,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.005348108401618053,0.005109982516028379,-6.701953881850633,-6.888513471227721
1,1,0.005044800378190181,0.004967484500651297,-6.960423890726077,-7.01134240591813
2,2,0.004898316745367861,0.00486449468390722,-7.076053436386898,-7.10233028190852
3,3,0.004798845791248316,0.004763269429340174,-7.164477451266124,-7.193656136889989
4,4,0.004694917157638012,0.00467086906887983,-7.2578595670434645,-7.278730677424921
5,5,0.0046317566368613665,0.004608274952165391,-7.325054059174195,-7.337323779915811
6,6,0.004566962437070522,0.004546184950557195,-7.3868622816858736,-7.3962366133663515
7,7,0.004489468348202939,0.00449508477590586,-7.462852780587431,-7.44532874501484
8,8,0.004460296857641223,0.004476120303335942,-7.481569669394208,-7.4636901089227825
9,9,0.004455953538801866,0.004446523166016529,-7.4892160197407085,-7.492502020115406
10,10,0.00445249569650317,0.004445030819624662,-7.497398942874298,-7.4939598480951
11,11,0.004448130846830066,0.004464572271038043,-7.502126875381309,-7.474909037324753
12,12,0.00445973340748358,0.00448277624520032,-7.478045703562362,-7.45723699421217
13,13,0.004475809720143215,0.004503979568222636,-7.467166544627355,-7.4367434958575585
14,14,0.004507212275543164,0.004528255495978029,-7.442457648279396,-7.413398384091177
15,15,0.004551242489713369,0.004547606173314546,-7.399763723798629,-7.394879139464232
16,16,0.004544866775383347,0.004574445076286793,-7.394140745313163,-7.3693234376249395
17,17,0.0045832100410744085,0.004599919395619317,-7.369590495241855,-7.345205397006181
18,18,0.004600480549306292,0.004613713581899279,-7.350955275383724,-7.332201311702694
19,19,0.004607355135694607,0.004621558332521664,-7.343592954166066,-7.324823223091574
20,20,0.004630840249052367,0.00464000489170614,-7.326321283788353,-7.307523228990115
21,21,0.004627748306110962,0.004637654772714565,-7.319882470831258,-7.309723447080893
22,22,0.0046537359264324,0.004642370034401354,-7.306506748422466,-7.3053100702848255
23,23,0.004611953848147208,0.004651617234278666,-7.333744106051725,-7.296667903927371
24,24,0.00466376726909243,0.004647489269509127,-7.297231494994897,-7.30052365595673
25,25,0.004650173694394606,0.004646899252149619,-7.311688653755741,-7.301075045180902
26,26,0.0046276520966484986,0.004654077151300092,-7.321626221799528,-7.294371829354185
27,27,0.004648702228729872,0.004669331210224252,-7.30413024894384,-7.280160804219085
28,28,0.004650039670355234,0.004655308653845599,-7.3063496978960165,-7.293222806691943
29,29,0.004651513046671434,0.004651250832371022,-7.29701095148512,-7.2970100055794465
30,30,0.004631887598097632,0.004659071785250777,-7.320760804244218,-7.2897135935917206
31,31,0.004652794037667132,0.004664208543928046,-7.312258476651952,-7.284928011488914
32,32,0.00466357394764872,0.0046613458298930995,-7.294807086418523,-7.287594364389469
33,33,0.004658996252362261,0.004662215121482548,-7.29206178382269,-7.286784526724386
34,34,0.004652370669946228,0.004665328238747622,-7.302966893442764,-7.283885564698211
35,35,0.0046577248146239016,0.004662934543662949,-7.299207130346932,-7.286114422554595
36,36,0.004660075179963689,0.00466212929275475,-7.289797117792725,-7.286864478603502
37,37,0.00466062262961545,0.004662753769049519,-7.293066427335262,-7.286282794935182
38,38,0.004651603951435728,0.004660273926626695,-7.299464072078519,-7.288593164357597
39,39,0.004629657891838206,0.004670122613836276,-7.321939510334183,-7.279424782115528
40,40,0.0046338288151879905,0.004659298415246762,-7.311158138089427,-7.289502346013888
41,41,0.004650835970359058,0.004652509661881547,-7.3058053247701675,-7.295834776028444
42,42,0.004653300288296545,0.004661932440572663,-7.302665681781793,-7.287047857519019
43,43,0.004652964287274277,0.0046699150024276034,-7.299797405389448,-7.279617853049256
44,44,0.004648200149849518,0.004666485137453205,-7.309310922532384,-7.282808743492568
45,45,0.004656864743026876,0.0046608617382222104,-7.301670810619317,-7.28804541279202
46,46,0.00464262719717376,0.004668695803143476,-7.3095064887978385,-7.2807518365409525
47,47,0.004646226494889898,0.004671167214646151,-7.309935706291637,-7.278453472204925
48,48,0.004645464044141094,0.004667695709749272,-7.306031524082002,-7.281682249631604
49,49,0.004637373294489286,0.00465807583379118,-7.314636143899904,-7.290642067074119
50,50,0.004692429210990667,0.004668957284210544,-7.271912439474944,-7.280508606719676
51,51,0.004647328532732946,0.004668007898879678,-7.308813618908797,-7.281391790503122
52,52,0.004656070041633451,0.004675430270205987,-7.297043250412703,-7.274491770340537
53,53,0.0046497291318841815,0.004668657814985828,-7.30004014289563,-7.280787174277789
54,54,0.004649683146631902,0.004669214059647761,-7.305939617411443,-7.280269767333691
55,55,0.004641218413358804,0.0046580867400686995,-7.316392289586863,-7.290631898646707
56,56,0.004670973089475607,0.004659234374565513,-7.284726323553689,-7.2895620389185805
57,57,0.004653792972340412,0.004663741485656877,-7.302542625488178,-7.285362921258846
58,58,0.004654187901118367,0.004658579066591828,-7.295121761475354,-7.290172904631197
59,59,0.004664606832390286,0.004659194572779693,-7.2942602858915055,-7.289599138940589
60,60,0.004648924843628996,0.0046533139569586825,-7.303799829631322,-7.295084061359869
61,61,0.0046481134984450246,0.004670334832840844,-7.3058909262932525,-7.279227435158634
62,62,0.004681410325556686,0.004671753972376648,-7.281039025108964,-7.277907977621799
63,63,0.00464234946622062,0.004666713360500963,-7.30710635315396,-7.282596348973527
64,64,0.004665674977772629,0.004672553586332421,-7.296260706587878,-7.277164706004697
65,65,0.004672416250615083,0.004677080818893094,-7.290941680547558,-7.272958868240693
66,66,0.004661116048155986,0.00468025503582076,-7.296520377303879,-7.270012420725438
67,67,0.004648607872311294,0.004676926513447573,-7.308135718799187,-7.27310215229242
68,68,0.0046551703552225815,0.004669174306878918,-7.293592137991953,-7.280306742467881
69,69,0.004657804903564686,0.004673424176871777,-7.290887991638839,-7.276355603569592
70,70,0.004657269868346834,0.00467509962618351,-7.2947047172589095,-7.274798912023602
71,71,0.004655894117679485,0.004674957599490881,-7.296069139427178,-7.274930850058649
72,72,0.004658947645965004,0.0046837589899568184,-7.291826556782435,-7.266762216244819
73,73,0.004671895679700928,0.004670071881264448,-7.28752139485536,-7.279471960739077
74,74,0.004666526336222887,0.004676596384103361,-7.285704609509431,-7.273408717752591
75,75,0.004666054453316731,0.004682265344615045,-7.289408067505077,-7.268147397218474
76,76,0.004668371583882374,0.0046851315143469135,-7.286918900689319,-7.265489750155294
77,77,0.004658127558830473,0.004667122652264018,-7.293852466707925,-7.282215469870756
78,78,0.004665679307942538,0.004685976469006978,-7.293477213567236,-7.264706578841996
79,79,0.0046811940186877845,0.0046727702413734635,-7.271307789870681,-7.2769633387957
80,80,0.004681690039170771,0.0046762432167796715,-7.2818587564960175,-7.273736700753444
81,81,0.004678261691954025,0.004673813616758899,-7.279025586912901,-7.27599371784925
82,82,0.004666633707154351,0.004673789671965335,-7.283850921232153,-7.2760159675990375
83,83,0.004646761909357666,0.004675662831256264,-7.303619766559493,-7.274275752855168
84,84,0.004652710021809512,0.0046714440625357,-7.30019407977371,-7.2781960848274
85,85,0.0046471747972992895,0.004676088543706818,-7.305248468177488,-7.273880351906473
86,86,0.004670497380465884,0.004659465979784727,-7.278928903648203,-7.289346161457388
87,87,0.004655026782726504,0.004673526426287074,-7.29742105404917,-7.276260585721037
88,88,0.004669863874687976,0.004674806970318681,-7.294642449312137,-7.275070783888678
89,89,0.004677730929298499,0.004678212988533471,-7.278874927122106,-7.2719077093141715
90,90,0.00466040189176337,0.004671860314709575,-7.288516536197478,-7.277809121040254
91,91,0.0046763863779374,0.004672347273873656,-7.2813147338255035,-7.277356469114322
92,92,0.004664810249562731,0.004670026589577135,-7.289799632105396,-7.279514080059205
93,93,0.004653548125715293,0.004668929221990861,-7.307937780736373,-7.280534709558149
94,94,0.004643043464760191,0.004663297514382161,-7.308074902760935,-7.285776373534273
95,95,0.004661165019401263,0.0046614109979648335,-7.294495865957407,-7.287533648156119
96,96,0.0046514822074125725,0.004670807037894663,-7.3035849031112,-7.278788353829579
97,97,0.004659862315147808,0.004658109778048177,-7.296122657924721,-7.290610419350212
98,98,0.00465759228838166,0.004670571535825729,-7.3032024962861755,-7.279007330607426
99,99,0.004658911348387753,0.004657269063356675,-7.296990708035098,-7.29139432252491
100,100,0.004628975107574586,0.00465839125804211,-7.315298709120458,-7.290347992055468
101,101,0.004650336152576294,0.0046585950461265286,-7.309584468182646,-7.290158007788742
102,102,0.004661934191034627,0.004655180695025544,-7.295788813528317,-7.29334218131852
103,103,0.004641237265439992,0.004656474375607152,-7.306950365468749,-7.292135439150151
104,104,0.004652459280008508,0.004652952897901598,-7.305135602488598,-7.295421051387466
105,105,0.004638619591318762,0.004643701678632121,-7.312454336296163,-7.304064493547714
106,106,0.0046420049152730665,0.004657167647229998,-7.313315417271779,-7.291488894994642
107,107,0.0046544886751042815,0.004658928140997887,-7.303813371778269,-7.289847493370399
108,108,0.004654999663957308,0.004661677478763618,-7.299332992091985,-7.287285380340652
109,109,0.0046615547826993715,0.004671099081047271,-7.298852422067148,-7.2785168188171685
110,110,0.004636533327938355,0.004654407672780125,-7.317311924700899,-7.294063414703031
111,111,0.0046246117076922935,0.004659784688173156,-7.326246682021731,-7.289049113337498
112,112,0.004640381082354747,0.004671891293439426,-7.314917463236068,-7.277780323418068
113,113,0.0046602070533200025,0.0046611853483084,-7.297068001659336,-7.2877438865854405
114,114,0.004656883105443618,0.004653194698652155,-7.301685529504551,-7.295195366740579
115,115,0.004654069195895158,0.00465799233336982,-7.298280460500326,-7.290719919171343
116,116,0.004658655100262042,0.004658012185245752,-7.295487503671686,-7.2907014100343925
117,117,0.004664372143902115,0.004659451740352731,-7.29448643328745,-7.289359433613935
118,118,0.00465421955648464,0.004659933797819049,-7.304998440244539,-7.288910144555313
119,119,0.0046286817889699,0.004656363376661351,-7.328161527434542,-7.292238965553043
120,120,0.004634329199445309,0.0046434952681394,-7.323218413086856,-7.304257539821039
121,121,0.00464440603289254,0.004645062095828746,-7.308578070160152,-7.302792372304994
122,122,0.0046208488140447234,0.004644790762349179,-7.330852618922927,-7.3030460655222385
123,123,0.00463426210101425,0.004638055094370716,-7.321575340612457,-7.30934858092218
124,124,0.004635613421266226,0.004629467564978097,-7.322729008080335,-7.317397156216607
125,125,0.004626764810269641,0.004635071553485959,-7.325752964738646,-7.312143183943789
126,126,0.004624878589217503,0.004638803559110353,-7.3303718925725425,-7.308647796057022
127,127,0.0046412988383438165,0.004630366536347489,-7.31237980231222,-7.316553905026424
128,128,0.004606359499055393,0.004637401207889381,-7.341953842675808,-7.309960905064198
129,129,0.004620580914785567,0.004636440328077266,-7.332915110637263,-7.310860866099867
130,130,0.004628184040259455,0.004640718774968072,-7.3297909999223885,-7.306855101001121
131,131,0.00465351009030932,0.004640808623088033,-7.300456879206267,-7.306771018843009
132,132,0.00463967359403974,0.004651477903519806,-7.316193052542731,-7.296797990912061
133,133,0.0046353908783765795,0.0046483553749950305,-7.315147945999102,-7.299714380740228
134,134,0.004643682164821736,0.004645983100329575,-7.311870050310497,-7.301931355776965
135,135,0.004625658543069952,0.004643088427225226,-7.3314761662957615,-7.304638064608082
136,136,0.004632233646842315,0.004642265383154154,-7.321050021686553,-7.305407972802568
137,137,0.004618125444412539,0.004645619614932098,-7.333426770549057,-7.302271145815982
138,138,0.004623452302298902,0.004646327175003917,-7.324543589362149,-7.30160973558119
139,139,0.004647258361897518,0.004654388311073968,-7.309865589287801,-7.294081480803435
140,140,0.004648839512398255,0.004644358800233979,-7.310534298853769,-7.303449974969263
141,141,0.004639446615366284,0.004647065983398964,-7.3125706967346975,-7.300919222645044
142,142,0.004640894629944538,0.00465617297021182,-7.3139093818867496,-7.29241655942711
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144,144,0.004648547974827978,0.004654337701044585,-7.304241113034,-7.29412870457275
145,145,0.004657557224566789,0.0046530962235441335,-7.294316318194728,-7.295287277033041
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179,179,0.004612460074773461,0.004625084025687293,-7.3402767350536475,-7.321511341650499
