,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.001620654142749755,0.001452992333246297,-14.885665757262254,-15.357572811795222
1,1,0.0014658443096871535,0.0014445229286425992,-15.318646287786793,-15.382961642067947
2,2,0.0014618855070553183,0.0014474842893449885,-15.336987911077093,-15.374067452223034
3,3,0.001475870839713775,0.0014612425829430944,-15.299306740723516,-15.33298284157655
4,4,0.001482911021496678,0.0014884674946140301,-15.281577340627027,-15.252812490214287
5,5,0.0014896871541271505,0.00148143602755705,-15.260547839165595,-15.273377017146217
6,6,0.0015085256867321958,0.0015041316785898648,-15.201368172384246,-15.207347458649549
7,7,0.001517779699085069,0.0014579808890917583,-15.18560052914214,-15.342687725387798
8,8,0.0014603764452424245,0.00141088726415642,-15.347455147141403,-15.485282907371857
9,9,0.0014063079683014105,0.0013494644816474694,-15.515690281770404,-15.678591456486792
10,10,0.0013354565352969563,0.0013002273626625538,-15.727383794113482,-15.840013025977541
11,11,0.001334131755338041,0.0013041266816129025,-15.752777002124269,-15.827008235231478
12,12,0.0013223341366122524,0.001301724733294625,-15.780616320319307,-15.835014472194242
13,13,0.0013281987720774008,0.0012909806835906285,-15.76166292749009,-15.871008597703584
14,14,0.0013114178970878578,0.0013047122261732032,-15.805483662782668,-15.825058718341353
15,15,0.0013151479328108817,0.0013056006405110423,-15.795128138208101,-15.822102494477237
16,16,0.0013186987837507705,0.0013025999007942645,-15.78166117389224,-15.832095631546142
17,17,0.0013229218899685237,0.0012977379251663621,-15.778285258321947,-15.848336072506353
18,18,0.0013186013789309823,0.0012996478349362548,-15.788530039586108,-15.841949162743203
19,19,0.0013172665332472815,0.0013242293774199329,-15.791997458523078,-15.760573856413151
20,20,0.0013195275036214861,0.001301180185308974,-15.781630219262903,-15.836831627996283
21,21,0.0013308638200336665,0.0013045633003409755,-15.751506060317212,-15.82555447025841
22,22,0.0013140857738164282,0.0012907848178752158,-15.796327032144404,-15.871667552976731
23,23,0.0013142940732314414,0.0013117411872372031,-15.800187748222804,-15.801724487877948
24,24,0.001315782104676455,0.001304739105858301,-15.795966845782045,-15.824969245901151
25,25,0.001314665674539187,0.0012984472743578647,-15.800365201656367,-15.845962848536548
26,26,0.001314061232986524,0.0013007778355753736,-15.79267385987877,-15.838174757048236
27,27,0.001317588955682424,0.001323024932246067,-15.795605372738592,-15.764525754248949
28,28,0.0013199516526452197,0.0012979138042091538,-15.784040710622612,-15.847747524381662
29,29,0.0013064844329774227,0.0012905735792101997,-15.821244107033161,-15.87237833987784
30,30,0.0013145445413964311,0.0012942135125692737,-15.803176342962889,-15.860146740437283
31,31,0.001319404951892025,0.0012990057370380352,-15.793773882108113,-15.844095347850145
32,32,0.0013192555490285926,0.0012960019705228899,-15.789926158081762,-15.854149420531867
33,33,0.0013217058155167195,0.0013027766743968975,-15.782581330769357,-15.831506297927206
34,34,0.0013212981518626828,0.0013082010401903015,-15.772555001575535,-15.813461138001115
35,35,0.0013173781287347532,0.0012911845635818807,-15.79756252606719,-15.870322786015489
36,36,0.0013159992060499247,0.001300734320753499,-15.791974247562262,-15.83832004368068
37,37,0.0013121624162766275,0.0013067746400146892,-15.808785453308696,-15.818199061886096
38,38,0.0013184107878466242,0.0013136044512257765,-15.789178077542998,-15.795559925067035
39,39,0.001314679092305146,0.0012914948655586493,-15.798105164526229,-15.869279199766556
40,40,0.0013175795728475163,0.001297453975942182,-15.796370862391601,-15.849286426749071
41,41,0.0013134710985168662,0.0013016124353989174,-15.804227400963878,-15.835389147876299
42,42,0.0013199331702126824,0.0012980781397537182,-15.79206305403969,-15.84719767660231
43,43,0.0013274283462789717,0.0012941337803280667,-15.766707725189073,-15.860414303236851
44,44,0.0013161129438193496,0.0012961506757787184,-15.79824362711946,-15.853651132962272
45,45,0.0013260279359660811,0.001301971987183941,-15.767308321778504,-15.834189637264448
46,46,0.0013208114362043357,0.00131421533143638,-15.774719000130277,-15.793540746194125
47,47,0.0013156250496058888,0.001303905970416963,-15.79944593051061,-15.827743300067764
48,48,0.0013043048153103319,0.0013050446102983858,-15.828891760615647,-15.823952465144105
49,49,0.001310878762130424,0.0012993528875277231,-15.812889478523394,-15.842934880303186
50,50,0.0013157699494766666,0.0013137242671004252,-15.791619327048519,-15.795163816480564
51,51,0.0013228803633030543,0.0012876400233883607,-15.777778886875693,-15.882261366282641
52,52,0.0013082154796065129,0.0012929735913578618,-15.812750242175994,-15.864309492953492
53,53,0.0013205866310169402,0.0013029520693970354,-15.78142337536919,-15.830921639366641
54,54,0.0013128268765285611,0.0012958385050296783,-15.811645137933848,-15.854697233273022
55,55,0.0013123547691928665,0.0012878682403089968,-15.812515329888972,-15.881491705777446
56,56,0.001307037728598591,0.0013061290496568147,-15.82318944030563,-15.820345151975896
57,57,0.0013226881376035588,0.0013040844841223013,-15.78196038085316,-15.827148761716149
58,58,0.001313145962524583,0.0012948520199738834,-15.808713200518547,-15.858004652918735
59,59,0.0013167299426247163,0.0012920636279312404,-15.796538619991711,-15.867367028127761
60,60,0.001311553170491663,0.0013069466467162496,-15.810629232643237,-15.817627451119293
61,61,0.0013111695231985032,0.0013026167197447073,-15.80976655078157,-15.8320395565364
62,62,0.0013235854224983563,0.0012956775271480805,-15.776364423031888,-15.855236776960256
63,63,0.0013114134769061023,0.0012935487565731531,-15.811112495648448,-15.862378010834261
64,64,0.0013110511192149414,0.001310455998846967,-15.811326670115767,-15.80598160686
65,65,0.0013137065779091311,0.0012994360693387296,-15.80626102373217,-15.84265686310266
66,66,0.0013217065152088085,0.001308592532663361,-15.776511594004027,-15.812161662002788
67,67,0.001310544942995322,0.0012940509293816592,-15.811680823094372,-15.860692349148508
68,68,0.0013122195053903252,0.0013006718241070445,-15.815236596779233,-15.838528715046753
69,69,0.0013168345375908252,0.0013063262204492563,-15.79372725937314,-15.819689598648019
70,70,0.0013091433637285816,0.0013032972469533746,-15.818388741042732,-15.829771260483616
71,71,0.0013188923092213335,0.001302909044744937,-15.78519063387845,-15.831065049688032
72,72,0.0013230173229287886,0.0012891295206684031,-15.78359807417506,-15.877240501897825
73,73,0.0013151338117523598,0.0013017427286525305,-15.801751472399792,-15.834954434688473
74,74,0.0013116443380905489,0.0013062654148885294,-15.808908511609252,-15.81989175438595
75,75,0.0013181634208897955,0.0013005481910352643,-15.795718351536125,-15.838941545646108
76,76,0.001325866586730345,0.0013002602714358975,-15.76993215561046,-15.839903107372411
77,77,0.0013053910986798787,0.0012987141656738363,-15.818464442023501,-15.845070263082167
78,78,0.0013160682115319771,0.0013035207153543045,-15.800215689668208,-15.829026666154096
79,79,0.0013124003799958634,0.0013090428516366764,-15.800455372388342,-15.810667404641281
80,80,0.0013147766915505234,0.0012871316192965758,-15.79976022466106,-15.88397644726962
81,81,0.0013159413164308697,0.0013114945215516184,-15.796025945452726,-15.802541231459786
82,82,0.001313030802567979,0.001298464926596927,-15.80276927854893,-15.845903807110231
83,83,0.0013128931720539467,0.0013031458396366553,-15.800646650467574,-15.83027582060682
84,84,0.0013263368494232598,0.0013030904320705879,-15.771597092475327,-15.830460479230934
85,85,0.001318580040122507,0.0012969152180870112,-15.794735349817554,-15.851090175941627
86,86,0.001304279481176018,0.0013121785473470624,-15.832314040401776,-15.800276706670529
87,87,0.0013126460739325003,0.0013026830887323932,-15.803123688211018,-15.831818286914885
88,88,0.001317093027611599,0.0012979248207748721,-15.792496051613213,-15.847710662046268
89,89,0.001309797983885426,0.0013019185709325892,-15.814197496159583,-15.834367819739416
90,90,0.001316523461449008,0.0013100091416976955,-15.791857444937762,-15.807462775931903
91,91,0.001316715613938868,0.0013043038473513565,-15.785959226357413,-15.82641828582047
92,92,0.0013073395095170312,0.0012986407076057635,-15.819850046418885,-15.845315916334652
93,93,0.001314726234509696,0.0012876324992822973,-15.804645131347058,-15.882286743618172
94,94,0.0013146687385424511,0.0013073379124857877,-15.799065503163572,-15.81632748118803
95,95,0.0013109353999847296,0.0013058536232596165,-15.816506366904417,-15.821261055179676
96,96,0.0013188612311310374,0.0012917544043279793,-15.792433998032266,-15.868406529389345
97,97,0.001310849271849105,0.0013048916834553605,-15.807557118322093,-15.82446140694698
98,98,0.0013109087696798222,0.00130635492601677,-15.811496908741926,-15.819594166646386
99,99,0.0013200693953417473,0.001302667599367468,-15.790101320489585,-15.83186992637936
100,100,0.0013121162245971795,0.0012997957988102968,-15.809021530561331,-15.841454750067715
101,101,0.0013161298948503339,0.0013061066121353132,-15.802254203353911,-15.820419758504844
102,102,0.0013121057676209003,0.0012946185704908874,-15.803128927258456,-15.858787715085313
103,103,0.0013187922592534079,0.0012983937661996798,-15.791090634869994,-15.846141822123894
104,104,0.0013167016813051455,0.0012991496570114243,-15.794904781433718,-15.843614209189344
105,105,0.0013234459353399645,0.0012950575481610078,-15.78333814617415,-15.857315364313225
106,106,0.001318204359477866,0.001301114018516321,-15.790656919639384,-15.837052478297517
107,107,0.0013155536258055531,0.001308390417283303,-15.801182981828221,-15.812832492467644
108,108,0.001313694025457059,0.001296164014523751,-15.799074645121344,-15.853606439751339
109,109,0.001315104349074674,0.0013041984118325146,-15.79705251065619,-15.826769369005415
110,110,0.0013101092616537796,0.0012933801810600255,-15.815414832246242,-15.86294402108815
111,111,0.0013028984270106578,0.001293416943793234,-15.829395775020318,-15.862820580003266
112,112,0.0013188105748639894,0.0013016825480582682,-15.788193628008775,-15.835155217098048
113,113,0.001308685984731335,0.001302577769628873,-15.823053095154023,-15.83216941878236
114,114,0.0013151436806512402,0.0013023190457667959,-15.803300526720445,-15.83303211971809
115,115,0.0013221773587781744,0.0012873605775989983,-15.786841105431595,-15.883203981711478
116,116,0.0013242011383348673,0.001312666345926884,-15.775295183518034,-15.798662529509215
117,117,0.001314150248702193,0.0012959583637941825,-15.803797826289374,-15.854295550558646
118,118,0.0013188727910524792,0.0013101617621846106,-15.790194737060455,-15.806956837672155
119,119,0.0013118579013983614,0.0013013807321457487,-15.809502719305101,-15.836162315057917
120,120,0.0013136143277677678,0.001301372503420632,-15.799266191030943,-15.836189775901016
121,121,0.0013114065171901097,0.0012977648171057041,-15.80701635947322,-15.848246078219896
122,122,0.001308224822836208,0.001294187018892875,-15.81837753584853,-15.860235645205506
123,123,0.0013156358186232368,0.0012966202400428685,-15.804546829622835,-15.852078073269226
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125,125,0.0013093559909131878,0.0013077878148147935,-15.819484562959527,-15.814833173677146
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128,128,0.0013226767745080222,0.001305769583651502,-15.783198117254027,-15.821540559037517
129,129,0.0013175360167149415,0.001299095168513687,-15.799070766741782,-15.843796363339449
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133,133,0.0013132912104411685,0.0012982173234616454,-15.807213344223651,-15.846732038409446
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