,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.021516546760637734,0.021145213787492952,-6.659231822881598,-6.7539102822465065
1,1,0.020826505343477752,0.020414120762755995,-6.814124942906493,-6.906724290637898
2,2,0.0201465925105761,0.019761392258499797,-6.954032385115488,-7.047855697603472
3,3,0.01950325476985002,0.01915712027173293,-7.0997445032686235,-7.182728828162874
4,4,0.018981334398087767,0.018617381096670504,-7.225136218032599,-7.306845198170073
5,5,0.018376004930163167,0.01812373660504818,-7.346254479682681,-7.423553667527631
6,6,0.017938123382243914,0.01767064238849439,-7.460454513000455,-7.533507707510523
7,7,0.01755629347387663,0.017249758012200658,-7.561115539982306,-7.638201016769271
8,8,0.01712986189372761,0.016888552492386417,-7.6596224619015905,-7.730106805907804
9,9,0.016791621741560316,0.016549812335717052,-7.750014919632938,-7.81810035121559
10,10,0.01647704365403996,0.016245403376064803,-7.826914448224586,-7.898726092206423
11,11,0.016182564755844085,0.01597945034307869,-7.910302184932178,-7.9704127215189216
12,12,0.015909948693492364,0.01573282401812704,-7.976726619269017,-8.037964238161655
13,13,0.015689178753989872,0.015525800470066698,-8.040634631076966,-8.095491081149726
14,14,0.015514565180487855,0.015360234501330476,-8.09570473047455,-8.14205262614977
15,15,0.015352672926083053,0.015208011395052859,-8.144418854822533,-8.185306793741548
16,16,0.015169936779540838,0.015079153701663017,-8.185990476988488,-8.222261406477877
17,17,0.015090421235822524,0.015002149647395862,-8.215469827834417,-8.244496153764588
18,18,0.015072950536442786,0.014931665488371723,-8.22041192074971,-8.264948567037457
19,19,0.014965779829731922,0.014875088965422228,-8.254100881957804,-8.281435367885615
20,20,0.014882564439063835,0.014853383120345441,-8.272993461506367,-8.287777254807908
21,21,0.014915086117755506,0.014820272053935026,-8.2623660946163,-8.297469326320963
22,22,0.014870603876092384,0.014806192172201057,-8.27339732963566,-8.301597267715927
23,23,0.014893434212072608,0.01479783134632989,-8.273235675169527,-8.304050353617761
24,24,0.014869535101827272,0.014794882533973768,-8.275739043227176,-8.304915872707255
25,25,0.014855375561440728,0.014788664142160039,-8.278756051849115,-8.306741626272474
26,26,0.014859250621850957,0.014797184861412174,-8.272938508376214,-8.304240091532057
27,27,0.014880007478533332,0.014802991167495125,-8.274017899732971,-8.302536286310124
28,28,0.014920531320817693,0.014801895294926669,-8.270141236627332,-8.302857808508948
29,29,0.014847022567674057,0.014797189370974115,-8.282213019147814,-8.304238767984648
30,30,0.014840094180604847,0.014788806928615821,-8.28456510203778,-8.306699694783681
31,31,0.014894703287900109,0.014805702394560763,-8.269067111074628,-8.301740931422469
32,32,0.014831491246742686,0.014795378242668352,-8.286456855861486,-8.304770362971919
33,33,0.01490410022706408,0.014803011901676655,-8.270319869299158,-8.3025302032596
34,34,0.01489225748119895,0.014816507991207274,-8.267919680785088,-8.298572490482858
35,35,0.01489572864525097,0.014822414144873619,-8.266066545658916,-8.296841651575328
36,36,0.01490230313934309,0.014835139687516187,-8.269770753899724,-8.293114686553668
37,37,0.01487174438139827,0.014842463167090165,-8.266809268109464,-8.290971287811223
38,38,0.014878854251553103,0.014853641635885364,-8.266528784484748,-8.287701668731282
39,39,0.01493491891041859,0.014857092087990359,-8.265083749157165,-8.28669293409017
40,40,0.01493941207137919,0.014856853767445213,-8.261948762959229,-8.286762599221948
41,41,0.014945796297229443,0.014870876887519108,-8.26129414871323,-8.282665304215094
42,42,0.015030057006275532,0.014887757109184014,-8.239214776404483,-8.277738338878274
43,43,0.015001148542331666,0.014902319072892791,-8.242163144395143,-8.273492508186568
44,44,0.015027722084568334,0.014918675450117965,-8.236814467439732,-8.268728424896409
45,45,0.01496236467945207,0.014926352244066564,-8.251042885215416,-8.26649422403838
46,46,0.015026350467244988,0.014952624804879489,-8.228283436068567,-8.258856726202728
47,47,0.015018589276167536,0.01496259848538198,-8.237293710467965,-8.255960866442658
48,48,0.015060341283294958,0.014978687180892417,-8.226796309222161,-8.251293576980494
49,49,0.015065608306106218,0.015002341303778323,-8.223051324698211,-8.244440671863922
50,50,0.015088568643196342,0.01501533281254141,-8.214413749746623,-8.24068145927615
51,51,0.015106592308153812,0.01503281314906321,-8.211539164738596,-8.235628492241622
52,52,0.015101140268991902,0.015044175137422587,-8.20737002602325,-8.232347280016748
53,53,0.015104342415237549,0.015056928031538663,-8.212131023138545,-8.22866734055194
54,54,0.015097074028219758,0.015068881801868739,-8.209198240719825,-8.225220822902484
55,55,0.015171925354864179,0.015073701592260286,-8.192868695798866,-8.223831951642547
56,56,0.015221255889028003,0.015095436357353864,-8.177792596359275,-8.217574371333537
57,57,0.015195024363005284,0.015097812602394506,-8.19266638992016,-8.216890781361283
58,58,0.015204089712927636,0.015123740524837845,-8.183310981852477,-8.209438909937173
59,59,0.01521142336933576,0.01512849610298872,-8.178838345863946,-8.20807350916261
60,60,0.015163004427149738,0.01514444828621651,-8.18611469048162,-8.203496520745295
61,61,0.01518528334335568,0.015139666582016568,-8.181383210158886,-8.204867977546607
62,62,0.015234232169681602,0.01514973403199723,-8.170673641703415,-8.201981001874714
63,63,0.015244119992652504,0.015161726231637754,-8.167135275703373,-8.19854458122312
64,64,0.015245349194432042,0.015156408624821588,-8.166746820442569,-8.200068030691108
65,65,0.015164552640515505,0.015165265992675958,-8.182965723925037,-8.197530765753548
66,66,0.015229850421784465,0.015170034315241011,-8.170756407660853,-8.196165454598574
67,67,0.015263543003382757,0.015164944049167005,-8.163435293632153,-8.19762296312985
68,68,0.01524744562075003,0.01517426898997081,-8.171141359272594,-8.194953302280396
69,69,0.015277977082302276,0.015167276424012686,-8.164746360336236,-8.196955067729247
70,70,0.015212391503155231,0.01518302557891921,-8.17310682433008,-8.192447849525093
71,71,0.015253020402466514,0.015184130274543637,-8.170386810131953,-8.192131874452288
72,72,0.01529572988601075,0.015179720805271676,-8.15826983477119,-8.193393248170242
73,73,0.01529588334300776,0.015181837554432843,-8.160797874960227,-8.192787684733172
74,74,0.01522141647976391,0.01518175368638415,-8.175668138601393,-8.19281167625016
75,75,0.01527589807267656,0.015171412035430732,-8.159747246809761,-8.195771052651153
76,76,0.015237122937345627,0.015183647898466964,-8.171167688332257,-8.192269845210062
77,77,0.015247630185841285,0.01517338041020067,-8.16693283019629,-8.19520762529957
78,78,0.015276132593142618,0.0151804241989004,-8.15773411628319,-8.19319201067841
79,79,0.015222719707286236,0.015175218154725275,-8.172808818900952,-8.194681655505313
80,80,0.015242285325585567,0.015175799103943925,-8.167308555247764,-8.19451539877803
81,81,0.015269600843876293,0.015189108634857755,-8.168250649277857,-8.190708203806457
82,82,0.015231472209633626,0.015176820421689436,-8.173090767117658,-8.19422313229939
83,83,0.015302839794570637,0.01517769326700976,-8.156178829340659,-8.193973369176735
84,84,0.015292097247906566,0.015178802570230082,-8.164281794963728,-8.19365596477661
85,85,0.015284321501313411,0.015186129284924582,-8.160053058368106,-8.191560157785025
86,86,0.015255759815810267,0.01518066653883771,-8.165204440131486,-8.193122680562158
87,87,0.015279532314191773,0.015183509131403346,-8.161491548224628,-8.192309536624006
88,88,0.015185117193488116,0.01517672018197022,-8.182686774765815,-8.194251816634765
89,89,0.015266078908342062,0.015170331750261156,-8.168690048489339,-8.196080304414362
90,90,0.015266887997229075,0.015179645907329885,-8.165226354714829,-8.193414676655976
91,91,0.015257378732881596,0.015177416517154166,-8.16569193489041,-8.194052559096331
92,92,0.015230487360014129,0.01518689904754099,-8.167257244493024,-8.191340025861995
93,93,0.01525306789991782,0.01518413880349774,-8.166567764472951,-8.192129435012825
94,94,0.015224467636537306,0.015194710687195,-8.169609940392414,-8.18910673269502
95,95,0.01520515659574381,0.015176644107620967,-8.173853103282854,-8.194273585997646
96,96,0.015277201338603939,0.015183473594094577,-8.161261563838288,-8.192319701385674
97,97,0.01526978882701741,0.015180366947070548,-8.16162689883212,-8.193208389799537
98,98,0.015249310925449292,0.015171734959279237,-8.16376510680811,-8.195678613956176
99,99,0.01523221099806815,0.015172793775012619,-8.170293850436053,-8.195375536037535
100,100,0.015281802408166767,0.015184264679096247,-8.157199153175005,-8.192093432410402
101,101,0.015246811236456497,0.015183443007500548,-8.165414976990435,-8.19232845010994
102,102,0.015279883509213776,0.015181810251976314,-8.162255441064072,-8.192795494931925
103,103,0.015284809773576628,0.015179963537344807,-8.157567308771515,-8.193323802652461
104,104,0.01522996063468997,0.015174032336002901,-8.17191695865208,-8.195021034250816
105,105,0.015275682524307487,0.015195036650096116,-8.162448153414383,-8.189013567136456
106,106,0.015293342003733227,0.015177303778105661,-8.165487633363693,-8.19408481895324
107,107,0.015272485034674713,0.01519107544108441,-8.166186675584065,-8.190145881280518
108,108,0.015260824376774817,0.015179294161498547,-8.168646655589612,-8.193515313419477
109,109,0.01528526801308713,0.015180466010382301,-8.156043596966574,-8.19318004891066
110,110,0.01525383325504888,0.01518110278993845,-8.16149060097157,-8.192997877923855
111,111,0.015278454985200744,0.015183708238366404,-8.158113453400336,-8.192252586357991
112,112,0.015215950422757064,0.015184133117528338,-8.175922880030086,-8.192131061305648
113,113,0.015256507936673066,0.015177184176680288,-8.158447652546794,-8.194119042715567
114,114,0.015238010190120064,0.01517255427806001,-8.170830867826096,-8.195444088360462
115,115,0.015200848508741437,0.015182700400289736,-8.176129808236821,-8.192540864448905
116,116,0.015262392339939923,0.01518450858757684,-8.160465123634001,-8.192023671207814
117,117,0.015243581678603114,0.015178876879968141,-8.163334162511548,-8.193634703395784
118,118,0.015229280615590283,0.015178850949986986,-8.170741073542459,-8.193642122427796
119,119,0.015261564115734445,0.015192487228073571,-8.16201539486107,-8.18974228720162
120,120,0.015207637658285112,0.015186905321714125,-8.177152576553903,-8.191338231658847
121,121,0.015219173480554954,0.015180925397496475,-8.174314113418689,-8.193048625889839
122,122,0.015296895546627413,0.015188208241996012,-8.16080779405821,-8.190965656202993
123,123,0.015236834064126015,0.015178883252175231,-8.172057031714235,-8.193632880195148
124,124,0.01531890139329372,0.01518053581055842,-8.156162369456194,-8.193160079983743
125,125,0.015200515671335544,0.01517113156028484,-8.171814614247571,-8.19585134177246
126,126,0.015236898623022837,0.015173278209802351,-8.169980851303377,-8.195236877329979
127,127,0.015291898693774165,0.015178883105124297,-8.158272779291547,-8.193632922269
128,128,0.015238686541537034,0.015185952333635405,-8.171082400623456,-8.191610762790912
129,129,0.015265592729154322,0.015181963920201125,-8.160126098747451,-8.192751536455813
130,130,0.015248007342680213,0.0151882605921281,-8.1617212936286,-8.1909506871336
131,131,0.015258104463597549,0.015190491746915015,-8.1664185772818,-8.190312755593059
132,132,0.015248429596654534,0.015185021403196611,-8.170806156208094,-8.191877002494804
133,133,0.015272800080939052,0.015187079282967668,-8.156880263604474,-8.19128848486832
134,134,0.015217308550304974,0.015192600849427675,-8.171044694096524,-8.189709807370072
135,135,0.01519163533776384,0.01517615977086519,-8.177835269116745,-8.194412185898516
136,136,0.015231201962865506,0.015181194794805427,-8.167090820749902,-8.192971557645606
137,137,0.015279463041074498,0.01517452672123909,-8.15879791293848,-8.194879539045312
138,138,0.015287199115246227,0.015181057400217182,-8.161282575059982,-8.193010862840183
139,139,0.015284827833553566,0.015193644126779154,-8.16311146328108,-8.189411587173813
