,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0030544996669650383,0.002922102478087733,-15.14903921707357,-15.346320375534077
1,1,0.002780943768118153,0.0026664656807521454,-15.557095027329018,-15.743914817332925
2,2,0.0025581056756188267,0.0024486047852980463,-15.927012479136717,-16.114087862217545
3,3,0.0023381323625631246,0.0022603594452926985,-16.30591618141141,-16.46149973408046
4,4,0.0021784582544963076,0.002092062979691515,-16.626320490075955,-16.797527256790225
5,5,0.0020108362887841986,0.0019423628446498984,-16.960408799805297,-17.119971182395876
6,6,0.001873972441655459,0.0018097097176666323,-17.270964765863376,-17.427185616733226
7,7,0.0017479602439501851,0.0016959738292682328,-17.56945785225797,-17.70908333786
8,8,0.001636505236167499,0.0015882828922354076,-17.86040828429143,-17.9939962208191
9,9,0.00154474710195911,0.0014968417817726731,-18.11618146674231,-18.25151582872174
10,10,0.0014523160571866122,0.001410232746581498,-18.38368550655467,-18.510366850424845
11,11,0.0013724028303278323,0.0013299211920974286,-18.6199260112247,-18.765015736269312
12,12,0.0012882833318669617,0.001257773470378628,-18.89357822775616,-19.007250499984988
13,13,0.001224744119249361,0.00119037834290219,-19.11976842304991,-19.246424631639073
14,14,0.0011593405452566508,0.0011298690714236152,-19.353882590938408,-19.472993595144224
15,15,0.0010883645970643182,0.0010743519891739676,-19.62371817786508,-19.691808878514085
16,16,0.0010489821157984667,0.0010213587696566002,-19.793044062129372,-19.91149157902031
17,17,0.0010027969532079763,0.0009732585320690353,-19.994692612920023,-20.120992604707585
18,18,0.0009554516489271881,0.0009274752749326197,-20.201023541249835,-20.33025139302329
19,19,0.0009067024238714852,0.0008838430849688226,-20.42769605298057,-20.539523116913223
20,20,0.0008660298772156239,0.0008473721896543315,-20.632214156135596,-20.722532735554907
21,21,0.0008288733277124228,0.0008097248899407292,-20.81144783112913,-20.919899909632754
22,22,0.0007986383771850276,0.0007761959599232988,-20.98017584417196,-21.10356102199259
23,23,0.0007618630656578875,0.0007449478756538347,-21.18392021175292,-21.282015940930545
24,24,0.0007263848146414096,0.0007148303495916096,-21.39211164724038,-21.461244970295418
25,25,0.0007041943194728691,0.0006854116769605561,-21.52536589811575,-21.64375981139718
26,26,0.0006780455857467329,0.0006604215779684876,-21.685551721170377,-21.805062255838166
27,27,0.0006494748162480129,0.0006360042055970744,-21.86842717394481,-21.968674926760542
28,28,0.0006254048977220027,0.0006152555364870319,-22.044369856024403,-22.112719496503527
29,29,0.0006017654956577672,0.000594110390490019,-22.208431973162504,-22.26460332231804
30,30,0.0005838945490000866,0.000574053883993704,-22.332568029494432,-22.413748204343094
31,31,0.0005701772116134231,0.0005560685378058176,-22.448532077151036,-22.551991566013054
32,32,0.0005525447339414782,0.0005394282343331724,-22.57130394847664,-22.683938059035327
33,33,0.0005285279131038402,0.0005245329291363688,-22.767182344812092,-22.805547225882457
34,34,0.0005184002103615244,0.0005118548609683977,-22.85796157098254,-22.91180648081759
35,35,0.0005075154017738652,0.0004983747662902859,-22.943466291503167,-23.027714351085486
36,36,0.0004900366739374729,0.0004883027470082437,-23.092360298200823,-23.116383126503983
37,37,0.00048212898287864535,0.000477135409662304,-23.171133657371435,-23.21685832056999
38,38,0.00046789506270271755,0.00046841876955065683,-23.295061282186516,-23.296931911807107
39,39,0.000464811640882807,0.00045988866507909015,-23.32966001592141,-23.37674774512006
40,40,0.0004595746973303828,0.0004518627277943061,-23.379867443281306,-23.453209603877475
41,41,0.00045005317246925433,0.0004456440908956881,-23.46426520862631,-23.513393278338253
42,42,0.00044026268770937455,0.00043995273881591856,-23.560394046624047,-23.56921454482878
43,43,0.0004399780873521279,0.00043218914192709093,-23.56917860096413,-23.646536284013663
44,44,0.00042682394508954097,0.0004284549167526788,-23.698007539484543,-23.68422349159118
45,45,0.00042428941521121513,0.00042174320429024334,-23.722280232318052,-23.752793867551368
46,46,0.0004185464733625887,0.00041797689597220406,-23.781367886258305,-23.791752036771054
47,47,0.0004166797062708545,0.0004152429571963455,-23.804229120347667,-23.820252048639855
48,48,0.000411607823742688,0.0004114813652306207,-23.85280898968024,-23.859773080334573
49,49,0.00040918879016523354,0.0004107984852070283,-23.881759347601257,-23.866986466241336
50,50,0.00040835679236309817,0.00040606950489362995,-23.893625703989215,-23.917271041573024
51,51,0.0004019983333041027,0.00040333533788246934,-23.96136517203999,-23.946612061032575
52,52,0.0004031268778357885,0.0004016223461612275,-23.95170991208916,-23.96509611279924
53,53,0.00039953159404793737,0.00039846196733905295,-23.985534725137732,-23.99940605235522
54,54,0.0003998535937274393,0.00039819393637835195,-23.984141295276,-24.00232837731536
55,55,0.0003963749673932829,0.00039666993114607116,-24.025739328305956,-24.018981993131725
56,56,0.00039454027782338336,0.00039555168079555427,-24.040018605781867,-24.03124245843179
57,57,0.0003914466612617072,0.00039077826046482906,-24.07874343114512,-24.08397084803394
58,58,0.00039326319454199415,0.000388901757296959,-24.063968740654296,-24.104875745583225
59,59,0.0003844783575389265,0.00038865024812127416,-24.151586489781998,-24.107685308164154
60,60,0.00038629957323548257,0.00038587408734632557,-24.12115962062009,-24.138818648036327
61,61,0.0003832453716613506,0.00038396944536974554,-24.163669219288487,-24.160308136562115
62,62,0.0003840242018659129,0.00038169798790477216,-24.1577135271708,-24.1860760951835
63,63,0.0003809331443410405,0.00037996953898599664,-24.18965407656441,-24.205786981882206
64,64,0.0003770660826835551,0.00038022882960687737,-24.233890914041854,-24.2028243738347
65,65,0.000375279181903305,0.00037713924661817913,-24.252556517510303,-24.238257509415142
66,66,0.00037603269237544885,0.000374756064143424,-24.247179915104795,-24.26578810973397
67,67,0.0003760665197275848,0.00037350969566767543,-24.24411556166622,-24.28025600285721
68,68,0.00037181146830541186,0.00037239526864141226,-24.297694812682145,-24.293233255758643
69,69,0.0003733809853750329,0.00037178351991123666,-24.278698905427454,-24.300373452758564
70,70,0.0003752732168182193,0.0003697781066875905,-24.25907301429614,-24.323862856440815
71,71,0.00037071150703566895,0.0003700056971099816,-24.317059810222904,-24.321190690135218
72,72,0.00036974818824992046,0.00036773820848841414,-24.328701350603215,-24.347887241325008
73,73,0.0003659177974188105,0.0003669380047971285,-24.36681099079182,-24.357347849377014
74,74,0.000362766151719717,0.0003660874652651776,-24.40194258521761,-24.36742621107723
75,75,0.00036524556614410554,0.00036578242342281893,-24.37401821165509,-24.371046471962533
76,76,0.00036429463208835456,0.0003644228073474216,-24.389016409309008,-24.387219307120233
77,77,0.00036328803110608507,0.000363980041584,-24.407629961263293,-24.392499098427884
78,78,0.00036217594764089767,0.0003654989980675868,-24.416614876471755,-24.374412893434613
79,79,0.0003602091224801717,0.0003634528762440344,-24.429245987461947,-24.398793700518766
80,80,0.0003647450396680686,0.0003633367504287315,-24.37688068212749,-24.400181524432895
81,81,0.00036090065379502234,0.00036248860660156136,-24.424941267762023,-24.410331193305275
82,82,0.00035879347856233336,0.00036120002991274784,-24.452872393819327,-24.42579702511852
83,83,0.0003601862297671818,0.0003615423935882159,-24.428681990999138,-24.42168251180516
84,84,0.0003581741871552292,0.00035933536740853205,-24.451865281951743,-24.44827515588134
85,85,0.00035238051763015614,0.0003572942024268406,-24.52223917016441,-24.473015108647687
86,86,0.00035414548852413737,0.0003547582248421876,-24.51100474910154,-24.503950070337893
87,87,0.00035301949522822864,0.0003503336430233168,-24.525964334641934,-24.558456349004537
88,88,0.00034824455248134344,0.00034842202225454936,-24.581421731859024,-24.582218830335552
89,89,0.00034665268937068193,0.00034644446446021134,-24.59747932063278,-24.60693853614595
90,90,0.00034617509581292644,0.0003441083597288908,-24.61211113956444,-24.636322566701246
91,91,0.00034216099140263093,0.00034293790629721786,-24.654717942661293,-24.651119880465913
92,92,0.00033826792622273117,0.000339475962774534,-24.70299029190404,-24.695184514408744
93,93,0.0003399546645202472,0.00033825922199819043,-24.681117040727017,-24.710778344703243
94,94,0.0003337350826393621,0.00033655335765184934,-24.7651439066617,-24.73273552430905
95,95,0.0003326416265257855,0.00033452925976904993,-24.780334559391356,-24.758933705701082
96,96,0.0003328448933784456,0.00033140425895046636,-24.772788514062118,-24.79969394784399
97,97,0.0003324655507518382,0.00033034938295665935,-24.78259589945772,-24.813539801715567
98,98,0.00033103774563342177,0.00032924552368441304,-24.798933691287203,-24.82807600972647
99,99,0.0003252994003897706,0.0003255832630920371,-24.87410302873975,-24.876654086368525
100,100,0.0003228464026421731,0.0003259516762275445,-24.90624124585629,-24.871742613500125
101,101,0.000322188096200164,0.0003220301357367517,-24.911729157054943,-24.92430965032929
102,102,0.00032330626206587734,0.00032152460832884043,-24.910184151291705,-24.931132622605958
103,103,0.0003242672666470453,0.0003199932919079928,-24.89385230693918,-24.951866059178442
104,104,0.00032039971442499493,0.00031907985746664435,-24.942190491649903,-24.964280907400113
105,105,0.0003175781400677431,0.00031825678275996134,-24.982585149084397,-24.97549811913614
106,106,0.0003119230887867011,0.0003164973413253105,-25.062474258634346,-24.99957413957464
107,107,0.0003167871684652091,0.00031548881701095715,-24.987149265637292,-25.013435105059724
108,108,0.0003126859256863287,0.00031318589830526004,-25.044128755206852,-25.04525281095182
109,109,0.00031382995375585696,0.0003121159128281043,-25.03464207630552,-25.06011568944391
110,110,0.0003141243813064948,0.0003126923095949582,-25.027323711225392,-25.05210279853562
111,111,0.0003132696366105613,0.00031067034701424604,-25.042098218113566,-25.080276775971498
112,112,0.0003090620142306902,0.00031111199764142697,-25.096223467658668,-25.074107206693135
113,113,0.0003108262719308055,0.0003093917881702318,-25.079791349997308,-25.098186975811217
114,114,0.0003096457368564629,0.0003092248761707819,-25.098357428949836,-25.100530558396752
115,115,0.0003085895342459499,0.0003089283280515749,-25.111935175503774,-25.104697461384255
116,116,0.00030910375212396003,0.00030813639291170006,-25.096410340753494,-25.11584485770813
117,117,0.00030870964605428434,0.00030730513390153646,-25.109542879077615,-25.127576643912036
118,118,0.00030451309033093454,0.0003057188970208364,-25.16033845307676,-25.150051960605207
119,119,0.0003045421974618257,0.0003058603891220532,-25.164360929611384,-25.14804243408003
120,120,0.00030834859263478327,0.0003059108857996762,-25.11350733254641,-25.147325485462307
121,121,0.0003063690599015693,0.00030356898021541143,-25.140372339752034,-25.180700884214573
122,122,0.00030600099815967846,0.0003035129277697323,-25.14269976923312,-25.18150286060704
123,123,0.00029915664315022066,0.00030274545056990494,-25.248449890600032,-25.19249854504889
124,124,0.00029878043803655224,0.0003026213043516404,-25.241247948836502,-25.194279812945055
125,125,0.00030359982203250537,0.00030163691936698004,-25.17888319239317,-25.208429834519226
126,126,0.0002994925883651433,0.00030145237963695665,-25.234661122170046,-25.211087636243604
127,127,0.00029780805745814956,0.0002998102848467074,-25.254724858753924,-25.234809530895802
128,128,0.0002980615932268772,0.00029903165628447344,-25.251314425620404,-25.246103137951813
129,129,0.00029817894947254244,0.00029896173356591085,-25.25741251061664,-25.247118769612136
130,130,0.00030052609418845284,0.000298554445371816,-25.224860806074236,-25.253039380597066
131,131,0.00029560230425126926,0.0002970756337928929,-25.29114272624284,-25.27460447781394
132,132,0.00029761464900298756,0.0002971614609889098,-25.263506371502963,-25.273349952365642
133,133,0.0002941041644758631,0.00029692504751054863,-25.311248239522524,-25.276806454846362
134,134,0.00029255975336052437,0.0002962736195369967,-25.33310367517894,-25.28634496879501
135,135,0.00029440293704836444,0.00029619930214003513,-25.306122257935172,-25.28743449151911
136,136,0.0002932062392967955,0.00029474144225547974,-25.318186086279603,-25.308862758015394
137,137,0.00029165323520050453,0.00029581177851038153,-25.350562907211305,-25.293120175571467
138,138,0.00029214724091832173,0.00029454654156181375,-25.352389958106404,-25.31173552315533
139,139,0.0002911799457092222,0.0002942609181014919,-25.362674625110564,-25.31594894472171
140,140,0.00029158719140825047,0.0002936822696172289,-25.35601491738636,-25.324497523226125
141,141,0.0002935687944139402,0.0002935587223251595,-25.332065542349135,-25.326324912959734
142,142,0.0002938377705148239,0.00029343039894133414,-25.313975621191812,-25.32822376036127
143,143,0.0002919580672205109,0.00029198534933752134,-25.35006641978542,-25.349664192925218
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