,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.004569605837777718,0.004373844614938686,-10.39831567368983,-10.583087301622756
1,1,0.004296507062294434,0.004169314658563388,-10.66236076773932,-10.791074077983897
2,2,0.004128446468852998,0.004024563210183068,-10.831494791705696,-10.944533275535704
3,3,0.004001992733035351,0.003920960068506629,-10.96283117403972,-11.057796609869017
4,4,0.003897327449672001,0.003838800763907401,-11.082538830364966,-11.149765078515664
5,5,0.003847980372530898,0.003773171234091646,-11.142887484300367,-11.22465565601929
6,6,0.0037718389240890436,0.003719026676232093,-11.21848263408603,-11.287427868823013
7,7,0.0037098770826747736,0.0036531313886179737,-11.294084843031724,-11.365067880669503
8,8,0.003667290843351139,0.0036204067598048007,-11.34587184820317,-11.404147132945383
9,9,0.0036556681992543725,0.0036106783725125225,-11.37056902040852,-11.415832757967351
10,10,0.003621496267367116,0.003600320803295625,-11.394055240442711,-11.428308805018897
11,11,0.003609426372406102,0.003599896781930798,-11.415372332758107,-11.428820317725245
12,12,0.003615077712198662,0.0035965214851067253,-11.403377936603729,-11.432894213484428
13,13,0.0036257672262829297,0.003596942675741095,-11.398007712327798,-11.432385638576832
14,14,0.0036026242563558606,0.0036099878458404227,-11.420908384670303,-11.416663406871885
15,15,0.003613091484384285,0.003610188962499562,-11.413921181707252,-11.416421463059084
16,16,0.00362926725653413,0.0036135391993938307,-11.399002584887075,-11.41239310133793
17,17,0.0036363468899093952,0.0036164058225327416,-11.385241959132752,-11.408949206059644
18,18,0.0036611514857288487,0.0036194292019660537,-11.358869732805825,-11.405319943986768
19,19,0.00364218740099945,0.003624992628924941,-11.377929820534893,-11.398649525946226
20,20,0.003640151633064925,0.0036320577767726624,-11.381994843394017,-11.39019331985154
21,21,0.0036466806195676327,0.0036332952716436827,-11.368248575981994,-11.38871386745471
22,22,0.00364517665602574,0.0036274725203647427,-11.374545244230916,-11.39567949248083
23,23,0.003650396186186327,0.003636059498316363,-11.361233310929046,-11.385410992614984
24,24,0.00365013477258077,0.003636330954338375,-11.360166379661242,-11.385086775005213
25,25,0.003651985471357697,0.0036358865664193503,-11.365728733557141,-11.38561754906621
26,26,0.0036454700970465375,0.0036332180331412113,-11.371677512490127,-11.388806193041983
27,27,0.0036507122741877727,0.0036348519895813966,-11.365775361506621,-11.386853492323967
28,28,0.0036641697917786454,0.003638973018448604,-11.351277934789902,-11.381932449306547
29,29,0.003668859627424288,0.0036371753698116855,-11.344645257528178,-11.38407838932217
30,30,0.0036360771760114074,0.0036148148907446547,-11.378826531975276,-11.410860177761917
31,31,0.003635961535991621,0.0036145690093307118,-11.388669054369414,-11.411155596964427
32,32,0.003620839269697359,0.0036016274243593216,-11.403388530070677,-11.426732958300228
33,33,0.003631986735254219,0.0036007056968580735,-11.39729914117158,-11.427844545790167
34,34,0.0036110043640910964,0.00359275173640957,-11.404973157401585,-11.437448724509228
35,35,0.0035954929033735978,0.0035858839799306893,-11.430667938439143,-11.445758464046527
36,36,0.0035927396594095475,0.003576760609193068,-11.434351446731096,-11.45682206398147
37,37,0.0035813673178559727,0.0035686722932089317,-11.444012462319805,-11.466654113482424
38,38,0.003576418300898573,0.0035566256969775025,-11.449568608880135,-11.481339184229126
39,39,0.0035723599619664173,0.003547090534610968,-11.465992208601945,-11.492998070231435
40,40,0.003578509141681428,0.0035487507641511528,-11.459704355063046,-11.490965813559411
41,41,0.0035492937949476474,0.003533505699842384,-11.488901918679861,-11.509662842014363
42,42,0.0035398857855266823,0.0035246288845021474,-11.50413350268205,-11.520586844399654
43,43,0.003516557871258443,0.0035074579186345402,-11.530975309022065,-11.541796112018538
44,44,0.0035137395499293335,0.0034947570682944437,-11.52550162370501,-11.557550884694297
45,45,0.003512656611400013,0.0034881294337346367,-11.541160152806336,-11.565794885168506
46,46,0.0035174011886503894,0.003485064046751512,-11.535037972305446,-11.569613166537437
47,47,0.0034747222875312123,0.003464187703732597,-11.577766195463514,-11.595706645879403
48,48,0.0034906568687370757,0.003451855620369315,-11.557562629599467,-11.61119458075853
49,49,0.003471714180423734,0.0034366428950115256,-11.579649792017577,-11.630376738970911
50,50,0.0034361640471465807,0.003428407613874266,-11.618974970174145,-11.640796294852649
51,51,0.003459294782663436,0.003428507118338817,-11.596077521154768,-11.640670249126345
52,52,0.003435500403002058,0.003409325770151458,-11.625569583894224,-11.66503579201045
53,53,0.003431723618726294,0.00339537801368064,-11.634233594321888,-11.68283948294489
54,54,0.003413384487449201,0.0033890544191787116,-11.6486261307864,-11.690935379014178
55,55,0.003412254526731126,0.0033852980888791776,-11.657446204573636,-11.695751643554729
56,56,0.00338578282269774,0.003367986235963671,-11.695260836462008,-11.718017724175668
57,57,0.0033759423219550822,0.003359333452719607,-11.699809824004813,-11.729189656719905
58,58,0.003384212965683378,0.0033450917781967866,-11.695887300459656,-11.747640425423622
59,59,0.003378230319886478,0.0033258330076932907,-11.705161608029863,-11.772716411927124
60,60,0.0033635530265566614,0.003327843586080953,-11.73169064187556,-11.770091748364155
61,61,0.0033425734781650537,0.0033095746399148516,-11.748635447870846,-11.79399900349198
62,62,0.003326127896104584,0.0033006138952547,-11.77099770596967,-11.805773567326984
63,63,0.003334844650547068,0.0032878957419215063,-11.764938285280726,-11.822540426533001
64,64,0.003288706819786085,0.003272340951585456,-11.813711880602646,-11.843135330605094
65,65,0.0033076105149674045,0.003274767108163551,-11.797473751728678,-11.839916607307067
66,66,0.0032989423621215463,0.003257331009464044,-11.801684338813779,-11.863101866620791
67,67,0.003275997442260538,0.0032441244754744204,-11.834811001088648,-11.880745708799891
68,68,0.003271969666550915,0.0032366800710166756,-11.834976109173736,-11.890723066320392
69,69,0.003257031026824387,0.003233272349461913,-11.858494314386952,-11.895297921613807
70,70,0.0032418078776525775,0.003224557106334128,-11.876626890999676,-11.907020077866582
71,71,0.003241079809028924,0.0032206348903281124,-11.882823330070941,-11.912305869133625
72,72,0.0032476313969062778,0.0032136846015131787,-11.881068116365654,-11.921688285588958
73,73,0.0032316603549016813,0.0032038153516814895,-11.897263659465985,-11.93504602350141
74,74,0.0032325121238059606,0.0031894062474173935,-11.899331084880458,-11.954622398166098
75,75,0.0032092837458380413,0.0031896897003446754,-11.919315126360813,-11.95423644365691
76,76,0.0032123008853343037,0.0031782526669925765,-11.922823382388241,-11.969836603106941
77,77,0.0031926314893764318,0.00317207770422101,-11.94847928732166,-11.97828263015156
78,78,0.003213167913046848,0.003165099046830284,-11.9263107489442,-11.9878477527293
79,79,0.0031883020467633745,0.003157516414495675,-11.955720282421623,-11.998264634730663
80,80,0.003181314458302462,0.003151375101879239,-11.962654191209392,-12.006719809515275
81,81,0.0031646662535741157,0.0031441245105509694,-11.986247472200912,-12.016723441921048
82,82,0.003160538600719313,0.0031365795845263882,-11.994791430574807,-12.02715769026468
83,83,0.0031502666287892256,0.003130386706049505,-12.005360979267465,-12.035740898472111
84,84,0.0031502396108332984,0.003126740651695352,-12.000185319763801,-12.040802203366237
85,85,0.0031424810769055613,0.0031122144826344752,-12.012519968209025,-12.061025610427894
86,86,0.003121330124354854,0.0031048678425385765,-12.035314336383573,-12.071289610717423
87,87,0.003117952044553978,0.003099057823419571,-12.046405655134091,-12.079424008570232
88,88,0.0030897389545307026,0.003087367335530488,-12.084140792073942,-12.095837754130718
89,89,0.0031103735439210515,0.0030876826127304844,-12.057195181001713,-12.095394281933752
90,90,0.003095477641819371,0.003082242806589133,-12.072800419102943,-12.103052327181945
91,91,0.0030641793681443043,0.0030743059285573268,-12.117041944611637,-12.114249978303116
92,92,0.003092247253456681,0.003075157574034835,-12.086177925261811,-12.113047060573372
93,93,0.0030915230757451242,0.0030701496932459505,-12.083442059752155,-12.120125292399653
94,94,0.003095846894417995,0.003069632024945397,-12.08290547095292,-12.120857632724565
95,95,0.003079918465221819,0.003062720177695155,-12.103802673044381,-12.130647606595863
96,96,0.003086110041716818,0.003061779983047592,-12.093044837033613,-12.131981009616004
97,97,0.003071523897983518,0.0030557123061857724,-12.11763906512514,-12.140596171903457
98,98,0.0030794688932520827,0.003046855293704491,-12.101566706281213,-12.153202519263498
99,99,0.0030704485900584877,0.0030465320634998775,-12.112964382856688,-12.153663271505726
100,100,0.0030702244485584424,0.003048327530881292,-12.123006968644548,-12.151104519867015
101,101,0.003046101900105624,0.00304394291321698,-12.147283328318272,-12.157355770868147
102,102,0.0030528287302472234,0.0030404517525120787,-12.147235133308762,-12.162339642162724
103,103,0.0030530317681697534,0.003037015797178212,-12.143768014898697,-12.167250294793448
104,104,0.003056641831302766,0.00303869832944321,-12.128843346141323,-12.164844933113276
105,105,0.0030546472599902717,0.003037769151361365,-12.144632693567914,-12.166173128871984
106,106,0.0030464490073896255,0.0030367445372241108,-12.148606927452548,-12.167638214944457
107,107,0.003039949302340752,0.0030371779943571277,-12.15982032879208,-12.167018358367914
108,108,0.00304692836968017,0.0030380314534628077,-12.152727583396093,-12.165798145021366
109,109,0.003058833240521784,0.0030383595240939605,-12.136191075653596,-12.16532918485916
110,110,0.0030621783111782113,0.003042389099535189,-12.133218698579878,-12.159573240178576
111,111,0.0030355663062793387,0.0030346454831918605,-12.167019203993242,-12.170641176759391
112,112,0.0030559875123855685,0.00303873167324223,-12.138933152630313,-12.164797278009347
113,113,0.0030473688084478538,0.003037194905214404,-12.155557241006782,-12.166994177132679
114,114,0.00304855598549637,0.0030358515581802316,-12.145540230016902,-12.168915480443147
115,115,0.0030232362890827286,0.003035890906559009,-12.18339672062671,-12.16885919088912
116,116,0.003041522438186653,0.0030390636529773474,-12.15506647342779,-12.164322839633357
117,117,0.003048049660457164,0.003037520770081564,-12.15065692488496,-12.166528241535513
118,118,0.0030568415135836476,0.003041359890056284,-12.131157901318533,-12.161042663070416
119,119,0.0030248392416529126,0.003042318098443119,-12.174172733069831,-12.159674593888765
120,120,0.003041172496129557,0.0030395197682082653,-12.155346498452172,-12.16367108143726
121,121,0.003059414431414346,0.0030392100789437167,-12.130448109509897,-12.164113596048686
122,122,0.003054706797426202,0.0030400354880839586,-12.135753473108458,-12.16293426998538
123,123,0.003062749864802379,0.003034680174957765,-12.128093073280388,-12.170591528929142
124,124,0.0030720592476427555,0.0030405514407902956,-12.120652285716183,-12.162197250955986
125,125,0.0030471814517891898,0.003041358247987534,-12.145231930883702,-12.161045007881997
126,126,0.0030675444406332427,0.003038410183140322,-12.127686454935683,-12.165256774860582
127,127,0.0030439544982785722,0.0030450041062737767,-12.151747456518166,-12.155841977787038
128,128,0.0030550496297475603,0.003041234590407265,-12.135159920506624,-12.161221589830486
129,129,0.0030529498021819234,0.003042804898302022,-12.140908287480222,-12.158979736962861
130,130,0.003034655067147975,0.0030401226770328848,-12.163029449335909,-12.162809715069615
131,131,0.0030532227565063953,0.0030498413712178405,-12.136884224660808,-12.14894829058342
132,132,0.0030521343116523677,0.0030411417767601577,-12.146391950658844,-12.161354131627817
133,133,0.003054857962121515,0.003043841864717634,-12.133553346821152,-12.157499944183321
134,134,0.003064251639256158,0.003047202480956912,-12.128233445594223,-12.152707671614682
135,135,0.0030500155839992245,0.0030438616430681,-12.144371006740254,-12.157471724581438
136,136,0.003064980123134464,0.003048103400751164,-12.119302111051518,-12.15142384925786
137,137,0.0030631252886132174,0.003045033381663655,-12.124672756518748,-12.155800223888791
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140,140,0.003040405924038328,0.0030408150050789118,-12.153289572994439,-12.161820807545567
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179,179,0.0030670868492080378,0.003049761473544334,-12.11901120164435,-12.149062065593386
