,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.010958235806871936,0.010981342510173195,-3.5797962309911764,-3.585683305768859
1,1,0.010905370183442672,0.010935328116542414,-3.6050622476644403,-3.6039194940522417
2,2,0.010903245875055027,0.010914368407898828,-3.6149991594517434,-3.6122515901874075
3,3,0.01084846252402694,0.010899013692611143,-3.625581810356253,-3.6183656986656842
4,4,0.01084371624495258,0.01090862053005319,-3.6276310782555927,-3.614539335184976
5,5,0.010840282074569427,0.010918804248304744,-3.622101257368368,-3.6104868800669547
6,6,0.01087482282219781,0.010928495296914326,-3.6174685093909034,-3.606633983554659
7,7,0.01087198070413673,0.010937743771233056,-3.6178658724001784,-3.602960227322834
8,8,0.010927470535347142,0.010958288257059298,-3.6014061092232263,-3.594810477236023
9,9,0.010913804144665753,0.010971164575924999,-3.6021397450124053,-3.589710382020832
10,10,0.010879031881766836,0.010983476758395372,-3.599472095479153,-3.584839326842845
11,11,0.010973155114454092,0.011004850611482797,-3.5786900494800378,-3.5763961658689376
12,12,0.010965195119611382,0.011016323476245529,-3.581802082542305,-3.5718708828036094
13,13,0.010986909251084033,0.011039927258695426,-3.5669744182590355,-3.5625755619382993
14,14,0.011017719590940426,0.011061726432097586,-3.564423655078052,-3.5540085434508804
15,15,0.011002518255839642,0.011071746482660896,-3.5595524716137827,-3.5500763517138836
16,16,0.011054051396696223,0.011098104529082775,-3.5488985171675047,-3.5397495709860447
17,17,0.011070636638737832,0.011113826430549747,-3.5483695432566114,-3.533601581236926
18,18,0.01108642651209819,0.01112668647577888,-3.532578530588089,-3.5285791725128046
19,19,0.011072949247108292,0.01113573304916683,-3.5353891089514238,-3.525049567732539
20,20,0.011085548764574774,0.01114269654805723,-3.5282256920597206,-3.5223346463525296
21,21,0.011099905985378727,0.01116040961718873,-3.525960753500958,-3.5154363338558103
22,22,0.011114959470620476,0.011163971484883836,-3.5176156776931,-3.5140504952148137
23,23,0.011146049216850517,0.011175854425681265,-3.518932081865857,-3.5094303194583127
24,24,0.011139002321384003,0.011193845617143731,-3.512715755742147,-3.5024445513480957
25,25,0.011134453473094198,0.011192521423493562,-3.5122375306882097,-3.502958337256159
26,26,0.011128846104688866,0.011193836009816119,-3.515741316542754,-3.50244827876341
27,27,0.011200313225926198,0.011194465387808649,-3.4999914232881264,-3.5022041017850816
28,28,0.011155469131838415,0.011198820595286395,-3.509845904043038,-3.500514807413184
29,29,0.011152339465532107,0.011198087203267374,-3.5080261570212956,-3.5007992289145013
30,30,0.011138150382057293,0.011208712711538138,-3.5088069422709527,-3.496680300756212
31,31,0.011140852254460152,0.01121315007147036,-3.506440401811723,-3.4949613347839446
32,32,0.011175885220471117,0.011220914409740976,-3.5004618738782023,-3.491955183665838
33,33,0.011167726105021447,0.011204346426223455,-3.5016473636217773,-3.4983723978777297
34,34,0.011192511968775508,0.011214106833856357,-3.496918895842888,-3.494590788687526
35,35,0.011181416642880932,0.011217320631993445,-3.5020105225259774,-3.493346342868317
36,36,0.011142276813151296,0.011224665728054549,-3.5065519920997046,-3.4905035153653396
37,37,0.011161664481630031,0.011215019578996458,-3.498723424443569,-3.4942373195682634
38,38,0.011176702355217073,0.011206780658348611,-3.4987554103358827,-3.497428961539348
39,39,0.011179524483447223,0.011212396631507497,-3.499901244580823,-3.495253158053874
40,40,0.011163553808690961,0.011213295553859911,-3.5000283545965254,-3.4949049886290062
41,41,0.011159108087574084,0.011222013958582753,-3.499262552558409,-3.4915296349253957
42,42,0.011169251870632786,0.01120692329775346,-3.4967677582496437,-3.497373685082988
43,43,0.011172907801402598,0.011219237244835025,-3.500795775567178,-3.492604362402653
44,44,0.011191002870957876,0.011222234240880138,-3.4969332125650454,-3.491444386014077
45,45,0.011154680378427826,0.011205554155534819,-3.5009449602658016,-3.4979042921187125
46,46,0.0111926463576629,0.011219407529815248,-3.4969085191913782,-3.492538445919722
47,47,0.011174109918017363,0.011220396888491354,-3.4994106654415313,-3.4921554898066254
48,48,0.011208592222753874,0.011203305942839697,-3.4954640873176404,-3.498775720979106
49,49,0.011176583971636197,0.01121523745946194,-3.496162942550052,-3.4941529475668958
50,50,0.011167608278313862,0.011225683026407895,-3.4970400398153787,-3.490109929442518
51,51,0.011155539566708594,0.011220625748759821,-3.5032493824255355,-3.4920669085032396
52,52,0.0111574882871865,0.01121001269080137,-3.5000096136082104,-3.496176638026855
53,53,0.011179667494269376,0.01122026954238352,-3.498991019210224,-3.49220478042114
54,54,0.011216814207277962,0.011214675136694783,-3.4902685984711375,-3.494370704701552
55,55,0.011148035286244043,0.011216216377521815,-3.5016440013478514,-3.493773891697402
56,56,0.011175417149266632,0.011218766779883912,-3.498604839287513,-3.492786482284619
57,57,0.011175562406784481,0.01122186176086727,-3.4999090582127335,-3.491588536185427
58,58,0.01116654144350401,0.011207631985215764,-3.5006905833644675,-3.4970990608038184
59,59,0.011209807166656883,0.011210190916531965,-3.4915217232483164,-3.496107590972075
60,60,0.011149807545097219,0.011216128931233757,-3.5014304522369857,-3.4938077512335712
61,61,0.011168241241620374,0.011210297136322447,-3.499785101087338,-3.496066440512935
62,62,0.011153812683427456,0.011216799042334682,-3.5028484310796015,-3.4935482883994524
63,63,0.011172461745895675,0.011215232508747201,-3.4993021492843175,-3.4941548646627885
64,64,0.011151914705627972,0.011219602911488005,-3.4998591777113752,-3.492462815862356
65,65,0.011163338932410343,0.011221679662795444,-3.5026160636707755,-3.4916590100792466
66,66,0.011160940680768072,0.01121391140316662,-3.4981475320534106,-3.4946664747951903
67,67,0.011168448120048366,0.011219133377859467,-3.501755155852458,-3.4926445692920884
68,68,0.011172878959206576,0.011216971974231695,-3.5017202821343503,-3.493481332764964
69,69,0.011189978924992773,0.011211552657186985,-3.495662017609556,-3.4955800704863993
70,70,0.011172169694657792,0.011199785690558585,-3.497300561643854,-3.5001405559565235
71,71,0.011201150667344787,0.0112306555046847,-3.4968438082440656,-3.4881866239942108
72,72,0.011172497856248286,0.011225541906529352,-3.497635391539518,-3.490164525648045
73,73,0.011176512893481353,0.011222158705717638,-3.501040104591944,-3.4914736178176202
74,74,0.01116558479279587,0.011215321719646454,-3.499289004867263,-3.4941203191041934
75,75,0.01114412494118988,0.011230413605900188,-3.5044479691435644,-3.4882801683457987
76,76,0.011160070623856844,0.011223025669000651,-3.500598005306737,-3.491138118350361
77,77,0.011142787369947458,0.011219976812993226,-3.5050430955018004,-3.4923180864489707
78,78,0.011171386999644569,0.011218666638198652,-3.497959590942485,-3.4928252487339777
79,79,0.011145776416146263,0.011233042484443439,-3.502419364493,-3.4872636663030603
80,80,0.011166559129031663,0.011198492279570354,-3.49739397852838,-3.500642131351199
81,81,0.01118284502287501,0.011212693478323911,-3.49814337838073,-3.495138180648017
82,82,0.011127887053664812,0.011203928115336518,-3.509291363698156,-3.498534543436595
83,83,0.011132690853909733,0.0112189472113785,-3.5019853329344066,-3.492716635238264
84,84,0.011177754653713753,0.011205309658850493,-3.4994129059168055,-3.4979990529112728
85,85,0.011191860138985914,0.011217456605089339,-3.497038634764205,-3.493293699274302
86,86,0.011141586146250214,0.011212446530790706,-3.5048136105744048,-3.4952338303973174
87,87,0.011202053791008046,0.011209260623313878,-3.499972774717253,-3.4964680112175754
88,88,0.011157381079476518,0.011209119160316493,-3.498934937646689,-3.496522820351645
89,89,0.011167263813777683,0.011223731317410343,-3.501588347641458,-3.4908650640193684
90,90,0.011176252833653972,0.011220814611174558,-3.4968994243378893,-3.4919938098934846
91,91,0.011172039040661965,0.011209557470130293,-3.4996995254233916,-3.4963530016449837
92,92,0.011145670639024568,0.011212204582989216,-3.499280379978564,-3.495327545652522
93,93,0.011160122787522287,0.011222672795778826,-3.4991935143982515,-3.4912746709226083
94,94,0.011183166386770834,0.011211015970299118,-3.50076133427954,-3.495787968303841
95,95,0.011157111245562736,0.01121411928416867,-3.502176230557609,-3.4945859669937307
96,96,0.011152454421461858,0.011199223759927247,-3.502497340121921,-3.5003584614607752
97,97,0.011169053220487748,0.011216618806908005,-3.4950547520012085,-3.4936180729073474
98,98,0.011158252394153285,0.011219723395218975,-3.503072222571741,-3.49241617861594
99,99,0.011141657358822749,0.011206926042704205,-3.49914730589364,-3.4973726213505216
100,100,0.011137679094429483,0.011210205033421516,-3.5081433711992855,-3.496102121945348
101,101,0.011163531264923896,0.011213987036363074,-3.5029449414099503,-3.4946371835265877
102,102,0.011139660036748218,0.011217483956562845,-3.50285552176572,-3.493283109904579
103,103,0.011174076361600886,0.011217693455125155,-3.4964329344863145,-3.4932020015024374
104,104,0.011141450470793493,0.011219699033781103,-3.503480605426128,-3.492425608482571
105,105,0.011174213582861055,0.011224410741737014,-3.4998826779173986,-3.4906021734556356
106,106,0.011152539498259112,0.011227476067448916,-3.504739221363768,-3.489416300694472
107,107,0.011169261817541933,0.011211658190739783,-3.5002218859836285,-3.4955391908461486
108,108,0.011163521010774313,0.011216903203412107,-3.502052304887971,-3.493507959272624
109,109,0.011181383240084672,0.011208544338220045,-3.4983575027537626,-3.4967455394272835
110,110,0.011160825820850958,0.01121280533506682,-3.499181280400041,-3.495094856067713
111,111,0.011132004286748232,0.011208694330171534,-3.5051725410896957,-3.496687422834221
112,112,0.011176257547874427,0.011223803862537208,-3.5008964757669188,-3.490836993277495
113,113,0.01114901606492775,0.011213411380978007,-3.5048878580330864,-3.4948601286516667
114,114,0.011162388743352644,0.011120467250676532,-3.503880974425675,-3.5310073260170545
115,115,0.010971140346883498,0.01096570643743402,-3.577320328385957,-3.5918715284081792
116,116,0.010914198161323661,0.010952516900081383,-3.6022185332500998,-3.59709836079721
117,117,0.010902765206992626,0.010935609866129724,-3.610060595345763,-3.6038075991795564
118,118,0.010892492680589562,0.010925732896124063,-3.6077258557406817,-3.6077318904821514
119,119,0.01090847881338031,0.0109402406470556,-3.6086397202896197,-3.6019689299750492
120,120,0.010850289068424824,0.010914952298136134,-3.6160262593742267,-3.6120192601835797
121,121,0.010881323213737035,0.010928382704916754,-3.616836295222598,-3.606678727440999
122,122,0.010888213358973105,0.01091517870755572,-3.613743716320262,-3.6119291751890783
123,123,0.010888390339066073,0.010927274921222738,-3.615045699937691,-3.6071189835560014
124,124,0.01086791557711117,0.010924759958135454,-3.6179919070363074,-3.608118647524918
125,125,0.010863850766927311,0.010918736016671909,-3.6194893576167924,-3.6105140192239045
126,126,0.010863925119113061,0.010928800721701822,-3.617367369285259,-3.6065126105360186
127,127,0.01087829395744604,0.010922109659172986,-3.61585506347754,-3.6091723547521792
128,128,0.010847299484555255,0.0109221024046603,-3.619063150545511,-3.609175239355954
129,129,0.010874003661585223,0.010920165988959764,-3.6154946576940454,-3.609945282687042
130,130,0.010874091983609592,0.010933735898058666,-3.6112430176248997,-3.6045518866431974
131,131,0.010870530836514592,0.010927465793333556,-3.617894329466057,-3.6070431238552962
132,132,0.010861242487642569,0.010924986073453175,-3.6182512807052287,-3.6080287603155914
133,133,0.010889644398517216,0.010925606432321825,-3.612507918330174,-3.6077821597408426
134,134,0.010893035987296055,0.010918935613804743,-3.613872921498774,-3.610434629868791
135,135,0.010891997649036731,0.010922574046018877,-3.615992008720741,-3.60898770511624
136,136,0.0108636613820017,0.010925219688368472,-3.6202084632319664,-3.607935893758898
137,137,0.010886106812923225,0.010929247021282973,-3.6165950723011786,-3.6063352612615773
138,138,0.010852870627392814,0.010920999718731955,-3.6184993297177206,-3.6096137214100636
139,139,0.01084866742459462,0.01092337944397801,-3.6156989596661058,-3.608667481153751
