,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.011150843905496229,0.010985773595932283,-3.5041252833699033,-3.583931235892398
1,1,0.010845498565930067,0.010832042678406364,-3.62897115822717,-3.6451340558958596
2,2,0.010775538382226044,0.0107678589165995,-3.666167435639135,-3.6709441138723853
3,3,0.010683181820456515,0.010720547680792055,-3.6922575423944695,-3.690067953279359
4,4,0.010639268789709229,0.010686554063699748,-3.71029471384722,-3.703860808480801
5,5,0.010591484923107722,0.010651012490454474,-3.722938565102532,-3.718328740777266
6,6,0.010580604934354419,0.010616381211500419,-3.7365854217605294,-3.7324726334002345
7,7,0.010527598719621441,0.010574105097667166,-3.7576593758163037,-3.7498014545001057
8,8,0.010532250435850056,0.010542414102115129,-3.7613907785008904,-3.7628369692050265
9,9,0.010473878766150819,0.010511365474054688,-3.7808258763080493,-3.775646315445065
10,10,0.010389904520407165,0.01047112062377365,-3.799259024747121,-3.7923060551474945
11,11,0.010430171260053349,0.010447027504836259,-3.7990908383550663,-3.8023102994706335
12,12,0.010378784058404337,0.010410218499600887,-3.8205009627903106,-3.81763923067373
13,13,0.010349630954262522,0.01038492176877825,-3.826481151455985,-3.8282053878468476
14,14,0.010336745549569424,0.010367288352235368,-3.8415025480622793,-3.8355859003803046
15,15,0.010274307754313209,0.010339390486478806,-3.8569477465378426,-3.847288304788269
16,16,0.010285578216858132,0.010315797095628161,-3.861826201205942,-3.8572097677344748
17,17,0.010261890248001851,0.010283797097049262,-3.8778218536211413,-3.870702687888693
18,18,0.010238122895897664,0.010261509665533117,-3.8782909721273366,-3.8801250950904107
19,19,0.010181731208390797,0.010221027524063462,-3.8998059248683963,-3.8972921026591796
20,20,0.010152369382378366,0.01019049582904891,-3.910123552538816,-3.9102845249569995
21,21,0.010129661462509754,0.010177203258009334,-3.9232044443900382,-3.9159531977390625
22,22,0.010118429318608083,0.01016859019077138,-3.9255634889807483,-3.919630230838387
23,23,0.010130529848801107,0.010158435539587549,-3.9338200409285977,-3.923969389355879
24,24,0.010105270853976613,0.010150945843442491,-3.935699115220835,-3.9271725729418696
25,25,0.010080767478601834,0.010140909813344479,-3.94399060429585,-3.9314684765998615
26,26,0.010066751054651345,0.010124246491805503,-3.9513493958987884,-3.93861057816233
27,27,0.010118300469649821,0.010121222732490614,-3.941217386424568,-3.939907858042856
28,28,0.010065177042690134,0.010105057570495103,-3.9565101084925454,-3.9468497594140595
29,29,0.010055569163763645,0.010093432017847112,-3.9576193862912765,-3.951849057900754
30,30,0.010025300767234306,0.01009494566211575,-3.9659636078200524,-3.951197824438525
31,31,0.01002255347125309,0.0100866809095207,-3.9658407307905237,-3.9547548584904977
32,32,0.010044781203122483,0.010095701258825628,-3.9638763886659523,-3.9508727714740677
33,33,0.010022963368401085,0.010067991373178205,-3.971333473316789,-3.9628093331210446
34,34,0.010035893812621991,0.010066512628997626,-3.970633995538102,-3.9634472534183187
35,35,0.0100228232187555,0.01005530171096325,-3.9770781234876997,-3.968286618557996
36,36,0.009969625103565836,0.010049173559405301,-3.989503153945363,-3.9709342106513166
37,37,0.009978929448143109,0.010036877552537541,-3.9851735383945677,-3.9762514216545286
38,38,0.009984434611096825,0.01001424219851431,-3.9886574940403645,-3.9860567728230882
39,39,0.009980933183861762,0.010016389485252531,-3.992423075943354,-3.9851256441400116
40,40,0.009950953103678743,0.010003075395759783,-3.9994062596858093,-3.990902258535182
41,41,0.009939527052656277,0.010004658938238495,-4.001900193713933,-3.990214800624836
42,42,0.009941386980647893,0.009979597832027235,-4.002538807992423,-4.001107280608943
43,43,0.009933515499854825,0.009974128909801183,-4.011428187770417,-4.0034879113902875
44,44,0.009944122035017948,0.009982261610658546,-4.009958830500235,-3.99994820585363
45,45,0.009896976921284936,0.009960304602588477,-4.0204906919438415,-4.009511479902878
46,46,0.009931074829829722,0.009961181271233056,-4.01627379671888,-4.009129247013771
47,47,0.009903596474107393,0.00994314513120212,-4.0236106913912835,-4.01699989591268
48,48,0.009925580852348166,0.009929004909568712,-4.023415468011637,-4.023180426204686
49,49,0.009889486024981922,0.009930877603198352,-4.027516585610202,-4.022361387611143
50,50,0.009875300522778453,0.00993189715633267,-4.0311385511043785,-4.02191554224866
51,51,0.00985715380802597,0.009915856252375402,-4.04063985947334,-4.028935457749142
52,52,0.009843779939044383,0.009893663864778844,-4.0440550462111435,-4.0386661684867144
53,53,0.009855631988533993,0.009906915947794914,-4.046435104030563,-4.0328528969144575
54,54,0.009886683003266448,0.009893128011179598,-4.038457766323172,-4.038901394351298
55,55,0.009814095760205971,0.009881781561202124,-4.0551244356883025,-4.043885185692688
56,56,0.009831815103510605,0.009871426234511952,-4.05490524478362,-4.048438635135777
57,57,0.00982113444659206,0.0098741742243108,-4.060986375478993,-4.047229822249929
58,58,0.009810215265480513,0.009861615780544909,-4.063092032365885,-4.0527569012912235
59,59,0.009839199694622424,0.009854961872885102,-4.057905391412203,-4.055688196509134
60,60,0.009783112069534272,0.009852482986293341,-4.069333878161801,-4.056780744814038
61,61,0.009787553239652176,0.009837091998442224,-4.072891591172252,-4.063570350441763
62,62,0.009771636812035571,0.009833116133354212,-4.077408728727527,-4.0653259966255355
63,63,0.009778230249420884,0.00983019790759212,-4.078188318107593,-4.066615066567754
64,64,0.009752774851147047,0.009827086701989174,-4.082071585030352,-4.0679898031741
65,65,0.009759074672288502,0.009817363890378098,-4.086470759609107,-4.072288792098442
66,66,0.009744629225472813,0.009794873724642553,-4.0875023386913885,-4.0822492661138785
67,67,0.009750281076532663,0.009792747123068884,-4.091512112214864,-4.083192281439181
68,68,0.009745046650011515,0.009796417906488242,-4.095531996512421,-4.081564645958502
69,69,0.009757031897831824,0.009783135285895122,-4.090777455534113,-4.087457088607277
70,70,0.009731037945477004,0.009762986121993316,-4.097084137046813,-4.096410960953164
71,71,0.009747089990942748,0.009785364381968975,-4.100720440682731,-4.086467657485703
72,72,0.009720647592366356,0.009774488887112392,-4.1021862044037105,-4.091297108735593
73,73,0.009710304602289322,0.009763035040936972,-4.111774804309658,-4.096389200014658
74,74,0.00970489691136424,0.009755161394806285,-4.108194479514745,-4.099893090616188
75,75,0.009672447472580314,0.009762021369839969,-4.119543894947611,-4.096840140339772
76,76,0.009682034276733078,0.00973828259463373,-4.117601276557796,-4.107413949025814
77,77,0.009659577353098957,0.009737032563670686,-4.125400281769669,-4.107971456358342
78,78,0.009682581539160198,0.009736985654423111,-4.119118930510081,-4.107992379033
79,79,0.009647852078694659,0.009736803360283375,-4.129216271015242,-4.108073687646247
80,80,0.009660854657209412,0.009709339637897517,-4.126432193790091,-4.1203407485393475
81,81,0.009678020276436486,0.009705055750122196,-4.125801164564501,-4.122257335499617
82,82,0.009615137174571912,0.009694961389820827,-4.143863608635078,-4.126776842200296
83,83,0.009622179643855882,0.00969871045335343,-4.135252216931205,-4.125097740235528
84,84,0.009652637214083033,0.009695235149640786,-4.136498795041781,-4.126654210767509
85,85,0.0096601855547465,0.009685347837052848,-4.136206692485219,-4.131085455868107
86,86,0.009614609825165616,0.009689115085884145,-4.144967189990633,-4.129396536380103
87,87,0.00965243047007273,0.009679070428798073,-4.146582493148822,-4.133901180899216
88,88,0.009606371086436449,0.009673614888206908,-4.148964013149492,-4.136349741601252
89,89,0.009621249867084715,0.009679270761185571,-4.148741171637328,-4.13381129380653
90,90,0.009615083253875221,0.009666468654023973,-4.150331114289262,-4.139559210894915
91,91,0.009602657269648056,0.009652338088735155,-4.157109685653116,-4.145912426916211
92,92,0.009581239711608468,0.009647273899693238,-4.156125374052903,-4.148191591293209
93,93,0.009590163481296952,0.009654247250996138,-4.157623137741681,-4.145053508963485
94,94,0.009600232710543367,0.00963112672692851,-4.163591594422106,-4.155466706906536
95,95,0.00957331355161888,0.009627448149809712,-4.1670710297691365,-4.157125797232381
96,96,0.009560462317823135,0.009612901577431904,-4.171412969501625,-4.163692722893869
97,97,0.00957071533445845,0.00962409857464464,-4.165774365237989,-4.158637054531767
98,98,0.009555680811712422,0.009621828549394482,-4.176417683821941,-4.159661540843227
99,99,0.009523767545896093,0.00960280099197438,-4.1805574229589,-4.16825839403325
100,100,0.009519465123639279,0.009586987820895095,-4.189964906134303,-4.175415924074414
101,101,0.009528043910323344,0.009590027167608864,-4.190923372148529,-4.174039305744373
102,102,0.009499460516363075,0.009586438879762826,-4.194585473148562,-4.175664603779323
103,103,0.00952634411220698,0.009576153255214817,-4.1892866325488,-4.1803268022769515
104,104,0.00948537012427738,0.009563301346803965,-4.2023551254807225,-4.186159271236713
105,105,0.009508053157670596,0.009561344294955856,-4.201136348401847,-4.187048110525367
106,106,0.009480070121125462,0.009548766783585674,-4.210361424757124,-4.192764816776223
107,107,0.009498982747882297,0.00953558930440953,-4.203695610028799,-4.1987623022294525
108,108,0.009470574125724355,0.00953960889264157,-4.216301169582704,-4.19693198309305
109,109,0.009482990902339675,0.009514580088618555,-4.2138594946440575,-4.208341419346979
110,110,0.009454464386265302,0.009520186111330986,-4.219775282453639,-4.205783295150179
111,111,0.009424852812182657,0.009506565959830033,-4.228160424516415,-4.212001022303816
112,112,0.009448165131598404,0.009506566155897943,-4.230385736524861,-4.212000932732869
113,113,0.009415734693715252,0.0094902403652668,-4.238711141180874,-4.2194655584544964
114,114,0.009442313823887367,0.00948037422801319,-4.230668101969256,-4.223982870566014
115,115,0.009423310935650905,0.009472880561492945,-4.237802820639086,-4.227417065087948
116,116,0.009420635092273815,0.009466652317266715,-4.241335062697138,-4.230273410293732
117,117,0.009412169590899624,0.009440593470476176,-4.248529753069323,-4.242244715537101
118,118,0.00939101529950948,0.009443227495802077,-4.251873142649778,-4.241033157056756
119,119,0.009404829319220842,0.009444244254968669,-4.252772462117823,-4.24056557420424
120,120,0.009340952688194428,0.00941698145317404,-4.266527621613047,-4.25312052986798
121,121,0.009364371639244334,0.00941163453420526,-4.268866990945489,-4.255587134388782
122,122,0.009363776812157066,0.009390667865150854,-4.268799404519614,-4.265272876331506
123,123,0.009348941726859697,0.009400021137767717,-4.277057987607242,-4.260949378645933
124,124,0.009320186825526744,0.009384317029463617,-4.285208288411514,-4.268210969773517
125,125,0.009313328364460739,0.009368882857655225,-4.288278116289324,-4.275359592091745
126,126,0.009285485487162452,0.009362535355122466,-4.299188849008022,-4.278302973525067
127,127,0.009299112407048954,0.009346300490984791,-4.2970479919201825,-4.285840282353048
128,128,0.009258956830833377,0.0093346026873118,-4.306658866340737,-4.291279304440041
129,129,0.009279092956219138,0.00932647856442552,-4.304334152487904,-4.295060716583448
130,130,0.009265192505932347,0.009331856315073214,-4.306628569003555,-4.292557248282442
131,131,0.009254790362469928,0.009306163281986588,-4.316735996339485,-4.304530998500906
132,132,0.009227908139606727,0.009294852320300905,-4.3260137528409555,-4.309812741127874
133,133,0.00924735460622409,0.009278918469422743,-4.322469781874817,-4.31726409313147
134,134,0.009232585404797928,0.00926254175015186,-4.332128968377221,-4.324935895218579
135,135,0.00922592343359264,0.009259961790552265,-4.336968937452838,-4.326145734074781
136,136,0.009174439153566803,0.009247563779354095,-4.3541754190456805,-4.331964327851698
137,137,0.009189620047577262,0.009235395265645102,-4.352345429737846,-4.337682805187989
138,138,0.009137052495378195,0.009216401627973506,-4.365884388829019,-4.346623760904195
139,139,0.009128419144712772,0.009202942889379827,-4.365507185573295,-4.352970411230793
