,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0017367059583343642,0.0015924766745516344,-14.584693988244922,-14.978583454969527
1,1,0.0015073924663851095,0.0014322200287623626,-15.20133617552341,-15.439216825308959
2,2,0.0013813681218811532,0.0013340298319235444,-15.57976509862913,-15.747658838232095
3,3,0.001310139496033032,0.001272094901651144,-15.819781846542696,-15.954119132785934
4,4,0.0012491545099861075,0.001211753531702255,-16.02388762470891,-16.165171311543645
5,5,0.0011652305664629052,0.0011160217691212893,-16.3235842978369,-16.522587592863673
6,6,0.0010977381085448888,0.0010924052545114567,-16.586248229471213,-16.615476448730227
7,7,0.0011013459531859179,0.0010808773130472553,-16.569289298114146,-16.66155023956238
8,8,0.0010772308229094313,0.0010708817648456285,-16.672555253383003,-16.701899019284774
9,9,0.001068829756815793,0.0010536806045198127,-16.695023334142416,-16.772224394100533
10,10,0.0010527766042043331,0.0010423354718736128,-16.771213180364064,-16.819239077608835
11,11,0.0010420905609768768,0.0010338914304922678,-16.808383638069554,-16.854564896690817
12,12,0.001024543584958103,0.0010280561032950093,-16.880227504795577,-16.87914609602718
13,13,0.0010334184512102342,0.0010197450204654352,-16.840428300883424,-16.91439832035564
14,14,0.0010254288226673285,0.0010133632611924487,-16.88779213670793,-16.94166270135006
15,15,0.0010034307878291637,0.0010078116105624328,-16.974003799050397,-16.965520679511847
16,16,0.0010080166783942312,0.0009991865648005746,-16.951626987274942,-17.00284839496728
17,17,0.0009950519450604147,0.0009923123411442105,-17.010509539976518,-17.03283032716393
18,18,0.0009873749024580357,0.0009832231934476447,-17.04712409941149,-17.072793106607488
19,19,0.00098080561045058,0.0009772469087405817,-17.07312981798261,-17.099271199870376
20,20,0.0009687916962573901,0.000964023439385193,-17.126453629460705,-17.15843831797993
21,21,0.0009529872355771434,0.0009399822600627024,-17.197634849844867,-17.268117679209503
22,22,0.0009328939228261024,0.0009162059991228345,-17.292958496497818,-17.3793829420131
23,23,0.000907533476849269,0.0009035364430593816,-17.40792056228137,-17.439857513214033
24,24,0.0008986523565740238,0.000892358323510148,-17.441008670150133,-17.493921464192134
25,25,0.000883762721097116,0.0008742877704973676,-17.5308581000696,-17.582770217820663
26,26,0.0008667703320694723,0.0008588008625481866,-17.604586446840145,-17.660389533650417
27,27,0.0008549360347162816,0.00084782454895934,-17.66876261698148,-17.71625437805778
28,28,0.0008496835698210395,0.0008410044400462587,-17.70359744314603,-17.751331366762315
29,29,0.000841082150558221,0.0008344174221795248,-17.742888884790133,-17.785480619745144
30,30,0.0008335181694362581,0.0008260309052849678,-17.782965972340907,-17.829351289142863
31,31,0.000826162140883659,0.0008217933262992455,-17.81776973354698,-17.85168815240502
32,32,0.0008206395312337224,0.0008190838944804119,-17.843078706796195,-17.86603038767438
33,33,0.0008113639682444945,0.0008126859749226194,-17.90146253995726,-17.900086604182043
34,34,0.0008096408024526288,0.0008095046658510048,-17.907025583753512,-17.91712069020801
35,35,0.000808198304400424,0.0008074918449366171,-17.916256342673623,-17.927932803429645
36,36,0.0008126908850846524,0.00080046762320164,-17.8878167069472,-17.965876547716245
37,37,0.0007911855948983317,0.0007968231098187205,-18.00817656028615,-17.985695041186826
38,38,0.000797023529249253,0.0007913582621289319,-17.97535853578512,-18.015582843739224
39,39,0.000787000839728094,0.0007907953358402377,-18.025539144152383,-18.018673261654754
40,40,0.000792812392206805,0.0007859358294425826,-17.99636939589543,-18.04544337366948
41,41,0.0007852050037718541,0.0007815154293846143,-18.041565263199892,-18.06993868644572
42,42,0.0007873186421551809,0.0007762407675679577,-18.030510529692098,-18.09934977503912
43,43,0.0007698605138299622,0.0007738148867103614,-18.128747963118506,-18.112943448627
44,44,0.0007702654351230673,0.0007708295505787982,-18.121212414031355,-18.129730698709597
45,45,0.000765194661540853,0.0007670524432078788,-18.151727383747524,-18.15106367736105
46,46,0.0007618343518787669,0.0007640990263194238,-18.16722926890714,-18.16781779050653
47,47,0.0007552294865893872,0.0007617270273744668,-18.209607789835783,-18.181320599430606
48,48,0.0007545275814091959,0.000757614919597185,-18.219818823009003,-18.204829067433295
49,49,0.0007512630773564205,0.0007538577988988867,-18.230423673074107,-18.22641993212898
50,50,0.0007553846778146462,0.0007529218472834481,-18.209097935194855,-18.23181526216575
51,51,0.0007514023106814045,0.0007519379631910277,-18.236345383757634,-18.23749413657093
52,52,0.000751353643076091,0.0007461438592719404,-18.232622870491426,-18.271088562046636
53,53,0.0007465717235109625,0.0007481074793950507,-18.258102781495797,-18.259674285842248
54,54,0.0007444592600822756,0.0007442053143964394,-18.267935501544798,-18.282386583101452
55,55,0.0007432494138501892,0.0007449229842198914,-18.278428592339736,-18.27820050902611
56,56,0.0007390473386003953,0.0007399036181404403,-18.29916523348504,-18.30756274285183
57,57,0.0007405695751472616,0.0007407556189910361,-18.288619999664924,-18.302564708198748
58,58,0.0007399248148881129,0.0007377812718531411,-18.29993677124537,-18.320037986001413
59,59,0.000732461880465259,0.0007382512190624288,-18.33840209406197,-18.317272525377316
60,60,0.0007394598532928942,0.0007336245494355497,-18.31391178708428,-18.34457569524503
61,61,0.0007326123358672197,0.0007323432548314725,-18.340951358666732,-18.35216739427581
62,62,0.0007261383820075504,0.0007326014119347459,-18.378084907579357,-18.350636739785987
63,63,0.0007257993421853357,0.0007336876924933964,-18.3705823251019,-18.344201914112062
64,64,0.0007317245256194134,0.00072907792453311,-18.343947026284503,-18.371574767182423
65,65,0.000727267431805736,0.0007302559679374099,-18.370533783625415,-18.364563104345
66,66,0.00073860191917719,0.000727297355249328,-18.307230038151502,-18.382194170170415
67,67,0.0007240638051652493,0.0007267575772283109,-18.392437749480766,-18.38541856866476
68,68,0.000725028765167004,0.0007231370086389545,-18.38347461300253,-18.40710836933494
69,69,0.000727529998163011,0.0007266622637153456,-18.38365114819137,-18.385988178788757
70,70,0.00071851906820306,0.000725778999223717,-18.423229987275235,-18.39127027799442
71,71,0.0007286730250007636,0.0007243277688853835,-18.362902690990424,-18.399962900526532
72,72,0.0007303838585695424,0.0007231130914174413,-18.358521793917696,-18.407252011396935
73,73,0.0007231879586920372,0.0007200684447429682,-18.399055478632647,-18.425576458857485
74,74,0.0007191499396342516,0.0007202514680102468,-18.42329639433516,-18.424472731904007
75,75,0.0007220634856962205,0.0007240556940240296,-18.401541307463347,-18.401594521093408
76,76,0.0007127086378720388,0.0007223275667791696,-18.450205219265065,-18.411972358060087
77,77,0.0007231474233570403,0.0007216442946197563,-18.397142915418087,-18.416082429157058
78,78,0.0007202298807690746,0.0007194448568809189,-18.412304734788545,-18.42933913036743
79,79,0.0007207456774548771,0.0007204040272259398,-18.412391051337032,-18.423552933576016
80,80,0.0007200118330710558,0.0007209773849401819,-18.420156290067965,-18.42009782998603
81,81,0.0007121319697747371,0.0007182000186539403,-18.452867104696786,-18.436860132489063
82,82,0.000727580629826821,0.0007182062101109247,-18.38023388423659,-18.436822693002245
83,83,0.0007173265000450012,0.0007162453594470495,-18.439607358966803,-18.448696041279124
84,84,0.0007168283006752428,0.0007143930323716057,-18.43660456259897,-18.459942151850093
85,85,0.0007140285265872005,0.000714934427952884,-18.45509057506574,-18.456652141250743
86,86,0.0007189431854226079,0.0007157716379304858,-18.42615938048521,-18.451569396113378
87,87,0.0007141189680905225,0.0007152764592319727,-18.455874261177442,-18.454574932899032
88,88,0.000712320862635586,0.0007141714358065082,-18.452328558624668,-18.461289492741543
89,89,0.0007106556980774651,0.0007116738400471054,-18.46876103175275,-18.47650423145262
90,90,0.0007113418433834443,0.0007135675221338476,-18.472491569343852,-18.464963503172733
91,91,0.0007125496367453454,0.000710959414534859,-18.460608238102488,-18.480866157940458
92,92,0.000705685460527149,0.0007132041623423758,-18.50066512270627,-18.467175562151898
93,93,0.0007053183028042393,0.0007089586456698415,-18.50471791324392,-18.49310522267346
94,94,0.0007019905564279209,0.000711180600582769,-18.526516517804026,-18.47951523778021
95,95,0.0007104393558039033,0.0007056804943682724,-18.478048168068714,-18.513233120017418
96,96,0.0007067390221900777,0.0007068357081152499,-18.49706264665674,-18.50612944125315
97,97,0.0007050391538644728,0.0007042789029104537,-18.504054783623545,-18.521867462789103
98,98,0.0007018377973227618,0.0007030704965520846,-18.522265209976048,-18.529325516098535
99,99,0.0006996785535371488,0.0007020603699952756,-18.536756720504005,-18.53556966709773
100,100,0.0006976462168542226,0.000704307718766167,-18.545638615265425,-18.52168977308317
101,101,0.0007049310400352342,0.0007041221741881026,-18.508329933795014,-18.52283404000437
102,102,0.0007028014959585037,0.0007037732590872206,-18.513618505757734,-18.524986641717344
103,103,0.000692560195865244,0.0007020846303356322,-18.587899064343464,-18.535419595246964
104,104,0.0006993528642720476,0.0007025883441153718,-18.54572033588656,-18.532304847140388
105,105,0.0007024119204851155,0.0007010931884379763,-18.525647976161174,-18.54155677631087
106,106,0.0006944304488157642,0.0007004588045866081,-18.57704370652305,-18.54548826691905
107,107,0.000703232184042866,0.0007019491504730755,-18.51929504267214,-18.536257725464402
108,108,0.0006948083593538895,0.0006968884324458869,-18.562293873428757,-18.567681695329142
109,109,0.0006866385204928744,0.0006966542231997377,-18.611564586124267,-18.56914151119856
110,110,0.0006944730286198409,0.0006963836096570288,-18.574715628613653,-18.57082884469422
111,111,0.0006907755705844803,0.0006943770138987977,-18.59777982786127,-18.583360894497012
112,112,0.0006887681929865064,0.0006917281303015587,-18.611655246865165,-18.59995987957004
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114,114,0.0006853234534123048,0.0006878191978964759,-18.628386657609987,-18.624571319601248
115,115,0.0006859159545934538,0.000689628341014644,-18.628496175167456,-18.613163243390954
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119,119,0.0006820294908823964,0.0006842304198806616,-18.650089294534638,-18.647290469451793
120,120,0.0006851034650588696,0.0006832761359155962,-18.634886594172702,-18.653351724890936
121,121,0.000690119305011077,0.0006828642217442393,-18.607735209097765,-18.655970665998357
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