,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.022344035125270334,0.02189742891412032,-6.51227509954029,-6.589003062347456
1,1,0.021548201704455407,0.021219413335386076,-6.666816051771326,-6.725600588397635
2,2,0.02089123658298217,0.02057835283248048,-6.797798826394602,-6.8588282211631
3,3,0.020269452776644648,0.02000808951101805,-6.929200255698281,-6.980878097483024
4,4,0.019766130455836806,0.019484622305945345,-7.044617911456537,-7.096014396424124
5,5,0.019235486222296646,0.01901693661746226,-7.156514346237647,-7.201528723849211
6,6,0.018860073376101318,0.0185734893342382,-7.247469622395072,-7.303999306586632
7,7,0.018373839518765814,0.018213097006082535,-7.353106969757764,-7.389096306705241
8,8,0.0180836013451065,0.01785336807370186,-7.4392290081292725,-7.475732726937002
9,9,0.017707318605221425,0.01755078940799362,-7.524570285870614,-7.549967762454242
10,10,0.017429979575663498,0.017281864818773772,-7.591953920935918,-7.61702827697508
11,11,0.017140237940955406,0.01698875358622325,-7.661917400932659,-7.691319142389635
12,12,0.016916800501573945,0.016783344510354493,-7.718406874977571,-7.74414922003854
13,13,0.016671222874645106,0.016580788516684583,-7.779052857331132,-7.796882513640551
14,14,0.016517415738750978,0.016447550764209347,-7.823408849969341,-7.831921959056074
15,15,0.016337447329280302,0.016314456533444554,-7.861200439579878,-7.867208202326978
16,16,0.016204049215488826,0.016213997610305484,-7.8985745583739035,-7.894033267233728
17,17,0.016133576506729592,0.016087592334339495,-7.9195283836521995,-7.928023788542252
18,18,0.016096313512816873,0.01602915100949375,-7.932486721713086,-7.943829110169663
19,19,0.01601433391039519,0.015999437603903443,-7.952808545443027,-7.951887143537451
20,20,0.016011128038859245,0.015971322985071885,-7.95963756335798,-7.95952538969853
21,21,0.0159712804039729,0.015955062190953054,-7.9646302409181144,-7.963949300347282
22,22,0.015927759690459856,0.015936439758852908,-7.977065979102465,-7.969021259913605
23,23,0.01591691744427398,0.01594123067824464,-7.974929846008022,-7.967715850928439
24,24,0.01593805294599115,0.015938183488814456,-7.979154242213999,-7.968546090500558
25,25,0.01589507677774761,0.015922708044710913,-7.984099416610198,-7.972764993477982
26,26,0.015947689302265644,0.015947266187714904,-7.977728887926605,-7.966071879749284
27,27,0.015942155066685577,0.01592051095672344,-7.982764647222805,-7.973364294189814
28,28,0.015961905326886277,0.01595486646616145,-7.97135796680168,-7.964002576678845
29,29,0.015915756315453767,0.015942719617956562,-7.978087038912701,-7.96731023098785
30,30,0.01595240287943599,0.015936217760961307,-7.9711966906717375,-7.969081758451738
31,31,0.01587468222474929,0.01591894334476245,-7.986220044997358,-7.973791942992163
32,32,0.01590993253456563,0.015932437473613965,-7.982442354431298,-7.970112086170667
33,33,0.01590511253698892,0.01593949934957843,-7.978604762230383,-7.9681875505954025
34,34,0.015971500359321992,0.015943681968278008,-7.969988145167499,-7.967048085738718
35,35,0.01593874665649281,0.015958925120924648,-7.9733138268082655,-7.962897943672579
36,36,0.01596151250078506,0.015982311807180707,-7.973342686828094,-7.956538321076357
37,37,0.015982373473570517,0.015989118549776703,-7.9677025211854025,-7.954689088332724
38,38,0.015980579736690547,0.015970595867226,-7.962680650848164,-7.95972311311626
39,39,0.015992878081718672,0.0160020774132327,-7.958426760593652,-7.951170643317409
40,40,0.015987238798712947,0.016022885561381515,-7.963262210356605,-7.945527005135205
41,41,0.01597924722531407,0.016048994846642017,-7.959872044056637,-7.938455937972465
42,42,0.01603843247729171,0.016041015863026444,-7.946386252437577,-7.9406156310047935
43,43,0.016014782260604127,0.0160478875041008,-7.941909166529602,-7.93875560119219
44,44,0.01604062518508164,0.016071162970834656,-7.941240843140264,-7.932461262856409
45,45,0.016099105502680403,0.01607681786347377,-7.935326723329803,-7.9309333978829235
46,46,0.016099157954383755,0.016116453187638206,-7.933761984417961,-7.920239603367321
47,47,0.016083167846669855,0.01611329414146511,-7.935692526615643,-7.921090963641069
48,48,0.016102201026893154,0.01613762636521929,-7.931666141121122,-7.914537753780451
49,49,0.01615105216036138,0.016154981071227474,-7.9242781598112195,-7.9098697790466925
50,50,0.01614699738349804,0.016164737655536124,-7.919684999955319,-7.907247707430286
51,51,0.016140312282848603,0.016153586734282344,-7.9179420048897455,-7.910244634933345
52,52,0.01617893572781504,0.01620071670530658,-7.911197397693614,-7.897592036268243
53,53,0.016180601652673224,0.01619979249019372,-7.9148783511131136,-7.8978397987470945
54,54,0.01623711036038153,0.01623178690083717,-7.8992007042522605,-7.889270989726537
55,55,0.016201887164533753,0.016217614377015514,-7.903968775998131,-7.893064618600645
56,56,0.016214046118416123,0.01623184537809146,-7.903116774705923,-7.88925534369615
57,57,0.016206547233861748,0.01625164313928077,-7.9057009766713415,-7.883961540662305
58,58,0.01621562543027487,0.016253953505503505,-7.893270563658885,-7.883344182787376
59,59,0.01620931808174271,0.016240456631701244,-7.898005469984382,-7.88695195294083
60,60,0.01625353501168723,0.01626832567547497,-7.8925668806392775,-7.879505734391326
61,61,0.016250852687457174,0.016242722098372485,-7.896258919174448,-7.886346174987862
62,62,0.016277745001248477,0.01624270763836409,-7.884278356016987,-7.886350041276167
63,63,0.016279092788235427,0.016275116095417423,-7.883955266354079,-7.877693361886678
64,64,0.016235354394872777,0.016259009557727137,-7.893750534028103,-7.881993450407575
65,65,0.01622120728812267,0.01627938900338976,-7.89524437032629,-7.8765533043990335
66,66,0.016206718174759875,0.01630069384057271,-7.897977143685523,-7.870873408132618
67,67,0.01626004361230688,0.01627168799505422,-7.889408805132292,-7.878608232097908
68,68,0.016251637581159772,0.016321979855236254,-7.884808041932423,-7.865205938869853
69,69,0.01631730040247293,0.016290939216943162,-7.875873119459192,-7.873473081082039
70,70,0.016270730212407627,0.016268244062207247,-7.891387239012797,-7.8795275216861205
71,71,0.016227829990159606,0.01629931156180407,-7.894081371611106,-7.871241700121913
72,72,0.016253680605249305,0.016287076434022503,-7.889387286273225,-7.874502969048861
73,73,0.01629397935550852,0.016277429941845566,-7.885054650570912,-7.877075965793447
74,74,0.016296580309029092,0.016278257397444623,-7.8841704103967425,-7.876855199819732
75,75,0.016322222317463345,0.0162723483517766,-7.87357883547243,-7.878431985195034
76,76,0.016313515526732218,0.016264593718867553,-7.880209151052638,-7.880502120942911
77,77,0.01625093041928773,0.016275519554160144,-7.892458334489227,-7.877585701988705
78,78,0.01626290180288332,0.016312202781830962,-7.892414835179161,-7.867808197491339
79,79,0.016251250179772525,0.016276196723705845,-7.893431449763502,-7.877405010442649
80,80,0.016264397958197545,0.016282438741702782,-7.886417517281843,-7.875739784632984
81,81,0.016257395747012085,0.016274184674808855,-7.884091857737648,-7.8779419145874545
82,82,0.01627232551037036,0.016276954771264604,-7.885186183664339,-7.877202746848047
83,83,0.016276827994157972,0.016277512143317022,-7.890126315805165,-7.877054033857359
84,84,0.016288664019138543,0.016270389976470095,-7.881329421235236,-7.8789546895732325
85,85,0.01627743607098909,0.016293954496320925,-7.890208830606897,-7.872669322622415
86,86,0.01621690735259314,0.016277058638240163,-7.896605098852004,-7.877175033611113
87,87,0.01627242365448745,0.016270436346530914,-7.887091655427313,-7.8789423123451074
88,88,0.016256408026614756,0.016293290365291268,-7.88845631706805,-7.872846341847395
89,89,0.01625947536151741,0.016280196214977064,-7.891059953658988,-7.876337965330176
90,90,0.016292515297218698,0.016300526006441367,-7.887303995146299,-7.870918123905499
91,91,0.01630101600642671,0.016276596604209197,-7.879744511316622,-7.877298312443317
92,92,0.016276046969764625,0.0162877244874835,-7.881864357877601,-7.874330169194884
93,93,0.016261431820613823,0.016284420792209476,-7.886309915998428,-7.875211153004823
94,94,0.0162844275959681,0.016300126469056857,-7.884173760154267,-7.871024573849437
95,95,0.016275787380399163,0.016283709751932246,-7.881588770721533,-7.875400786774832
96,96,0.016260538048581363,0.016283620050863215,-7.886472177847535,-7.875424710553379
97,97,0.016284323191827106,0.016278434642835668,-7.88849355476004,-7.876807912033138
98,98,0.016274592627953624,0.01631149242779142,-7.883152403612273,-7.867997325569958
99,99,0.01630163847555205,0.01629241286335807,-7.881805718851469,-7.873080244577598
100,100,0.01632418569907085,0.01628008955403378,-7.874369558474667,-7.876366418556557
101,101,0.016260855197522444,0.016320696051575635,-7.887066970409524,-7.865547546186321
102,102,0.016245381368957843,0.01630560524369541,-7.888780953643144,-7.869565074865349
103,103,0.016283684035705535,0.016282992731583745,-7.886620282544957,-7.875592023809636
104,104,0.01625328649257876,0.016276964182524306,-7.886571100724701,-7.877200235778235
105,105,0.01627899559464344,0.016277385826565717,-7.881536276542763,-7.87708773610893
106,106,0.016330621906162537,0.016283210857134117,-7.871551812405726,-7.875533846489318
107,107,0.016282502004934342,0.01626984505472999,-7.876607860078153,-7.879100144272372
108,108,0.016244249600801886,0.01629238208069613,-7.889359743974332,-7.873088450085868
109,109,0.016256554186651388,0.016292141652420947,-7.889257366232906,-7.873152539820039
110,110,0.016302369602178176,0.01631544324520387,-7.8823566243672065,-7.866945545392488
111,111,0.016259913947241206,0.01628976981890829,-7.886237319920957,-7.8737848380259114
112,112,0.016300985935268943,0.016301937450311686,-7.87985654064174,-7.870542089569572
113,113,0.01629139963038189,0.016304944494837208,-7.882836660876266,-7.869741066736311
114,114,0.0162843291638131,0.016291466982741105,-7.884546737933497,-7.87333238811271
115,115,0.01631235337057679,0.016261216498127107,-7.873856757452077,-7.881403994456424
116,116,0.01629164920562936,0.016303913765831998,-7.883057821247212,-7.8700156178511484
117,117,0.01627306940667715,0.01625666135039769,-7.888004011272907,-7.882620725477616
118,118,0.016269949312830708,0.016291801278528414,-7.885271979875414,-7.87324327316292
119,119,0.01622883660584381,0.016298817568703702,-7.892695699721218,-7.871373326373679
120,120,0.01624077882080041,0.01631201754667257,-7.891997080117969,-7.86785751459767
121,121,0.01630028838426182,0.01627259603456447,-7.884647245325475,-7.878365881368424
122,122,0.016232420661553892,0.016286702728585192,-7.886149166050465,-7.874602618652597
123,123,0.01625795230346242,0.016292385070731764,-7.885331954844532,-7.873087653053333
124,124,0.016284023440375772,0.016283083707094193,-7.880842898382668,-7.875567759196582
125,125,0.016267023634972032,0.016288096722411483,-7.882840487065472,-7.8742309179286405
126,126,0.01626818557989966,0.01628966413830456,-7.881558148567601,-7.873813013164316
127,127,0.016253813064282703,0.016279217149866253,-7.887463599742316,-7.8765991509789535
128,128,0.016226280739857366,0.016283528536166016,-7.891473175230158,-7.875449118172546
129,129,0.016302350562872346,0.016289644923649337,-7.886072857985259,-7.873818135936391
130,130,0.01625874086484774,0.016288220735364838,-7.891529705474108,-7.874197852103199
131,131,0.016310714818921285,0.016257717225112413,-7.877349583050552,-7.882338659153463
132,132,0.0162152554167761,0.016307769882443705,-7.897520279644505,-7.868988568654972
133,133,0.016237462880377918,0.01628977638718329,-7.887897718098823,-7.87378308688698
134,134,0.016275009428410186,0.016292767599225044,-7.883429247985976,-7.872985686359797
135,135,0.01626687635158755,0.016281471538700555,-7.880745288101441,-7.875997770190156
136,136,0.01623038535688034,0.016284602253060592,-7.890719367095638,-7.875162758893515
137,137,0.016251812996246767,0.01627317345456073,-7.890256892864629,-7.878211778194906
138,138,0.01625538058578968,0.01628279651662237,-7.889216806406933,-7.875644357916663
139,139,0.01631837849956505,0.01627895539920581,-7.8794628950486,-7.876668980983875
