493723,-11.544472743523087,-11.561246399594312
55,55,0.0017487323583708597,0.0017571378143896397,-11.543104507383193,-11.551396474104308
56,56,0.001750392012403721,0.0017544007860124111,-11.544890533732799,-11.558166592260623
57,57,0.001756037356207128,0.001759713485003694,-11.528542366867697,-11.545035103436883
58,58,0.0017496603877120412,0.0017497691963064043,-11.555010388139655,-11.569647057153876
59,59,0.0017527454801518278,0.0017468829357408378,-11.534099909475547,-11.576816699853861
60,60,0.001770266330532115,0.0017521711813874151,-11.501824860792837,-11.563689394159201
61,61,0.0017518070154372103,0.0017522882890740508,-11.543972731371145,-11.563399139855841
62,62,0.001759277463448954,0.001751746185810158,-11.525935589056884,-11.56474291920331
63,63,0.001750112155970839,0.001756724411327588,-11.552405861664031,-11.55241836203244
64,64,0.0017513540866256681,0.00175692208454405,-11.551436474209813,-11.551929705092585
65,65,0.0017664158289541596,0.001762519572175255,-11.51313062889537,-11.53811524088155
66,66,0.001744690067950905,0.001757692894898355,-11.557364013115109,-11.55002475282445
67,67,0.0017538082260235223,0.0017541031978142105,-11.533827193967792,-11.558903321722891
68,68,0.001746859383462093,0.0017515076324343681,-11.558389267051936,-11.56533438314101
69,69,0.0017533080025873694,0.0017516397148076642,-11.538742864982074,-11.565006891087606
70,70,0.0017611320927431902,0.0017596689530795342,-11.518733412600302,-11.545145008906223
71,71,0.00174325804427727,0.0017615413097174543,-11.559782657132228,-11.540526402393382
72,72,0.0017641230099882507,0.0017632176106991736,-11.5181061272472,-11.536395576213819
73,73,0.0017609545257729815,0.0017655470445261973,-11.516428273832691,-11.530661782646787
74,74,0.0017629304754346149,0.0017626241682783554,-11.517034457133082,-11.537857517998383
75,75,0.0017716200474995312,0.0017681711071513985,-11.502249435770878,-11.524211827789903
76,76,0.0017649700286673363,0.0017711559224775747,-11.513984460764227,-11.516886767844241
77,77,0.0017755537452272226,0.0017768232715561201,-11.496953333454837,-11.503012388144839
78,78,0.001767768811424906,0.0017765182572858113,-11.49963805615345,-11.503757973750652
79,79,0.0017876679740231676,0.0017821948767002475,-11.456739299522607,-11.489902816081567
80,80,0.0017701671494785504,0.0017810274883614558,-11.499828664092536,-11.492748500577076
81,81,0.0017778604020143754,0.001787561371824459,-11.481417751577126,-11.476845112344495
82,82,0.0017937063239514828,0.0017821598663239886,-11.44308665740441,-11.489988132018478
83,83,0.0017962468327167107,0.0017831979233673529,-11.435771251017478,-11.487459227570929
84,84,0.0017784301133960793,0.001785117158617236,-11.478798296044722,-11.482787480038983
85,85,0.0017927048017376476,0.0017857809404009267,-11.44851966738592,-11.481172890312974
86,86,0.0017868354496517287,0.0017966619496674913,-11.456348847146952,-11.454791022081427
87,87,0.001787391416824509,0.001786198736609597,-11.460904467170302,-11.480156946185517
88,88,0.0017866056938127604,0.001793413631323921,-11.456295540343152,-11.462650060618229
89,89,0.001772313679990925,0.0017919155744541633,-11.48116979338113,-11.466279283111525
90,90,0.001790682241541439,0.0017964337021112442,-11.451773009143373,-11.455342783926511
91,91,0.0017918343739776114,0.0017916588541610462,-11.444208724634375,-11.466901523330641
92,92,0.0017866743740520066,0.001791491877826813,-11.452141536105731,-11.467306289448745
93,93,0.0017920848841481295,0.0017904869623874362,-11.444098927163179,-11.469743094695337
94,94,0.0018004889710393455,0.0017985401148172585,-11.432611101358285,-11.450253436598226
95,95,0.0018042583671427264,0.0018018980780126232,-11.415889770020584,-11.442152504262102
96,96,0.0017940744243984676,0.001799542585534877,-11.450318132539133,-11.447833439347168
97,97,0.0017938400371499436,0.0017976120273631654,-11.430501225871964,-11.452495072953134
98,98,0.0018147341751003849,0.001805489607106306,-11.398822214352297,-11.43350479617804
99,99,0.0018009433328394883,0.0018106690289354638,-11.425823954918673,-11.421063993190959
100,100,0.0017974452948504964,0.0018070189000450466,-11.43362852068773,-11.42982777494546
101,101,0.001825795214882447,0.001810976886190474,-11.37133600884817,-11.420325650953645
102,102,0.0018083063643137664,0.0018043767133923737,-11.406345497819537,-11.436182588491144
103,103,0.001802387391697116,0.0018055757789529469,-11.427252569712467,-11.433297522404251
104,104,0.0017850723804080301,0.0018098374314017985,-11.455240268978542,-11.42305906338538
105,105,0.0017916286597028375,0.0018047487093625885,-11.441106810731183,-11.435287325629355
106,106,0.001802040023978838,0.0018049434660688827,-11.42113429764816,-11.434818688644102
107,107,0.0017964721155669732,0.0018098181003312532,-11.42524965556623,-11.423105451099316
108,108,0.0017995072838360654,0.0018061472495135508,-11.425542294761982,-11.431923183834236
109,109,0.0018137843244872295,0.0018008443477906678,-11.394516282291555,-11.444692953618581
110,110,0.0017896973991228902,0.0018097682133022893,-11.44752752437575,-11.423225164566666
111,111,0.0017985436626105117,0.0018092604586854577,-11.42725220621057,-11.424443806637143
112,112,0.0018074860587504874,0.0018059749732186135,-11.411428365685637,-11.432337448024079
113,113,0.0018010259865178274,0.0018134434633937321,-11.4266481186423,-11.414414520728027
114,114,0.0017973180289005803,0.001805396401323378,-11.429786637207338,-11.433729000194017
115,115,0.0018126678667463286,0.001807274039540636,-11.404769884592802,-11.42921462223711
116,116,0.001796708073822263,0.0018061728547572305,-11.434575213528088,-11.431861615558352
117,117,0.001810548671031582,0.0018166326550080587,-11.409475174859356,-11.406783558560814
118,118,0.0018007814939393057,0.0018102424464335567,-11.425677193326056,-11.422087284860872
119,119,0.001809623666088452,0.0018047572628251817,-11.411183193424144,-11.435266742637475
120,120,0.0018064032282353831,0.001810634870229191,-11.417543560226061,-11.421145924661262
121,121,0.001798404060236956,0.0018038841846742127,-11.42637406344134,-11.43736821509547
122,122,0.0017992026693446888,0.0018141877555631492,-11.42619458237789,-11.412632410214984
123,123,0.001808904908290229,0.0018084179916370072,-11.404594587990227,-11.426466533653741
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125,125,0.0018098148884558955,0.0018082731035783102,-11.409486822116905,-11.426814498590545
126,126,0.0018358315333973656,0.0018152551063777584,-11.349711474196928,-11.410078053527
127,127,0.0018170592231080704,0.001809982852520127,-11.390034365991408,-11.422710120154377
128,128,0.0017936266790691418,0.0018092897708380693,-11.438820815283702,-11.424373446380551
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130,130,0.0017993772323195315,0.001810026165146969,-11.428983150448161,-11.422606195358924
131,131,0.0018123725546792765,0.0018085768434072012,-11.403374717082556,-11.42608506533307
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