,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.01617910013985388,0.01615060287478723,-1.8904696647255697,-1.9040020245107179
1,1,0.01606131251901388,0.01607788893345155,-1.9186722506713827,-1.9235991668478212
2,2,0.01604597619974736,0.01603177689800137,-1.9316809844010217,-1.9360728041739277
3,3,0.015996353767965873,0.016001827230578976,-1.941907712362556,-1.9441936381794145
4,4,0.015950199427832032,0.01598315999696129,-1.949278776077107,-1.9492629398585786
5,5,0.0159455330024675,0.015967177619275293,-1.9520543633278713,-1.953607844816415
6,6,0.015912769074292527,0.01596056101353545,-1.9571641024136255,-1.9554078817284737
7,7,0.015930911017216973,0.015956403785630277,-1.9591904187646274,-1.9565392306275946
8,8,0.015912455036160872,0.015957176783367208,-1.958082006552031,-1.9563288445500988
9,9,0.015947073890069097,0.015955999101463118,-1.9579208105140642,-1.9566493772068676
10,10,0.015935546536113798,0.015956834938965346,-1.959539659404117,-1.9564218827671014
11,11,0.015900750490884807,0.01595717835191049,-1.9606811158602724,-1.9563284176514883
12,12,0.01595452754307039,0.015955232868069096,-1.9601532626211715,-1.956857937587899
13,13,0.01595084420069284,0.015956297712890727,-1.9555747197031499,-1.9565681011420315
14,14,0.01591543426986822,0.015954505652189255,-1.95642449013231,-1.9570558870907586
15,15,0.01593984130616348,0.015956416726112366,-1.9567888783381768,-1.9565357085446986
16,16,0.015930465816222514,0.01595504464287507,-1.9577829477700375,-1.956909171967227
17,17,0.01592197516913881,0.015954669368894475,-1.9576883001361212,-1.9570113223148735
18,18,0.015972981517462386,0.015955327274767978,-1.9574365975170351,-1.9568322405721184
19,19,0.01595501356863791,0.015955889499501177,-1.960753733437559,-1.956679209052843
20,20,0.015915983154908896,0.015956071156420205,-1.958560924236412,-1.9566297651478544
21,21,0.01592127444971468,0.015957091003656387,-1.9581295717567664,-1.9563521906317425
22,22,0.01590273946946122,0.015955380213103797,-1.9602165335755575,-1.956817831097094
23,23,0.015924384846284834,0.015956346631834383,-1.9586539471855178,-1.9565547865278865
24,24,0.01590418211693309,0.015956523387055648,-1.9629969269651104,-1.9565066781520501
25,25,0.015916875448346753,0.015956057627734384,-1.9614381017080378,-1.9566334474052425
26,26,0.015900621277078527,0.015956635145764602,-1.9615096391051985,-1.9564762604855863
27,27,0.015944017702233547,0.01595655858124557,-1.958273224875736,-1.9564970992323485
28,28,0.01591336078096911,0.01595559686814484,-1.959723586766737,-1.9567588594845584
29,29,0.0159509451003726,0.015955330803990364,-1.9583184573816408,-1.9568312799389629
30,30,0.015946762809126647,0.015956121643907147,-1.957502989168337,-1.9566160234177756
31,31,0.0159086484615643,0.01595599596437655,-1.9574534862555957,-1.9566502310672316
32,32,0.015925767994725826,0.015956855918231764,-1.9604229199227554,-1.9564161728793419
33,33,0.01591579866662775,0.015956080959815728,-1.9599420839168875,-1.9566270968473496
34,34,0.015924523363715595,0.015956655928963108,-1.9590242701603349,-1.956470603890403
35,35,0.015941066773051453,0.015955487070114988,-1.9588251938277952,-1.9567887454505635
36,36,0.015938995377227816,0.01595497425449522,-1.9548604328198675,-1.9569283316456065
37,37,0.01592887219848092,0.015955893224791476,-1.9576587897332147,-1.9566781950869148
38,38,0.015945239165394576,0.015954147632184782,-1.9584390231968816,-1.957153344110316
39,39,0.015926201770216534,0.015954894062719847,-1.9596442633760647,-1.9569501599058756
40,40,0.015915386378765106,0.01595640290332468,-1.959781947598833,-1.9565394707697146
41,41,0.015916666121596527,0.015956727885886243,-1.9594592409184157,-1.9564510193205984
42,42,0.01593340950605181,0.015957123452895565,-1.9591360447414494,-1.956343359127814
43,43,0.015895306430372996,0.015955517852776928,-1.9614905445629218,-1.9567803666857762
44,44,0.015921215526759624,0.01595698551912057,-1.9570388418060314,-1.9563808998139116
45,45,0.01593986920743566,0.01595517267522059,-1.958186349451109,-1.9568743218497167
46,46,0.015915947073360078,0.015956881505094077,-1.9601947462120615,-1.956409208960974
47,47,0.015920825437018553,0.015954332230122464,-1.957603558939526,-1.9571030942293732
48,48,0.015965633795203008,0.015957142765584745,-1.9588901953119267,-1.956338102924031
49,49,0.015933176982648595,0.015955660492181778,-1.9601306398514529,-1.956741541728729
50,50,0.015905036773417414,0.01595645397901535,-1.9604627724720383,-1.956525569231096
51,51,0.015897850409995036,0.015955867833997075,-1.9588407595732247,-1.9566851060699089
52,52,0.015940516178985845,0.015955999493598938,-1.9590164991113812,-1.9566492704743343
53,53,0.01589966770837602,0.01595676758963811,-1.961555314956477,-1.956440213158447
54,54,0.015951192534538274,0.015956765628959004,-1.9578702534100432,-1.9564407467954532
55,55,0.015911646196906715,0.015956290360344082,-1.960189276199006,-1.9565701023400714
56,56,0.015891587150465583,0.015956818959430644,-1.9595873745745551,-1.9564262318922543
57,57,0.015935533420787643,0.015956076646321697,-1.9601906005647898,-1.95662827089937
58,58,0.015925372960333972,0.01595695552073027,-1.9592293586103893,-1.9563890643557689
59,59,0.01593461604884912,0.015957712048762722,-1.9577950667424244,-1.9561831678354646
60,60,0.015895385746412055,0.015956915424842583,-1.9616202323343432,-1.956399977117056
61,61,0.015916757746455595,0.015954819556913878,-1.958884059257111,-1.9569704405394077
62,62,0.015938037612773095,0.01595690954280527,-1.9614653083581624,-1.956401578013439
63,63,0.015919153156123824,0.015954893768617983,-1.9580083369037546,-1.9569502399608214
64,64,0.015885668720320326,0.015955818424883642,-1.9577822702174854,-1.9566985545007722
65,65,0.015894255188015318,0.015956342612442217,-1.9569728637906605,-1.9565558805126801
66,66,0.015907943767217016,0.015957875471366078,-1.9583591643974345,-1.9561386920539605
67,67,0.015953793046400717,0.01595604047179222,-1.957903314131573,-1.956638116939029
68,68,0.01593169084145236,0.015954411049422464,-1.9579577871038634,-1.957081638801463
69,69,0.015920216476871182,0.015955570398976927,-1.958491553784763,-1.956766064118264
70,70,0.01590562405391145,0.015954933276301937,-1.9582723720211448,-1.9569394859262668
71,71,0.015928450434171047,0.015957141000973552,-1.9607120840658232,-1.9563385831860414
72,72,0.01592490532118635,0.015955054152168725,-1.9581476837966159,-1.9569065835491914
73,73,0.01593126267309963,0.015957606074057128,-1.9576586690568079,-1.9562120093025523
74,74,0.015892636597386954,0.015956567600369453,-1.9591499483314123,-1.9564946444708124
75,75,0.015899995476314703,0.015956329083756396,-1.9586740311896864,-1.9565595627074241
76,76,0.01590502315882555,0.015957343637158995,-1.9590233661930085,-1.9562834334456203
77,77,0.015924093044679805,0.01595458947122097,-1.9561821943570243,-1.9570330709357953
78,78,0.015915377632013915,0.015956673869176916,-1.9607175672428063,-1.9564657210806748
79,79,0.015953844009908204,0.01595547226698775,-1.9578650460570255,-1.9567927747349276
80,80,0.015940607170161512,0.015957511079154517,-1.9583838691111413,-1.956237862732333
81,81,0.01590136849542254,0.01595629290922692,-1.9585890964064405,-1.9565694085913135
82,82,0.015916645699708732,0.015955225907658275,-1.9596510822120496,-1.956859832181789
83,83,0.015895971097052097,0.015957102473629147,-1.9593109633678976,-1.9563490689198426
84,84,0.01593480175649075,0.01595553451854932,-1.9583852396304584,-1.9567758304185914
85,85,0.015925421120272468,0.015956956795171687,-1.9568525244465407,-1.9563887174958356
86,86,0.0159226728353611,0.01595762283786347,-1.956482192697218,-1.9562074469485675
87,87,0.015902972741763003,0.015954252136381047,-1.9584797820494826,-1.9571248966819879
88,88,0.015954821965820397,0.015955488540624316,-1.959221046243374,-1.9567883451907315
89,89,0.015938994973974743,0.015957167960311238,-1.958848278732581,-1.9563312458555628
90,90,0.01593243110848149,0.015955003860749696,-1.9580288309288911,-1.9569202728290809
91,91,0.01592461968359259,0.015956255068120203,-1.958720651260252,-1.9565797081034972
92,92,0.015905767007126023,0.015955871167151553,-1.9606294698557523,-1.9566841988359929
93,93,0.01592350848134338,0.01595647819340229,-1.9598367257588105,-1.9565189786899486
94,94,0.015913960485498316,0.015956515642373187,-1.9612176012542937,-1.9565087860508652
95,95,0.01594841156692542,0.015955218555111634,-1.956415259380151,-1.9568618335142607
96,96,0.01594481158271893,0.015955246004619096,-1.9577992387825394,-1.9568543618777392
97,97,0.015905037349493233,0.01595712423716721,-1.9582262360426017,-1.9563431456777902
98,98,0.015910614512323104,0.015954652997223956,-1.9600471873226142,-1.9570157787718836
99,99,0.015933783696100268,0.015955607847947823,-1.9595639753404124,-1.9567558708992696
100,100,0.015951168848220836,0.01595430772163366,-1.9596383182777433,-1.957109765714879
101,101,0.01591623888456637,0.01595614183890192,-1.958390256791952,-1.9566105267379197
102,102,0.015912927005478403,0.015955608240083644,-1.956730645554822,-1.956755764164119
103,103,0.01591150366614774,0.01595546814956163,-1.9555223549759602,-1.956793895463693
104,104,0.01593409992332004,0.01595546628691648,-1.958136389260159,-1.9567944024601347
105,105,0.0159521459400193,0.015957504118743696,-1.958727781803069,-1.9562397570557373
106,106,0.01594057598525716,0.015954860437073205,-1.9586726917365926,-1.9569593128642833
107,107,0.015921735243161313,0.015955452071992976,-1.9572933650030389,-1.9567982716454528
108,108,0.01594509540567386,0.015956196933984756,-1.9602962044815997,-1.9565955309767966
109,109,0.015926427716754146,0.015955927536675806,-1.9571879075409644,-1.9566688559381775
110,110,0.01593746412929493,0.015956411432278782,-1.9589444311172906,-1.956537149396447
111,111,0.015916311402910763,0.015955178067088127,-1.9587844530349643,-1.9568728542015936
112,112,0.015913912507983827,0.01595481230240119,-1.9588887886885142,-1.9569724152377324
113,113,0.015916981830348058,0.015955946065093343,-1.9607938469166517,-1.9566638128062106
114,114,0.015906992205178615,0.01595510130650119,-1.9595908311528145,-1.9568937482206934
115,115,0.0159257001617981,0.015954692014738134,-1.9569960567006497,-1.9570051580016368
116,116,0.015924336820764027,0.015956173797971325,-1.9566291582858364,-1.956601828122848
117,117,0.01591921026444005,0.015955715391196702,-1.959409690538671,-1.9567265988824345
118,118,0.01592111154507423,0.015955202967712755,-1.9582647897331276,-1.956866076342151
119,119,0.015920032257425415,0.015955543537673197,-1.957882668171123,-1.9567733754995031
