,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.008116268389618275,0.007962568393467288,-10.902407976258758,-11.0074126006335
1,1,0.007694558355688434,0.007538008797717721,-11.14210057282622,-11.245377957547543
2,2,0.007291653169530262,0.007153984502350029,-11.376720082909982,-11.472464407364765
3,3,0.006899995388482342,0.006779035063166367,-11.611548840491539,-11.706265555256783
4,4,0.0065451888415540005,0.006458003735659938,-11.836109924446813,-11.916961438392084
5,5,0.006241714380220654,0.006168571938025324,-12.047648210600006,-12.11609801888186
6,6,0.005979935777824871,0.005895728392428474,-12.233531878278141,-12.312569677387607
7,7,0.005714692895483111,0.0056331495411301915,-12.429700129542752,-12.510431552971182
8,8,0.005486809086899475,0.005416898350966604,-12.60388793698878,-12.68043749687245
9,9,0.00528858923689299,0.00522186776230994,-12.77481969642797,-12.839685661132595
10,10,0.0050941343496063935,0.005037394670867606,-12.93223307605681,-12.995884573528901
11,11,0.0048961645501099296,0.004848150879536804,-13.09892026094972,-13.162183086719141
12,12,0.004765289600400888,0.004696005685745101,-13.223137292843955,-13.30065821672809
13,13,0.004604495317703977,0.004560351200205715,-13.37369753141164,-13.427961460495812
14,14,0.004434035169248728,0.004425035176896735,-13.523422662563235,-13.558777082605655
15,15,0.004331152391687189,0.0042918950662409,-13.632038791280943,-13.69145340505111
16,16,0.004195428146145393,0.004168165994710044,-13.774108175747719,-13.818494295868728
17,17,0.004094476763581492,0.004070310363251912,-13.880090614977686,-13.921669100752258
18,18,0.00398336270507233,0.003968787980020831,-13.99619027029451,-14.031365370258817
19,19,0.0038721018000361846,0.0038743953857766954,-14.118380991507236,-14.13590496925509
20,20,0.0037918488024589942,0.003782494998487987,-14.210174837213854,-14.240160733026032
21,21,0.003713303401624573,0.0037187093158105484,-14.301632124008815,-14.31402203999238
22,22,0.0036383460314233893,0.003626254129860746,-14.39022359272428,-14.423361993205317
23,23,0.0035632046410026623,0.0035647166231156965,-14.480442228092446,-14.497694243875848
24,24,0.003480935930130408,0.003501956498152331,-14.577144488292728,-14.574836888325176
25,25,0.003428636474016401,0.003463528192553081,-14.643320095518796,-14.622757086666226
26,26,0.0033879651035153375,0.0033993391369126344,-14.69915740080584,-14.70399941370895
27,27,0.0033505583306793697,0.0033567638357022873,-14.749380937594129,-14.758736480990642
28,28,0.0032900959642162336,0.0033126112294236294,-14.822848090750622,-14.816239659984166
29,29,0.003259652755079196,0.0032663610641305383,-14.861115582342968,-14.877302456967847
30,30,0.003232032082226012,0.0032452858469792104,-14.904681908999123,-14.905414799661493
31,31,0.003211398217731069,0.0032341132602213244,-14.932885538918972,-14.920392106989734
32,32,0.0031760966491683855,0.003191080066914621,-14.980841187569855,-14.978567345915565
33,33,0.003168571834001191,0.0031717607114267977,-14.987261749393422,-15.004940205328651
34,34,0.003126729027723375,0.003161319298669696,-15.042139293858817,-15.019260731976733
35,35,0.003123433151541604,0.0031476596885017657,-15.055861955930887,-15.038066635760991
36,36,0.003122269411177672,0.0031278816689001886,-15.051625374690829,-15.065441208648267
37,37,0.0030893208915079686,0.0031252317988362754,-15.099072621440932,-15.069122011887625
38,38,0.0030800468101137386,0.003114299824167239,-15.112597206401423,-15.084340144978082
39,39,0.0030693202807577616,0.0030897585430035464,-15.130126408762674,-15.118698940298119
40,40,0.0030558077791302475,0.003072527065677078,-15.145713743888042,-15.142987184947216
41,41,0.0030330895451041533,0.003073290394815175,-15.174226492013078,-15.141908371147792
42,42,0.003047213937664769,0.003059765054403167,-15.16224055861396,-15.161063554980798
43,43,0.0030198108918542406,0.0030620514880865812,-15.19909220297627,-15.157819466984288
44,44,0.0030238882772931734,0.003050126478468117,-15.193366423426486,-15.174765872908774
45,45,0.003002828104690332,0.0030316766474003855,-15.222648046551743,-15.201115572952359
46,46,0.0030085147723325134,0.003021352605796174,-15.220670598472964,-15.215930233380641
47,47,0.0030023207787193895,0.0030262377113103867,-15.226637778171101,-15.208913968327824
48,48,0.002982224080922831,0.0030024601024036344,-15.249164762836314,-15.243171906628422
49,49,0.002978675960342294,0.003009138775891379,-15.261248152313751,-15.233522186831097
50,50,0.002963576612264379,0.00300691041507219,-15.28098250428651,-15.236739463887858
51,51,0.0029696441452335756,0.003001947605394219,-15.274882138135354,-15.243913277416528
52,52,0.0029662023610483434,0.0029958647945405622,-15.282233024557925,-15.252722262819091
53,53,0.0029549134544759373,0.0029836745540562427,-15.293649896509894,-15.27042985265566
54,54,0.0029639128413166582,0.0029883096607303933,-15.284080502987267,-15.263688369143898
55,55,0.0029539574230493036,0.0029768861438098705,-15.302533018046828,-15.28032211123666
56,56,0.0029552284359317463,0.0029829523746708504,-15.29913594320253,-15.27148116197095
57,57,0.002954103727104891,0.002966876386811859,-15.295750811693587,-15.294949836744692
58,58,0.002954332623630762,0.002970148061745261,-15.299682959427496,-15.290163363229903
59,59,0.00295692568491261,0.002978723765792031,-15.298837360768172,-15.277642052857699
60,60,0.0029360623214125018,0.0029786507059869015,-15.319966433131544,-15.277748574515414
61,61,0.0029398946585997786,0.0029622081569150873,-15.313688910214942,-15.301788622356211
62,62,0.0029490520678383788,0.0029819979528455357,-15.30544891079302,-15.272870947678863
63,63,0.002935088767679696,0.002976897650545365,-15.315040846345777,-15.28030532422557
64,64,0.002942115174049569,0.002967840366947808,-15.315021450832178,-15.293538981687039
65,65,0.002943714300516186,0.002970675913322913,-15.308167989714946,-15.289391608237654
66,66,0.0029385878354042153,0.0029722637325329216,-15.317227232333098,-15.28707093470345
67,67,0.0029572614819080253,0.0029736824921871487,-15.298234244752662,-15.284998398298363
68,68,0.0029347973261220554,0.002978845903845994,-15.310456833831111,-15.277463980637599
69,69,0.0029498930593242043,0.0029782632512873725,-15.29939542236118,-15.278313529589255
70,70,0.0029536059111856003,0.002983166444066324,-15.297745507977247,-15.271169504895177
71,71,0.0029443335436169327,0.002969134133309126,-15.302766522749824,-15.29164618056262
72,72,0.002949107162289552,0.0029860805891650287,-15.302196633650587,-15.266929113337142
73,73,0.0029543329692762535,0.0029809722358262853,-15.299166583912506,-15.274365046196056
74,74,0.0029468317900198638,0.002989408302758085,-15.29999360517403,-15.262091993475122
75,75,0.0029512839919897086,0.0029855017231679277,-15.29723027595834,-15.26777109556544
76,76,0.002954096367736299,0.002989296286709999,-15.29224525691556,-15.262254730907106
77,77,0.0029510347359842553,0.0029844785060145354,-15.300769775077184,-15.269259802565458
78,78,0.002953616654999631,0.0029900376439878813,-15.29959784866672,-15.261177796986757
79,79,0.0029485056047164593,0.002987812677594392,-15.290324370585457,-15.264410700521477
80,80,0.0029484967043450507,0.0029980959125647418,-15.295368958658939,-15.249489134213565
81,81,0.0029563167991750326,0.0029890668995090222,-15.29415672185523,-15.262588004723197
82,82,0.0029718912753862203,0.0029998301699953643,-15.277178038192814,-15.246977671274738
83,83,0.002974771860910138,0.002989356001642974,-15.263278796130546,-15.262167976017782
84,84,0.002976735098498691,0.0030026301668074572,-15.265890326600344,-15.242925921875965
85,85,0.002973148954513761,0.0030018242051530826,-15.263932150115284,-15.244091805333609
86,86,0.002974825251137012,0.0029939976153209023,-15.266022437217394,-15.255429856425092
87,87,0.0029618632259596255,0.002992957524072967,-15.2830406414707,-15.256938823449836
88,88,0.002966481008922163,0.002996168957140885,-15.275928444179769,-15.252281356961383
89,89,0.002972845881025201,0.0030112992604508213,-15.262824154897384,-15.230405182530028
90,90,0.002992163076228702,0.0030096272055647874,-15.252349577520077,-15.232817317051882
91,91,0.002975622516067833,0.003011289604106232,-15.266124227281217,-15.230419109089734
92,92,0.0029801486237646686,0.0030122331319082725,-15.258670536338618,-15.229058546710348
93,93,0.0029585256802935884,0.0030130201485008,-15.279687134669139,-15.227923998669501
94,94,0.002981133372570897,0.003006651691210113,-15.252253644384623,-15.237113160355012
95,95,0.0029846093012500055,0.0030201258824059836,-15.245880860753875,-15.21769390499693
96,96,0.0029845457240823925,0.0030217584908792845,-15.254564516644544,-15.215346846283078
97,97,0.002995072779984972,0.0030294274911284447,-15.236031019878482,-15.204338735532483
98,98,0.002987796164684228,0.0030178826204256006,-15.243421859309752,-15.220920917161324
99,99,0.0029935509364898364,0.003021371526349532,-15.235252909991715,-15.215903036733106
100,100,0.0029820616491446177,0.0030209209990540616,-15.248394690525869,-15.216550676740306
101,101,0.0029876783139734845,0.003031333859421705,-15.24151197071858,-15.20160665218633
102,102,0.0029909380317963276,0.003041345785420976,-15.238410340659252,-15.187286357329235
103,103,0.0030101256675480565,0.00303154439959479,-15.221115636663498,-15.201305025033285
104,104,0.0029899943932007577,0.0030224869444378114,-15.2373531021726,-15.214300021279996
105,105,0.0030006694597835394,0.0030356256389304213,-15.227603360944833,-15.195462235136583
106,106,0.003024435095661848,0.0030495695965854744,-15.195250980930219,-15.17555886562972
107,107,0.002995478123733678,0.0030459551336733917,-15.229763324211735,-15.18070933766029
108,108,0.0030004907850675363,0.003045169232217105,-15.226540600927791,-15.18183002621359
109,109,0.003010070004222012,0.003044280064243235,-15.209897225038329,-15.183098320696331
110,110,0.00300764916560699,0.0030454259341288555,-15.216969123400983,-15.181463939744901
111,111,0.003009085440240109,0.0030407764042090428,-15.21351977859866,-15.188099491664438
112,112,0.0030037887399228884,0.003041897385724281,-15.219743178389972,-15.186498761101832
113,113,0.002999049496174473,0.0030543253953127483,-15.227944075692628,-15.168791326001386
114,114,0.0030179769520830247,0.003045887637295221,-15.209119131167565,-15.180805575549845
115,115,0.0030083430705342405,0.003051353324400751,-15.211730507069808,-15.173019370607417
116,116,0.003011053588875022,0.0030571086160642537,-15.213124448750044,-15.164835666836577
117,117,0.0030162186486665733,0.003049572010671622,-15.207846774201565,-15.175555427689236
118,118,0.0030123895038994624,0.0030431100902588745,-15.211389785565292,-15.184767716738767
119,119,0.003032401477745206,0.0030535632303278696,-15.186898734943572,-15.169875183514968
120,120,0.003029433314294852,0.0030449702477964914,-15.197308033639958,-15.182113822130487
121,121,0.003028096972014179,0.003052916120443689,-15.19019486776939,-15.170795636158111
122,122,0.0030204699777988428,0.003039462810480281,-15.191206061292794,-15.189976018217411
123,123,0.003010531275331513,0.003044586273302373,-15.206881487109033,-15.1826615073474
124,124,0.003019089692934733,0.0030456992037790386,-15.201859314118558,-15.181074259682388
125,125,0.003012810483306032,0.0030486901584816607,-15.210366578646479,-15.176811469269609
126,126,0.003015408878089841,0.003047303872575101,-15.204644679048421,-15.178786721629997
127,127,0.003012448182022295,0.0030485829460973803,-15.213536584056905,-15.176964199009909
128,128,0.0030091550494016138,0.003054093875873246,-15.21383583295395,-15.169120535934804
129,129,0.003030753872098075,0.003049930361540694,-15.190596744478169,-15.175045124403146
130,130,0.0030113117980588343,0.0030598377833436978,-15.214649593033975,-15.160960326786466
131,131,0.003021437168294161,0.003045799443498254,-15.198236689107002,-15.180931327509379
132,132,0.003028088515701214,0.0030533426416743743,-15.192446879622308,-15.170188928108493
133,133,0.0030263111657779854,0.0030437790004438476,-15.195773329495395,-15.183813193010591
134,134,0.0030235531139811596,0.00304455946101562,-15.199443088590744,-15.182699753855836
135,135,0.00300794158889384,0.003049386787767473,-15.211389182583247,-15.175819214633457
136,136,0.0030172037935249276,0.0030447385813060558,-15.20724372811703,-15.18244425329332
137,137,0.0030200015057416,0.0030515962157790597,-15.199642210258988,-15.172673680758066
138,138,0.0030310788172652424,0.003042211707093214,-15.18554606331655,-15.186050024781984
139,139,0.0030246131943020317,0.003047631918697765,-15.186400666433533,-15.178319223280878
140,140,0.0030203996269397206,0.003044117769030364,-15.193519289073112,-15.183329855879595
141,141,0.003015650712318488,0.003044806445311559,-15.207079627547147,-15.182347454721402
142,142,0.0030291020706987256,0.003054068546350065,-15.193211009689634,-15.1691565548596
143,143,0.003011994963972685,0.0030550437023569095,-15.207671819585569,-15.167770085405046
144,144,0.003016965209324028,0.003038666149797408,-15.203381705241245,-15.191114478236154
145,145,0.003036112980629058,0.0030531904807216243,-15.179373072172151,-15.17040536077439
146,146,0.003037074655198406,0.0030442565115854927,-15.188184113773321,-15.183131920853493
147,147,0.003032408957129594,0.003055101811983868,-15.188902174546705,-15.167687479548032
148,148,0.0030125194137973575,0.0030448068864643574,-15.206194384383405,-15.182346825485308
149,149,0.003017659872751107,0.0030419420646993736,-15.201667314990976,-15.186434972987442
150,150,0.003017562487133846,0.003046932593478184,-15.20900070914041,-15.179315891983444
151,151,0.0030283320253503693,0.0030472554315469766,-15.188997158201406,-15.178855759176972
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154,154,0.0030254917579328583,0.003040368362378917,-15.188212423698303,-15.188682310598296
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157,157,0.0030156888701405723,0.0030601577416650557,-15.203933574481372,-15.160506221442878
158,158,0.003019986904619895,0.003054759416141008,-15.1947989093884,-15.168174235694478
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161,161,0.003020411306876958,0.0030500670331285186,-15.202938273915374,-15.174850515413684
162,162,0.0030362663224109054,0.0030470482122741246,-15.179048111813492,-15.179151097880252
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178,178,0.0030209593038007464,0.003041330541140939,-15.197332977453975,-15.187308125729672
179,179,0.00302786461423276,0.003047225629224589,-15.195976017003439,-15.178898233619119
