,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.01630412082466268,0.016326574804751498,-1.8546685711725177,-1.867749870702666
1,1,0.01622866458960415,0.0162447988986969,-1.8819324869388965,-1.8895573017909604
2,2,0.016124644499156893,0.01619521410841691,-1.901058313244519,-1.9028337561319302
3,3,0.01608380974875283,0.016161141328905757,-1.9103861470807502,-1.911980413964395
4,4,0.016091196164104742,0.01614205352962017,-1.9187228947311543,-1.9171128641152355
5,5,0.016038010290526237,0.01612266104080175,-1.9244871930830485,-1.9223334600575877
6,6,0.016004336825043885,0.01611584287724997,-1.9284013003295657,-1.924170450296916
7,7,0.01602663166974623,0.016114970571116397,-1.9299343825435609,-1.9244055282858974
8,8,0.016016686680851523,0.016112235423765685,-1.9317409580085605,-1.9251427063115982
9,9,0.016012595668819147,0.01611270853563359,-1.9326502700106387,-1.9250151840581367
10,10,0.016059083643263763,0.016108911386445948,-1.9282512894549322,-1.9260387706753077
11,11,0.01603135641318621,0.016105398143592634,-1.9302914714058756,-1.9269860403905916
12,12,0.016021031771124024,0.01611161496686308,-1.9299933358552825,-1.925309949521722
13,13,0.016039373842788113,0.01610592311542285,-1.9286678665113386,-1.9268444799949744
14,14,0.016044224314775663,0.01610759988819298,-1.92916808095689,-1.9263923635580058
15,15,0.01601027408326717,0.01610633377966128,-1.9310436712693075,-1.9267337462371663
16,16,0.015993029810488224,0.016107626063259023,-1.9320925502547754,-1.92638530622011
17,17,0.016021476703283098,0.016106287899770234,-1.9290602603952887,-1.9267461174025495
18,18,0.016021541089357175,0.016109210390009378,-1.9309089409366225,-1.9259581603910882
19,19,0.016011165243755912,0.016105624111859423,-1.9317132348665578,-1.9269251067321842
20,20,0.016057954102600972,0.01610728343458552,-1.9295778947527777,-1.9264776868876758
21,21,0.01602550162021647,0.016104972480159057,-1.929996476737732,-1.92710082533518
22,22,0.016034724171628656,0.01610568861820196,-1.929588426564433,-1.9269077123783145
23,23,0.016036285778757223,0.01610566273723778,-1.927306504956667,-1.9269146912596447
24,24,0.016050837098707242,0.01611064492087615,-1.9303382775207625,-1.9255714368419221
25,25,0.016057151484965664,0.016111372136755994,-1.926585287740683,-1.9253754057596617
26,26,0.0160215175182549,0.016106480536492246,-1.9302326535966619,-1.9266941746050537
27,27,0.016041125564538326,0.01610294680454229,-1.9293031601259787,-1.927647113181887
28,28,0.016039390241746436,0.01610995280115228,-1.9296472165382976,-1.9257580154892417
29,29,0.016008469708187065,0.016105122472110548,-1.9313278124703428,-1.9270603779680058
30,30,0.016033467270203473,0.016107893793990736,-1.9301523131684206,-1.9263131211491025
31,31,0.016016132159869082,0.01610366647180758,-1.9300246541117363,-1.9274530241483756
32,32,0.016025109773444145,0.01610662533264411,-1.9302901506124033,-1.9266551320054293
33,33,0.016060577935932838,0.016104463389829585,-1.9297086339271594,-1.927238111267036
34,34,0.016030717583507607,0.01610196430824305,-1.9288115182067709,-1.927912099301482
35,35,0.01602588015963736,0.016109852218314222,-1.9296757702571745,-1.9257851308436127
36,36,0.016020095734328953,0.01610540206495084,-1.9288372642588292,-1.9269849829662367
37,37,0.016002739174771553,0.016110122399894816,-1.9308518118376528,-1.9257122950509364
38,38,0.016030857637140555,0.01610541363295756,-1.9332935100553357,-1.926981863565889
39,39,0.01605959231821225,0.016113272230876118,-1.9298396572436123,-1.9248632509113353
40,40,0.016029885941252264,0.016106710426117245,-1.9311465525849902,-1.9266321877030415
41,41,0.016012107569378677,0.016105296972550844,-1.932099726781914,-1.92701332202796
42,42,0.016008046878136926,0.016105540292827708,-1.9287127139623863,-1.9269477089222171
43,43,0.01601471566623941,0.016107876049844844,-1.9301967799817228,-1.9263179052561945
44,44,0.01603628020042304,0.016107442837796714,-1.9290065328358184,-1.9264347078262163
45,45,0.016016974075476535,0.016103277080937436,-1.9303538861572718,-1.9275580389604385
46,46,0.016031748759224244,0.016108307497281777,-1.9306284322378786,-1.926201581582517
47,47,0.01603950930701703,0.01610663033237583,-1.9261780670795028,-1.926653783892145
48,48,0.01600631947638755,0.016110990980738087,-1.929202533787817,-1.9254781505240506
49,49,0.01602220460388464,0.016109180685720946,-1.9314626425194967,-1.9259661684933702
50,50,0.016025949163919258,0.016101138274136343,-1.9289882319802751,-1.928134898985809
51,51,0.016011643866749154,0.016107904773793723,-1.9311630381138511,-1.926310160820282
52,52,0.016039001217745628,0.01610480435192585,-1.9282680985840897,-1.92714616384486
53,53,0.016045647452479786,0.016104907875782566,-1.929341698727375,-1.9271182468989405
54,54,0.016066903786100064,0.016106221040612774,-1.9299164901930463,-1.926764145531438
55,55,0.016007685313750172,0.01610078888111993,-1.9318655216239877,-1.9282291414566513
56,56,0.01604678535584322,0.01610623603980792,-1.931628829639607,-1.9267601010913196
57,57,0.016077175678819725,0.016103596377529596,-1.9284687267667713,-1.9274719276846894
58,58,0.01602424143515911,0.016105612053682928,-1.928037504466559,-1.9269283582680683
59,59,0.01603338243343781,0.01611056345465936,-1.9285768545700588,-1.9255933977367472
60,60,0.01605467076806985,0.016110778247055254,-1.9321746631268013,-1.9255354962668734
61,61,0.01603447129354649,0.016101827943011335,-1.9301563228846306,-1.927948879235469
62,62,0.01604325312775435,0.016104596127804956,-1.9288646515329115,-1.927202315518196
63,63,0.016052230952557214,0.01610933655970975,-1.9271669055182556,-1.9259241459429872
64,64,0.01603248771088025,0.0161073355886497,-1.9312182627541428,-1.9264636248109122
65,65,0.016036583609955826,0.016110025738414965,-1.9316094728214743,-1.9257383529989829
66,66,0.01601565490985654,0.016108785314779533,-1.929269007536161,-1.9260727595911238
67,67,0.016056286171078682,0.0161026063326158,-1.930748518129457,-1.9277389390097452
68,68,0.01605688038368508,0.01610911657151423,-1.9281582091177798,-1.9259834533585296
69,69,0.016029608551143985,0.016111631044431737,-1.931874509181786,-1.9253056157563728
70,70,0.016069793651245303,0.016107385880068728,-1.9272071257756505,-1.9264500649942973
71,71,0.01603220948546203,0.016108853546412366,-1.9301634357958202,-1.9260543643128358
72,72,0.016019475099044975,0.01610513717720383,-1.9309310762614074,-1.9270564125601275
73,73,0.016028336748557605,0.016104298202615035,-1.9290635008645005,-1.9272826580873503
74,74,0.016064234807626487,0.01610962115228176,-1.9302561888400724,-1.9258474228008402
75,75,0.016039210083635198,0.01610989045155676,-1.929345260331996,-1.9257748238176198
76,76,0.016053277010232517,0.016105471571025095,-1.926128543282847,-1.9269662401622702
77,77,0.016027406280495458,0.016108332397906405,-1.9292646704154428,-1.9261948681549799
78,78,0.016046667663553327,0.016110280038494813,-1.9289786732349146,-1.9256697992601122
79,79,0.016045591582726573,0.01610517305763144,-1.931373258185375,-1.9270467369800999
80,80,0.016005860209541835,0.01610739568346425,-1.9302632616711737,-1.9264474217601213
81,81,0.01602116657286575,0.016108626401738116,-1.9329521830618424,-1.9261156029191957
82,82,0.016043528299970727,0.01610836504321349,-1.929035423537431,-1.926186066708615
83,83,0.0160334138199687,0.01610641377536874,-1.9270148359887551,-1.9267121760843766
84,84,0.01601793321291196,0.016105140020188532,-1.93069545614429,-1.9270556459150217
85,85,0.016018666941480537,0.016108968932377666,-1.9316637204822662,-1.9260232563830246
86,86,0.016038153310949654,0.016105288443596738,-1.9288840897052173,-1.9270156219412693
87,87,0.01602411953751574,0.016108516995844088,-1.9293261227473948,-1.9261450992500646
88,88,0.016036628515065945,0.016109707520196314,-1.9289585274103995,-1.9258241391942297
89,89,0.01603774023578339,0.016105698127495616,-1.9290810762602237,-1.9269051481709467
90,90,0.016021708602604177,0.016110505222489958,-1.9297506504925614,-1.9256090954841403
91,91,0.01606454051186129,0.0161075486164344,-1.9313120923859262,-1.9264061875152827
92,92,0.016007582762653065,0.01610450681887175,-1.9303806751644697,-1.9272263996269279
93,93,0.016038151342690606,0.016107223045669104,-1.9306013042862327,-1.926493969349234
94,94,0.016023982412268205,0.016107888304089244,-1.9300395784958448,-1.9263146013142698
95,95,0.016061853780651215,0.016108771295923936,-1.9279535709189808,-1.9260765390904209
96,96,0.01602236883349947,0.016109279209845943,-1.9308789428806707,-1.925939607022735
97,97,0.016054623981112057,0.016100985929369926,-1.9308243712861315,-1.9281759909901641
98,98,0.01604023281984108,0.0161105651212366,-1.9312615314970243,-1.925592948475452
99,99,0.016030242993045098,0.01610609036135046,-1.930449704536095,-1.926799382544898
100,100,0.016046295883422046,0.016103924791279593,-1.9292378349601822,-1.9273833593787577
101,101,0.016021351291577227,0.016111071662683236,-1.929405671020593,-1.9254564016224025
102,102,0.016017680229215892,0.016107237946830298,-1.93125813855779,-1.9264899515933065
103,103,0.016054653677820545,0.01610196166132626,-1.9285023059607223,-1.9279128132152803
104,104,0.01606226384102069,0.016103105717583707,-1.9248981762533508,-1.927604254742814
105,105,0.016039075531526326,0.016110271999710483,-1.9297239484751552,-1.925671966323961
106,106,0.01601277815043619,0.016108460234184014,-1.929969892920841,-1.9261604025329129
107,107,0.016028329499603547,0.016108694143201176,-1.9301045827180885,-1.9260973396104504
108,108,0.016041212647999684,0.016103294923117285,-1.9285259432332247,-1.9275532270479798
109,109,0.01606474376101162,0.01610392567358519,-1.927569701996144,-1.9273831214364876
110,110,0.016019088235328494,0.016110431206853765,-1.9308800742711307,-1.9256290480900762
111,111,0.01605294938631279,0.01610654474873292,-1.9283415119618887,-1.9266768604772764
112,112,0.01598170542724661,0.0161114332119101,-1.9306548630973865,-1.9253589425112752
113,113,0.016042293097401402,0.016108927660082515,-1.9321889173052473,-1.9260343833229763
114,114,0.016025138001159293,0.016108783648202295,-1.9299889475909189,-1.926073208902057
115,115,0.01602290428637229,0.016102855240828114,-1.926653731535455,-1.927671807872461
116,116,0.016061807598573032,0.016108233481645584,-1.9286683454644151,-1.9262215369106783
117,117,0.01602414919581917,0.01610580782749151,-1.9291069621254875,-1.9268755673727378
118,118,0.016032985325173003,0.016102224588394165,-1.9271821428512386,-1.927841898351075
119,119,0.016024853995780356,0.016108797176888113,-1.9303600130246097,-1.9260695615558259
