,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.010774171863173702,0.010714059842652396,-3.659406438303397,-3.666281670403821
1,1,0.010686253610345506,0.010668974663866194,-3.686318685189809,-3.684595510164769
2,2,0.010649888929862952,0.010637127451206508,-3.6998256723040033,-3.6975787193394694
3,3,0.010677636418606817,0.010632864199578762,-3.7014036522290987,-3.699319675999997
4,4,0.010659994864740322,0.01063807465528187,-3.70130006238465,-3.6971920104364204
5,5,0.01065038062017603,0.010647409644566085,-3.7018316284518047,-3.693382715296532
6,6,0.010650725439958965,0.01063176764077262,-3.706811791939566,-3.699767583532643
7,7,0.010641531375496043,0.010622523725032806,-3.7100484157645575,-3.7035452506220903
8,8,0.010633269670544211,0.010621438391114535,-3.711548015833195,-3.703989004503367
9,9,0.010643562292392106,0.01062286591255351,-3.7099741457479,-3.7034053518915266
10,10,0.010614436993509838,0.01062869589383665,-3.714148568542535,-3.701022535242615
11,11,0.010647236782404566,0.01063570801756884,-3.710896130326635,-3.698158286833504
12,12,0.010649034705435493,0.0106381671993356,-3.7048640351968176,-3.6971542299184668
13,13,0.010680035601571663,0.01064324771103106,-3.700711876252713,-3.695080647644175
14,14,0.010672785216923227,0.010648215434661037,-3.698287020998172,-3.6930540560618996
15,15,0.010692990240976983,0.010654745133299576,-3.6969955109308055,-3.690391691676469
16,16,0.010685808562971268,0.01065521662760722,-3.6971609120456215,-3.690199511720081
17,17,0.010684769936674034,0.010657509984938722,-3.6951545385691817,-3.6892648659977816
18,18,0.010671649425837797,0.010657089321236862,-3.6925023251945834,-3.689436290214446
19,19,0.010686446451726034,0.01066055261578999,-3.69420562567083,-3.6880251681669836
20,20,0.010665716901037497,0.010664806456158036,-3.6946745790459516,-3.686292564821821
21,21,0.010703944245871809,0.010667234267059126,-3.688084609763713,-3.6853040190978743
22,22,0.010683457943197992,0.010666511168605402,-3.693742378125127,-3.6855984237249393
23,23,0.010654560232669422,0.010668311709244,-3.6959078863001156,-3.6848653828460733
24,24,0.010691216599541841,0.01066815411966098,-3.687872303621492,-3.684929536194488
25,25,0.010666970288400184,0.01067093161768035,-3.6920204169634103,-3.683798979726447
26,26,0.010684750340494913,0.010670506689501437,-3.6901988052636057,-3.6839719239869737
27,27,0.010673460272169605,0.010666484846488425,-3.6945976815470565,-3.6856091409726686
28,28,0.010690447192677517,0.010674338836811091,-3.6924841823178993,-3.6824125025835697
29,29,0.01066830571856081,0.010669258472166564,-3.6920937628745856,-3.6844799838435494
30,30,0.010690819568087146,0.010672986409381816,-3.6906873229328028,-3.6829627839548613
31,31,0.01067859365499204,0.01066983927433428,-3.69525843887238,-3.684243573495207
32,32,0.010712292832658463,0.01067085975879117,-3.686042796924169,-3.6838282255554358
33,33,0.010684411233463852,0.010669686782516931,-3.6914222911647245,-3.6843056426851546
34,34,0.01071254985848653,0.010669817804898086,-3.6937493898645988,-3.6842523122088924
35,35,0.010680570679995203,0.010671873969074926,-3.693796205119524,-3.683415470623783
36,36,0.01064760171683486,0.010671951759018396,-3.6986686317328847,-3.683383813934278
37,37,0.0106948375145031,0.010671738976318585,-3.6893926875280227,-3.6834704065986124
38,38,0.0106811611673113,0.010668408664825716,-3.6947233325848643,-3.6848259135430212
39,39,0.010688299178769909,0.010669696438861521,-3.688808637409471,-3.6843017122086947
40,40,0.01067301098103683,0.010670043479063009,-3.6953897285078456,-3.6841604568371693
41,41,0.010699920269862278,0.010673794601308672,-3.69029674399715,-3.682633935034601
42,42,0.010679865275154408,0.010671087883804975,-3.693750082120943,-3.683735381700375
43,43,0.010690465281458245,0.010671022789258706,-3.6909420531920176,-3.6837618741149996
44,44,0.010725869125081706,0.010674100516265944,-3.6869605160126326,-3.682509466390594
45,45,0.010675096106667495,0.010670910491362998,-3.6914673093726478,-3.683807577899933
46,46,0.010674437037525103,0.010669314204470107,-3.6937266688803803,-3.6844572979476746
47,47,0.01068059005534526,0.010668476896458551,-3.689207586897364,-3.6847981375852354
48,48,0.010695441443588315,0.010668435281044558,-3.6919878171725165,-3.684815078503873
49,49,0.010702455848378619,0.010672512562259248,-3.6904418332192153,-3.683155601364194
50,50,0.010709524922764179,0.010667070452319948,-3.6876139726038715,-3.6853707134084845
51,51,0.010685166641685766,0.010672113858163357,-3.6856531580539427,-3.6833178482785858
52,52,0.010695852771324595,0.010672331150425108,-3.6913104253763764,-3.6832294235571146
53,53,0.010688473057654715,0.010670527962869719,-3.6920617615719693,-3.6839632656378294
54,54,0.01070539296134231,0.010666407938850554,-3.6904382860899485,-3.6856404546468906
55,55,0.01068149176762276,0.010669735064239879,-3.691076720435895,-3.684285990338429
56,56,0.010682481254652603,0.010668183725915457,-3.694159966089667,-3.684917483673532
57,57,0.010671734627451478,0.010670476789145093,-3.690517238242108,-3.683984093585231
58,58,0.010695912155140307,0.01067549642175436,-3.6895419776399274,-3.6819415549180725
59,59,0.01067338262675042,0.010671539232134819,-3.6933927192984326,-3.683551694764336
60,60,0.010658359395090453,0.010672333013070258,-3.696355508999215,-3.6832286655817215
61,61,0.010677821348546092,0.010669998677545473,-3.691743759949156,-3.684178692088725
62,62,0.010654056435162873,0.010669069756802759,-3.692918566728691,-3.684556801521367
63,63,0.010689341002287939,0.010674768666687765,-3.693266319296602,-3.6822376261925163
64,64,0.010669299727785833,0.010668573803023287,-3.69420501818745,-3.684758688847058
65,65,0.01067949350462439,0.01067113989081822,-3.6967035686966816,-3.68371421581356
66,66,0.010687985438277427,0.010672611478520068,-3.6905248850674894,-3.6831153497487312
67,67,0.010698162988980407,0.010669807119196966,-3.691514615182273,-3.684256661620888
68,68,0.010674444948966355,0.010670139601356104,-3.694362463112721,-3.6841213331039544
69,69,0.010721124017361514,0.010672093418083693,-3.6876864311748605,-3.683326166239232
70,70,0.010678727131759384,0.010669232640219363,-3.689842152133818,-3.6844904988064564
71,71,0.010686273945821929,0.010670990732155348,-3.691958296895907,-3.683774920890629
72,72,0.01069371136308638,0.010670890786537999,-3.691852706495473,-3.6838155975573676
73,73,0.010735397879994408,0.010673438640017258,-3.685395916706378,-3.682778770688851
74,74,0.010695172723421116,0.010666499649615665,-3.6887856898227684,-3.685603113764918
75,75,0.01068030780699757,0.01067374475104244,-3.6972454940157755,-3.6826542181175252
76,76,0.010686927599851619,0.010672456584870815,-3.6895315437210865,-3.683178380193941
77,77,0.010704163817170355,0.010664634945753374,-3.6901127596623007,-3.6863624082095896
78,78,0.010692426329958685,0.010666995211259314,-3.687722342590265,-3.6854013468357563
79,79,0.010704151393135184,0.010666620770567342,-3.686410929841846,-3.6855537987468425
80,80,0.01070772990891614,0.010666786153849802,-3.686844472203927,-3.685486462997586
81,81,0.010679022908287565,0.01066804392949531,-3.6905733700375687,-3.6849743942153967
82,82,0.010706230758007654,0.010675021300190374,-3.6898097349484402,-3.68213484547542
83,83,0.01072106132110984,0.010675331087488877,-3.687906975657658,-3.6820088157857267
84,84,0.0106750943880413,0.010669736926885028,-3.6932806427946825,-3.6842852321786106
85,85,0.010690254648936163,0.010671320273295828,-3.6899506663041457,-3.6836408043004942
86,86,0.010657722082411506,0.010667963149516206,-3.6947224195022645,-3.685007279749267
87,87,0.01071642930667425,0.010672366344615034,-3.6824900512032177,-3.6832151018339014
88,88,0.010697402808930456,0.010669787267321035,-3.687007821506063,-3.684264741962076
89,89,0.01070709918270406,0.010669236904696414,-3.692230124677754,-3.68448876293796
90,90,0.010692274322752486,0.010672670004791334,-3.6936713546751654,-3.6830915340528096
91,91,0.010682418270363021,0.010670923284794154,-3.690476511612255,-3.683802371115348
92,92,0.010696308120854736,0.010671170232327361,-3.686244627533579,-3.683701867431481
93,93,0.010693842756379511,0.010664185558102633,-3.6939970804158415,-3.686545415588685
94,94,0.010664871653791555,0.010670842553832029,-3.6987331583192855,-3.6838352278261146
95,95,0.010700212954783562,0.010672958028551779,-3.6887933679321963,-3.682974332413551
96,96,0.010703024387205998,0.010669457628146597,-3.692395515864249,-3.6843989177262038
97,97,0.010688630518378671,0.010674652545467803,-3.6875666604041557,-3.682284869445211
98,98,0.010650894412598045,0.010674571030234037,-3.6997542693968333,-3.6823180337578068
99,99,0.010703961643361553,0.010666878403801667,-3.6900621969833285,-3.685448903913498
100,100,0.010692436161652668,0.010666436760833389,-3.6893474783305384,-3.685628719476753
101,101,0.01067082722162463,0.010670635310050688,-3.690931714406818,-3.6839195751531575
102,102,0.010716851781477634,0.010669318076811339,-3.6886801891335907,-3.684455721711291
103,103,0.010670272191775214,0.010672912834898421,-3.6884172399077633,-3.682992722250533
104,104,0.010690415902159264,0.010674201687307735,-3.68427505099345,-3.6824683033746695
105,105,0.010695928198851875,0.01066983373541581,-3.687030250769353,-3.6842458280018486
106,106,0.010700883574246131,0.010664310453361586,-3.689175351358167,-3.68649455281641
107,107,0.010695752390113073,0.010671591239148065,-3.691621224661304,-3.683530529772721
108,108,0.010714937846377953,0.010670113818425881,-3.6857363688619165,-3.6841318272476773
109,109,0.010697443268655502,0.010667465823261361,-3.686516801913977,-3.6852097467805134
110,110,0.010680784759370936,0.010673989100675834,-3.6921766407304295,-3.6825547980121605
111,111,0.010659786008452018,0.01067037958847849,-3.694394539155242,-3.684023654990262
112,112,0.010680560963516383,0.010670660994946957,-3.692048160593605,-3.683909121421989
113,113,0.010660608807943532,0.01067210640758276,-3.6914249095876652,-3.683320880243211
114,114,0.01069448816292372,0.010672555059978836,-3.688277770174211,-3.683138307884091
115,115,0.010708678408151436,0.010670963429698819,-3.689591531033903,-3.683786032624937
116,116,0.010648682166236578,0.010668074957242138,-3.697453027081907,-3.684961762884175
117,117,0.010676110038514604,0.010671971071707574,-3.6880939096117156,-3.6833759546532945
118,118,0.010671506203787843,0.010668781684025339,-3.6936546357349136,-3.684674065827921
119,119,0.010682207013758802,0.010668040645357809,-3.694568726514926,-3.684975731183095
120,120,0.01067381745838013,0.01067066359284677,-3.689853068432601,-3.6839080640803523
121,121,0.01068281528261519,0.010671199838581839,-3.687941561842262,-3.6836898183170597
122,122,0.010675722262678072,0.010672553932588352,-3.691076562673334,-3.68313876664911
123,123,0.010664240812364313,0.010671205671602174,-3.6919858619745898,-3.6836874444060754
124,124,0.010667462247548644,0.010667170250886366,-3.6943796254906136,-3.6853300820428787
125,125,0.010685278025945438,0.010668267299862285,-3.692120316369233,-3.6848834614231647
126,126,0.010673514989771178,0.010669168918148467,-3.6957038133294917,-3.684516437153984
127,127,0.010689632736684121,0.010670555951563935,-3.6907145475933536,-3.683951874149466
128,128,0.010677988448938759,0.010670877306869156,-3.6932510577002233,-3.6838210836499634
129,129,0.010670149554834538,0.010670255967660955,-3.6923990943578278,-3.6840739701167853
130,130,0.010683187331581852,0.010668688992920675,-3.691527942643984,-3.684711797793332
131,131,0.01067750447804166,0.010669262785660593,-3.690475285333197,-3.6844782280267974
132,132,0.010706485930791836,0.010668136816667883,-3.686636591196588,-3.684936580150201
133,133,0.010693837667709774,0.010671155968386876,-3.685325163808417,-3.6837076725631093
134,134,0.010680899609686788,0.010678825409788834,-3.688834061104211,-3.680587486025779
135,135,0.010690821853187895,0.010669854567631296,-3.6917143590015797,-3.684237348668784
136,136,0.010697908161841716,0.010670255967660955,-3.686092098603964,-3.6840739701167853
137,137,0.010696123008491452,0.010671173810566726,-3.691505124469689,-3.6837004111625644
138,138,0.010695449748681378,0.01067107361986449,-3.6890898836537387,-3.6837411868768015
139,139,0.010710971151507393,0.010668579194890825,-3.6874182232881605,-3.6847564939353763
