,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0031680598034110573,0.002812145486179935,-8.959411093712927,-9.509076873413504
1,1,0.002541734325728312,0.002345750500497065,-9.927054253470802,-10.296636548093158
2,2,0.0022745121788886402,0.002242023492918203,-10.413903820755745,-10.493053134562967
3,3,0.002200013384242187,0.0021914321390029633,-10.555696550314348,-10.592174458542033
4,4,0.002169009787750613,0.0021657774249385846,-10.613163347870449,-10.643316499530762
5,5,0.002154897499983151,0.00214500225296146,-10.65309378333948,-10.685177197958573
6,6,0.002111344943879191,0.002120495522639861,-10.730870172278639,-10.735081126721672
7,7,0.002097177488450921,0.0020910248246141954,-10.757348967412444,-10.79586283684003
8,8,0.0020452734303766304,0.0020181288771135243,-10.866187271249732,-10.949965757659108
9,9,0.001990091178047749,0.001989791420974622,-10.990885878340901,-11.011379184053096
10,10,0.0019793048820256724,0.001967551352113093,-11.018606966075026,-11.060193964203101
11,11,0.0019367306934880842,0.0019578709892046297,-11.091841514418231,-11.081614012039541
12,12,0.0019328891174848547,0.0019431510315227666,-11.11997683959351,-11.114389149950059
13,13,0.0019234715428049724,0.0019173129510722663,-11.138015075193966,-11.172524666175947
14,14,0.0019133970628674958,0.0019101979468311918,-11.168575861957553,-11.18867098540155
15,15,0.0019022464084909442,0.001915232547999997,-11.188810132491216,-11.17723958822127
16,16,0.0019134231483006908,0.001911300069064294,-11.166301890640863,-11.18616596974801
17,17,0.0019148144542153196,0.0019125828862582381,-11.166169540966687,-11.183252070677197
18,18,0.0019122304013190965,0.001912103886225898,-11.168869307836193,-11.184339883009757
19,19,0.0018976995980693506,0.0019061047534801457,-11.192714538802761,-11.197987080622362
20,20,0.001911070292633142,0.0018987991038317744,-11.169959833537897,-11.214664543953837
21,21,0.0018923812132981635,0.0018971933627893265,-11.216578390927893,-11.218338758388285
22,22,0.0019064159732619206,0.0018906707593582962,-11.18055706655488,-11.233295649059453
23,23,0.0018741291486802174,0.0018832989245359051,-11.247713250808761,-11.250262140710943
24,24,0.0018675632705220703,0.0018726870246035488,-11.262155398587348,-11.27480271092892
25,25,0.0018841800263113121,0.0018688841588108947,-11.228987567580695,-11.283630896292308
26,26,0.0018731317586102283,0.0018638333452767448,-11.249421507065193,-11.295383951718254
27,27,0.0018629040737089114,0.0018635546041064356,-11.277467710169134,-11.296033499090377
28,28,0.0018684123798763169,0.0018602511600444192,-11.260860522008581,-11.303738884358157
29,29,0.0018638261298639413,0.0018591087764913315,-11.27919884244784,-11.306406713755635
30,30,0.0018770454209009857,0.0018622833794276965,-11.248738658280447,-11.298997051918484
31,31,0.0018625960387673574,0.0018636693222154129,-11.277580223257992,-11.295766161024813
32,32,0.0018644249618783133,0.0018577317547935404,-11.278963738652406,-11.309624677761025
33,33,0.0018535838906470802,0.0018532689918126714,-11.28911628157734,-11.320070131175283
34,34,0.0018577281812916405,0.0018535226240361993,-11.284027846944142,-11.319475810875153
35,35,0.0018615535875667155,0.0018532368305482362,-11.283442578086586,-11.32014549843677
36,36,0.0018623076876164559,0.001850123670393307,-11.280865689586495,-11.327447129453779
37,37,0.0018411536998662753,0.0018468820122315695,-11.317901180016277,-11.335063209782106
38,38,0.0018425031418710487,0.001843759385672839,-11.327073048062173,-11.342412283619947
39,39,0.00185566399001622,0.001847434206865728,-11.297429479028104,-11.333764917648379
40,40,0.0018402242519383885,0.0018442380916033137,-11.329347534863112,-11.341284846052497
41,41,0.0018552034426019672,0.0018466956006657135,-11.29400875836768,-11.335501578880944
42,42,0.0018483106786212355,0.0018385638862750248,-11.311498712418224,-11.354667471716368
43,43,0.0018459043943217582,0.0018375294993778592,-11.32449043541379,-11.357111525696071
44,44,0.0018474974287865857,0.001837959200584967,-11.318635811897934,-11.356096058751682
45,45,0.001853045851433861,0.0018311071663016552,-11.309601484158549,-11.372317101605503
46,46,0.0018434790287109226,0.0018354085592651053,-11.320863923412197,-11.362127198027546
47,47,0.0018294609653446631,0.0018304648355727917,-11.348794953364843,-11.373840822530948
48,48,0.00182276799165903,0.001822750335314164,-11.362088633959369,-11.392182856691715
49,49,0.0018167359293582513,0.0018280582367687633,-11.383243704662625,-11.379554454566769
50,50,0.0018366143136218037,0.0018160745293196094,-11.338444533643193,-11.408118050422171
51,51,0.0018141860485595372,0.0018193662889595878,-11.389029249389488,-11.400253290633495
52,52,0.00182659119204378,0.0018102015050030069,-11.36722287369074,-11.422185508380466
53,53,0.001805194153104784,0.0018105451691601622,-11.406538054442343,-11.42136108479627
54,54,0.0018160612737644732,0.001812118025937755,-11.389498706357548,-11.41758991963149
55,55,0.0018030960909715017,0.001809169483175011,-11.41014925143085,-11.424662189542541
56,56,0.0017986550132657604,0.001803171055048312,-11.426765036912116,-11.43908545115016
57,57,0.001809573308660735,0.0018021027055127841,-11.39811805354579,-11.44165933791948
58,58,0.0018012044440052404,0.0018011825894446748,-11.428917885241255,-11.443877321271145
59,59,0.0018056306217499461,0.0018066734100054753,-11.404999354602253,-11.430658196604648
60,60,0.001816589259254487,0.001795807314154349,-11.389643534250013,-11.456857364015853
61,61,0.0017996451255778984,0.00179217081811083,-11.426966599222999,-11.465660710344705
62,62,0.0018039541138988948,0.0017963958610045282,-11.417024118156856,-11.45543426716304
63,63,0.0017926389982770245,0.0017958330787032058,-11.448136273900154,-11.456795055988469
64,64,0.0017979935738114045,0.0017947886004357745,-11.437294723156239,-11.45932170012613
65,65,0.0018104100071815487,0.0017954223470664338,-11.406290691442926,-11.457788460595065
66,66,0.0017839348574946682,0.0017910032275770056,-11.460756985164576,-11.46849103975346
67,67,0.0017895268818805205,0.0017926269884858477,-11.446265954963955,-11.464555419120845
68,68,0.0017783838929128402,0.0017936648433341791,-11.480713575530142,-11.462041766203752
69,69,0.0017854196329111444,0.0017876227533346729,-11.459921954780508,-11.476695986312123
70,70,0.00179170335153329,0.0017894569563826448,-11.443991663918908,-11.472242161422086
71,71,0.001772604898319186,0.001789573377831594,-11.487279985744127,-11.471959620129333
72,72,0.0017981248518893706,0.0017972766286938598,-11.435196339003044,-11.45330545572532
73,73,0.0017852830921405369,0.0017848734033146971,-11.456838765017554,-11.483380543696464
74,74,0.0017914328155271017,0.001795088829423644,-11.447381057369885,-11.458595280934441
75,75,0.0017902903443624831,0.0017956347927745235,-11.45672060280468,-11.457274606344116
76,76,0.001781327594743715,0.0017906212689060915,-11.47391985355635,-11.469417337548691
77,77,0.0017880036546032607,0.0017946843474515174,-11.466607539439115,-11.45957397390813
78,78,0.0017804177225922647,0.0017779440998933033,-11.468673643542742,-11.500273702164767
79,79,0.0017838682439274241,0.0017888792177760287,-11.465980154634828,-11.473644537715447
80,80,0.0017777540860217564,0.0017859437196564517,-11.481254578147531,-11.480777035989249
81,81,0.001778400191057896,0.0017881403726182487,-11.480099358851634,-11.47543863680526
82,82,0.0017981414044679132,0.0017910354133499297,-11.432361637194177,-11.46841299423258
83,83,0.0017965521733036515,0.0017860835589664547,-11.43503306481721,-11.480436996924698
84,84,0.0017789775990525779,0.0017935988174653367,-11.477461536130566,-11.462201635525975
85,85,0.0017945018966595845,0.0017919385756709073,-11.44416826787669,-11.466223536972922
86,86,0.001782205039827326,0.0017878760853292125,-11.467617772618105,-11.476080571834498
87,87,0.0017842221597075155,0.0017788168778152841,-11.468611858854194,-11.498142309892827
88,88,0.0017763523183302167,0.0017855544513287512,-11.481291606366904,-11.481723737229322
89,89,0.0017660622336162428,0.001777145411132982,-11.496515655751837,-11.50222507990716
90,90,0.0017719512958962894,0.001783422488523157,-11.497440469493412,-11.48691233781615
91,91,0.0017785780148619076,0.0017838492793472189,-11.476458164989014,-11.48587315205873
92,92,0.0017703663564968815,0.001776464160923895,-11.491964142568696,-11.503890221809932
93,93,0.0017735067642169055,0.001775042907530932,-11.48935620158487,-11.50736616893324
94,94,0.0017794678683786356,0.0017754033416215527,-11.483614251533186,-11.5064843950592
95,95,0.0017809874387746006,0.0017717146670053665,-11.472268485774864,-11.515516920083243
96,96,0.0017654472762795607,0.001763890907903643,-11.52017516146298,-11.534737508351196
97,97,0.001760995074309716,0.0017660653684288263,-11.51075694296724,-11.529386981303691
98,98,0.0017788455144684646,0.0017723520654008577,-11.485570063752284,-11.513954767732164
99,99,0.0017671855550604996,0.0017645224426431877,-11.508002903716633,-11.533182860251927
100,100,0.0017669088742455717,0.0017664034936675115,-11.508043816176716,-11.528555574536728
101,101,0.0017928914683054864,0.0017721414884650393,-11.450316648303268,-11.51447079294118
102,102,0.0017784170052708732,0.0017760734037054998,-11.478729581318198,-11.504845616095341
103,103,0.0017728563698162277,0.0017748753736285788,-11.498998455488156,-11.507776088506677
104,104,0.0017506831323190295,0.001767631105490421,-11.539723099287249,-11.525538371127457
105,105,0.0017582462409261575,0.0017665911919290298,-11.52278984493586,-11.52809411718074
106,106,0.0017692583550689455,0.0017629326995168078,-11.500866071813025,-11.537097391756081
107,107,0.0017561551313079202,0.0017676938104590303,-11.523825691289325,-11.525384312179526
108,108,0.0017581822437032597,0.0017610428254365136,-11.52643948657078,-11.541755551027833
109,109,0.001773028791709275,0.0017610325686339486,-11.493214844025836,-11.541780845618423
110,110,0.0017570625863412453,0.0017668673658351366,-11.527451281109329,-11.527415231031368
111,111,0.0017566433963701897,0.001764751155860722,-11.529625986958633,-11.532619974515356
112,112,0.0017723060493866347,0.0017639339264286192,-11.496790729532222,-11.534631592049253
113,113,0.001754422434461639,0.0017604041954894598,-11.540506188544462,-11.5433307754363
114,114,0.0017563988005780836,0.0017596858823181766,-11.52980462602995,-11.545103226958854
115,115,0.0017745554622397134,0.0017539186366392595,-11.497056471117508,-11.559360296643293
116,116,0.0017509132878105972,0.001752738601920244,-11.546704021132733,-11.562283208986322
117,117,0.001752332016134385,0.0017504172068775485,-11.551413256201801,-11.568038986119591
118,118,0.0017419204910372181,0.0017458531380582013,-11.570004102400112,-11.579377646083724
119,119,0.00175122788521586,0.0017426210136986093,-11.55363922634706,-11.587425257244305
120,120,0.0017450611135855164,0.001743449468018585,-11.567584157959194,-11.585361081271188
121,121,0.0017367648320829438,0.0017445051466654007,-11.577836642711247,-11.582732174214632
122,122,0.0017373128122045206,0.0017427516500710656,-11.578215225293356,-11.58709969862436
123,123,0.0017488075542676541,0.0017490701161717113,-11.551331753617307,-11.571382527816176
124,124,0.0017391114481292741,0.0017369203330752881,-11.582454460951002,-11.601655732506398
125,125,0.0017464065962691897,0.001736702250414773,-11.56437475773204,-11.602201054249957
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127,127,0.0017535771692133288,0.0017439644342582476,-11.544476365033336,-11.58407848617841
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130,130,0.0017298756025673956,0.0017358103803800124,-11.60005662442206,-11.604431912906904
131,131,0.001752239534362536,0.0017443193600660092,-11.549914738652639,-11.58319471450491
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