,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.01611148965420182,0.016011618763992663,-1.9087303618603946,-1.9415369988009124
1,1,0.015954360471481514,0.0160145158634374,-1.9445806346629158,-1.9407512690708373
2,2,0.016016450902619928,0.016014112159609795,-1.9421247292213106,-1.9408607500917134
3,3,0.015990054234862328,0.016013337495295626,-1.9427355009717273,-1.94107084014925
4,4,0.01598976747392072,0.016015684036047834,-1.9402753947891946,-1.9404344862093879
5,5,0.01597373600396299,0.01601436694985942,-1.9434501343324138,-1.9407916528366869
6,6,0.01597255019029391,0.016014364597044493,-1.9406905592884214,-1.940792290897884
7,7,0.01598255326683374,0.016012507245728846,-1.9443265193953765,-1.941296016289615
8,8,0.015980844155491628,0.016014402928320987,-1.9439095699258173,-1.9407818958292309
9,9,0.016005096083372524,0.016013277792616895,-1.9400545190771616,-1.941087032021975
10,10,0.01597959796907668,0.0160142643083083,-1.9436506923723993,-1.940819488343553
11,11,0.01596003466468189,0.016014746831435906,-1.9436665615784163,-1.940688633768736
12,12,0.01601762851680984,0.016012264807757578,-1.9399387271415272,-1.941361771307606
13,13,0.015990283080981563,0.016013510427192637,-1.943926207311566,-1.9410239398930642
14,14,0.015953756696016518,0.016011481026285572,-1.9438482216907356,-1.9415743585359349
15,15,0.015993636120686827,0.016013715710294873,-1.9429069187371484,-1.9409682664368946
16,16,0.01597803261745529,0.016012131873714298,-1.9457413928771141,-1.9413978266450596
17,17,0.015977369198940463,0.0160115716096602,-1.9429710690567443,-1.9415497888234845
18,18,0.016032798734215117,0.01601267596216578,-1.941577784263938,-1.9412502569151293
19,19,0.016035254919882287,0.01601304398163369,-1.9399699164282591,-1.9411504441243896
20,20,0.015974155627191067,0.01601328612550309,-1.9426569546777777,-1.9410847720689546
21,21,0.015983997296887573,0.016014405379169865,-1.9437597191451443,-1.9407812311837436
22,22,0.015962910723209996,0.016012491168160187,-1.943175128838999,-1.9413003768827117
23,23,0.01597752128295677,0.016013733944610545,-1.9440647975554128,-1.9409633212646984
24,24,0.01598409219577755,0.016014092258716885,-1.9449444438786498,-1.940866147114827
25,25,0.015988119282596504,0.01601304358949787,-1.9433526333635012,-1.9411505504767026
26,26,0.01600204661642153,0.01601400079303666,-1.9412481649532787,-1.940890952238341
27,27,0.01599897206136861,0.016013702279643008,-1.941095801224516,-1.9409719088522746
28,28,0.01596723284725983,0.01601249254063556,-1.943616126550072,-1.9413000046367888
29,29,0.01600966604484111,0.016012397447698994,-1.9426738813016378,-1.9413257960369363
30,30,0.015999804894180642,0.016013250049007565,-1.9437838103082936,-1.9410945563446227
31,31,0.01596991094693388,0.016013067705850852,-1.9411746496855318,-1.941144009814348
32,32,0.015987547172099045,0.01601399922449338,-1.9431077056692097,-1.9408913776221879
33,33,0.015996503778109232,0.016013338083499355,-1.9408360858799643,-1.9410706806237101
34,34,0.01596781962848816,0.016013808744518382,-1.942645349111022,-1.9409430354828419
35,35,0.016007889772659725,0.016012362841712802,-1.9416913684011767,-1.9413351820174765
36,36,0.016001423139163515,0.01601173513029751,-1.9387430169993967,-1.9415054360581443
37,37,0.0159716156704985,0.01601285614857548,-1.9447523548043644,-1.9412013871800835
38,38,0.01598611404908072,0.016010783024524387,-1.9437010735313436,-1.9417636882552873
39,39,0.01597128074001713,0.01601191649311467,-1.9433430778124394,-1.9414562443721728
40,40,0.015981706156942648,0.016013587089745623,-1.9425345152064688,-1.9410031486716859
41,41,0.015971445497701464,0.01601403716363405,-1.9415503863423902,-1.9408810886620769
42,42,0.015983854343673002,0.016014398614826956,-1.9437297945890666,-1.9407830656055354
43,43,0.015962298585044353,0.01601278497592399,-1.9446865266134874,-1.9412206903938343
44,44,0.01598017923917967,0.016014166176319122,-1.9401546736473565,-1.9408461010627864
45,45,0.01600276760411324,0.016012277356103846,-1.940897017359149,-1.9413583678693846
46,46,0.015983753443993245,0.016014254112776957,-1.9420927952997173,-1.9408222532938038
47,47,0.015993980422001525,0.016010848903342298,-1.9421610259883584,-1.9417458185807153
48,48,0.01601783112267551,0.016014494688103075,-1.94350148116573,-1.9407570115715842
49,49,0.016009735029920476,0.016012612730264664,-1.941344857481571,-1.941267406653263
50,50,0.015963879116263586,0.016013609637555323,-1.9445768185820211,-1.9409970336255173
51,51,0.015979939860474204,0.016013071725243015,-1.942550645214661,-1.9411429197049133
52,52,0.01599922608200115,0.016013043099328092,-1.9435188166175066,-1.9411506834170957
53,53,0.015937118042145194,0.015925488728833825,-1.954260456196538,-1.9649617185814852
54,54,0.01590804966915514,0.015922492320992444,-1.9676318175986942,-1.9657789279316469
55,55,0.01588537758120249,0.015922446097982556,-1.9674754401548065,-1.9657915355227598
56,56,0.015877748052253553,0.015922520015584796,-1.9658738275791101,-1.965771374090242
57,57,0.015887961540486394,0.015922565111204198,-1.9711327389014166,-1.965759074058016
58,58,0.015879643034458775,0.01592283019501912,-1.9678548241099578,-1.9656867719641289
59,59,0.015900631656044537,0.015923697060268176,-1.9671799122276306,-1.9654503412906712
60,60,0.01586666022494589,0.01592316012829542,-1.9705051989566424,-1.96559678374279
61,61,0.015871379303640312,0.0159207908436656,-1.9678050239891545,-1.966243039757688
62,62,0.01589641631724908,0.01592344996568404,-1.968105454096375,-1.9655177330820395
63,63,0.015885533140876245,0.015920985097947874,-1.9674858543912035,-1.9661900505255336
64,64,0.015858335977362602,0.015921702706500104,-1.9668976667596643,-1.9659943048420248
65,65,0.015860125249654976,0.015921920979101407,-1.9668999018722169,-1.9659347672798213
66,66,0.015891743343822734,0.015923504472563143,-1.9688696387948454,-1.9655028669592105
67,67,0.01592940210182335,0.01592175873290551,-1.966206914137969,-1.9659790226097478
68,68,0.015890074144933642,0.015920206120139675,-1.966667870020694,-1.9664025461959227
69,69,0.015902501233306127,0.01592161084868406,-1.9664062696697548,-1.966019360866774
70,70,0.01587471255514118,0.015920906474715786,-1.9678798499026848,-1.9662114975151188
71,71,0.01590683382273335,0.015922716769732927,-1.9671641469136194,-1.9657177087704314
72,72,0.015886809984126043,0.01592114116800459,-1.9670078580372707,-1.9661474777627383
73,73,0.015912094393495432,0.01592309557293591,-1.9663659364600483,-1.9656143908591033
74,74,0.015865340924908204,0.015922794118523598,-1.9671588982125234,-1.9656966118233048
75,75,0.015888721307682006,0.015922013768240026,-1.9684480996483398,-1.965909457712268
76,76,0.015890158511237384,0.01592298474554953,-1.967188694260442,-1.9656446185806107
77,77,0.015887454113702185,0.01592049228125497,-1.965418438610405,-1.9663244837164229
78,78,0.015876722205238242,0.01592244374516763,-1.967640995138063,-1.9657921772675078
79,79,0.01591375099552661,0.01592163364157865,-1.9667719153077623,-1.9660131436433064
80,80,0.01591215515989311,0.015923265367746353,-1.968336728821369,-1.9655680804191942
81,81,0.01585614577550249,0.015921939115383123,-1.9693341396834878,-1.9659298203374287
82,82,0.015903398106546746,0.015921766869723797,-1.9669206650721955,-1.9659768031474154
83,83,0.01587300410628626,0.015922664027465016,-1.965510265168864,-1.9657320943267305
84,84,0.015912236098545727,0.015921082102546568,-1.9647979000491276,-1.9661635895789709
85,85,0.01587767049324574,0.01592248977210961,-1.9677264826342706,-1.9657796231531086
86,86,0.015887626658011342,0.015923775438415378,-1.9668247197088873,-1.965428964902431
87,87,0.015862568291192203,0.015919952898433332,-1.9686990929712476,-1.9664716242364562
88,88,0.015901261700566896,0.015921659179423984,-1.9677335272663965,-1.9660061776895206
89,89,0.01590382869441792,0.015922648538100093,-1.9682729658264173,-1.9657363190902344
90,90,0.015888359810504103,0.015920704818869893,-1.9675000422498343,-1.9662665060511553
91,91,0.01588954689153998,0.015922108959210545,-1.9687047542907843,-1.965883493163909
92,92,0.015865176119217554,0.015921495070582943,-1.9666400706564775,-1.9660509418253453
93,93,0.015884091885587603,0.015922105331954203,-1.969903264090021,-1.9658844825413833
94,94,0.015911766039879666,0.01592230816420756,-1.9685230244509198,-1.965829157968741
95,95,0.015907668153342512,0.015921244789895258,-1.9658119155764027,-1.966119212032034
96,96,0.015903239839316644,0.015920821773378474,-1.966530995425029,-1.9662346026199158
97,97,0.01586376309164406,0.015923215272395236,-1.9670669339149947,-1.9655817435518999
98,98,0.01586897073063961,0.015920242147618217,-1.967465353526869,-1.9663927181087066
99,99,0.015896054848874967,0.015921465366294508,-1.9668119321083433,-1.9660590443436905
100,100,0.015906893648207188,0.01592032709404042,-1.9672317986840242,-1.9663695453053944
101,101,0.015878171842430056,0.015921737606588163,-1.968114923257698,-1.9659847851949555
102,102,0.015874539242730926,0.015921201360853093,-1.9663916126936836,-1.9661310584795568
103,103,0.015880963141002607,0.015921024654648806,-1.9676466797203247,-1.9661792602160835
104,104,0.01590597689074954,0.015921800397336483,-1.9651851367775945,-1.96596765790495
105,105,0.015887645687715907,0.01592325306448497,-1.9670591860786855,-1.965571436037824
106,106,0.015905057982608828,0.015920448901229782,-1.9679338409162468,-1.9663363173525303
107,107,0.01587922717492605,0.0159209189250281,-1.9672262135997247,-1.9662081012890118
108,108,0.01592143084469837,0.015922053766093756,-1.9674957451044301,-1.9658985477698463
109,109,0.015901358846152566,0.015921773879151595,-1.9665386157614584,-1.965974891201857
110,110,0.01591465257338642,0.015921958820208124,-1.967911496299296,-1.9659244455577574
111,111,0.01590062202597709,0.015921115385074364,-1.966477091501135,-1.966154510797162
112,112,0.015872083133873865,0.015921516294934247,-1.9689502578015947,-1.966045152411431
113,113,0.015880090213313547,0.015921815396531633,-1.9689811125259113,-1.9659635666185031
114,114,0.01588309769393857,0.01592075883557922,-1.9659995827123053,-1.966251771076001
115,115,0.015880734707737706,0.015920375620848255,-1.965659020133566,-1.966356307579421
116,116,0.015862705915705443,0.01592180230899861,-1.9677688236462063,-1.9659671364662672
117,117,0.01590788281839533,0.01592142267250701,-1.967112076346904,-1.9660706900689782
118,118,0.01589614709781617,0.01592126380848257,-1.9678791227488888,-1.9661140242074016
119,119,0.015881356408761947,0.015921468797482942,-1.9692991158622974,-1.9660581084084563
