,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.001029873584857998,0.0009491395689301977,-19.870600847186687,-20.22997400927671
1,1,0.0008911902874650568,0.0008537969061810719,-20.49931265317259,-20.689729033583188
2,2,0.0008196129695243519,0.0007886510636461409,-20.870109071355024,-21.03442586735737
3,3,0.0007501680520363152,0.0007211501330235287,-21.24302146651779,-21.423017921598007
4,4,0.0006975042219657797,0.0006780996551050952,-21.572344503110237,-21.690339566330827
5,5,0.0006639574673602876,0.000650167621451577,-21.772773344860347,-21.87302142420127
6,6,0.0006417279574568815,0.0006299203929589375,-21.925087163846875,-22.0104181175018
7,7,0.0006187434935913488,0.0006120148096478692,-22.079666907990095,-22.135655487082477
8,8,0.0005941764834413747,0.0005893368047269943,-22.2604276852136,-22.29963916012659
9,9,0.0005820330758051006,0.0005716496441317232,-22.355278703383803,-22.431975426522012
10,10,0.0005623204873625151,0.000554600022855754,-22.504457830048175,-22.563475969797228
11,11,0.0005507811189259489,0.0005430345037510913,-22.58495162169031,-22.655000551113137
12,12,0.0005312603820336157,0.0005252932942791009,-22.740617803519356,-22.799256233409658
13,13,0.0005196254357177112,0.000513542604350828,-22.843318034429508,-22.897510008970166
14,14,0.0005069794499353727,0.0004988938040026513,-22.946089278091936,-23.023193698546184
15,15,0.00048723240255752636,0.0004885532926939624,-23.114100615519458,-23.114155354821442
16,16,0.00048172817872741173,0.00047318515747687533,-23.172704389922526,-23.25296366578928
17,17,0.0004712558857323698,0.00046318495725771705,-23.274254797137907,-23.34573033644495
18,18,0.00045964932495238473,0.0004488690694990127,-23.37884441756806,-23.482077998874903
19,19,0.0004440888119789474,0.0004382126345789354,-23.52764549980243,-23.586425851037088
20,20,0.0004329281137804933,0.00042747146462237363,-23.643385014006594,-23.694203509280896
21,21,0.00042011455264297725,0.0004129940230325845,-23.76265222196013,-23.843837136512363
22,22,0.0003982876834325185,0.00037185456848850374,-24.001708834640834,-24.29954358657421
23,23,0.00035003667634902233,0.00033816830010006304,-24.56155389608987,-24.711945857188724
24,24,0.00032797303067558665,0.0003267531252564176,-24.84539788226535,-24.86107730002603
25,25,0.0003191063828051052,0.0003149894764646888,-24.96293616142822,-25.020314355033033
26,26,0.00030889975227482773,0.0003079013917350063,-25.099965050440428,-25.119158281714675
27,27,0.00030307345105498335,0.000303008296453443,-25.178571388649825,-25.188729603476947
28,28,0.00029866451868000105,0.0002983234988182391,-25.254146320849333,-25.256400162137567
29,29,0.00029431360494105394,0.00029629387273943345,-25.314601413709774,-25.286048096145826
30,30,0.00029237215862052573,0.00029383280381903445,-25.33655209619336,-25.322272008424264
31,31,0.00029334120005945264,0.0002900416913785432,-25.3348999915031,-25.3786705106782
32,32,0.00029078204053953365,0.00028837330357514714,-25.35930259195858,-25.403724274237614
33,33,0.00028452162808479417,0.0002858512942973328,-25.45670877945883,-25.441873171359347
34,34,0.00028326801149193776,0.0002842050345957671,-25.48263792325399,-25.46695713080379
35,35,0.00028213244228571,0.0002825561164890563,-25.493428272860406,-25.492227672159725
36,36,0.0002779285510469074,0.00028121606508073836,-25.555314500261446,-25.512873530439094
37,37,0.00027804446710302425,0.0002789303551636342,-25.561623480105528,-25.548317003004442
38,38,0.0002740913757228667,0.00027657532604950433,-25.617592200046936,-25.585140470739343
39,39,0.0002753279836771568,0.0002757535242524586,-25.60392643424351,-25.598064084954018
40,40,0.00027603772858916255,0.0002731849710567315,-25.593744090759678,-25.638706766423308
41,41,0.0002730506500493274,0.0002715748085297252,-25.63447133501335,-25.664379981042174
42,42,0.00026995318218076735,0.0002701195251000555,-25.684628339399154,-25.68771502608206
43,43,0.00027136822541954823,0.00026885795217056413,-25.667899128995582,-25.708045937316825
44,44,0.0002644319468617113,0.00026650796261444494,-25.777356070993417,-25.746172908924198
45,45,0.0002645004235241639,0.0002651244974817689,-25.774638489733395,-25.768776217578043
46,46,0.00026113029371961454,0.00026191022755627175,-25.83023218338383,-25.821750222266957
47,47,0.00026198703247799353,0.0002609715838365159,-25.81945465717173,-25.837342588150225
48,48,0.0002581610609285207,0.0002588500294797613,-25.87873782943113,-25.872792613408254
49,49,0.0002569453460740444,0.00025556211077951287,-25.90258906423484,-25.928310136499285
50,50,0.00025477688177488744,0.00025430820134811496,-25.942423362182527,-25.949671138768345
51,51,0.0002483644487621916,0.0002502378307613789,-26.052713392674825,-26.019745134952462
52,52,0.0002488153845614264,0.00024795054770564953,-26.047355164016707,-26.059624081646504
53,53,0.0002464629544998932,0.00024606874304529473,-26.083529502137864,-26.09271029297844
54,54,0.0002472276004876212,0.00024475221136143724,-26.072181794107006,-26.116008557311048
55,55,0.0002436056665922563,0.0002432955378409181,-26.1399276579327,-26.141933362885922
56,56,0.00024059628446696844,0.0002404844601283242,-26.188042903993892,-26.19240462189432
57,57,0.00023872869361681653,0.00023861951730826773,-26.22642314853188,-26.226215172619
58,58,0.00023867692075280915,0.00023735653743834088,-26.232697505691313,-26.24926282260503
59,59,0.00023353422035405545,0.00023578037737599132,-26.31680019347391,-26.27819821650113
60,60,0.00023538075608306938,0.00023439527094045557,-26.272692368769455,-26.30378634826155
61,61,0.00023352315054711952,0.00023276214319354805,-26.315138993967633,-26.334151327457707
62,62,0.00023346149858288927,0.0002308885358568085,-26.319146790119724,-26.36925110379902
63,63,0.00023186550047800674,0.00023057571103747345,-26.345780348882535,-26.375139235526007
64,64,0.00022842065754020106,0.00022909143406554664,-26.410711831459075,-26.403186292870938
65,65,0.00022770215867605714,0.00022887561997202667,-26.422429770829815,-26.407279464030058
66,66,0.00022893681442341047,0.00022843585956204486,-26.40227960281683,-26.41563200215039
67,67,0.00022884478976172346,0.0002269123713056998,-26.40135198097395,-26.444693057710946
68,68,0.0002273677363115622,0.0002260360565024281,-26.433634245257586,-26.461497582683133
69,69,0.00022744419147409308,0.00022475014587766245,-26.43147237853901,-26.4862749782827
70,70,0.00022614226777336954,0.00022394733050053842,-26.458731284338157,-26.501815901897356
71,71,0.00022434799622302664,0.00022282805002760142,-26.498198529777174,-26.523576203437784
72,72,0.00022331855713495427,0.00022219744584474124,-26.518513765070217,-26.535884176923446
73,73,0.00022125721548458313,0.00022112232813685151,-26.55167189679702,-26.556948818327243
74,74,0.00021808610052307203,0.00021979443523665205,-26.611930293120277,-26.58310787375896
75,75,0.00021890895237147655,0.0002193269748730879,-26.59723251154464,-26.592354315787002
76,76,0.00022041844909160982,0.00021907960533434036,-26.571064705726343,-26.597255302310483
77,77,0.00021745254553868866,0.0002172295981405401,-26.636495899904492,-26.634084813326186
78,78,0.00021578713719848274,0.00021760945674031973,-26.665555394140252,-26.62649715375883
79,79,0.00021464887708809574,0.0002161188489193783,-26.67750685240996,-26.65634834362038
80,80,0.00021636096197156447,0.00021518987762790762,-26.644985589430398,-26.675056415345836
81,81,0.00021483208480070238,0.0002138259878847748,-26.677826525871442,-26.702669929553863
82,82,0.00021281673650367703,0.0002127694162098985,-26.721260009808653,-26.72418278140377
83,83,0.0002130151941733838,0.00021236047445869955,-26.70984722084668,-26.73253793142458
84,84,0.00021280295974046914,0.00021196534247505233,-26.713031481753212,-26.740626229749797
85,85,0.00020931091203987983,0.0002123484522790501,-26.784439361275012,-26.732783801758586
86,86,0.00021050085290215103,0.00021119035189162547,-26.77028328743286,-26.756534062951904
87,87,0.0002101939474592542,0.00021086156745073631,-26.77774916740496,-26.763300495741543
88,88,0.00020931230107269528,0.0002097498892046707,-26.792317526177417,-26.786257400241862
89,89,0.0002082670581546257,0.0002101628748565226,-26.810219234055968,-26.777714795068373
90,90,0.00020861681808775158,0.0002091740254974483,-26.81157617960976,-26.79819725753451
91,91,0.00020682277516749948,0.00020885038094619582,-26.84103928638748,-26.804922083579342
92,92,0.000206001358407972,0.0002082782440610524,-26.856897659485455,-26.81683572522534
93,93,0.00020883572779922295,0.00020817824483138363,-26.79727908414327,-26.818921374777347
94,94,0.0002050973101730276,0.00020788620091288497,-26.879562886019656,-26.82501817465556
95,95,0.00020537079271702,0.00020654975455009232,-26.874713720548,-26.853027968929712
96,96,0.00020564863798520577,0.00020661652716195308,-26.863949121345577,-26.85162422528414
97,97,0.0002056800450688017,0.0002065744231099655,-26.868140826112157,-26.852509315216302
98,98,0.00020721712411914174,0.00020666693729397498,-26.833452429005828,-26.850564766381932
99,99,0.00020363847977126535,0.00020573932545774274,-26.908337194152704,-26.870101685075443
100,100,0.00020221450030635658,0.00020461525510702478,-26.938077816071715,-26.89389470675672
101,101,0.0002040432511946455,0.00020577723013335154,-26.895601714221826,-26.869301630191714
102,102,0.00020449329257616293,0.0002051561183945619,-26.89953463975804,-26.882430066089263
103,103,0.00020533626012206462,0.00020444311897000787,-26.878226936983097,-26.897549822192218
104,104,0.00020358898945767241,0.00020414915036924772,-26.911568827921926,-26.903799033093733
105,105,0.00020430867902852942,0.00020384928441336868,-26.89822299951031,-26.910182888633152
106,106,0.00020064451082455975,0.00020429670678966336,-26.97867665694142,-26.90066114145789
107,107,0.0002039893036444201,0.00020451417367439717,-26.89875113226638,-26.896040683370384
108,108,0.00020133212407374005,0.00020478811883980312,-26.956081337545573,-26.890227234796026
109,109,0.0002026533671671563,0.0002041182505260957,-26.934047763357167,-26.904456427309817
110,110,0.00020385179824685467,0.00020344280499940445,-26.905194704795946,-26.918851450075426
111,111,0.00020289707889290738,0.0002030626163009162,-26.92852330569343,-26.926975026949243
112,112,0.00020158135382573783,0.00020349310331144616,-26.952176198305253,-26.917777852045177
113,113,0.0002015107075777385,0.00020284552623419776,-26.961987265114963,-26.9316204635474
114,114,0.00020234875987672736,0.00020329739153997876,-26.94600300898026,-26.921956737738206
115,115,0.00020084819848260353,0.00020294570161862984,-26.97706769854054,-26.92947622707411
116,116,0.00020230708814216489,0.00020264706568253276,-26.937342117326736,-26.93587160554426
117,117,0.00020297978567823614,0.00020334604778327048,-26.930516981156277,-26.92091744207871
118,118,0.0002005732122907108,0.00020265793596320835,-26.973668819935703,-26.935638649972727
119,119,0.00020110119688060595,0.0002020937329354255,-26.966689147122388,-26.947746341635202
120,120,0.00020385919332014608,0.00020268645388760457,-26.910624024569216,-26.935027555923753
121,121,0.00020248880510856927,0.00020182485030473848,-26.938811203054808,-26.95352841083832
122,122,0.00020222567362691631,0.00020181388811722986,-26.94156529299702,-26.95376430581532
123,123,0.00019910957885680471,0.00020226718410604487,-27.01651486629177,-26.944020517119274
124,124,0.0001975205626708369,0.00020135078413755094,-27.038646404362012,-26.96374154862553
125,125,0.00020267382836012534,0.00020179090145240096,-26.933921608055726,-26.954258996758604
126,126,0.0002002672930776151,0.00020142661646547678,-26.98242163759511,-26.962106225396973
127,127,0.00019922471901080236,0.0002016730003034402,-27.000657067055613,-26.95679720747031
128,128,0.00020008894450453677,0.00020069062884431332,-26.982143678492232,-26.978003863375342
129,129,0.00019941451604065208,0.00020109877253784552,-27.004614625357867,-26.969180603514165
130,130,0.00020085102395447373,0.00020141243447525134,-26.97494217520713,-26.962412013035262
131,131,0.00019998249694460179,0.00020094233408790867,-26.988301011328595,-26.97256037527751
132,132,0.00020014007723429385,0.00020096583313333164,-26.98670878079303,-26.972052522658373
133,133,0.00019839460290632373,0.0002007987120458366,-27.02096144550747,-26.97566557269805
134,134,0.0001976502412382859,0.00020033854295769217,-27.036275999712856,-26.985629692504745
135,135,0.0001992487503736539,0.00019990175496786833,-27.001587578107973,-26.995108732473085
136,136,0.00019751307773571846,0.00019994254781570482,-27.03395959866142,-26.99422258210632
137,137,0.00019748086924664676,0.0001999549238366614,-27.043980588055547,-26.993953771323955
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139,139,0.00019832688174330505,0.00020028030312938712,-27.030473396324762,-26.986892400761487
140,140,0.00019939984215937133,0.00019982864231630964,-27.006451242909108,-26.996697424336354
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142,142,0.00020013353217287547,0.00019923438728590938,-26.98185321934426,-27.009631815756606
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