,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.04166002636871387,0.041308164400489705,-3.792100544491484,-3.820746811661693
1,1,0.04103505400191877,0.04061562411094967,-3.864301162127231,-3.8941744683624613
2,2,0.040501506288641506,0.03998406956854619,-3.9299185232124074,-3.962235835325318
3,3,0.03980011450722046,0.039373954267878285,-4.000188602595407,-4.029015454156667
4,4,0.039155456899982136,0.03873612359166145,-4.067736447432378,-4.0999442018547345
5,5,0.03853312964291917,0.03806636109948158,-4.144911006122483,-4.175692149220702
6,6,0.03777694506282659,0.03747927024960518,-4.217973406075507,-4.243194516989714
7,7,0.037393390018608155,0.03701112576221165,-4.278895120317657,-4.297782827771476
8,8,0.036868813418850455,0.03659395834333018,-4.330845783005221,-4.347011885841494
9,9,0.036605335272771794,0.03625775363884474,-4.3760918205056685,-4.387096842131327
10,10,0.03619944968635274,0.03599908340134119,-4.41057015283084,-4.41819134924759
11,11,0.03598974157393593,0.03579841260063021,-4.437943790572115,-4.442468086798219
12,12,0.03580870882598395,0.035640473624593334,-4.457823810804192,-4.461671112250766
13,13,0.03559814024831831,0.03553095793253497,-4.474406409118872,-4.475036615020923
14,14,0.0356446325625341,0.0354360871409115,-4.484614637540218,-4.486648169594558
15,15,0.035463879633810105,0.035377443621033115,-4.497012893971065,-4.493841304192079
16,16,0.03537952830803763,0.035323014776957665,-4.501798695728265,-4.5005281494668745
17,17,0.03538306956131434,0.03529967112760795,-4.5115014564122475,-4.503399186822486
18,18,0.035293497337201205,0.035272103391195596,-4.514203331989625,-4.506792191035024
19,19,0.03535991019962989,0.0352551270472376,-4.512682395897198,-4.508882938849849
20,20,0.03529782343617419,0.03525975072070172,-4.514973343729203,-4.508313403472911
21,21,0.035252387145745384,0.03522658504937824,-4.520216303242077,-4.512400342863363
22,22,0.03516437716244422,0.03513386080923833,-4.525933253250503,-4.523847015394322
23,23,0.035025464466859384,0.034647838457634576,-4.552463601135015,-4.584344320790342
24,24,0.03444456343644673,0.033905842978703346,-4.630817292104567,-4.678360315216958
25,25,0.03378451511878328,0.033304525245177116,-4.718562597169248,-4.756073307627867
26,26,0.033242447666593435,0.03280291000479146,-4.789163031061454,-4.821982054867942
27,27,0.032688090942569616,0.032356087314455134,-4.859902921042718,-4.881545792370579
28,28,0.0322040691395703,0.0319243158752981,-4.913351115484483,-4.939889786608521
29,29,0.0318208821885979,0.03156500927319652,-4.970163376417103,-4.989046566965848
30,30,0.03142322557642288,0.031222784107452946,-5.02360738458557,-5.036389518477087
31,31,0.031153262736871072,0.03089237017066855,-5.0637249287040635,-5.08259347776286
32,32,0.03089975613678239,0.030598208798389686,-5.107190920745023,-5.1241457407183075
33,33,0.030593935976323393,0.03032025998752368,-5.145815022125976,-5.163776570209282
34,34,0.030315952644366578,0.030081817880272865,-5.1816663599402375,-5.198065002992101
35,35,0.030108510545387712,0.029857756569981575,-5.2112637822617325,-5.2305340502992586
36,36,0.0299108319330154,0.02964069517819505,-5.246997699563192,-5.262221927928184
37,37,0.02969500760442203,0.029436029983978523,-5.276441604121791,-5.292313413143327
38,38,0.02948443176820106,0.029276695494589052,-5.30364124158576,-5.3158852227739795
39,39,0.029291103699619007,0.029104803051603467,-5.330825930083502,-5.341459131305241
40,40,0.029136693316329385,0.02895401418209076,-5.35516096327691,-5.364017951593213
41,41,0.028945791026212506,0.028808763936946268,-5.37667913315304,-5.3858595301927705
42,42,0.02885122382149254,0.02867715962623295,-5.39367740314332,-5.405744441922684
43,43,0.02872039197185605,0.028572363582880872,-5.415430801855024,-5.421644100692217
44,44,0.02858284864689886,0.028475371826636165,-5.431104862251825,-5.4364117421462455
45,45,0.02850971841397359,0.028381526470184326,-5.447269261040578,-5.450748281314432
46,46,0.028428430793826114,0.028274924249241228,-5.460278964450179,-5.467091278576164
47,47,0.028380205739558358,0.028225653265651903,-5.471487550722237,-5.474665757512876
48,48,0.028344591945102533,0.028138660776771997,-5.477246945786861,-5.488071540419311
49,49,0.028175999996127542,0.028079741977547343,-5.499919288515813,-5.497174651677703
50,50,0.028158145908688762,0.02802106777304097,-5.501718065433641,-5.506258974221908
51,51,0.02811003789382497,0.027980044582172445,-5.513660588187886,-5.512621758053088
52,52,0.028067629227472336,0.027930298428002157,-5.523934294931666,-5.520350018975836
53,53,0.028026670371134255,0.027888833103995574,-5.524966605776232,-5.526802346063205
54,54,0.028000240396593035,0.027848684376007633,-5.530714524434677,-5.533058948375109
55,55,0.027951933366736185,0.02782514514891725,-5.532071363964979,-5.536731394524413
56,56,0.027920309358190017,0.027796423258750064,-5.540236049765493,-5.541216618467297
57,57,0.027899305460993777,0.027778973998992068,-5.545325052364141,-5.5439437667556195
58,58,0.027857043482747274,0.02774892482710512,-5.548178882423076,-5.548644175410029
59,59,0.027885389927121782,0.02773765974531048,-5.5503545659499265,-5.550407615335741
60,60,0.027873198261734136,0.027721294446995382,-5.5512616351236055,-5.552970721352707
61,61,0.027860583219024324,0.027730695707233327,-5.557212944752241,-5.551498126601089
62,62,0.027809714245581135,0.027695836401299426,-5.558214568089972,-5.5569609277651715
63,63,0.02778744146458267,0.02768778849981333,-5.562823965338318,-5.558223091170746
64,64,0.027766671300548867,0.027684764544430533,-5.560255066796152,-5.558697437057065
65,65,0.027790631522837374,0.027668796577735952,-5.564291113112382,-5.561203075312111
66,66,0.02777201818667122,0.02768064731437909,-5.56599711234389,-5.559343360291564
67,67,0.02778467238333422,0.027670109154362427,-5.561363540946607,-5.560997055775396
68,68,0.027762218407288042,0.027664735521140852,-5.565681493450758,-5.561840552952237
69,69,0.027779559172766723,0.027658036468844665,-5.562871612084226,-5.562892330133961
70,70,0.027799111915771495,0.02765251754930145,-5.56499400929016,-5.56375901330291
71,71,0.02769869650454865,0.02765292507645331,-5.569609964476561,-5.563695009911966
72,72,0.02777738469777648,0.027664270840193097,-5.569231278484443,-5.56191350144155
73,73,0.027731117437180784,0.02765483879729321,-5.568345940135229,-5.563394466790065
74,74,0.027750822398619552,0.027641676562397105,-5.569099909552884,-5.565461969979251
75,75,0.027691074368572727,0.027645056283003407,-5.569462009388442,-5.564930994847975
76,76,0.027778418523441886,0.027638816813889303,-5.567597896730105,-5.565911304969524
77,77,0.027785416500470072,0.027657622373417803,-5.558109278085011,-5.5629573530814
78,78,0.02775310892035666,0.027639385410829595,-5.56796921402454,-5.5658219610677095
79,79,0.027772699914795838,0.027647433606417554,-5.565083227326115,-5.564557541439323
80,80,0.027788262987106117,0.027642604061647466,-5.566721816180779,-5.565316247614089
81,81,0.027707034875590775,0.02765497712320403,-5.569250731860178,-5.563372743998631
82,82,0.027702274165817144,0.027643839387517227,-5.5666793167512,-5.565122169219745
83,83,0.027741285559442854,0.027650418838388043,-5.568685963261933,-5.564088637235662
84,84,0.027726355824888367,0.027638886908167286,-5.570266258091045,-5.5659002909236825
85,85,0.027735376711358728,0.027620474660867138,-5.567839039691986,-5.568794402426516
86,86,0.027672100312931023,0.027646981375782115,-5.571864062469681,-5.5646285798143875
87,87,0.027762498322528664,0.027639224439075117,-5.566740091066311,-5.565847254447879
88,88,0.02776773563903017,0.027653843850681658,-5.569704913109829,-5.56355071705767
89,89,0.027783900691369146,0.027641498042564643,-5.567071617509452,-5.56549001836059
90,90,0.02785094669952835,0.02764689873315786,-5.561820065312696,-5.56464156180647
91,91,0.02772227812980868,0.027652323246002197,-5.570624128220619,-5.563789529564946
92,92,0.027732218145248816,0.027618548195613057,-5.5669860374168145,-5.569097323508934
93,93,0.027777476236224174,0.027651051451501093,-5.57067893535423,-5.563989276266506
94,94,0.0277389270090258,0.02763104076056104,-5.568839562111223,-5.567133344331281
95,95,0.027757343154438993,0.02765209502295444,-5.564971915725838,-5.5638253733594905
96,96,0.027656628702258327,0.02764677109294816,-5.575691208442272,-5.564661612361592
97,97,0.027775024419131968,0.027645258036883252,-5.56602297623172,-5.5648993001116365
98,98,0.02775524001683771,0.027643610576265736,-5.562515037062747,-5.565158116424396
99,99,0.027777229522153276,0.02763309937558676,-5.56598875695744,-5.566809790886227
100,100,0.02773331353421678,0.02763928923951952,-5.569364855106146,-5.565837072381266
101,101,0.027694413188806513,0.027646014859017572,-5.57145918932566,-5.564780408409737
102,102,0.027759781856205045,0.02763918297071206,-5.568105590212985,-5.565853770366878
103,103,0.027806356990921127,0.027647626733309345,-5.565219763290834,-5.56452720457274
104,104,0.027815003984982205,0.027627655353985335,-5.564920294285955,-5.567665482619024
105,105,0.027702601549705278,0.027642465147532914,-5.569720946053866,-5.565338072542327
106,106,0.0277383347262734,0.027650190811408192,-5.573489385317176,-5.56412445270305
107,107,0.02766695651273752,0.02765059471130371,-5.574991958584803,-5.564061013641847
108,108,0.02774178430668472,0.02764047682285309,-5.570346762214415,-5.5656504721383975
109,109,0.027766956381269338,0.027629502705837552,-5.570538168049054,-5.567375096814173
110,110,0.02777979400047322,0.02763596804518449,-5.566527948076976,-5.5663589609967605
111,111,0.02778614802074801,0.027622443084654055,-5.566366790755197,-5.568484905526658
112,112,0.027692911186322722,0.02764979524439887,-5.567858197672906,-5.564186583846881
113,113,0.02767403089662188,0.02764076739549637,-5.572914851094883,-5.565604816836186
114,114,0.027725864413011933,0.027645475476195936,-5.569395969751831,-5.564865141514835
115,115,0.02774428459095586,0.027660600939079336,-5.56455370717558,-5.562489668273543
116,116,0.02772157750639719,0.02764304433214037,-5.570636173527389,-5.56524707702419
117,117,0.02770116326120711,0.027636560562409852,-5.571011732904584,-5.566265848932629
118,118,0.027688933862853295,0.02763217060189498,-5.575260577755086,-5.566955763678716
119,119,0.02767527654536606,0.02764023977674936,-5.571627936300098,-5.565687717608839
