,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.006666535002745918,0.00645036343485117,-8.75810144228215,-8.8958789549141
1,1,0.006326396800769666,0.006149284173979571,-8.981951787526954,-9.103475170511405
2,2,0.0060368183539393026,0.005870096753106306,-9.181280286380005,-9.30526820897407
3,3,0.005773019208812837,0.005617597875626464,-9.371564105495175,-9.496214325195814
4,4,0.005527415264820315,0.005391360481122607,-9.564986857883284,-9.674737094887654
5,5,0.005335890222340822,0.00518824089024412,-9.723147105215325,-9.841519482149828
6,6,0.005117008803393116,0.004995144462507022,-9.893852372374715,-10.006240276116156
7,7,0.004940775419902248,0.004817022574379256,-10.049728911826117,-10.163933988198659
8,8,0.004786194681391581,0.004665151508034844,-10.189421790888357,-10.303063277075156
9,9,0.00464341975748539,0.004512242629731956,-10.331857279175434,-10.447796361684865
10,10,0.0044736166715084276,0.004373752757122642,-10.476347977722295,-10.583178511450853
11,11,0.004342362039828116,0.0042602352699951124,-10.61249391004509,-10.697384968812516
12,12,0.004235481972969377,0.004145631566643715,-10.71552593644562,-10.81581377844718
13,13,0.004129837183089754,0.004043585608566278,-10.832677601101013,-10.924054382189102
14,14,0.004009514588613025,0.0039532112178245656,-10.956180092555696,-11.022220613365487
15,15,0.003934350858452087,0.0038703751725781906,-11.043979893991441,-11.114190152625634
16,16,0.003863948798191148,0.0038000367900454684,-11.126878461132678,-11.193842791483647
17,17,0.0038038213982141203,0.0037410682263342957,-11.189693848272263,-11.261764518525206
18,18,0.0037738802991615435,0.0036921662302981865,-11.227165511396517,-11.318908346190721
19,19,0.0037076614398662885,0.003659678672097231,-11.30055199520768,-11.357291253565414
20,20,0.0036643419256337834,0.0036368699327699447,-11.353229676033026,-11.384443109684382
21,21,0.0036523204090400147,0.0036098343736835218,-11.361537164585297,-11.416848043304338
22,22,0.003643645098452101,0.003603294393733928,-11.376370359551727,-11.424723344227823
23,23,0.0036363975749802344,0.0036036468870741757,-11.377919736480312,-11.424298515145042
24,24,0.00363026033443658,0.0035948482415589845,-11.383877675904948,-11.434915192742617
25,25,0.003627934406713112,0.0035939074464534457,-11.39442488086862,-11.436051918326298
26,26,0.0036257869304762674,0.0036027222063000266,-11.39519012241579,-11.425413039685031
27,27,0.0036299658996849947,0.003594496409947935,-11.390525968901443,-11.435340262160668
28,28,0.0036437310633662436,0.003598026624929748,-11.375570683930132,-11.431077076621431
29,29,0.0036446994180147794,0.003597732314741925,-11.373339040492,-11.431432333910292
30,30,0.003623126413116289,0.0036009216534071847,-11.394322586769581,-11.427584080389565
31,31,0.0036272006733439016,0.0036028946602815076,-11.399146023051085,-11.425205157934055
32,32,0.0036198775951280116,0.0035939527749034917,-11.404542145020983,-11.435997142926881
33,33,0.0036357405293041592,0.0035921599176761353,-11.392812863336113,-11.43816417829119
34,34,0.0036210641528950215,0.0035891341486651647,-11.392891099345409,-11.441823894355176
35,35,0.0036110010996614535,0.0035899864436176264,-11.41197609059729,-11.440792717926842
36,36,0.0036056143322901937,0.003586262096895983,-11.418816213656937,-11.445300542219687
37,37,0.0036025999627584955,0.003581634563344874,-11.418340721323581,-11.450908079996914
38,38,0.00360734693792447,0.0035749771999881454,-11.412172566719946,-11.458988040457097
39,39,0.0036114814892872094,0.0035702567179932408,-11.418690409101245,-11.464726353867405
40,40,0.003619372333428755,0.003572451894318587,-11.410393041977668,-11.46205690997248
41,41,0.0035939204828218394,0.0035728474980906435,-11.434636777828619,-11.461576010500075
42,42,0.003596323609505732,0.003568263883751474,-11.43543835878149,-11.467151161429964
43,43,0.0035785671717189636,0.003563143104608906,-11.455061262258146,-11.47338815368274
44,44,0.0035859702428630027,0.003563774087907452,-11.437130479963106,-11.472619146388155
45,45,0.003589902430791984,0.0035500264800104654,-11.446690664563219,-11.489404878922123
46,46,0.003605420677202571,0.003553138126766211,-11.42769758147737,-11.485599895715605
47,47,0.003569999011233449,0.003544792091768039,-11.460286236341055,-11.495813122682785
48,48,0.003589811427614738,0.0035493069843045974,-11.435917870250709,-11.490285167240602
49,49,0.0035858666692313154,0.0035454254278815107,-11.439148050865565,-11.4950372526076
50,50,0.0035551966014366176,0.003536333513789271,-11.471077643805605,-11.506188635539887
51,51,0.003577687155897009,0.0035347142992051025,-11.44992962137638,-11.50817763629285
52,52,0.0035672768105551138,0.0035392552810279945,-11.462101515463276,-11.502601916474935
53,53,0.0035764257250756946,0.0035382040261634088,-11.454864530921983,-11.503892080558698
54,54,0.0035609082275636725,0.0035278872513261283,-11.464870424346298,-11.516573834560031
55,55,0.003566078390426857,0.003527288092300296,-11.465951533207633,-11.517311481596861
56,56,0.0035468433604374065,0.003528071628687413,-11.493431718631566,-11.516346865917006
57,57,0.003542276634594675,0.003530909454351977,-11.490935260197606,-11.512854996258707
58,58,0.003569494102380632,0.0035288912048073193,-11.464397463188353,-11.515338110744636
59,59,0.0035713468366254542,0.0035220538388545577,-11.463733868437707,-11.523760900076859
60,60,0.0035752165947378297,0.0035257755386594093,-11.466649854515783,-11.519174200393289
61,61,0.0035612519792060262,0.003529658516574847,-11.47341804098484,-11.51439389619348
62,62,0.00355581059504646,0.0035258195559053043,-11.481000956269993,-11.519119981605215
63,63,0.003580997736414069,0.0035179238643889364,-11.455653897115237,-11.528856442711191
64,64,0.003540851751860884,0.003526951933867837,-11.492886028447542,-11.517725393660616
65,65,0.0035749184899032116,0.0035307957227096744,-11.459955949662366,-11.51299488605426
66,66,0.0035707254020362787,0.0035294911481047932,-11.457867085486892,-11.514599833753824
67,67,0.0035560285917377657,0.0035358660878907692,-11.478594099266754,-11.506762715741655
68,68,0.003578948620322746,0.003543884763003964,-11.445514160536021,-11.496924889760718
69,69,0.003573093049650647,0.003555351390356296,-11.45627001014073,-11.48289550065976
70,70,0.003571576330829988,0.0035602496936917305,-11.455900261755897,-11.476916226610614
71,71,0.0035858515400401096,0.003577026881669697,-11.443797532136504,-11.456498764841022
72,72,0.0036157351923319174,0.003584432329884485,-11.414769266952003,-11.447516946060691
73,73,0.003609370821894905,0.0035901651350095085,-11.417205732391093,-11.440576553450022
74,74,0.0036382570517124587,0.0036010204226170715,-11.385798911279252,-11.427464959956811
75,75,0.00363512599322292,0.0036189751209397066,-11.378201610983831,-11.405864828951856
76,76,0.0036536400235190835,0.003634430921489471,-11.363727995720295,-11.387356616363217
77,77,0.0036526362618105007,0.0036432858017322266,-11.363902952799043,-11.376788390994555
78,78,0.0036943251838350726,0.003649613574931496,-11.320293758236657,-11.369251970893652
79,79,0.0036936136437868026,0.0036562764526982057,-11.316800204271505,-11.361330549030003
80,80,0.003699449635081992,0.0036600883682503514,-11.307348992209747,-11.356805093889124
81,81,0.0036879894155624907,0.0036691127614559313,-11.321629972240615,-11.346110214370926
82,82,0.003706860423241694,0.0036694977407980907,-11.302340083651883,-11.345654557529489
83,83,0.00369266607107345,0.003671864611341765,-11.315433745655874,-11.342854208485793
84,84,0.003692371425094064,0.0036683192010968924,-11.310567386130428,-11.34704961357242
85,85,0.003698749522937788,0.0036665254615639385,-11.304697458397754,-11.3491737517989
86,86,0.003691668494978977,0.003679828693796145,-11.306484421924177,-11.333444788715966
87,87,0.0036849433186550424,0.0036717380249970837,-11.320791847991876,-11.343003932684411
88,88,0.0036665792624974987,0.0036661259854506504,-11.340747897454225,-11.349646951085894
89,89,0.0036929419801868114,0.003670007260026116,-11.311595828553267,-11.345051570299463
90,90,0.0036719184508067124,0.0036689023315710457,-11.331146859826283,-11.346359296818154
91,91,0.003659129010743855,0.003669749136622015,-11.346406567252501,-11.34535703430682
92,92,0.0036916785571032887,0.0036678560029127097,-11.316681259916376,-11.3475980312699
93,93,0.0036880086732970687,0.0036665367354687894,-11.317247647453701,-11.34916039804699
94,94,0.0037041057102843045,0.0036668921208107158,-11.303866491595354,-11.348739471094282
95,95,0.003689451517594844,0.0036607940044057997,-11.319576791312137,-11.355967889099068
96,96,0.0036991713040498727,0.0036641124905528208,-11.306114479642577,-11.352032820927162
97,97,0.0036855071624644947,0.0036656218213274292,-11.32620545657947,-11.350244232123934
98,98,0.003696770719300533,0.0036637319840098683,-11.308099764776935,-11.352483845488763
99,99,0.003697135992175371,0.0036615864618828424,-11.306328429008293,-11.355027867169449
100,100,0.0036933412055302527,0.003665414148647534,-11.320513912184065,-11.350490284930967
101,101,0.0036770464953265547,0.003668354775168394,-11.329736389175615,-11.34700749742278
102,102,0.003683126464332502,0.003666013381198833,-11.33209322424818,-11.349780345727654
103,103,0.003678575604577962,0.0036583321757222478,-11.334284384569484,-11.358889436362126
104,104,0.003685766480594259,0.0036652162426004282,-11.316010707910154,-11.3507247791003
105,105,0.003698828169288709,0.003663119896756191,-11.313601795787172,-11.35320946713817
106,106,0.003683323153419439,0.0036715433908332336,-11.324147828755661,-11.343234152768819
107,107,0.0036816651952097713,0.0036665678612495724,-11.328040818459325,-11.349123530292928
108,108,0.0036831015202495243,0.003660469793861634,-11.329213130185147,-11.35635252993234
109,109,0.0036976360667919377,0.003665369616723374,-11.312507443418106,-11.350543048645056
110,110,0.0036962257155706895,0.003663497229449843,-11.315938617979258,-11.35276212969985
111,111,0.003680338989463203,0.0036688996111287884,-11.330538214577583,-11.346362517055141
112,112,0.0036892019831527446,0.003663613436449515,-11.321124570989234,-11.352624372646567
113,113,0.0036849797506499846,0.0036563748665350048,-11.330456363768324,-11.361213654118973
114,114,0.0036876124555494673,0.0036705982454709315,-11.319029248639092,-11.344352277256318
115,115,0.003672955192855953,0.003666849537311416,-11.337961336798104,-11.348789905864493
116,116,0.003682168198211752,0.003665007246462138,-11.324940492570681,-11.350972427401228
117,117,0.0036791374705271006,0.003663713847728152,-11.333417154767957,-11.352505344077093
118,118,0.0036956981285331176,0.0036630323279256884,-11.30692222790152,-11.353313288786177
119,119,0.003669893517898223,0.0036638748194826277,-11.334661084959057,-11.352314533299094
120,120,0.003683274143769108,0.0036632251852241004,-11.323416596668805,-11.353084640365442
121,121,0.0036935185480709235,0.0036614620322851757,-11.312428375984753,-11.355175453485993
122,122,0.0036813434808678235,0.0036604728819312235,-11.325385382541803,-11.356348866110226
123,123,0.003687646499230075,0.003661690255332934,-11.321715541362433,-11.354904761285631
124,124,0.0037104473113245572,0.0036652102135121822,-11.300685468530457,-11.350731923022344
125,125,0.0036694494930585636,0.0036638176289239995,-11.33820594824372,-11.352382324201084
126,126,0.003701107600492608,0.0036584802927743447,-11.312277974105863,-11.358713604553706
127,127,0.003678022319758215,0.0036607246453824794,-11.329985414782644,-11.35605017323311
128,128,0.003683474414127389,0.003665495124694548,-11.322766043289398,-11.350394341988356
129,129,0.0036862161917823183,0.0036548511370232233,-11.322296898261726,-11.363023876722238
130,130,0.003662077078749378,0.0036683224362174145,-11.346847982267143,-11.34704578349577
131,131,0.003684815941090436,0.003666169108136704,-11.320311136534437,-11.349595867641053
132,132,0.0036890529307354357,0.0036631172620936446,-11.323279496983425,-11.353212590759153
133,133,0.0036786334449905402,0.0036614946285752873,-11.32659841888125,-11.355136790444325
134,134,0.0036890902844516887,0.0036697117489223417,-11.322284876559044,-11.345401280803703
135,135,0.0036800452676054437,0.0036641587135627083,-11.328859981579631,-11.351978034750253
136,136,0.0036947735532465364,0.0036668835428396336,-11.307700471692335,-11.34874963056923
137,137,0.003686683110835165,0.003664763460523988,-11.319962270378843,-11.351261317441516
138,138,0.0037078008022082528,0.0036650864456437135,-11.298289953444382,-11.3508785793033
139,139,0.0037041417726305956,0.0036659744617186093,-11.304181462666334,-11.34982645195658
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142,142,0.0036830752391905823,0.0036644150846098598,-11.328530990238106,-11.351674181547136
143,143,0.0036914448143395874,0.0036579831380789216,-11.32770340955079,-11.359303811948982
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179,179,0.0036843272895773047,0.003661132491144695,-11.32268991138353,-11.35556634744717
