,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.021516541537550306,0.021145208983829145,-6.65923287712062,-6.753911268855081
1,1,0.02082650639961675,0.02041410733210413,-6.8141247226701545,-6.906727147905168
2,2,0.020146589207741403,0.01976136265224532,-6.95403309709842,-7.047862204150386
3,3,0.01950322828956486,0.01915710105707771,-7.099750399848281,-7.182733184153127
4,4,0.018981266728381522,0.01861697258917909,-7.225151700944277,-7.3069404932574225
5,5,0.0183757393976155,0.01812328574688811,-7.346317235517718,-7.423661706863468
6,6,0.017937564358268817,0.017669843215691417,-7.460589858713915,-7.533704126055737
7,7,0.017555417627403418,0.017248484257020448,-7.56133220574906,-7.638521719976115
8,8,0.017128481712077082,0.016886708767790543,-7.659972394333858,-7.730580951414934
9,9,0.016789354115110084,0.016547008662631636,-7.750601452710509,-7.818836143787951
10,10,0.016473828402069426,0.01624131751687903,-7.827761992526774,-7.8998185177013935
11,11,0.01617821475932586,0.01597423248581196,-7.911469758472647,-7.971831078614456
12,12,0.015904707603694238,0.015726591509423758,-7.978157517266351,-8.039685022943107
13,13,0.015682559153161097,0.015518084903688808,-8.042467399260554,-8.09764984957148
14,14,0.015506103250783743,0.015349955935227243,-8.098074098804599,-8.14495975544056
15,15,0.015342878187363296,0.015197737485562501,-8.147190462412395,-8.188241700812288
16,16,0.015158988756233269,0.015066932494703093,-8.189125877424047,-8.225782661609362
17,17,0.015077489409019653,0.01498794996816861,-8.219193135975662,-8.24860873949993
18,18,0.015058984480721434,0.014915680071633113,-8.224437803166236,-8.269600490894689
19,19,0.014950336600394593,0.014858386969487918,-8.258584692478722,-8.28631443782674
20,20,0.014865351802448636,0.014833199644559309,-8.278019261548655,-8.293682665733492
21,21,0.014895467385265631,0.01480016063310598,-8.268082398066698,-8.303366796168039
22,22,0.014850439993453394,0.014785369760111758,-8.279290167280163,-8.307709185825221
23,23,0.014871661292062592,0.01477526613560162,-8.2795893323923,-8.310677964005992
24,24,0.014846822582953369,0.01477230276520315,-8.282377759615256,-8.311549085024797
25,25,0.014831710635617222,0.014764704594486639,-8.285679970760189,-8.313783464186738
26,26,0.01483520267281643,0.014771611086632075,-8.279972747226388,-8.311752438032277
27,27,0.014855408071319466,0.01477881378837322,-8.281203532790864,-8.309635315387744
28,28,0.014896707186840245,0.01477736440536223,-8.277081310653088,-8.31006125614383
29,29,0.014822971911083177,0.014774815816628305,-8.289253849397243,-8.310810329828556
30,30,0.014817573667801533,0.014767910893026152,-8.29116072268466,-8.312840454063503
31,31,0.01487329896040184,0.014785873605624625,-8.275312597651679,-8.307561192503949
32,32,0.014811843873683325,0.014774818561579051,-8.292213797122226,-8.31080952297122
33,33,0.014885446344761504,0.014783223845848912,-8.27575887736826,-8.308339556506388
34,34,0.014874614477541643,0.014799059858839763,-8.27306786030522,-8.303689818316538
35,35,0.014879082867242013,0.01480717604097567,-8.270922442252173,-8.301308689411147
36,36,0.014887425261213607,0.014819998049030178,-8.274108746394589,-8.297549621687892
37,37,0.014857554875467856,0.014828249174905451,-8.27095495922799,-8.295132333068725
38,38,0.014866756736156866,0.014839924185683853,-8.270061328814174,-8.291714264178992
39,39,0.014923220289122198,0.014845364580028936,-8.268486939758512,-8.290122409514181
40,40,0.014929754621128445,0.014847739697679094,-8.264757128885524,-8.289427635076393
41,41,0.014936869541547963,0.014864418802684859,-8.263888857545435,-8.28455175638325
42,42,0.015021886494125902,0.014881607488189874,-8.24157629317513,-8.279532630787198
43,43,0.014995403741438365,0.014896715402995286,-8.243826625807602,-8.275125878519793
44,44,0.015022153102015098,0.01491703921438832,-8.238424176901322,-8.269204772225226
45,45,0.014958087998183118,0.014923801645636559,-8.252284403255686,-8.267236405020421
46,46,0.015023186207585727,0.014951883227025209,-8.22919807280941,-8.25907212059727
47,47,0.015016974660462326,0.01496222394665605,-8.237760636072107,-8.25606957893531
48,48,0.015060592759592631,0.014979794768518523,-8.22672379170444,-8.250972453102941
49,49,0.015066251033897866,0.015003747943984834,-8.222866050281409,-8.244033490458097
50,50,0.01508924766376461,0.015017145754475342,-8.214218311559215,-8.240157126476166
51,51,0.015107848902338558,0.01503329150574772,-8.211177925609968,-8.235490298304718
52,52,0.01510443120772384,0.015046668238937855,-8.206423686346598,-8.231627632368566
53,53,0.015108184101655311,0.015059105953887889,-8.211026565210807,-8.228039196978727
54,54,0.015100662462106071,0.015073749481847412,-8.208166085847333,-8.22381815400282
55,55,0.01517671919859869,0.015076491050422192,-8.191496680719476,-8.223028343980713
56,56,0.015225104632374552,0.015097827797657564,-8.17669460764867,-8.216886410386659
57,57,0.015199591924157953,0.0151027229271437,-8.191361114932937,-8.215478536893212
58,58,0.015207631993539555,0.015127486010131082,-8.18229927133841,-8.208363486696841
59,59,0.015216687828609623,0.015133838414361602,-8.177335573890502,-8.20654015992769
60,60,0.015168508245926542,0.015148154803012548,-8.184538588309495,-8.202433739976742
61,61,0.015188960886569982,0.01514379140969954,-8.180331571329196,-8.203684896068207
62,62,0.015238423169273691,0.015154182469766391,-8.169479044128813,-8.200705964049158
63,63,0.01524844154062652,0.0151666797893612,-8.165904270922805,-8.1971259093663
64,64,0.015250285290488877,0.01516043679102471,-8.165340901638414,-8.198913945996276
65,65,0.015169379358976772,0.015169022261704268,-8.181583629964283,-8.196455199446406
66,66,0.015233973991701897,0.015174840527929757,-8.16958068944011,-8.194789728596858
67,67,0.015268254957939546,0.015169870206399969,-8.162094805343955,-8.196212436660794
68,68,0.015251090164421145,0.015178061482545576,-8.170103404385774,-8.193868009269409
69,69,0.015280994000969474,0.015170092792495302,-8.163888850356464,-8.196148713502689
70,70,0.01521547959598991,0.015186179086173835,-8.172225302466167,-8.191545915596068
71,71,0.015256661643302933,0.015187044873049385,-8.169350174740163,-8.19129832484761
72,72,0.015300070962955043,0.015182230523542353,-8.157037439656332,-8.192675272710256
73,73,0.015299270371186365,0.015185249283125526,-8.15983630590405,-8.191811828893496
74,74,0.015224920115289614,0.015184430601565461,-8.174668603187744,-8.19204597616499
75,75,0.015279830481434605,0.01517557862557863,-8.158629405073071,-8.194578494785258
76,76,0.015240734385460922,0.015185384079813957,-8.170138461127154,-8.191773277535502
77,77,0.015251268047032897,0.01517630280240586,-8.165896790771603,-8.194371254913953
78,78,0.01527873966266814,0.015184885430100718,-8.156992999840524,-8.191915891231314
79,79,0.01522531990230698,0.015178706742038852,-8.172067063197396,-8.19368338313576
80,80,0.01524520463780644,0.015178626991416278,-8.166476842834655,-8.193706201513432
81,81,0.015272618991505239,0.015190276219264456,-8.167392319482477,-8.190374375147533
82,82,0.015233220119682169,0.015179549637985857,-8.172592414676366,-8.193442219707851
83,83,0.01530595008552689,0.015179553559344066,-8.155296218685775,-8.193441097787865
84,84,0.015294602976094201,0.015180780503310655,-8.16357022822426,-8.193090077279669
85,85,0.01528696015899636,0.015187153984841547,-8.159303364922529,-8.191267122938735
86,86,0.015258190721350233,0.015183690935373306,-8.164512475409984,-8.192257535477527
87,87,0.0152823248609286,0.015185903659776637,-8.160697887266993,-8.19162468277544
88,88,0.01518832668470046,0.015180197495378946,-8.181768956994466,-8.193256868433558
89,89,0.015268690288834964,0.015172971216471572,-8.167947217827242,-8.195324746844046
90,90,0.015269681840136494,0.015180638599160471,-8.1644316678408,-8.19313067366232
91,91,0.015259583941516802,0.015180985247226138,-8.165064277443893,-8.193031504169376
92,92,0.01523318193545661,0.015190672276443556,-8.166488959335092,-8.19026114270686
93,93,0.015255998397610852,0.015186263003239506,-8.165733455766933,-8.191521917052619
94,94,0.015226691519630324,0.01519723780649273,-8.168975599904776,-8.188384492744612
95,95,0.01520749252558369,0.015176535829117424,-8.173185958873617,-8.194304571058648
96,96,0.015279743618802312,0.015185974979479062,-8.160538914197957,-8.191604286438697
97,97,0.015271847213128792,0.015182389093464926,-8.161041504041888,-8.19262991331288
98,98,0.015251167464194838,0.015173318305690037,-8.163236403931174,-8.195225400970342
99,99,0.015234310026328588,0.01517573704845027,-8.16969542543598,-8.194533157588214
100,100,0.015284529771924633,0.01518631197120014,-8.15642413114989,-8.191507913290929
101,101,0.015248899328877632,0.015184968121741948,-8.164820239566183,-8.191892241118268
102,102,0.015281898785651345,0.015184005869454459,-8.161682684260057,-8.192167456776799
103,103,0.015286694530436058,0.015180936524350392,-8.157031816964063,-8.19304544273113
104,104,0.01523135682164701,0.015175715186878255,-8.171518843046973,-8.194539413868815
105,105,0.015277022409454449,0.015197423090668101,-8.162067234783876,-8.188331544040746
106,106,0.015294883102562624,0.015178994520714409,-8.165050020056013,-8.193601044430515
107,107,0.015274153628684197,0.01519276613467618,-8.165712213447943,-8.18966255931715
108,108,0.015262757187958845,0.015181271212273523,-8.16809664855251,-8.192949696651372
109,109,0.015287175323314889,0.01518224047398881,-8.155501714004096,-8.19267242634156
110,110,0.015255527157989359,0.015183017147999061,-8.16100835375909,-8.192450261101822
111,111,0.01528004902539794,0.015185477310105375,-8.15766036652019,-8.191746614214637
112,112,0.015217503667184986,0.01518574273703914,-8.175479574789291,-8.191670704552457
113,113,0.01525832788500282,0.01517888202675079,-8.15792961370004,-8.193633230810596
114,114,0.01523951764612161,0.015173644268591153,-8.17040125304419,-8.195132104062013
115,115,0.01520248314308137,0.015183184295892715,-8.175662811604624,-8.192402450441005
116,116,0.015263443899139301,0.01518525433187422,-8.160165910630113,-8.191810384963738
117,117,0.015245211109058144,0.015180498214536592,-8.162869957411091,-8.193170835707548
118,118,0.015230587702820595,0.015180869322074087,-8.170368346539238,-8.193064667923412
119,119,0.015262645755692856,0.015194431241405638,-8.16170760621231,-8.189186604489096
120,120,0.01520909892260721,0.015187592196621393,-8.176735293765864,-8.191141812948146
121,121,0.015220701617678417,0.015181760646794972,-8.173878065952183,-8.192809685131493
122,122,0.015298626404831704,0.015190017507656625,-8.16031641354241,-8.19044834218992
123,123,0.015238439116972624,0.015180640559839574,-8.171599568648393,-8.19313011274253
124,124,0.015320405287226451,0.015181839221010083,-8.155736032892062,-8.192787207989
125,125,0.015201950560986381,0.015172381101078108,-8.171404670756013,-8.195493658284862
126,126,0.015238048230326668,0.015174208110884616,-8.16965319323654,-8.194970726186781
127,127,0.015293213558028039,0.015180622472574836,-8.157899369976871,-8.193135287230337
128,128,0.015239406905146604,0.015187390197656657,-8.170877105668767,-8.191199575638903
129,129,0.015266550896862118,0.015182609326745334,-8.159853515889552,-8.19256691571473
130,130,0.015249070625022515,0.015189620028985175,-8.16141845959667,-8.190561985937965
131,131,0.015258727297570902,0.015191399933476197,-8.166241302419245,-8.190053113819381
132,132,0.015249376079624462,0.015185825869833169,-8.170536594302199,-8.191646929610716
133,133,0.015273709704657806,0.015188068935745641,-8.156621612410245,-8.191005489876801
134,134,0.015218093088760818,0.015193362132106958,-8.170820796461573,-8.18949219315982
135,135,0.01519256323268733,0.015177811348908827,-8.177570013053302,-8.193939581356158
136,136,0.015231876480441118,0.01518113337653248,-8.166898496614552,-8.192989127850945
137,137,0.015280497913277642,0.01517530383640214,-8.15850377690333,-8.194657134622625
138,138,0.015287887161002331,0.01518270628232705,-8.161087112340745,-8.19253918191827
139,139,0.015285597634069698,0.015195337467287717,-8.162892742009603,-8.188927590408513
