,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.004031647800842358,0.003864832418529611,-10.93069705939671,-11.10033385356705
1,1,0.003747157346860496,0.0036246177348259246,-11.24089029565008,-11.379018416781415
2,2,0.0035495046122940546,0.003437265275830501,-11.485984422036765,-11.609510020237437
3,3,0.0033827215029867655,0.0032887866254895926,-11.696209100205113,-11.801283551177175
4,4,0.0032318285306358768,0.0031536090996508535,-11.897183810270139,-11.983561926662333
5,5,0.0031078713081930717,0.003030620576617749,-12.064904404053387,-12.156324851681692
6,6,0.0029802683779259318,0.0029209646347321963,-12.24238885366896,-12.316377539167325
7,7,0.002904418961519433,0.002826620849143518,-12.36549799192897,-12.458964947600231
8,8,0.002807830688399599,0.002723740205462826,-12.507039446235853,-12.619983712086281
9,9,0.0027007407643208185,0.0026420039541431165,-12.680379556926587,-12.75230589484148
10,10,0.0026173539046851014,0.002565441297759351,-12.807013164960292,-12.880019711375505
11,11,0.0025491180911314548,0.0024910077673236004,-12.941760333840433,-13.007889710161724
12,12,0.0024800885771161193,0.0024200291372835636,-13.050251568740157,-13.133434578066947
13,13,0.002410471720198534,0.0023617479631579236,-13.174810842868698,-13.23930503268134
14,14,0.0023219804015471458,0.002295127836987376,-13.32424952557739,-13.363571723073937
15,15,0.002282275823088958,0.002243759845824618,-13.401414623955016,-13.461876810972747
16,16,0.0022205282986816977,0.002192343903803512,-13.518383235060726,-13.562553716358543
17,17,0.0021924084129253613,0.002142665233757151,-13.587049647117764,-13.662097298111169
18,18,0.0021378897087283664,0.0021021440257563404,-13.690721651835332,-13.745015848957149
19,19,0.0020907414025751895,0.002064976681906142,-13.787173498165009,-13.822489008604943
20,20,0.0020517103683645116,0.0020349430177654874,-13.864876341550827,-13.886118000793772
21,21,0.0020297651068720314,0.001998158631307122,-13.916826953383783,-13.965340893952561
22,22,0.0019776208335821775,0.001973362259664818,-14.022215910601403,-14.019572346362503
23,23,0.0019545568916562598,0.001928937002575319,-14.075983894779785,-14.11846008557022
24,24,0.0019422331764890823,0.0019082281812045135,-14.104746692603038,-14.165337474151228
25,25,0.0019150723477575889,0.0018912358577118109,-14.16760009168887,-14.204183592729587
26,26,0.0018921381177035037,0.0018731095509505586,-14.210432801739543,-14.246008744213487
27,27,0.0018729666852843516,0.0018613891136881552,-14.267470556775406,-14.273268831297772
28,28,0.0018617426772534694,0.001839040845975672,-14.290715000727568,-14.325726775148917
29,29,0.001831644931184032,0.001820654669580491,-14.35251857243674,-14.369364734099053
30,30,0.0018214740149542382,0.0018107346994312185,-14.384838641171989,-14.39309228614663
31,31,0.0018244626783026556,0.0017978254534108075,-14.385324162371024,-14.424165279204392
32,32,0.0018001457330645975,0.0017770949849172642,-14.440151782484023,-14.474534114801239
33,33,0.001789486699391963,0.0017747737062898906,-14.467905931214407,-14.480210668356555
34,34,0.0017716820752632218,0.0017591664861691626,-14.500564289844633,-14.518571100483035
35,35,0.0017652348687238607,0.0017384560288567293,-14.52758248473452,-14.570003422937907
36,36,0.0017463795183053643,0.0017289523537711877,-14.56338566101067,-14.593810275361694
37,37,0.0017340483357553783,0.0017196492867936428,-14.599079474388073,-14.617241688293273
38,38,0.0017128868230148074,0.0017029476462324198,-14.655078927182545,-14.659627561076816
39,39,0.0017017586728001071,0.001704229605629256,-14.675802493721854,-14.65635947211527
40,40,0.001697556379721644,0.0016851724725902865,-14.694794243817311,-14.705196964658489
41,41,0.0016908429229401589,0.0016805490625924186,-14.708794533378953,-14.717128567981195
42,42,0.0016880026615234379,0.0016622894970504077,-14.722809758312334,-14.764573918902379
43,43,0.001676195794380433,0.0016646855817127385,-14.755427377240087,-14.758318347385886
44,44,0.0016728827295364025,0.001659138030127475,-14.75609377718576,-14.772815345783181
45,45,0.0016587624391156835,0.0016469952380774838,-14.79492166562464,-14.804717092428753
46,46,0.0016429763210495723,0.001643439209529836,-14.825993790734218,-14.814104084946432
47,47,0.0016425727007276926,0.0016316412764258291,-14.835686452357852,-14.84539369404462
48,48,0.0016274741027485003,0.0016298121098723066,-14.867243711107285,-14.850265123618351
49,49,0.0016281533345445683,0.001621527174536727,-14.87316635030381,-14.872398215074485
50,50,0.0016289125376659417,0.0016153970010284531,-14.863594303677164,-14.888847804661465
51,51,0.0016234063101721178,0.001621125174049092,-14.889361396431468,-14.873475028593967
52,52,0.0016103555693185514,0.0016077024629339576,-14.911099274547851,-14.909583756629468
53,53,0.001616547448253355,0.0015904829518771486,-14.904744881256832,-14.956350344101478
54,54,0.0015953099043060517,0.0015993895634126506,-14.96543384172936,-14.932097949838923
55,55,0.0015924037662190722,0.0015925262613516104,-14.973271112701356,-14.950774500036765
56,56,0.0015912171388429003,0.0015918647833658677,-14.969912008031818,-14.952578777458768
57,57,0.0015965994476273503,0.0015816570100325503,-14.962031145159827,-14.980517422337696
58,58,0.0015928383134113451,0.0015774389704395282,-14.97070605386423,-14.992114869326494
59,59,0.0015960151999324713,0.0015813621177681182,-14.959802823837634,-14.98132721879099
60,60,0.0015801276505166262,0.0015598900959287818,-15.002685589646894,-15.040700520942298
61,61,0.0015778774455592957,0.0015683142456079,-15.00549927536579,-15.017309654074204
62,62,0.001580716720446176,0.0015734240510746052,-15.004350180510556,-15.003182683174757
63,63,0.0015763223672900157,0.0015576318592617387,-15.011827184224664,-15.046992312364845
64,64,0.0015663859859281748,0.0015643125056828324,-15.039216966492418,-15.028405355227259
65,65,0.0015778050040250126,0.0015614864073301617,-15.011967069427863,-15.036258446794982
66,66,0.001560899005367507,0.0015558434013081225,-15.054177133495955,-15.051981704865486
67,67,0.0015754206982182013,0.0015589464639656637,-15.010653763996203,-15.04332851480581
68,68,0.0015605859249619017,0.0015530217573732923,-15.062312653024929,-15.059865126401837
69,69,0.001568480530398485,0.0015547976485992734,-15.035460753032377,-15.05490177594223
70,70,0.001561887445859611,0.001551642413496187,-15.051936851678331,-15.063724103997602
71,71,0.0015603695772876292,0.001555195476516689,-15.05374582840652,-15.053790683645419
72,72,0.00157451190740907,0.0015615225696053944,-15.028473511596935,-15.036157870224736
73,73,0.0015669944336080982,0.0015490708725624963,-15.04088041451794,-15.070927648411455
74,74,0.0015716220866696736,0.0015653447909770829,-15.023780861483644,-15.025540403695476
75,75,0.0015726422761403716,0.0015647242421676453,-15.028476517987471,-15.027262416369108
76,76,0.0015693798087556491,0.0015639859729593521,-15.036657453265818,-15.02931199096839
77,77,0.0015600866352486395,0.0015591744358014119,-15.043190624323149,-15.042693472652836
78,78,0.0015739802074301796,0.001555031692413123,-15.022656447534814,-15.054248081311918
79,79,0.001578898826786845,0.001582961621400165,-14.998903533120965,-14.976936671441187
80,80,0.0015785386821869569,0.0015741711372117464,-15.005133628536388,-15.00112107503552
81,81,0.0015855030787955086,0.001572960748729345,-14.987318673251682,-15.004461672657962
82,82,0.0015839733562633856,0.001585428229239034,-14.989752197800614,-14.970174660196651
83,83,0.00159030860606773,0.0015928517953541718,-14.967788859694746,-14.949886833838534
84,84,0.001606259767455769,0.0015991607337797944,-14.93905670547229,-14.932719352898316
85,85,0.0016109886010340654,0.0016003295681194256,-14.925053074939797,-14.929546232940794
86,86,0.00161141340174357,0.001609309502926312,-14.913007016699812,-14.905244769604622
87,87,0.0016080949397892068,0.0016061826486532624,-14.92387396696699,-14.913691227692729
88,88,0.0016261544474640611,0.0016137578426615189,-14.878081294847817,-14.893256868514563
89,89,0.0016252509925572067,0.001623267044411286,-14.876545505362888,-14.867740810584827
90,90,0.0016302702343571431,0.0016287244170119888,-14.862321893341552,-14.853164456008145
91,91,0.0016523640213975893,0.0016457123228495842,-14.801087951858925,-14.808101316640048
92,92,0.0016439530299976468,0.0016491603669955542,-14.824554559677852,-14.799011635589775
93,93,0.001655859591861822,0.00165503470864343,-14.802120195284354,-14.783569467122312
94,94,0.0016620053067208105,0.0016612872285278219,-14.781510572137357,-14.767193263890501
95,95,0.0016592362206717282,0.0016599992094071287,-14.793058729058329,-14.770561715454065
96,96,0.001682670350119318,0.0016648776547395084,-14.733646671128987,-14.757817283133205
97,97,0.001670295537026964,0.0016811063549922484,-14.75437135150581,-14.715688628509682
98,98,0.0016826108834927076,0.0016723692686738151,-14.728742557729113,-14.7383187435754
99,99,0.0016934755810334818,0.0016994185157512363,-14.706943045025662,-14.668637070169005
100,100,0.0017024594030256586,0.0017092948301548237,-14.676963809503965,-14.643470736633827
101,101,0.0017155872168230642,0.0017073880452172536,-14.653625907441016,-14.64831816493046
102,102,0.001710230159362029,0.0017069902234269601,-14.652623071391828,-14.649330189934684
103,103,0.0017316678056454996,0.0017118431492953708,-14.609145040900104,-14.637000835962182
104,104,0.0017191514267211722,0.001717978255137017,-14.636212242473976,-14.621463901874394
105,105,0.0017403161030781177,0.0017151210187493187,-14.593969517607094,-14.628692835174473
106,106,0.001728331808183227,0.001716105059083355,-14.614221539150606,-14.626201811330139
107,107,0.0017417142030869408,0.001743100148527638,-14.581847657334466,-14.558417128534622
108,108,0.0017293558573619147,0.0017363971810003644,-14.603694932582867,-14.57514980647545
109,109,0.0017339068023276697,0.0017417329486067359,-14.596628454952054,-14.56182485220586
110,110,0.0017366654842074232,0.0017345303020096924,-14.59016634346244,-14.579821614377996
111,111,0.001734701209682395,0.0017450618263530103,-14.586313266997095,-14.553532344222528
112,112,0.0017443518358349953,0.001745945363501577,-14.570041885723326,-14.551334036997684
113,113,0.0017407170050422248,0.001739733999497012,-14.586227212362253,-14.56681201811206
114,114,0.0017480970103504886,0.0017497866586046783,-14.5656106328319,-14.541789518553196
115,115,0.0017533603870818757,0.0017437006187576212,-14.559569484309272,-14.556921310864432
116,116,0.0017547065718579538,0.0017444223692444595,-14.551476217250867,-14.555124056241837
117,117,0.0017498174271805538,0.0017436406955024914,-14.560221954400996,-14.557070561176907
118,118,0.0017599884394229842,0.0017532790202255313,-14.538152843383973,-14.533130166875042
119,119,0.001746799682804681,0.0017441263250810536,-14.564079833050428,-14.555861155581082
120,120,0.0017553193533082598,0.001747482333724436,-14.54184226649537,-14.547512588337188
121,121,0.0017449521800483932,0.001750523328634077,-14.565991865487966,-14.539961499122683
122,122,0.0017393009482700493,0.0017424693858054908,-14.581280349489841,-14.559988962175643
123,123,0.0017630704114520827,0.0017439773808674592,-14.533163863533582,-14.556232048510696
124,124,0.0017594509054762648,0.0017548967704274936,-14.539487516686506,-14.529124780158202
125,125,0.0017510855800865852,0.0017458757226306357,-14.556780996956542,-14.551507268358758
126,126,0.0017479549848580175,0.0017476835116547974,-14.564412838936951,-14.54701263801152
127,127,0.0017432195804149065,0.0017389247230695265,-14.57591400824902,-14.568832706665681
128,128,0.0017632803766863402,0.0017469538816888082,-14.533809258905737,-14.548826126720066
129,129,0.001758185775768127,0.0017532824697953306,-14.543794964153474,-14.533121622156045
130,130,0.0017523968282645358,0.0017567432583554794,-14.551649543875902,-14.524557571757803
131,131,0.0017610267188745675,0.0017450831609925157,-14.531897416156918,-14.553479248914199
132,132,0.0017479525425365752,0.0017524715206634841,-14.568177400803364,-14.535130837522011
133,133,0.0017624644468989723,0.0017477598678516714,-14.529629668624253,-14.546822899135122
134,134,0.0017449884740251703,0.0017473054620878476,-14.567289506906011,-14.54795218227152
135,135,0.001754559910155295,0.001748730134414999,-14.546190224540947,-14.544412588080483
136,136,0.001740296366480515,0.0017462777108640264,-14.579627851090569,-14.550507419551153
137,137,0.001756009208902563,0.0017505996787038289,-14.5489286128778,-14.539772083247138
138,138,0.0017486423633262976,0.0017471212317774956,-14.553204606073106,-14.548410112651917
139,139,0.0017508019623586658,0.0017585427206205694,-14.546662075337728,-14.520111295665012
140,140,0.0017572240723949886,0.0017531139310449362,-14.539144684256279,-14.53353911887331
141,141,0.001748648710961732,0.0017505927918184745,-14.560703988196341,-14.539789168490705
142,142,0.0017622463601958199,0.0017532093058291235,-14.531885182908555,-14.533302855758379
143,143,0.0017436928843080845,0.0017463470086161244,-14.57655740073722,-14.550335081359876
144,144,0.0017454970133558068,0.0017432070423015638,-14.571574094564735,-14.558150810200413
145,145,0.0017446692032048229,0.0017468757118637625,-14.575327239288802,-14.54902046203474
146,146,0.0017465037610573868,0.001743374269847807,-14.571005163827,-14.55773420726413
147,147,0.0017680820874562582,0.0017406770984004986,-14.525465572545775,-14.5644583728203
148,148,0.0017583794992647528,0.0017550842419854905,-14.535942382102993,-14.528660858199984
149,149,0.0017521800965397166,0.0017490035817517263,-14.549629112922325,-14.543733538848551
150,150,0.0017617746573133568,0.0017489527511459432,-14.52943896909173,-14.543859757986265
151,151,0.0017495036218795426,0.0017460745661274384,-14.557232026327686,-14.551012664333065
152,152,0.0017460366559800568,0.001751143926460492,-14.572895192045848,-14.538422105487134
153,153,0.0017520211212164194,0.001743007218465209,-14.553811132624634,-14.558648670533056
154,154,0.0017499348506350646,0.0017477567491464708,-14.554323659506249,-14.546830648698963
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158,158,0.0017455685223673576,0.0017433940298169066,-14.561979407629707,-14.557684983198719
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160,160,0.0017492173482020646,0.0017463682452216744,-14.557074636471805,-14.550282268920643
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162,162,0.0017553265002488937,0.0017515488679667836,-14.540370429789897,-14.537417941703549
163,163,0.0017503039976197881,0.0017429811414331198,-14.564799639346475,-14.558713645570101
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170,170,0.0017510879431976024,0.0017386641365623003,-14.551092073401172,-14.569483567287374
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172,172,0.001742879869704394,0.0017374811301890173,-14.571728824178148,-14.572439560897434
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