,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.01625965239921796,0.016134946950172122,-1.86786272096666,-1.914183711181621
1,1,0.016099768873188914,0.016132739225500507,-1.9136948743111977,-1.9147779915639944
2,2,0.01608772680509029,0.016137129087981424,-1.9132567146867128,-1.9135963982305382
3,3,0.016057768846218734,0.016140361953722804,-1.9151811626641901,-1.9127264323740873
4,4,0.016093970180402713,0.016137596807981793,-1.9136411481840083,-1.9134705237516012
5,5,0.01607590185996798,0.016136893120251204,-1.913888605822736,-1.9136599040944695
6,6,0.016075791656663736,0.016135060375458317,-1.9150590611443221,-1.9141531812995514
7,7,0.016073716295518212,0.01613888448398364,-1.9148497559293307,-1.913123998628667
8,8,0.01608616461228464,0.01614138415377391,-1.9152447087262763,-1.912451394065895
9,9,0.01607625822046983,0.01610839278682282,-1.913939369446016,-1.921337020556808
10,10,0.016025242942971054,0.016048345224637734,-1.9337964979898667,-1.9375565483029622
11,11,0.01599312416210617,0.016049006169563847,-1.9390061687109803,-1.9373776894739168
12,12,0.015999738453436142,0.016047131172136256,-1.9376960210690113,-1.9378851032032647
13,13,0.016002203040209013,0.016047637027345206,-1.9366528708810982,-1.937748202307429
14,14,0.01601837364207838,0.016044134568226964,-1.9391101137626388,-1.938696170336961
15,15,0.015938001339199002,0.016047548796785504,-1.9424933925178347,-1.9377720800599516
16,16,0.01597624824180738,0.016047648301250057,-1.9419245480002312,-1.9377451512707322
17,17,0.015970333498547373,0.016051408981806355,-1.9392760884229592,-1.9367275246115623
18,18,0.016002510031013144,0.01604538763824262,-1.9388771941916891,-1.9383569933370592
19,19,0.015974822828603776,0.016045896826606048,-1.937679956941227,-1.9382191754215774
20,20,0.016027478107548867,0.016047083331566108,-1.937545688001891,-1.9378980506431365
21,21,0.01596185045566448,0.01604621239790791,-1.9403504879931797,-1.9381337644726793
22,22,0.016008528909578768,0.01604823425020042,-1.9404685019901229,-1.9375865799054235
23,23,0.015990115529329506,0.01604637003650791,-1.939765190872679,-1.9380910994274125
24,24,0.016015835500024642,0.016043292848687423,-1.9389534239553174,-1.9389240191742443
25,25,0.016016304560159286,0.01604132766002103,-1.9386230560772353,-1.9394560314475693
26,26,0.01599078255791947,0.01604705431351536,-1.9393380113967993,-1.9379059040271125
27,27,0.016013250868652285,0.016047059607348944,-1.9375344399149443,-1.9379044713141114
28,28,0.016024654030262195,0.016045857907125826,-1.9388832352177285,-1.9382297092896315
29,29,0.015998400286915376,0.01604611024652657,-1.9396948110697851,-1.938161412070348
30,30,0.015992339594846534,0.016043490779243018,-1.939118529606649,-1.9388704393894376
31,31,0.016005601772328012,0.016043944382353834,-1.9394996901246917,-1.9387476515586104
32,32,0.01599544780232857,0.01604294120089004,-1.9393313193993125,-1.9390192118339669
33,33,0.016022401746631283,0.016044895409753446,-1.9403281897517763,-1.9384902250174285
34,34,0.015974874560212352,0.016041003363697154,-1.9405589302764268,-1.9395438306189337
35,35,0.01596255111748103,0.0160514962320265,-1.9399219208120608,-1.9367039178451946
36,36,0.015981943221743573,0.016044346713706067,-1.9400364904640355,-1.938638745611792
37,37,0.015982215052720197,0.016045804968790003,-1.9385033376464271,-1.9382440375138918
38,38,0.016018987710098017,0.01604900685580153,-1.9378228964396378,-1.937377503774421
39,39,0.016007543243851858,0.01604519372707919,-1.9397436778056674,-1.9384094788606456
40,40,0.01597781473597915,0.016043836545003087,-1.940252710911052,-1.9387768422131333
41,41,0.016001572688446215,0.0160503474701392,-1.939017597561381,-1.9370147417053543
42,42,0.015965298490272353,0.01604358508790794,-1.9398785314172484,-1.938844910274263
43,43,0.015984401423676114,0.016045245783109414,-1.9385003015623004,-1.9383953889030006
44,44,0.016016357683951092,0.016047169993582525,-1.9396311857217008,-1.9378745967025577
45,45,0.015981465510870378,0.016048649914170567,-1.937426547087603,-1.9374740951124165
46,46,0.015997525919036765,0.016048207290862735,-1.9409437075196987,-1.9375938755999185
47,47,0.016028559977937604,0.016052412653439922,-1.9359152515666667,-1.936455974976633
48,48,0.015984621177398666,0.016051303301202625,-1.941200849325946,-1.9367561181476098
49,49,0.01601339443634773,0.016045601156197097,-1.9376375343258354,-1.9382992016186358
50,50,0.015994633634373086,0.016043034529215412,-1.938965976555496,-1.9389939472279871
51,51,0.01598023538736953,0.016044820119675837,-1.9383498404271802,-1.938510604172998
52,52,0.015993482049208942,0.016047682613134384,-1.9393467498326245,-1.9377358655200618
53,53,0.016031873902094734,0.01604524176371725,-1.9366277995361352,-1.9383964768265391
54,54,0.01603395292132171,0.01605043266164629,-1.9374925395851281,-1.9369916904266744
55,55,0.015983411715817207,0.01604765114423476,-1.940159068189269,-1.9377443818792084
56,56,0.01603128713046767,0.016045695562895975,-1.936542973889087,-1.938273649327161
57,57,0.0160337127361101,0.016051347612550382,-1.9374372206488175,-1.936744128998259
58,58,0.01597623460801299,0.01604776907908289,-1.938629427344352,-1.9377124655164304
59,59,0.01597916026666914,0.016046427582439623,-1.9389747835732751,-1.9380755246676817
60,60,0.016006266525418488,0.016046551301291113,-1.9385111937737327,-1.9380420404500251
61,61,0.016001682613313813,0.01604861413177691,-1.9392381076886511,-1.9374837782406056
62,62,0.016018981517282958,0.016046351900226193,-1.9373800296781543,-1.9380960080089202
63,63,0.016019907597567617,0.016044737084915762,-1.9395204363515608,-1.9385330797328049
64,64,0.016002377427960793,0.016040078119227762,-1.9391407676170886,-1.9397943387371184
65,65,0.016028823657441384,0.016044469452218005,-1.9400199092735009,-1.9386055224114247
66,66,0.015976701027800126,0.016046192202913135,-1.938759254674563,-1.9381392302985674
67,67,0.015997559158611542,0.01604620808441388,-1.936689826070615,-1.9381349319300578
68,68,0.015986519961704297,0.016045612037966128,-1.9397028938598369,-1.938296256331267
69,69,0.01601563034982411,0.016046794229432157,-1.937384750536065,-1.937976293268227
70,70,0.0160042323920991,0.01604428259949935,-1.9367918799967687,-1.938656100323903
71,71,0.01600424791734243,0.016050575987288828,-1.9375474458803503,-1.9369529093800417
72,72,0.015992206204490562,0.016042426620659075,-1.9397712511611829,-1.9391585148060049
73,73,0.015997093631741927,0.016049048226130635,-1.938010583913889,-1.9373663087623874
74,74,0.01601737812545496,0.016047389197506402,-1.9378852826024593,-1.937815272594701
75,75,0.016018958781490622,0.016048919997717206,-1.9356597169155145,-1.9374010080878952
76,76,0.01600197359881143,0.01604601927101612,-1.937895088366313,-1.9381860350310356
77,77,0.01598558645004157,0.016047148033976555,-1.9353427780306995,-1.9378805397705419
78,78,0.015990445678381576,0.016042231729156094,-1.9386872123865135,-1.9392112754141393
79,79,0.016032144091255272,0.016044739143628823,-1.938492191437753,-1.938532522486114
80,80,0.016001976248760198,0.01604804406432729,-1.9381711720688035,-1.937638047975602
81,81,0.015991774925328408,0.01604505873432285,-1.938125196963425,-1.9384460174383633
82,82,0.01598533773890783,0.01604958270725451,-1.93852683785791,-1.9372216781684646
83,83,0.01597476871588181,0.016043753902378836,-1.9398582476362172,-1.9387992130020781
84,84,0.015991261824197377,0.016047470565689236,-1.9411010796947927,-1.9377932517769947
85,85,0.016021014911305045,0.016044577975806436,-1.937059772197056,-1.938576147157629
86,86,0.016001041210496548,0.016044846784911658,-1.9403373078962216,-1.9385033865444636
87,87,0.016002569568449074,0.01604955868893548,-1.9390732563302013,-1.937228177422317
88,88,0.01597339530312216,0.01604616269469261,-1.9402337642615848,-1.9381472167846847
89,89,0.016004314636523576,0.016049398599486602,-1.9369861577358325,-1.9372714971872766
90,90,0.01599674003640401,0.016042234376072884,-1.9387079190728043,-1.9392105588422306
91,91,0.016040458929600175,0.016049552904932124,-1.9403797489521588,-1.9372297425502079
92,92,0.015978329795767965,0.016043535776828464,-1.9410497516912715,-1.9388582586390495
93,93,0.015995454158365112,0.016047034804758272,-1.9364862284758535,-1.9379111838439167
94,94,0.015990469470312914,0.016044345145162783,-1.940455301781629,-1.9386391701910777
95,95,0.016026501889465396,0.016050494521072035,-1.9386636039096319,-1.936974952463249
96,96,0.015970191918313503,0.016044908546303447,-1.9408397786535934,-1.9384866692891451
97,97,0.01604869522000711,0.016049997096783238,-1.9365710365591289,-1.9371095476752973
98,98,0.016021851757445287,0.016044217308885174,-1.9384061207525614,-1.9386737735423696
99,99,0.01601213305113242,0.016042856989722503,-1.9359222808307106,-1.9390420084900815
100,100,0.016002044897795338,0.016044657873479945,-1.9384179995664639,-1.9385545205169172
101,101,0.01598407887882486,0.01604406780710346,-1.9392964561643353,-1.9387142417684524
102,102,0.0159587342023235,0.016044251914871365,-1.9426443956287562,-1.9386644061968976
103,103,0.016022501369342974,0.016046475128907906,-1.9367193486806666,-1.9380626562967553
104,104,0.016031306160172235,0.016049881710817938,-1.9357639758014895,-1.9371407699040897
105,105,0.015995764682434268,0.016045070498397474,-1.9383074306402304,-1.9384428332363566
106,106,0.015982258536843295,0.01604816592053363,-1.9403707598673228,-1.9376050711985777
107,107,0.016005154622277033,0.016047782313666846,-1.9393301432342647,-1.937708883894347
108,108,0.015977647664390273,0.01604923076535526,-1.9401646227766378,-1.9373169131059993
109,109,0.016008028203679116,0.016046022800238507,-1.9401538263186584,-1.9381850798273714
110,110,0.016013650828492397,0.016047650163895207,-1.937534011421017,-1.9377446471866153
111,111,0.015992968535223574,0.01604409319789786,-1.939504153319237,-1.9387073687775702
112,112,0.015935522936207733,0.016044497293861287,-1.9412153633567097,-1.93859798619367
113,113,0.01601366583526749,0.016048149450829153,-1.939356485703124,-1.9376095282221895
114,114,0.015983233938819355,0.016045015893484418,-1.9386232758693642,-1.938457613260403
115,115,0.016000881656697115,0.016047270576420584,-1.9387976897928894,-1.9378473754326009
116,116,0.016010011786345354,0.016046750310220216,-1.9403092098572698,-1.9379881796906642
117,117,0.015982421921546926,0.01604860472051721,-1.939855960006311,-1.9374863250395506
118,118,0.016014553452889945,0.01604606809192582,-1.9377089167521047,-1.938172821399
119,119,0.015966664970919642,0.016044778161143,-1.9402058958358859,-1.9385219613480678
