,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0014734701001440588,0.0014114158509887364,-11.782274029382645,-11.972384331394043
1,1,0.0013420785748467002,0.0012997524555478442,-12.183298968082676,-12.330327770405587
2,2,0.0012512606923881266,0.001198215544910023,-12.499715974211723,-12.683584740747841
3,3,0.0011350395681202104,0.0010889078043156157,-12.917344959773683,-13.099023131827995
4,4,0.001037597490028123,0.0010298662818968296,-13.306614734759151,-13.34112584176337
5,5,0.000989192624494779,0.0009732853566100331,-13.512014238497944,-13.586532343097005
6,6,0.0009526254083557995,0.0009342331108392069,-13.678722875675163,-13.764381682616179
7,7,0.0009060909541938262,0.0009060695700004304,-13.897539781221441,-13.897318785987466
8,8,0.0008846510030069994,0.0008767396609887088,-14.002106613061114,-14.040227704977186
9,9,0.0008561002341406324,0.0008441201735925125,-14.14808856799992,-14.204891440553721
10,10,0.0008383362335584981,0.000818349071778357,-14.229816267859828,-14.339548294870376
11,11,0.000798515172569638,0.0007883644001068253,-14.44468674875062,-14.50166418867202
12,12,0.0007818002522606211,0.000772519073890228,-14.54616304703221,-14.589842124529582
13,13,0.0007650250372160034,0.0007479084459574599,-14.634749475783188,-14.73044985996157
14,14,0.0007403092170806275,0.0007358164017971017,-14.773573813725507,-14.801239593423187
15,15,0.0007355870809838099,0.0007098118168007778,-14.807749852018649,-14.957501985178832
16,16,0.0007121220366674062,0.0006916277557856551,-14.942155046611095,-15.07021009965839
17,17,0.0006869051505849918,0.0006708962855076319,-15.106978967420869,-15.202380362721097
18,18,0.0006680065728772009,0.0006645458205112893,-15.215591292864021,-15.24368492668665
19,19,0.000654809494363624,0.0006435112874513786,-15.310057606159692,-15.383372546244429
20,20,0.0006409107344993151,0.0006403482678395353,-15.399378670946966,-15.404771845524683
21,21,0.0006255820716404807,0.0006188823271689838,-15.516879185015872,-15.552853424971193
22,22,0.0006233812531830801,0.0006099325592482561,-15.519797386671545,-15.616116062722929
23,23,0.0006103273037072155,0.0006016334702603911,-15.616713316256078,-15.675614345732306
24,24,0.0006073302440537312,0.0005842656062572802,-15.640638731004655,-15.802831020211169
25,25,0.000577424020691266,0.0005893814224308651,-15.851773497683727,-15.764969810635776
26,26,0.0005776173844405441,0.0005750083134779217,-15.854984596543515,-15.87219299864156
27,27,0.0005699997820613003,0.0005729367840103805,-15.903656363496037,-15.887867176707616
28,28,0.0005581649923433079,0.0005684716590239029,-16.010085626551195,-15.921846056862341
29,29,0.0005516416879884476,0.0005490712080101826,-16.05373764957283,-16.072647526991407
30,30,0.0005415615268032422,0.0005484131918484835,-16.12760315130504,-16.077855306205567
31,31,0.0005489409299322509,0.0005415300088076803,-16.07426960901909,-16.13270895640097
32,32,0.0005479386642205616,0.000536998759918405,-16.084775602917986,-16.16920140842368
33,33,0.0005249307756720245,0.0005321828617812379,-16.268422069877687,-16.208325390518873
34,34,0.0005213784842425477,0.0005203592284631572,-16.29827893791784,-16.305901625458926
35,35,0.0005204975247963995,0.0005181211071383012,-16.304450734446544,-16.324621387650474
36,36,0.0004989055075956336,0.0005105124820195334,-16.481275489769676,-16.38887058590869
37,37,0.0005094985901882162,0.0005010424279852918,-16.39837548296231,-16.470189204027026
38,38,0.000504390125645363,0.0005017392027902564,-16.431073187301976,-16.464153882031923
39,39,0.0005022737935075018,0.0005124101007822901,-16.46069334016623,-16.372757415339294
40,40,0.0005020909158383333,0.0005008801006050291,-16.462026892339743,-16.471596456266894
41,41,0.000493656313730903,0.0004955942093051578,-16.534837366908064,-16.51767200348501
42,42,0.0004944807046318677,0.0004850713058227771,-16.527320449076022,-16.61087838745545
43,43,0.0004854843049843018,0.000490975547826996,-16.606692027175455,-16.558335602453568
44,44,0.0004936970548929896,0.0004930304865793962,-16.536722563915372,-16.54019648893219
45,45,0.00047884733336929654,0.00048084419042999417,-16.664821380223586,-16.64889050376225
46,46,0.0004922557497977942,0.00048556001581202607,-16.541022402808544,-16.60650506743607
47,47,0.0004905808183542194,0.0004794456242387624,-16.563956601466575,-16.66154064332628
48,48,0.00048027660808113126,0.0004872260982856939,-16.64979069389127,-16.591628803852313
49,49,0.0004863198630550166,0.0004814064994111265,-16.59948865203431,-16.64381474298584
50,50,0.00047798438649384554,0.0004826129833849049,-16.683310394222875,-16.632944223971858
51,51,0.0004803055138855251,0.0004836964730393926,-16.656032565727262,-16.62320502971656
52,52,0.000483963377509727,0.00048196640196501424,-16.621245338160776,-16.63876659150497
53,53,0.0004748380934992402,0.00047931805602274835,-16.6984442124838,-16.66269634360464
54,54,0.0005082168616954545,0.0004829561573722841,-16.411026923594555,-16.629857162278693
55,55,0.00048021870225994397,0.0004767587723970217,-16.653279110566825,-16.685947307921655
56,56,0.0004842593787674859,0.0004723700710057624,-16.61719142797444,-16.726110503764936
57,57,0.0004761870812442269,0.0004743258177768439,-16.692540842009624,-16.70816659486953
58,58,0.0004705235838515626,0.0004806952385574971,-16.726265232858584,-16.65023603312614
59,59,0.0004768262949733774,0.000484215633294202,-16.68141547722275,-16.618546167531992
60,60,0.0004799684108182135,0.00048165201932485953,-16.652980791105243,-16.641600382301267
61,61,0.0004837013500233747,0.0004775941227930353,-16.618856480861975,-16.67834449848032
62,62,0.00047621361763677415,0.0004720481535370805,-16.69370621310836,-16.72907120448117
63,63,0.000476147772470662,0.00047503815087685853,-16.68980573950941,-16.701649339045975
64,64,0.0004752514498025064,0.0004800020205469704,-16.70035330423434,-16.656503581120603
65,65,0.000469704034087757,0.00047817548406065295,-16.751763897320313,-16.67306117455275
66,66,0.000480937101210938,0.0004808516532648355,-16.64650294488083,-16.648823100580415
67,67,0.00048278997137364885,0.00047385181594443947,-16.628180723513445,-16.71250874321922
68,68,0.0004786507678986287,0.0004709534267404754,-16.66786545291665,-16.73915462386197
69,69,0.0004757543399896396,0.0004758560619513063,-16.691277588496366,-16.694178174554047
70,70,0.0004751212401651614,0.0004861028956886577,-16.70072706847555,-16.601652154836458
71,71,0.00047501970200136917,0.00047822184493078997,-16.69851509675566,-16.67264013050584
72,72,0.00048032683979230215,0.00047694518396287764,-16.66072786497072,-16.68424955853296
73,73,0.0004777136656633319,0.00047542966632662634,-16.68161955273326,-16.698071458639014
74,74,0.00047318753366329776,0.000477608639477311,-16.721097986942667,-16.678212494760775
75,75,0.00047903814468263967,0.0004815470326177188,-16.6620893317486,-16.642547126334563
76,76,0.0004749026736988657,0.00048012347083146637,-16.708401587759372,-16.655404866647608
77,77,0.0004711721195076045,0.00047578418774432257,-16.7348919231399,-16.694834190765082
78,78,0.0004716581321734282,0.000475211710803897,-16.733463885128952,-16.70006289062919
79,79,0.0004757161038572487,0.00047683116128227035,-16.6987751824743,-16.68528794497402
80,80,0.00047045998298083,0.0004757540300488472,-16.743716683756162,-16.695109478094405
81,81,0.00046810159848561297,0.0004721259664572579,-16.76860116272538,-16.72835536783166
82,82,0.00047198072173056604,0.00047406616871931444,-16.72960710699138,-16.71054460221965
83,83,0.0004719154019335995,0.0004681434166789251,-16.730153160377238,-16.765145031871814
84,84,0.00047090709552687315,0.00048213539718601267,-16.74059561763439,-16.63724406156542
85,85,0.0004749093966837012,0.0004746860910305067,-16.700174015041974,-16.704869171684273
86,86,0.0004741114056573163,0.00047781289322301745,-16.705230327567232,-16.676355591331586
87,87,0.0004696701521284341,0.0004841647322265137,-16.745893512279665,-16.619002724761515
88,88,0.0004729666004855109,0.0004724008506041412,-16.715825080872452,-16.725827527025704
89,89,0.00046915597715607086,0.0004764505720231682,-16.747730702127523,-16.688755709394695
90,90,0.0004697547116576089,0.00048040090692474653,-16.746460900572878,-16.65289605020248
91,91,0.00047583322397183587,0.0004771791573148221,-16.69767185952072,-16.682119577495843
92,92,0.00047081501070726854,0.0004763900666914292,-16.740749003605004,-16.689307262942428
93,93,0.00047110327424663935,0.00047444753152759453,-16.73676556280788,-16.707052322200482
94,94,0.0004718176331659107,0.00048413101926838095,-16.728036531613085,-16.619305139631535
95,95,0.000473902870711304,0.0004771820278715734,-16.71284265916937,-16.68209345181143
96,96,0.0004698184367446901,0.0004716655285416269,-16.754939407910626,-16.73259286441733
97,97,0.00047712473165167056,0.0004678941730066742,-16.675980789742933,-16.767457869630874
98,98,0.0004678317573708818,0.0004716165927483847,-16.763718805445972,-16.733043472872893
99,99,0.0004692034230005841,0.0004719358770863006,-16.76138913911138,-16.730104294907903
100,100,0.00046071938248639255,0.00047752723146818186,-16.827345455445688,-16.678952809313053
101,101,0.00048269790815688745,0.00047168825403787196,-16.635570505381466,-16.732383620381807
102,102,0.0004690302315062469,0.0004729915067161384,-16.759891923172603,-16.720400812465698
103,103,0.0004763936215277147,0.000467517218662818,-16.684592359310884,-16.770958130623757
104,104,0.00046192731236626116,0.0004762302162003164,-16.81982098632768,-16.690764762601383
105,105,0.00046517530254558805,0.00047127511291029424,-16.78794047363824,-16.73618917486513
106,106,0.0004673267225014795,0.0004648019323787211,-16.78033922646391,-16.796254987022913
107,107,0.0004594572477724365,0.0004646595916710794,-16.850635674718486,-16.797585171925952
108,108,0.00046882551246245883,0.00046837508470114127,-16.753512974268453,-16.762996389947798
109,109,0.0004631881731125459,0.0004644864529836923,-16.807575256531237,-16.79920371570255
110,110,0.0004648967980906444,0.00046114724950472777,-16.796292828103244,-16.830538009860724
111,111,0.00046586095068613356,0.00046372733624210874,-16.785411839600464,-16.80630725778128
112,112,0.00046072391488291705,0.00046260576039601703,-16.83699092250267,-16.81682387304165
113,113,0.0004585070161091298,0.00047084167262686317,-16.852547027729873,-16.740185298052825
114,114,0.00046021684514569865,0.0004572473438824282,-16.830430822496446,-16.86742232264866
115,115,0.0004538121779050832,0.00046069473089454204,-16.8962636334954,-16.834801785113452
116,116,0.00046002462274663764,0.000464647761729889,-16.83944311271344,-16.797695741979265
117,117,0.00045426481807863664,0.0004612368862389734,-16.899689564455528,-16.829693920339388
118,118,0.00045762865530499784,0.0004630389755077072,-16.863726577530464,-16.812758750885745
119,119,0.0004572663153161669,0.00045672414891764914,-16.86830973171243,-16.87239448453275
120,120,0.0004642540486961526,0.00046009754020671706,-16.802746243478232,-16.84043512207491
121,121,0.00045454074669456514,0.00046021907473914325,-16.889117943458118,-16.839288086886302
122,122,0.0004582311357995591,0.00046427416045365756,-16.865573160739398,-16.801189102994286
123,123,0.00045386593898076604,0.00046735985425153847,-16.89479761509971,-16.772420194419997
124,124,0.0004565815192877709,0.0004588276374545929,-16.881464532117725,-16.85243853916033
125,125,0.00046095978522663647,0.00046344933339002495,-16.829608034468897,-16.80891161814077
126,126,0.0004592428848593851,0.0004628546915850357,-16.842613480808495,-16.814487534538145
127,127,0.00046412200911796276,0.00046894220500498225,-16.807492691277947,-16.75774102442124
128,128,0.00045738768609019823,0.0004526527696534207,-16.867763848378154,-16.91128241595704
129,129,0.00047023399713804425,0.0004700080592699937,-16.7437512596646,-16.747881187489615
130,130,0.0004602387369269524,0.00046031923786933094,-16.83315490802266,-16.838342981303917
131,131,0.00046718723954364044,0.00046103366797691896,-16.77629951947274,-16.83160781796644
132,132,0.00045561281749354577,0.00046415654115231807,-16.880248700277022,-16.802289484826165
133,133,0.00046020748331355527,0.00046231374328367805,-16.833784994851907,-16.8195661965459
134,134,0.00046725215428729646,0.0004628334427252412,-16.76671181483066,-16.814686916213574
135,135,0.00046073698550318703,0.0004564297621407987,-16.82947996889142,-16.8751946818623
136,136,0.0004579083845211366,0.0004593229632040388,-16.862897333938896,-16.84775265733563
137,137,0.00046318676502722287,0.0004618245706967029,-16.809362035197992,-16.824163884399532
138,138,0.0004521873896610299,0.0004536248008279424,-16.91530886746967,-16.90196633110714
139,139,0.0004559642897520368,0.00046407970397635117,-16.88366141373984,-16.8030084819948
140,140,0.00045661699505686066,0.0004610969657446013,-16.874273450301146,-16.831011592870794
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142,142,0.0004603876759293345,0.0004723218306408901,-16.844232061062392,-16.72655404571233
143,143,0.0004625912922549724,0.00045382085954770446,-16.812131473018134,-16.900089695950577
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