,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0035713279533401594,0.003516677938597767,-8.452928004921974,-8.53723342233403
1,1,0.0034314581077814718,0.003376191702524298,-8.633132772094267,-8.714288409863908
2,2,0.003289545859815073,0.0032585271585144496,-8.813313230235275,-8.868345941676232
3,3,0.00315703188078766,0.0031354118530687535,-8.984766456326962,-9.035613433741561
4,4,0.003052114453838812,0.0030377979978526894,-9.127533631048674,-9.172970476478858
5,5,0.002975165229482749,0.0029482158562658648,-9.259146418046576,-9.302966615735395
6,6,0.0028690185167433062,0.002855060475045129,-9.399002034108154,-9.442406274079701
7,7,0.002780628085770097,0.0027781307060075434,-9.533033235188286,-9.561032645348902
8,8,0.002700569957840381,0.002697975546317665,-9.660590722157279,-9.688179301521458
9,9,0.0026410258298298133,0.0026311738980247788,-9.761325203719144,-9.797063870101239
10,10,0.0025989115550230767,0.002583326122380401,-9.839942895891912,-9.87676703661449
11,11,0.0025455303269332832,0.002535811404844648,-9.928692686448901,-9.957389884292668
12,12,0.0024773409810954147,0.0024789418829114815,-10.03723844340773,-10.055895940327542
13,13,0.0024553046360151053,0.0024518232523022512,-10.077299432998345,-10.103667797476115
14,14,0.002425407105096683,0.00241599114317643,-10.136492238754048,-10.167606013199277
15,15,0.0023753168037372457,0.002388505546964313,-10.216211233307988,-10.217296849766246
16,16,0.0023789575477082704,0.0023642746413028554,-10.216155369199114,-10.261580150823805
17,17,0.00232991051725736,0.002339558050918736,-10.302496934794398,-10.307221134727879
18,18,0.0023143968986558544,0.00232669630234963,-10.340283954725987,-10.331162395337053
19,19,0.0023090708856806927,0.0023120114653322255,-10.345943833708404,-10.358659557514919
20,20,0.002292252066497182,0.0023027211917858374,-10.372163842811783,-10.376145814193727
21,21,0.0022857889230603104,0.0022958173465571904,-10.38645737210893,-10.389186062152431
22,22,0.00227087896950927,0.0022820601680953252,-10.418688226733595,-10.415288484766554
23,23,0.0022647653240710497,0.002276935970018569,-10.42724131871665,-10.425051212431294
24,24,0.002292309892507865,0.0022890166207951935,-10.374746285644294,-10.402069930395088
25,25,0.0022644122952076885,0.0022824540930358986,-10.426244385501517,-10.41453887848377
26,26,0.0022620246409601774,0.0022798587788680665,-10.435687580026553,-10.419479928232533
27,27,0.002262777663268072,0.002269697387849814,-10.440347338106319,-10.438879813514127
28,28,0.0022540495601319466,0.0022773875266705688,-10.44987367357258,-10.424190015096428
29,29,0.00225998458606143,0.0022650692415864845,-10.448163686043273,-10.44774456553214
30,30,0.0022510350345797147,0.0022647614272213296,-10.460087130444233,-10.448334795455583
31,31,0.002233001785160801,0.0022515017710822193,-10.486177346998215,-10.473836462593656
32,32,0.002222140396455514,0.002251823187658661,-10.51031806857942,-10.47321652311757
33,33,0.0022501318965145608,0.0022461542271469768,-10.460653671604359,-10.484163663776094
34,34,0.002222907806256997,0.0022491481228682554,-10.512656721580733,-10.478378813360475
35,35,0.0022209821096093384,0.0022398745028400107,-10.515044280683405,-10.496322531050204
36,36,0.0022182143533352725,0.0022341315266921334,-10.515473333059596,-10.507472020810111
37,37,0.0022083338705304358,0.0022294795581776846,-10.53425035422067,-10.51652444472822
38,38,0.002225182967298885,0.002233994181120866,-10.508892945363485,-10.507739016090166
39,39,0.002208105895725876,0.002224580593113052,-10.540217773899304,-10.526077949980923
40,40,0.0022181208682313714,0.002222844056392971,-10.519210085772656,-10.529469433425456
41,41,0.0022291584281231634,0.0022357635347074584,-10.498586545709014,-10.504300706507488
42,42,0.002207370278108673,0.0022485328862737668,-10.540105847687789,-10.479566953911908
43,43,0.0022087921100409375,0.002234794456805838,-10.530940643390931,-10.50618353720826
44,44,0.0022216767922389447,0.0022425864283975804,-10.508971511471382,-10.491067496073862
45,45,0.002215338145987582,0.0022379800701807988,-10.517462184842659,-10.499997244848531
46,46,0.0022256621771693692,0.0022554210583238224,-10.509114669962878,-10.466283081648314
47,47,0.0022330749395889104,0.0022472910411459835,-10.493486599919336,-10.481966187106082
48,48,0.00223352465077697,0.0022548590541670195,-10.483282302378916,-10.467365388286844
49,49,0.0022330354903968646,0.0022543856849599826,-10.491731008697165,-10.468277211206946
50,50,0.0022387347548969627,0.002254358676605319,-10.479148503121149,-10.468329241565979
51,51,0.0022235449629154093,0.0022475136027328277,-10.516242413793051,-10.481536102700698
52,52,0.002226547731720295,0.002259992491944056,-10.497752610946867,-10.457489428301356
53,53,0.002227597939541813,0.002249120183191017,-10.502532542759903,-10.47843276322218
54,54,0.0022348239009758247,0.002253482069231962,-10.487860358331512,-10.470018324083789
55,55,0.002223839114429717,0.002240925095975399,-10.501534804676336,-10.494285989135202
56,56,0.0022384089960227,0.0022567459382116795,-10.47497204548806,-10.46373269713702
57,57,0.0022398587844344145,0.002243387206506572,-10.481103426995102,-10.489517003155438
58,58,0.0022274140321371172,0.0022573549128872784,-10.491425673378414,-10.462560927380164
59,59,0.0022322840282943137,0.0022530354265319673,-10.495147043148087,-10.470879185983506
60,60,0.002241406114483924,0.002256242938241676,-10.481647547932573,-10.464700792198872
61,61,0.0022606324385275544,0.0022648341071448827,-10.433986662956727,-10.448195425441163
62,62,0.0022296938593931418,0.00225786820642258,-10.493663430557813,-10.461573509726383
63,63,0.002244114479741331,0.0022530963056181606,-10.470142200592374,-10.470761837211786
64,64,0.0022459939631066985,0.0022588574548104874,-10.465133143158067,-10.459671135505797
65,65,0.002230138285085559,0.0022627013907032577,-10.487711490623624,-10.452286954048768
66,66,0.0022604002871733043,0.00226932255502202,-10.438842939989463,-10.439597095355433
67,67,0.0022517959035203323,0.0022537185271319592,-10.450608930730624,-10.469562642739819
68,68,0.0022555720733152223,0.002269906347225371,-10.4461473540934,-10.438479999305194
69,69,0.0022547731833705274,0.0022706199731481703,-10.44893342076531,-10.437114854469115
70,70,0.0022589747323510574,0.0022770290655132973,-10.451458391977013,-10.424873649102015
71,71,0.002264957020500886,0.002277678258619026,-10.426992857910884,-10.423635628894116
72,72,0.002268884427000567,0.002285223270423318,-10.424027339334259,-10.409273013535733
73,73,0.0022535915078460865,0.002268815854270207,-10.453785033679699,-10.440566908620504
74,74,0.002252468635260905,0.0022764672574244046,-10.453051750017657,-10.425945309807677
75,75,0.002268525637379012,0.0022832700296452173,-10.42332269838996,-10.412986630641978
76,76,0.002260193754390804,0.0022842143907358774,-10.438387398119904,-10.411190758872337
77,77,0.0022610205720111575,0.0022976308521863663,-10.434693970740819,-10.385756849523943
78,78,0.002273424413324017,0.002292628069163153,-10.418374579076312,-10.395223339143012
79,79,0.00228009787244127,0.00228960593966277,-10.40692216419751,-10.400951961266585
80,80,0.0022524469796107293,0.0022937939992468607,-10.447372639498516,-10.393015269301229
81,81,0.0022918686424334023,0.0022968840417697243,-10.380045124108028,-10.387168688002292
82,82,0.0022813529544269914,0.0022919084754233297,-10.401954115341178,-10.396586685644646
83,83,0.002277593543637813,0.0023022083761660675,-10.403152966896844,-10.377113094980693
84,84,0.0022793462591188165,0.002298860210239103,-10.402318987653665,-10.383433758174188
85,85,0.0022801233301918532,0.0023035528505907245,-10.398637315602166,-10.374577584295155
86,86,0.0023139229010713776,0.002321309385527121,-10.334968803000406,-10.341229118379506
87,87,0.0022860224713984224,0.0023123143167283976,-10.386731544098613,-10.35809071052368
88,88,0.002305921433570305,0.002315099326599585,-10.349438364868131,-10.352863105393176
89,89,0.0022926023902045084,0.002315038324970948,-10.373814745348716,-10.352977541173274
90,90,0.002284177557382848,0.002321935111754819,-10.390251630105023,-10.340058603022515
91,91,0.0022872014177636696,0.002302728593349457,-10.396560558857498,-10.37613185482651
92,92,0.0022916318296656475,0.002311297729121227,-10.382162516360562,-10.360000465887676
93,93,0.002287553294475392,0.00231261263405414,-10.38811784513858,-10.357530452729408
94,94,0.002302926031334959,0.002310132313715784,-10.365482779147978,-10.362190841964978
95,95,0.002306982075565101,0.002309316511903154,-10.356518966202353,-10.363724783535107
96,96,0.002294222617848325,0.002317503560334444,-10.371822505209405,-10.348355291693263
97,97,0.0022756187821325567,0.002305358685062904,-10.403979386135964,-10.371174333959086
98,98,0.0022927425662535674,0.002317334035117375,-10.374204946587028,-10.348672989411181
99,99,0.0022834405859874698,0.002311415308596272,-10.399208216223986,-10.359779538839895
100,100,0.0022812873153880086,0.002304425548860117,-10.397474549015062,-10.37293257637871
101,101,0.0022770062607434605,0.0023146893731073328,-10.399995773055895,-10.35363221410001
102,102,0.002302706467237362,0.002303312961502295,-10.360407516249657,-10.375029876641914
103,103,0.002298634132063112,0.0022975330878245203,-10.377333872832534,-10.385941646077177
104,104,0.0022678826359513495,0.002313063786316075,-10.41705075190276,-10.356683299056424
105,105,0.002280750518338275,0.0022925270574265405,-10.396848634680538,-10.395414690748852
106,106,0.002278077579343442,0.00228398132726158,-10.397617992850435,-10.41163390179859
107,107,0.002262308910373867,0.0022876206540355555,-10.424235139279919,-10.404719302163162
108,108,0.0022747730884278556,0.0022831969453315985,-10.418486804109687,-10.413125644519862
109,109,0.0022778977116704293,0.0022968945191486887,-10.404929083845802,-10.387148877435418
110,110,0.00227127638021388,0.0022790270587919573,-10.419470455106325,-10.421064576132974
111,111,0.0022689799859774173,0.0022838312740388667,-10.419427742413278,-10.41191923437384
112,112,0.0022639134951588724,0.002281031938955972,-10.431027660871067,-10.417245728838928
113,113,0.0022641768746231635,0.0022833362760904586,-10.432416471232628,-10.412860626937302
114,114,0.002263788169864373,0.0022746295128998006,-10.433486559346214,-10.429452694466104
115,115,0.002266341957177237,0.002278468902467897,-10.430516691600202,-10.422128336649061
116,116,0.002247127112644465,0.0022784615254127665,-10.468885369405239,-10.422142397931701
117,117,0.0022350421040942987,0.002264352686899273,-10.485184918018305,-10.44911867354922
118,118,0.0022400658020807294,0.0022564276342133156,-10.48082888996385,-10.464345293431258
119,119,0.002235877414032356,0.0022589865042582937,-10.482330706981442,-10.459423028383911
120,120,0.0022277017580057236,0.0022549858243253672,-10.500651465791822,-10.467121230974396
121,121,0.002236572358296397,0.002256616582407763,-10.478698887864306,-10.463981640188244
122,122,0.002223296887865386,0.0022516490180829636,-10.506276191725663,-10.473552445633455
123,123,0.0022209746926331645,0.0022417544264738496,-10.511564076940322,-10.492679032128988
124,124,0.002205672085803655,0.0022425059180118537,-10.54070023992356,-10.491223413560327
125,125,0.0022238230443146732,0.0022262378693803362,-10.511424557896575,-10.52284373147842
126,126,0.0022008638545755565,0.0022348565000452495,-10.546992959072298,-10.506062968346049
127,127,0.0021868702144237214,0.0022255132146375744,-10.574275523853913,-10.524257618072285
128,128,0.002197294995265523,0.002218781039118767,-10.564515890803442,-10.537414932814988
129,129,0.002208371490681755,0.0022262356023451217,-10.539472241482983,-10.522848154012951
130,130,0.002192458826760502,0.0022083754822807876,-10.557350971144924,-10.557830222925901
131,131,0.0021821742315690233,0.0022023920410949934,-10.591185324339579,-10.569613102300119
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134,134,0.002180601724605892,0.0021928565478638597,-10.590117010086498,-10.588457172235639
135,135,0.002179771497336783,0.002220569889208204,-10.590228399040305,-10.533914926722272
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137,137,0.002186721738082232,0.002207398463628794,-10.57725594302669,-10.559752032427017
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