,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.015079550233852003,0.015342703726338712,-8.213466441167727,-8.163493641515842
1,1,0.01524192429886958,0.01531103890585272,-8.16850585266353,-8.172466028257563
2,2,0.015206116136432309,0.015369871484213754,-8.176881801054517,-8.155810267310075
3,3,0.01518807868406023,0.015365902530519586,-8.174910234803471,-8.156931888452306
4,4,0.015219759167239224,0.015314915903696888,-8.176171473248354,-8.171366464969143
5,5,0.015162993692936971,0.015289272524808583,-8.186138646095793,-8.178644410326774
6,6,0.015241322242030777,0.0153020984542213,-8.170354269034231,-8.17500270973125
7,7,0.015212702804926745,0.015339648596158153,-8.180422407426347,-8.164358520563805
8,8,0.015171582244106174,0.015317654090100214,-8.18361630077175,-8.170590050029885
9,9,0.015217496389427135,0.015316833790979888,-8.181945119206603,-8.17082263193753
10,10,0.015154625903623006,0.015331096358989415,-8.190073047174689,-8.166780495975232
11,11,0.015205063905144475,0.015301237863145377,-8.181176100663173,-8.175246964116898
12,12,0.015202135932583785,0.015275475569069386,-8.186200569977373,-8.182565229260513
13,13,0.015192108824081028,0.015334991248030411,-8.183649064233098,-8.165677304170067
14,14,0.015177666574486137,0.015294797718524933,-8.189473620929414,-8.177075252821268
15,15,0.015228347238345244,0.015294710811423627,-8.180869314413057,-8.177099930088964
16,16,0.015177474337985221,0.015344762439398389,-8.188029820734943,-8.162910936043744
17,17,0.015214435737003986,0.0153306226099008,-8.176568734628468,-8.166914700202474
18,18,0.015211929000683666,0.015318981616904861,-8.177084842129688,-8.170213678700009
19,19,0.015193891481102742,0.015276348561440644,-8.180836614710975,-8.182317037356775
20,20,0.015229276784686083,0.015326406267520628,-8.17201788010166,-8.168109293617505
21,21,0.015194586113325715,0.015285303178978594,-8.185304992091814,-8.179772056392652
22,22,0.015172005054953787,0.015345745376850429,-8.18977625280701,-8.162632749502043
23,23,0.015229932406974822,0.015293769391351625,-8.18016008859239,-8.177367255264876
24,24,0.015193326158698686,0.015331589420767207,-8.183127404154577,-8.166640825229564
25,25,0.01517176428406509,0.015344556323007533,-8.1847219976955,-8.16296927243881
26,26,0.015160959213972092,0.015293394705574764,-8.188310843930006,-8.177473655429878
27,27,0.015236846305737175,0.015335481221738615,-8.17786115773422,-8.165538543426829
28,28,0.01523833917741923,0.01530218070470973,-8.18157189420483,-8.17497936598048
29,29,0.015219783823284292,0.015236052488418002,-8.178342637609319,-8.19378802733339
30,30,0.015189303843707768,0.015313427895307541,-8.191042845900862,-8.17178844915299
31,31,0.015195679783667485,0.015325514844765789,-8.179996587346182,-8.168361897675933
32,32,0.015187910345104551,0.015278780685835764,-8.187453076253137,-8.181625658702941
33,33,0.015229870987691215,0.015287438603608232,-8.177366478217456,-8.179165370122067
34,34,0.015176213884092484,0.015282089576909417,-8.180824888118108,-8.180685218769282
35,35,0.015177919318150613,0.015325095014352547,-8.186713411683325,-8.168480870859602
36,36,0.015218254716433201,0.015287537176750209,-8.174056819433648,-8.179137366978628
37,37,0.015182188913686988,0.015344416771672274,-8.185584969698956,-8.16300876960586
38,38,0.015199342579340813,0.015260532596393636,-8.184861743509202,-8.186815720064137
39,39,0.015181334737265847,0.015273990060545896,-8.191402276622618,-8.182987592232687
40,40,0.015186445893162918,0.01527116428080358,-8.189377301314682,-8.183791137396643
41,41,0.015217156754326574,0.015323092327698282,-8.17692846280613,-8.16904844489226
42,42,0.01526137532608718,0.015325241035928852,-8.172522655931466,-8.168439490324834
43,43,0.015202011980269988,0.015274099123321082,-8.18444923578775,-8.182956581873146
44,44,0.015203636552485609,0.015271658371937903,-8.18569593196125,-8.183650625790591
45,45,0.015174440837935689,0.015365672346792723,-8.189134621005103,-8.156996946961543
46,46,0.015192657325071158,0.015350026470658026,-8.186363519429861,-8.161421341339093
47,47,0.015184741956901919,0.015301927188901525,-8.188707150732995,-8.175051317443312
48,48,0.015218070756221554,0.015379738993942738,-8.177948778457713,-8.153022976605651
49,49,0.015228410117020927,0.015310023274076613,-8.17563242315568,-8.172754119685337
50,50,0.015209296593423356,0.015327792712732366,-8.18098999748591,-8.167716443355316
51,51,0.015206640106193797,0.015342634122230504,-8.183929155554075,-8.163513343876796
52,52,0.01519439435688798,0.01530356876748173,-8.18447028872443,-8.174585434766101
53,53,0.015219029980068355,0.01528589241206646,-8.18209423556911,-8.179604643457894
54,54,0.015195759781396267,0.015278443743131663,-8.185946313739185,-8.181721434651084
55,55,0.015170169226133946,0.01527455576548451,-8.189643052361909,-8.182826744947416
56,56,0.015198054569821382,0.015351064797294768,-8.185253709152427,-8.161127580101105
57,57,0.015207028851757958,0.015296019025539098,-8.184577861069465,-8.176728477577127
58,58,0.015184656908908455,0.015264221221992844,-8.182059606282785,-8.185766113072466
59,59,0.015174851291956976,0.015284365386162934,-8.188670718846716,-8.180038515444553
60,60,0.015117883855073722,0.015263077214752374,-8.199365469636199,-8.186091615856839
61,61,0.015212893476421685,0.015284007464192416,-8.18191475741379,-8.180140217643434
62,62,0.015184463587464746,0.015306956183753516,-8.183128239181235,-8.173624238443532
63,63,0.015188655355157926,0.015244668643725546,-8.184993893508242,-8.19133273843866
64,64,0.015235652916671075,0.015287332383817747,-8.17523956853394,-8.179195545765179
65,65,0.015184211045426806,0.015323028654644364,-8.176496323027443,-8.169066491454158
66,66,0.015177429932140812,0.015307462038962464,-8.189473203632923,-8.173480717750563
67,67,0.015211380029231617,0.015310196843194334,-8.179017877160069,-8.172704884173791
68,68,0.015218941264392175,0.015281012134724542,-8.181015894063256,-8.180991422766553
69,69,0.01514229102578667,0.01532192984105725,-8.193804682833354,-8.169377934967969
70,70,0.015143739664447061,0.015294722624515233,-8.190130392794545,-8.177096575753875
71,71,0.015203290686164935,0.015308984604321028,-8.178891408083038,-8.17304876577272
72,72,0.015173312180589154,0.015302184430000029,-8.18330456811008,-8.174978308697957
73,73,0.015248303196018505,0.01535179176808972,-8.179115678427326,-8.160921918843405
74,74,0.015241355356789128,0.015326909622863719,-8.17554980361939,-8.167966663405007
75,75,0.015185950477559542,0.0153407733887434,-8.182638669999132,-8.164040082171063
76,76,0.015187136291228618,0.015324438186852555,-8.184014039428998,-8.168667011742714
77,77,0.015233075486246458,0.01531318187909691,-8.173406032801745,-8.171858220821173
78,78,0.015212996555588295,0.01529648439272454,-8.176214335304516,-8.17659634952082
79,79,0.015181458123105089,0.015293975948895278,-8.185281168847373,-8.177308599878277
80,80,0.015179341841373862,0.015288316203575385,-8.18361263828103,-8.178916063555109
81,81,0.01518401726312244,0.01530312158559498,-8.186735923894776,-8.174712340761879
82,82,0.01517664424153333,0.0152899054320235,-8.188857791201889,-8.178464635637328
83,83,0.01520157914570312,0.015330655500292778,-8.185009929852606,-8.166905382837626
84,84,0.01519281592834549,0.015365752734636006,-8.185792331261565,-8.156974226247058
85,85,0.015201885685247859,0.015312441967819867,-8.182858940902001,-8.172068070838522
86,86,0.015211517941782769,0.015325235497010382,-8.182332845189444,-8.168441059972032
87,87,0.015237828476604112,0.015258881508519775,-8.179407828431424,-8.187285623156635
88,88,0.015163243239380649,0.015262201722515257,-8.18574818845155,-8.186340734922
89,89,0.015183056023010273,0.015320310320116971,-8.18415049336638,-8.169837006501021
90,90,0.015203301852434566,0.015300736321430457,-8.178554243383584,-8.175389318853842
91,91,0.01518632571414574,0.015285615123024112,-8.182847324078367,-8.179683426030753
92,92,0.015130713783665416,0.015324534799315427,-8.197352641782649,-8.168639631863115
93,93,0.015158211629952966,0.015284348524322635,-8.185725966554179,-8.180043306620405
94,94,0.015166238401584403,0.015298664863956602,-8.190691172336056,-8.175977318956404
95,95,0.0151656848215258,0.015291309033177401,-8.185345737896862,-8.1780659750563
96,96,0.015216563895498355,0.015251424261613897,-8.18054229081611,-8.189408604991236
97,97,0.015191649182786033,0.0153423280602223,-8.182795421804013,-8.163599979826024
98,98,0.015198181892178723,0.015292420493144738,-8.182787067074562,-8.17775031641142
99,99,0.015222154759331462,0.015268631867672267,-8.17860260434897,-8.184511386507673
100,100,0.015206868318629633,0.015314816840385137,-8.184271734500786,-8.171394557052096
101,101,0.01514599661429211,0.015321290169499423,-8.189842070888352,-8.169559251309881
102,102,0.01519343371205416,0.01528234005366501,-8.18361145138628,-8.180614037547112
103,103,0.015184150499858192,0.015312597351638894,-8.183871971891433,-8.17202400079866
104,104,0.015191977786034653,0.015309147193635764,-8.182363697901234,-8.17300264170305
105,105,0.01519887541065511,0.015328042601284227,-8.181271433626796,-8.167645641031351
106,106,0.015212195570167807,0.015275822119101098,-8.181758439206895,-8.182466703320294
107,107,0.015185086277419144,0.01528067377052809,-8.18639794131331,-8.181087588733218
108,108,0.015229553041845253,0.015301429029358061,-8.180328704412865,-8.175192705818699
109,109,0.015191069314467539,0.015318089556929312,-8.186956070558557,-8.170466585854756
110,110,0.015210378521419678,0.015267571287327692,-8.184409252767553,-8.18481306395533
111,111,0.015213217298241006,0.01529599701691615,-8.181167074721671,-8.176734726412437
112,112,0.01517874863690015,0.015336290541055956,-8.18326967195517,-8.165309353592985
113,113,0.015183285819654613,0.015334827972477988,-8.183661750754696,-8.165723544854394
114,114,0.015167553285040805,0.015314335493664993,-8.185007697804656,-8.17153105852767
115,115,0.015145917653499805,0.015330130675513493,-8.193025975542842,-8.167054060372719
116,116,0.015183640701561859,0.015300840727592769,-8.187998083652557,-8.175359684420233
117,117,0.015164342094404796,0.015296763495395058,-8.181305617469526,-8.176517108016201
118,118,0.015185617044875302,0.015340469630533144,-8.186466113690143,-8.164126076414822
119,119,0.015219601274458403,0.015305117115770516,-8.179892859689387,-8.174146056792788
120,120,0.015179415271838302,0.01523340145420087,-8.180605404894845,-8.194543754388368
121,121,0.015194668088914808,0.01534797349258473,-8.183330717394128,-8.162002224166052
122,122,0.015199082356291948,0.015338317147995295,-8.182496160184403,-8.16473549509677
123,123,0.015174938941892889,0.015291412998186914,-8.182325622091719,-8.178036447645434
124,124,0.015208834042945473,0.015260778710638223,-8.180822418420293,-8.186745679784892
125,125,0.015175332622506569,0.015333627791781174,-8.190928760058222,-8.166063458841707
126,126,0.015223454347974862,0.015291941842358363,-8.177094492405235,-8.177886252150747
127,127,0.015227768541380917,0.015265681829891707,-8.180876783145955,-8.185350563799279
128,128,0.015205411442085025,0.015266534039064458,-8.180395407724975,-8.185108124964941
129,129,0.015185729715704303,0.015346117513744454,-8.182768986598079,-8.162527433640198
130,130,0.015156995447486946,0.015316283281304334,-8.191255866049323,-8.170978726607089
131,131,0.015180502691757433,0.015299156308174133,-8.182309637649073,-8.1758378113028
132,132,0.015176513750758982,0.015320762452718458,-8.186552289264732,-8.169708839517192
133,133,0.015210482176662106,0.01530798333451936,-8.18994169569132,-8.173332821300871
134,134,0.01520251828370635,0.01530917846646748,-8.179148248052403,-8.17299377014136
135,135,0.01519903316901824,0.015311310655976596,-8.178551160100591,-8.172388947575676
136,136,0.015120582261420403,0.015350050587011011,-8.193758946084008,-8.161414518164673
137,137,0.015250973873915746,0.015271222414939027,-8.175319530940646,-8.183774604743522
138,138,0.0152155735923611,0.01530120659031366,-8.188047638573682,-8.175255840282503
139,139,0.015245089969914598,0.015291045861024605,-8.1774025545837,-8.178140720257673
