,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.01501226775617022,0.015268618829156222,-5.223816525296017,-5.168507445210181
1,1,0.015106678988362095,0.015255886473153768,-5.199450506343056,-5.172130496407522
2,2,0.015126138224660121,0.01529620612334264,-5.186826897613419,-5.160667705962276
3,3,0.015118307059573144,0.015260870960590086,-5.19401051957161,-5.170711777257782
4,4,0.015123736881410953,0.015288732504766239,-5.18997432042714,-5.162790156761768
5,5,0.015150053925889055,0.015287002940711222,-5.190002245297324,-5.163281487625965
6,6,0.01515384459119175,0.015297106418170427,-5.189232322148674,-5.160412099070819
7,7,0.015095289585363004,0.015256951514043306,-5.196445796936806,-5.171827318196626
8,8,0.015082733715241103,0.01531922273141773,-5.19780362777376,-5.154137673141371
9,9,0.015122995010970794,0.015291470691169562,-5.195557791108616,-5.162012412257622
10,10,0.015161367690133066,0.015310128121391722,-5.18407370689382,-5.1567167281689565
11,11,0.015152599700947398,0.01527141872793436,-5.188097353240535,-5.167711126220482
12,12,0.015153216188485474,0.015264666982387242,-5.190437280012674,-5.16963163817472
13,13,0.01512076974529581,0.015274408469466786,-5.194849828508095,-5.16686097523547
14,14,0.015119299042931538,0.015259063116421825,-5.189461926339439,-5.171226284756622
15,15,0.015174083027643026,0.015290877634757444,-5.180703456432446,-5.162180850027363
16,16,0.015155343079613042,0.015285862952862916,-5.186625657978636,-5.163605363335824
17,17,0.015133818179445783,0.015286919611849283,-5.194600271746523,-5.163305160914769
18,18,0.01515752670460755,0.015277777112236149,-5.1865856481883155,-5.165903280756786
19,19,0.015149112013120627,0.015245313560099978,-5.190022216452363,-5.175141366783645
20,20,0.015175928323308831,0.01530150005495862,-5.187937020304769,-5.159164897027556
21,21,0.015142050648549782,0.015283415976323579,-5.182264567666496,-5.164300642025983
22,22,0.015118329286498507,0.015314492838163125,-5.192183997559017,-5.155478788000339
23,23,0.015103902926994968,0.015269243452501925,-5.196376166830299,-5.168329783480069
24,24,0.015103657067436533,0.015306198577347555,-5.192726184392868,-5.157831544666012
25,25,0.015178061032802174,0.015273794090669406,-5.181394673499275,-5.1670356639563595
26,26,0.015113584898873088,0.015278780979937628,-5.190606107476546,-5.165617925186204
27,27,0.015164429197068681,0.015263116232266552,-5.1821396099339605,-5.170072863936886
28,28,0.015148370977990405,0.015280599656857942,-5.185276818401359,-5.165101002830234
29,29,0.015130256465876225,0.015313769004454738,-5.188379381749622,-5.155684060494771
30,30,0.01511812326258298,0.015312572254946357,-5.190672794872122,-5.156023468786197
31,31,0.015141770819720533,0.015284204414408458,-5.1941763979716535,-5.164076604756948
32,32,0.015142413768341247,0.015260518626555017,-5.1877872948364425,-5.1708120457772
33,33,0.01514066312193256,0.015283616602812944,-5.190363337413117,-5.164243632254406
34,34,0.015163903057421605,0.015324811206052178,-5.189425763003697,-5.152553649492359
35,35,0.015127255878958506,0.015291085613793448,-5.189367088991965,-5.16212177981859
36,36,0.015130204628653748,0.0152524736170706,-5.1914075610394566,-5.173102154383401
37,37,0.015157974401930558,0.015252130743312208,-5.18930470816249,-5.17319978435395
38,38,0.015171470331777003,0.015265647027837602,-5.1857781567498185,-5.169352814752786
39,39,0.01515206050358175,0.015283927811603797,-5.19037102934263,-5.1641552010354905
40,40,0.015099922041456723,0.015279017241769716,-5.191489988944951,-5.165550769032336
41,41,0.015140143731973836,0.015233717956825307,-5.183069384199108,-5.178445872543086
42,42,0.01507916964936195,0.01526487589274582,-5.197720723489905,-5.169572201571744
43,43,0.015138755091610029,0.01530103155068661,-5.189005355364973,-5.159297872183154
44,44,0.015150465935315053,0.015293875709176064,-5.186924221781259,-5.1613294145648165
45,45,0.015164362756324183,0.015300985523744634,-5.185516612960969,-5.159310936189275
46,46,0.015143467161381981,0.015295422586955522,-5.183754615838037,-5.160890175666385
47,47,0.015113864775708656,0.01524359963246082,-5.188647742428188,-5.175629642185363
48,48,0.015145815486453244,0.015266508207117257,-5.182210363692372,-5.169107823590973
49,49,0.01513468192832679,0.015262164763714137,-5.1885291691652995,-5.170343601848982
50,50,0.015122072790394124,0.01534795236626738,-5.190619023261297,-5.146000552266907
51,51,0.015154127425216522,0.015335645722715478,-5.188259239595539,-5.149484307761577
52,52,0.015183756982465995,0.015257963763647958,-5.187801821049149,-5.171539187350599
53,53,0.01516709514154294,0.015251374754466508,-5.186046602361028,-5.173415052585437
54,54,0.015141922673306515,0.01531256191236408,-5.19501341850647,-5.156026402145697
55,55,0.015125266103477208,0.015266811377123782,-5.1925806599576685,-5.169021580062454
56,56,0.015146380741648452,0.015337292301027398,-5.18567520563161,-5.149018033630926
57,57,0.01511182108913193,0.015274168874480222,-5.189209446791461,-5.166929099377152
58,58,0.015125520805799469,0.015243414593370338,-5.1891846149854,-5.175682360667625
59,59,0.015114165525691411,0.015281291482479949,-5.1924089993550195,-5.1649043814570605
60,60,0.015145120047724125,0.015304078200930044,-5.188034575512392,-5.1584332169643865
61,61,0.015147356921326868,0.015323608574506483,-5.187737569643829,-5.1528944802745436
62,62,0.015166695930601395,0.01526726821535512,-5.189030443401271,-5.168891625385152
63,63,0.01511202373340265,0.015244717611686179,-5.19003973071708,-5.175311138409122
64,64,0.015100661271549378,0.01532070250495484,-5.197886832188708,-5.153718182899683
65,65,0.015121777311505116,0.015271546417161039,-5.1907773109770705,-5.1676748136186905
66,66,0.015190528820931297,0.015294609346279972,-5.178276811491223,-5.161121091370367
67,67,0.01514829004893905,0.015318139211127632,-5.190045388230786,-5.154444858129489
68,68,0.015143848197131427,0.015246709416571417,-5.186684482831776,-5.17474374622304
69,69,0.015154060907661915,0.0152937731656589,-5.187334370046198,-5.161358533562385
70,70,0.015097037725841877,0.015257642065223894,-5.193914219263989,-5.171630754826727
71,71,0.015076073040206408,0.015305132065948687,-5.194646176647338,-5.158134164647481
72,72,0.015112357905384191,0.015249107915319894,-5.1904370059228055,-5.174060600228213
73,73,0.015205942027117173,0.015311885919225844,-5.181145986047383,-5.156218131375495
74,74,0.01506867602505942,0.015293226234222712,-5.19792021257566,-5.161513847460054
75,75,0.01516124340177504,0.015292769248940442,-5.18151079898843,-5.161643623315495
76,76,0.01512204599326726,0.015266870834717625,-5.188892740352832,-5.169004666213195
77,77,0.015092382543557083,0.01528378409382544,-5.196378772889901,-5.164196038791542
78,78,0.015146593736081394,0.015314918011426926,-5.190935876001781,-5.155358217348009
79,79,0.01509920823551023,0.015285434250376727,-5.195962478971986,-5.163727165903051
80,80,0.015172505261587728,0.015235386935895994,-5.185796153718187,-5.177970093287943
81,81,0.015138645070729796,0.01528898097182575,-5.192268431786379,-5.162719577336027
82,82,0.015158374044928969,0.015308664180338383,-5.187368026749311,-5.157132016607191
83,83,0.01515476040772556,0.015261350787783923,-5.191593883588904,-5.170575229987872
84,84,0.015132848528626654,0.015309877105449376,-5.191056144154054,-5.156787933146112
85,85,0.01515484172082746,0.015327228821421924,-5.192151614445634,-5.151868568162906
86,86,0.015171279727490907,0.015302123011727082,-5.188313709329381,-5.158988090061626
87,87,0.015123535197266598,0.01527200315735842,-5.190563700243568,-5.1675449271122655
88,88,0.015138648613596085,0.015321221594747744,-5.1889184578888505,-5.15357103950754
89,89,0.015155559674519854,0.015320569178775736,-5.18904255087368,-5.153755976908023
90,90,0.01513077582703116,0.015296637619796553,-5.194860460464216,-5.160545195920071
91,91,0.015122827094470718,0.015251569793020425,-5.194888894554105,-5.173359514230711
92,92,0.015141347067949083,0.015265611294460925,-5.187045233829826,-5.169362980601928
93,93,0.015144714797587739,0.015343720534522282,-5.188147526427067,-5.147198180817705
94,94,0.015161982459044949,0.015260979827297362,-5.18762201825334,-5.17068079603678
95,95,0.015134538754283153,0.015279054592706655,-5.185840601942056,-5.165540152324651
96,96,0.015132453715063861,0.015286604334649286,-5.1882463551931775,-5.163394730666998
97,97,0.015082319449518145,0.0153144707805232,-5.194861804932205,-5.155485043198147
98,98,0.015149377948921365,0.015304302208517728,-5.190494296884756,-5.158369649236898
99,99,0.015116849395724916,0.01527607896806378,-5.1935278052970135,-5.166386031374159
100,100,0.015132905233689804,0.015277751133238015,-5.19586267135767,-5.165910665695737
101,101,0.015127337720129908,0.01526916330974353,-5.190528265872102,-5.168352578092772
102,102,0.015133269563240489,0.01533636637032032,-5.193784548483142,-5.149280230326234
103,103,0.015110265770831058,0.01526571378896111,-5.1949203878205905,-5.169333821830905
104,104,0.015086530074093146,0.015249213056736871,-5.195782467610285,-5.17403065606358
105,105,0.015104250819182274,0.015228818905980964,-5.188408986691742,-5.179842756050316
106,106,0.015154009502496301,0.015247638484365061,-5.183949058426368,-5.17447911422138
107,107,0.015103975848592435,0.015272246722720172,-5.19171116286464,-5.167475664260496
108,108,0.015149998613009133,0.015234042547251048,-5.184192424063006,-5.178353336807967
109,109,0.01507801639357793,0.01527986136314116,-5.193363021059655,-5.165310840559497
110,110,0.015141764578899158,0.015269689948150986,-5.190417734194569,-5.168202791096903
111,111,0.015146464522275114,0.015214910975804454,-5.189410839967337,-5.183810822889701
112,112,0.015087150526953112,0.015234764665365219,-5.197012252249069,-5.178147479118733
113,113,0.015145896271485644,0.015257014010689761,-5.188708995292446,-5.17180952834321
114,114,0.0151314726867473,0.015246665742444364,-5.189093523634184,-5.174756186585762
115,115,0.015115350859297305,0.01528360248592339,-5.188094371637889,-5.164247643667559
116,116,0.015119526496867543,0.015258963808025184,-5.188378788626524,-5.171254549420504
117,117,0.015169960523465859,0.015278827791151247,-5.188863210676815,-5.165604619268246
118,118,0.015141395755957082,0.015231711103727943,-5.188998527462579,-5.17901803926078
119,119,0.015140700710879773,0.015279592259934074,-5.185883654446286,-5.165387327553895
120,120,0.015169894121126416,0.01524920732175049,-5.183347446767858,-5.174032289376327
121,121,0.015146210780079217,0.015257521385425016,-5.190267843699425,-5.171665105336311
122,122,0.01515031231509656,0.015337884132015077,-5.188888556145136,-5.148850452568916
123,123,0.015142445164473401,0.015275028632267526,-5.189200528759827,-5.166684649052186
124,124,0.015136336053231942,0.015250516271120623,-5.1889771039146755,-5.173659519120126
125,125,0.01515226419439021,0.015273304607130979,-5.188377656647981,-5.167174845750246
126,126,0.015125679025023254,0.015257383157548151,-5.189037849952448,-5.171704451095421
127,127,0.015121816801502532,0.015272189274822412,-5.193596012799193,-5.167492000659699
128,128,0.01513033954561064,0.015237810825438876,-5.189804466251434,-5.177279202975951
129,129,0.015155958607024754,0.015290171937330774,-5.18444505304582,-5.162381288208944
130,130,0.015121666004055553,0.015258704361162688,-5.188838433625474,-5.1713283927692855
131,131,0.015106355176144039,0.01525871887018806,-5.194055457494273,-5.171324263200673
132,132,0.015152928265790963,0.015269234139276179,-5.186580763052352,-5.168332432389163
133,133,0.015094437300390805,0.015311257374521933,-5.194761544118948,-5.1563964105899815
134,134,0.015109683569405497,0.01531194444549711,-5.19519272561838,-5.156201531468589
135,135,0.0151307192563857,0.01523036460735296,-5.189081483638179,-5.17940197629218
136,136,0.015123830320908851,0.015286949757290514,-5.194684481787365,-5.163296596739509
137,137,0.015109664846941368,0.015297618253450645,-5.19304404264037,-5.160266788243381
138,138,0.015120979513704162,0.015282994822451943,-5.196683871920293,-5.1644203190163225
139,139,0.01516423309125851,0.01528090812069805,-5.189261565496295,-5.165013334286779
