,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.016141564690882397,0.016157710336540874,-7.926539457876932,-7.9000627539344315
1,1,0.01621904780070499,0.016163225334725882,-7.900418866453456,-7.898580659896646
2,2,0.0162103800199081,0.0161891819811181,-7.8984854725463105,-7.89161188591604
3,3,0.01621808544684624,0.01614451604454141,-7.898670029619623,-7.903610626120743
4,4,0.01625286911604638,0.016149142659024188,-7.895456134156822,-7.9023662250623445
5,5,0.016197224214826663,0.016140476065246684,-7.907212972764199,-7.904697534067255
6,6,0.016213935425447433,0.01617811884927122,-7.902190592880062,-7.8945807200032245
7,7,0.016278178747935395,0.016153640064753984,-7.890118105218592,-7.901156918408704
8,8,0.016221376001527628,0.016119703748508504,-7.9025952487542845,-7.910290375666145
9,9,0.016237860747142552,0.016134291887283325,-7.89781549386918,-7.906361840005202
10,10,0.016236075219343005,0.016145226202513043,-7.899279049302491,-7.903419594748581
11,11,0.016173642272724935,0.016152908143244292,-7.9077268044657885,-7.901353701717681
12,12,0.01620763179260431,0.016170756352183065,-7.9044355538511715,-7.896557599813551
13,13,0.016196069806891002,0.016177221152343248,-7.9108838174077825,-7.894821709479659
14,14,0.016227813600802544,0.016181936389521548,-7.909051291601483,-7.893556039012655
15,15,0.01621391579086326,0.016189587449556904,-7.902242388329568,-7.891503115441644
16,16,0.01622561123414138,0.016157145170789016,-7.897107119997127,-7.900214664480565
17,17,0.016194735672900973,0.016146393590851835,-7.906482194318391,-7.9031055873886285
18,18,0.016259276490543307,0.016139690323095573,-7.893154766789472,-7.90490896016487
19,19,0.016174678959566906,0.016088485521705526,-7.908346395481962,-7.918709295318753
20,20,0.016172470764938704,0.016185365323173374,-7.911367849696856,-7.892635871503735
21,21,0.016210813843405125,0.01618775460673006,-7.901133398026654,-7.891994813324292
22,22,0.016230471979481045,0.016113442221754475,-7.899409166015858,-7.9119776739238326
23,23,0.016214992265341822,0.01615423277804726,-7.901186145466443,-7.900997568943698
24,24,0.016206928576851628,0.016150846391132002,-7.902227361075659,-7.901908069208111
25,25,0.016240524473724906,0.01617788846947645,-7.896986915611768,-7.894642564885771
26,26,0.01625630065568329,0.016117480926607784,-7.899492259107718,-7.910889286084033
27,27,0.016256674797725433,0.01617135097713847,-7.898718811643844,-7.896397905620262
28,28,0.016180421283334186,0.016181826689525655,-7.9058276369819245,-7.893585480646351
29,29,0.016176457363228824,0.016175824854719013,-7.905925602226955,-7.8951965764109175
30,30,0.01620237060736135,0.01613026543667442,-7.897257196528731,-7.907445794309997
31,31,0.01615265779888507,0.01609072760727845,-7.907323311104687,-7.918104106254653
32,32,0.016232379337715118,0.016129255098731893,-7.898323068721192,-7.907717828231244
33,33,0.016179127964315955,0.016165640401212794,-7.90760927034089,-7.897931797014037
34,34,0.016259576645247714,0.016064342503484926,-7.891561037328247,-7.925231385103258
35,35,0.016228464364851872,0.016197495260520986,-7.89685388607812,-7.889382320083429
36,36,0.016282621358242846,0.01613020347921472,-7.893219431526828,-7.907462475891986
37,37,0.016208567454950095,0.01618536267625658,-7.903962459320553,-7.892636581738831
38,38,0.016180865255366897,0.01615520527488307,-7.90731123846172,-7.900736128302794
39,39,0.016222533549076504,0.016146006552796615,-7.900885879411619,-7.903209691444647
40,40,0.016238865624998034,0.016145575791597366,-7.898015545651528,-7.903325558923589
41,41,0.01620677342043095,0.016082739261420148,-7.90371045796865,-7.920260724695086
42,42,0.016254303487228977,0.016128019772862132,-7.891419621047369,-7.908050463403303
43,43,0.01619437780500073,0.016166712108411287,-7.898123849365495,-7.897643889400414
44,44,0.016189185230387856,0.016188227326462145,-7.905894026563288,-7.891867991180909
45,45,0.016256612456720516,0.01617612670126714,-7.89788030714665,-7.895115536298075
46,46,0.016217014733125867,0.016171061482868697,-7.900165770254563,-7.896475652302927
47,47,0.01618899249462123,0.016093977776012923,-7.90195811671092,-7.917226962695548
48,48,0.01623060552345723,0.016177633679226824,-7.893239497224521,-7.894710963719794
49,49,0.01626497968916119,0.016127279616500203,-7.897773263356253,-7.908249776898991
50,50,0.016240750890724437,0.016117667583258527,-7.895985302376529,-7.91083899070326
51,51,0.016187412923528363,0.01611350839467425,-7.910536414184026,-7.91195983883031
52,52,0.016243369520171403,0.016168962477853422,-7.895524652746028,-7.897039403460321
53,53,0.016198792773270115,0.016166316933537785,-7.905985241069144,-7.897750048502758
54,54,0.016282829148790885,0.016134501974049368,-7.88872316143205,-7.906305290309787
55,55,0.016205972233383926,0.016147402360251074,-7.901988670724261,-7.902834264076615
56,56,0.01621785276022154,0.016175078718285812,-7.89857518491443,-7.895396906478986
57,57,0.016170625882127237,0.01613999060110042,-7.914139580910585,-7.904828160679366
58,58,0.016192267216818847,0.016142890053360087,-7.901575562299961,-7.904048046826592
59,59,0.01617730446351865,0.01611698016916451,-7.9090438974809105,-7.911024220056566
60,60,0.016265121288597584,0.016131583209100523,-7.896067527772143,-7.9070910091272495
61,61,0.01622007956209871,0.01615535752161553,-7.901440732217445,-7.9006952005627165
62,62,0.016187242328275724,0.016155970625971492,-7.909346533765617,-7.90053038663898
63,63,0.016198232117080196,0.01614217420941905,-7.901766740284294,-7.904240635616886
64,64,0.01617762545296519,0.016161199463041204,-7.902647908301469,-7.899125031467281
65,65,0.01623536312242144,0.016189553333740486,-7.892003540304604,-7.89151226720445
66,66,0.016205858410403284,0.016125020620070006,-7.904449014126024,-7.9088581488158365
67,67,0.01617760929403846,0.016161374649719187,-7.911391071539383,-7.89907795439521
68,68,0.016140557105470563,0.016120213427041705,-7.910921743303736,-7.910153061061193
69,69,0.016181085575564007,0.016122897106565927,-7.911888608532578,-7.9094301114499626
70,70,0.016204824882377053,0.016156905771870362,-7.9011041690848804,-7.900279013967129
71,71,0.016193481757468785,0.016059643441909237,-7.904173517550266,-7.926501947561148
72,72,0.016193444418154426,0.01617703724064325,-7.902968705408162,-7.8948710827865645
73,73,0.016254406278357676,0.016095310351566264,-7.897108815635883,-7.9168673833177285
74,74,0.016200135586802493,0.01615237483852788,-7.90260523004571,-7.901497090831877
75,75,0.01622784909667428,0.016155945431245,-7.8972271579007005,-7.900537159329692
76,76,0.016262800096697415,0.016119964126693576,-7.8885973704143,-7.910220225558256
77,77,0.0161603455018905,0.016154543545685317,-7.911277464127215,-7.900914022189085
78,78,0.016241029192952765,0.016194971866513554,-7.901957273224534,-7.890058956469916
79,79,0.01621147085787709,0.01615982287024197,-7.905216608531605,-7.899494974379811
80,80,0.01618158102957244,0.016204744185272017,-7.904959348497346,-7.8874391407689926
81,81,0.01622179492386346,0.0161613128883274,-7.897549395068518,-7.899094551178269
82,82,0.016201618866822153,0.016188290264261395,-7.901048395031768,-7.891851106388503
83,83,0.01623177983481245,0.016153819564925998,-7.899022566710865,-7.901108659625685
84,84,0.016192069123547103,0.016137574750341867,-7.908676098031242,-7.9054782658803475
85,85,0.016205715553201352,0.01617560633703282,-7.900800243762768,-7.895255245237499
86,86,0.016209316487932942,0.01613561397320346,-7.9063697966394635,-7.906005982369596
87,87,0.01622191849212671,0.016135429277231817,-7.904051649117999,-7.906055694082161
88,88,0.016182116808888224,0.016177866117734658,-7.902671141042373,-7.894648565202095
89,89,0.016202524813256926,0.016151392636330503,-7.907919267435341,-7.901761186959301
90,90,0.01619915330072039,0.01615336645198496,-7.909388076513593,-7.901230480479957
91,91,0.016203827157462995,0.016176322377041766,-7.90078488612994,-7.895063001846073
92,92,0.01622772584525273,0.016177268992913395,-7.897370231094887,-7.894808866195445
93,93,0.01620899802361874,0.016171680371228018,-7.904476059932993,-7.896309445120733
94,94,0.01623675387506325,0.016167014151027326,-7.895527129374322,-7.8975627509381185
95,95,0.016201028581132593,0.01611328634776567,-7.904973282166827,-7.9120196857669285
96,96,0.016199822739227532,0.01615113804214879,-7.904436421952968,-7.901829645278772
97,97,0.016223427935589833,0.01619966543818775,-7.898769779793422,-7.888800481325644
98,98,0.016193824724207835,0.0161593851486319,-7.899973517781729,-7.899612613450524
99,99,0.016194840489896303,0.016123486486704725,-7.904162302390642,-7.909271355947155
100,100,0.016201313825074545,0.016141702175924654,-7.905190817576072,-7.90436763495207
101,101,0.01624136561163,0.016166697011182184,-7.893565611239735,-7.897647945046553
102,102,0.016204842740727456,0.01615358634214652,-7.899084390427968,-7.901171361884401
103,103,0.01620046346995634,0.016135554368558683,-7.906840935013147,-7.906022025153079
104,104,0.01620747476393722,0.01618037294400366,-7.897289005314468,-7.893975660341099
105,105,0.016173770228765674,0.016137959631650073,-7.906556471301163,-7.9053746878411
106,106,0.016195521459521092,0.016136539805876583,-7.9060322854641445,-7.905756799111505
107,107,0.016234174658803596,0.01612409380705733,-7.897080511288339,-7.909107774136979
108,108,0.016213793585979446,0.016146293498183553,-7.8979887947113365,-7.9031325097028935
109,109,0.016247695926384826,0.016184422530625995,-7.89556910179552,-7.892888854070609
110,110,0.016218856754760768,0.016149608712447316,-7.909227697079489,-7.902240892396929
111,111,0.016196449824906502,0.016126184185084543,-7.903021039133737,-7.908544777660604
112,112,0.016218985805345566,0.016155198608574114,-7.9016535325829516,-7.900737920382649
113,113,0.016208998138833905,0.016161185248117698,-7.897353642987088,-7.899128851397583
114,114,0.01619196679327906,0.016147408046220477,-7.9059928514441005,-7.9028327347998655
115,115,0.01622677617466327,0.016132918431570654,-7.894692510111993,-7.90673155541079
116,116,0.016209504480675322,0.016137729643991117,-7.905793390536809,-7.905436581094774
117,117,0.016223576188701943,0.01611588346330743,-7.900727716802216,-7.91131975278218
118,118,0.01622653124642741,0.016144755639527972,-7.89765232534195,-7.903546174508716
119,119,0.016221104141747215,0.01614748676748652,-7.897034330151088,-7.90281156228226
120,120,0.016203898610067123,0.016155203902407697,-7.900307455935325,-7.900736497260351
121,121,0.016203010041919565,0.016161650321201274,-7.9047744436046585,-7.899003875559087
122,122,0.016132252847718208,0.016173522919416428,-7.913527250477594,-7.895814652427954
123,123,0.016212608914860746,0.016138110015737384,-7.897703202760775,-7.9053342176227615
124,124,0.01623357292840776,0.016133183907521397,-7.89168795671623,-7.906660090478784
125,125,0.01618349266036884,0.016113973271689917,-7.899537046621306,-7.911834546060138
126,126,0.016158215932010375,0.016149970947911863,-7.913175963439571,-7.902143481306714
127,127,0.01624944816660328,0.016188471038874826,-7.894102902394216,-7.891802609000918
128,128,0.01621044483803904,0.016142928678738445,-7.902103126657561,-7.904037655398193
129,129,0.016280963220009485,0.016140429499117953,-7.893126867809269,-7.904710063711265
130,130,0.01619421290329744,0.016161948932628883,-7.899850833324233,-7.898923633693551
131,131,0.016205006029418448,0.016164109797069903,-7.900545793739724,-7.8983430175954865
132,132,0.01618864386313662,0.016151349697458118,-7.905981969753999,-7.901772732799678
133,133,0.016179096318550946,0.016171077560437352,-7.9082075366275,-7.896471334468945
134,134,0.016227232465117248,0.01612949243893749,-7.897691159664543,-7.907653922748549
135,135,0.016219334868887037,0.01616215970563261,-7.898334229225929,-7.898866996368464
136,136,0.016213316547194708,0.016182916042836087,-7.896434897342481,-7.8932931253907235
137,137,0.016194239738829358,0.016165778923191522,-7.905092523032535,-7.897894582853792
138,138,0.016211456753620783,0.016140152553194446,-7.901264302314362,-7.90478458286719
139,139,0.016225885071782107,0.01618437606253122,-7.8988935048685525,-7.8929013233855185
