,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.005811922040950392,0.0057480338666784135,-6.340758094510091,-6.377514430301918
1,1,0.005666390891887785,0.00558287527804312,-6.455798443245478,-6.504128355279329
2,2,0.005473436566895431,0.005430839563670911,-6.593921193123808,-6.6240378813014935
3,3,0.005338683599586954,0.005294362842840583,-6.701503565380995,-6.734570594678717
4,4,0.005203621649212137,0.005170842804210751,-6.81108178332406,-6.837094260688997
5,5,0.005106000661773165,0.0050603306705230165,-6.901702716502411,-6.9309186429136975
6,6,0.005001279323832276,0.004967572118498777,-6.99232556971472,-7.011265804547577
7,7,0.004886385874304268,0.004871167659171317,-7.094924321802316,-7.096376836345647
8,8,0.004807647370454884,0.004806550734333302,-7.155881256428574,-7.154372305492183
9,9,0.004754040044607576,0.00474194358838232,-7.207994202837874,-7.2131437813498565
10,10,0.0047086448955935304,0.004688191595242212,-7.25447463482396,-7.262654093518512
11,11,0.004656464783186765,0.004652311363698621,-7.303339188293879,-7.296019883955599
12,12,0.004611421342862328,0.004615807856776212,-7.332786634634083,-7.33023039252927
13,13,0.004583453629933989,0.0045983210500133665,-7.363954275530174,-7.346714713245364
14,14,0.004571783217150219,0.004583550126929032,-7.38068148264213,-7.360687760347272
15,15,0.004586383220307606,0.004575600087838738,-7.366360078018798,-7.368227016487752
16,16,0.004549570487255288,0.004585038895081533,-7.38964833696814,-7.359277371469344
17,17,0.004580572185096974,0.004588462387848841,-7.372090786711956,-7.356035852139166
18,18,0.004583747438203121,0.004604740656520191,-7.366780461491993,-7.340655859739867
19,19,0.004591537529084179,0.0046234032090165115,-7.3585284606200965,-7.3230899120582285
20,20,0.004615380788778828,0.004637401869618579,-7.340843896905299,-7.309960285352196
21,21,0.004614490905258152,0.004641807540074775,-7.3323418323605445,-7.305836316536524
22,22,0.004652509360199736,0.0046565295197069645,-7.307651551580372,-7.292084008315314
23,23,0.004620958628497787,0.004673688476415057,-7.325272829698022,-7.2761100008096715
24,24,0.004684439289009141,0.004681215842107409,-7.278024048609108,-7.269120952118899
25,25,0.004686375398227235,0.004692121850032555,-7.27800965984509,-7.25901479494334
26,26,0.004664703613127937,0.0047105133876596626,-7.286992690899391,-7.242025188753983
27,27,0.0047054647602448145,0.004728938648967366,-7.25142228076227,-7.225070815883044
28,28,0.004714978177138825,0.004735275857934826,-7.246119407582969,-7.219254769988149
29,29,0.004727933507835127,0.004752721514944967,-7.226239784268377,-7.203283936917002
30,30,0.00472116254788545,0.004769961717293451,-7.23785138970649,-7.187558678091104
31,31,0.004748769517335081,0.004780239744209929,-7.223585844739626,-7.178210829009596
32,32,0.004776118087975942,0.004791205234237407,-7.191245201120116,-7.168259867781657
33,33,0.004774892501072171,0.004796167958135668,-7.185349408927375,-7.163763779534179
34,34,0.004777451775507214,0.004799584980661932,-7.187746865751023,-7.160670756819053
35,35,0.004788171730397903,0.0048150383671255485,-7.179248209983498,-7.146710092933777
36,36,0.004798082159544082,0.004812802555725763,-7.163049546033411,-7.1487271610983605
37,37,0.0047997630191678855,0.004812113891698812,-7.165307869963897,-7.149348637635708
38,38,0.004789549996596329,0.004809803868594922,-7.172544268973517,-7.151433939820482
39,39,0.004766831611350332,0.00481252435986933,-7.195130403685768,-7.1489782048840524
40,40,0.004766303657064426,0.004797639864447869,-7.188740922577606,-7.162431168320561
41,41,0.004776029060258693,0.0047953372429076,-7.190445945507635,-7.164516059875842
42,42,0.004767964070797274,0.004782585966351785,-7.196946735500028,-7.176079761518013
43,43,0.00476444092070319,0.004767489742095533,-7.196975137156479,-7.189809940320785
44,44,0.0047411219476117305,0.004758676219927638,-7.223347865422662,-7.19784604876366
45,45,0.004748949305797668,0.004740497268932431,-7.216631716605272,-7.214468605981993
46,46,0.0047103704394983875,0.004734903157345559,-7.246593972498646,-7.219596604728852
47,47,0.004709351553399231,0.004723139474854658,-7.251328358925793,-7.23039990774997
48,48,0.004692448610343884,0.004701167614640374,-7.26232730282287,-7.250650255805158
49,49,0.004662209339247844,0.004701561515072459,-7.29143901073871,-7.2502863853122115
50,50,0.004710397591872006,0.004680536221712828,-7.25531407320058,-7.269751507992761
51,51,0.004646328407502973,0.004666868205133237,-7.309748340026781,-7.282452249585992
52,52,0.004638602765104205,0.004656127457948108,-7.313366473184869,-7.292459010216026
53,53,0.004621151489080842,0.004646355996986753,-7.326814626124767,-7.301582795615904
54,54,0.004616275333713011,0.004630929912979666,-7.337256165401468,-7.316025531133573
55,55,0.0045937972632956875,0.004612552982411887,-7.3609941084304475,-7.333293935576543
56,56,0.004606750880166427,0.004609427733444854,-7.34485270090779,-7.336237508057848
57,57,0.004585623145871556,0.004604068731791095,-7.3666296117749654,-7.341289629406092
58,58,0.004584852337222738,0.004590211828288279,-7.360307359415973,-7.354380335622127
59,59,0.004575699342165104,0.004586893722022835,-7.3778359234786866,-7.357520836287278
60,60,0.004560742527246475,0.004581050212053876,-7.386969530097214,-7.363057092827202
61,61,0.004558794915714522,0.004583972408191154,-7.390157615722077,-7.360287664418676
62,62,0.004596901745487427,0.004583632181349553,-7.3601539000496174,-7.360610013923452
63,63,0.004558791660886143,0.004590439830759638,-7.38598720258059,-7.354164620618727
64,64,0.004581677636189252,0.004593568535423593,-7.375160229084744,-7.351205609325515
65,65,0.004598669870996598,0.004603301052396235,-7.3600346019851814,-7.342013829549337
66,66,0.004589009674784449,0.004619791760648552,-7.364229801624593,-7.326483613441445
67,67,0.004584186139142083,0.004624946998726381,-7.368742415425247,-7.321640011603807
68,68,0.004598183149337461,0.004640692403834117,-7.347085267685165,-7.30687978008868
69,69,0.004608925816017328,0.00465206760226896,-7.336703750222556,-7.296247441848961
70,70,0.0046220723990850225,0.004657228697875613,-7.327651319609396,-7.291431963858097
71,71,0.004628113763810126,0.0046711594454552,-7.322059833432424,-7.278460695494971
72,72,0.004647226639322399,0.004668994439079573,-7.302766328686159,-7.280474046346965
73,73,0.004664570246775125,0.0046865976121472685,-7.294336384113841,-7.264130943938801
74,74,0.0046627548494443454,0.004697670792474558,-7.289215996835257,-7.253881826718711
75,75,0.004677981291849588,0.004707005561182373,-7.2783212884823065,-7.245260498948294
76,76,0.004680954539169048,0.00471772790249241,-7.275228836026615,-7.235378722044902
77,77,0.004678007474495578,0.004713602486605707,-7.2753571242731185,-7.239178070377539
78,78,0.0046939966652887995,0.004719228802346869,-7.267198291954738,-7.233997275566838
79,79,0.00471438672489573,0.004725720831438115,-7.240622152631737,-7.22802698887601
80,80,0.004714550172007575,0.004729414971447305,-7.251482707727882,-7.224633394671869
81,81,0.004717616839622406,0.004729627362011294,-7.242644053535678,-7.2244383642518475
82,82,0.004712608066800329,0.00473398585362654,-7.2412748343875215,-7.220438054964848
83,83,0.0046937625240726566,0.004740728016354535,-7.259912841871477,-7.214257214881923
84,84,0.004699156072336374,0.0047361766429323895,-7.25705524716339,-7.218428696152132
85,85,0.004688667037437872,0.004737256805559522,-7.266644623122316,-7.217438329411065
86,86,0.004716824548146159,0.004742813492683988,-7.236063011162549,-7.212347145999411
87,87,0.004713191895640081,0.004733203738731773,-7.2434916720745814,-7.22115562416629
88,88,0.00471970130756651,0.004728259298166162,-7.248539514983069,-7.225694760324933
89,89,0.004717133732839036,0.004728192512534167,-7.242445407159527,-7.225756103907127
90,90,0.0046965696503283435,0.004729563958550754,-7.254942561702167,-7.224496584393746
91,91,0.004712822602236087,0.004725870235185874,-7.247607675814108,-7.2278896887690225
92,92,0.004710973605283142,0.004719168781057785,-7.247032748871788,-7.234052511457075
93,93,0.004692142675678755,0.004720603777585845,-7.272067783062683,-7.232732117189913
94,94,0.004674620494323293,0.004714684781471365,-7.2786388075011015,-7.2381809970456645
95,95,0.00468710528629035,0.0047107282290725335,-7.270393559721468,-7.241827116262255
96,96,0.004673015374267839,0.004710639974004344,-7.283526445086428,-7.241908481703642
97,97,0.004683906769322366,0.004704422439987722,-7.273771084970193,-7.247644484266898
98,98,0.004674458410590887,0.004693847443712385,-7.287504185125404,-7.257417909639017
99,99,0.004670760219859094,0.004696547739992016,-7.285959446696818,-7.254920200473151
100,100,0.004652165548549485,0.004693475527394759,-7.293595554559287,-7.257762035871931
101,101,0.004675734869790138,0.004685655383295135,-7.28592916901528,-7.26500417003022
102,102,0.004658917085142787,0.00467461122101859,-7.298600386091988,-7.275252640853759
103,103,0.004651012220755988,0.0046740293404773665,-7.29781326529338,-7.275793270278635
104,104,0.004651395652020715,0.0046714373717182565,-7.306128583938294,-7.278202305146294
105,105,0.004635626344567107,0.004669950662278815,-7.315257692172947,-7.279584690095606
106,106,0.004649538450787977,0.004675298022400392,-7.306272941137534,-7.274614615300674
107,107,0.00465700014004695,0.004669667344148222,-7.301470641385319,-7.279848177318944
108,108,0.004644107745633912,0.00467211939394474,-7.309506661413192,-7.277568288577545
109,109,0.004656362716953472,0.004670637635220038,-7.303692314106495,-7.2789458683241595
110,110,0.004634704901692793,0.004669516788501488,-7.319024911509439,-7.2799882012989245
111,111,0.0046269290110806825,0.004669976126598685,-7.324071061492974,-7.279561008938666
112,112,0.004636987971775618,0.0046680947324555175,-7.31809424591683,-7.281311004452839
113,113,0.004652041149776928,0.004662598115637114,-7.30468465379354,-7.286427774811413
114,114,0.0046539269051677785,0.004667238013720826,-7.304443316440114,-7.282108122734918
115,115,0.004649391781884371,0.0046709439178046425,-7.302647384316032,-7.278661083920813
116,116,0.004653845174410909,0.0046707548103050184,-7.299973784218596,-7.278836915631887
117,117,0.004664112194489266,0.004670584500816308,-7.294728476027746,-7.27899527508915
118,118,0.004651449894359738,0.0046644478448127445,-7.307583636332694,-7.284705199007819
119,119,0.004625456407666206,0.00467051283799504,-7.331188854948318,-7.2790619113026604
120,120,0.004632225370553043,0.004666212848142574,-7.3251904109585055,-7.283062161625898
121,121,0.004650487247662446,0.0046630057653314185,-7.3028952972332295,-7.286048088916197
122,122,0.0046193001686220935,0.004673722298129609,-7.332308370705788,-7.276078572675501
123,123,0.004645772724767628,0.004666123514700877,-7.310801667804396,-7.283145306980439
124,124,0.004646923167381398,0.004660830122271651,-7.312146205172747,-7.288074872321627
125,125,0.0046358771439756925,0.004663754009494656,-7.317208021423274,-7.2853512588921525
126,126,0.00463816754942395,0.004662094637751579,-7.317910924634118,-7.28689676113288
127,127,0.004640923870593002,0.004671400094306783,-7.312730680394476,-7.278236961371796
128,128,0.004621736854122779,0.004656230736719935,-7.32747998722869,-7.292362679297977
129,129,0.004632446790094843,0.004662432242184877,-7.321776514365903,-7.286582279241412
130,130,0.00464396518607115,0.004659713711589575,-7.315007650356481,-7.289115264405446
131,131,0.004664553987035125,0.004663537305436637,-7.290162239433981,-7.28555306105195
132,132,0.004645320073192574,0.0046680083645409655,-7.310910905610939,-7.281391357268814
133,133,0.00464034634498284,0.004660509918865405,-7.3105075989188,-7.28837324695845
134,134,0.004644286281131592,0.004661584567082555,-7.31130509494551,-7.287371940238234
135,135,0.004626687707321853,0.004668528753283776,-7.330510010587101,-7.280907233536794
136,136,0.004629332125762996,0.004662979124604087,-7.323771191445617,-7.286072901139271
137,137,0.004624742673729191,0.0046618119323332055,-7.327208296733411,-7.287160121565157
138,138,0.004621585125353225,0.00466280053124616,-7.326297837869235,-7.28623924028243
139,139,0.0046425682982218636,0.00466336937327134,-7.314250749574828,-7.28570945162225
140,140,0.004653683013868393,0.004670448160093082,-7.306011856374939,-7.279122053414222
141,141,0.004639518072771043,0.004665678808171498,-7.312503806607142,-7.283559232576459
142,142,0.00463994625552567,0.004667347566665788,-7.314796960465908,-7.282006183041795
143,143,0.004639971271618125,0.004663102451319757,-7.317225735158402,-7.285958040226563
144,144,0.004656087991195856,0.004662286882337771,-7.297202496519052,-7.286717680594849
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147,147,0.0046378348560370125,0.004663348835157721,-7.314985341657301,-7.285728578584626
148,148,0.004670062961690512,0.004662255634014544,-7.289535989975635,-7.286746788670281
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150,150,0.004642064635133006,0.004669659231838427,-7.31336374169816,-7.27985572204147
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153,153,0.004656024310814659,0.004663864787864058,-7.3063775936605415,-7.285248101943756
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179,179,0.004644495108616106,0.00467675769897668,-7.310217836226202,-7.273258914465522
