,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0052671043643939125,0.005171517645450015,-9.77576307763631,-9.870429743384086
1,1,0.005045667789953271,0.0049860856103661816,-9.95782726281756,-10.029012541882402
2,2,0.004878762686989971,0.004851654539570997,-10.1053890266722,-10.147711156902364
3,3,0.004774770569824374,0.004753755895715011,-10.204010544863706,-10.236241081514663
4,4,0.004678132084495935,0.004657609902910496,-10.290625598089294,-10.324978737098762
5,5,0.004603257657211159,0.004600367386286196,-10.35192833704495,-10.378684692799888
6,6,0.004561543210227157,0.004542801480152105,-10.39718005477257,-10.433372265776487
7,7,0.004522124559800957,0.004506435563885852,-10.442561850303246,-10.468278195874403
8,8,0.0044409792447827525,0.00444553834141085,-10.511749450578453,-10.527366249382021
9,9,0.004446289065226759,0.004437230257807593,-10.515451336682379,-10.535490193793976
10,10,0.004403070354661376,0.00442071423228634,-10.553589586473597,-10.551685434274543
11,11,0.004402424602471676,0.004421522840857506,-10.557455380609568,-10.550891123426391
12,12,0.004421790303259166,0.004433192655836281,-10.538741536659677,-10.539443800954388
13,13,0.004403322282218442,0.004433381444725551,-10.545920662272914,-10.539258859235211
14,14,0.004412139655503723,0.0044330225179069925,-10.547638357343939,-10.53961047853307
15,15,0.004424018934177062,0.004438794095461306,-10.542296250113283,-10.533959855337036
16,16,0.004407764081219115,0.004452652273405539,-10.54474988935092,-10.52042204644928
17,17,0.004404027845480086,0.004464421249730022,-10.54489427617645,-10.508958185733288
18,18,0.004445174200095467,0.004462901233254294,-10.515543499405977,-10.510437094500048
19,19,0.004437665925505235,0.004479330547742154,-10.516666079717822,-10.494478732366963
20,20,0.0044621996216706395,0.004474468259631019,-10.500483555421013,-10.4991955350316
21,21,0.0044425416152117795,0.004488091915845871,-10.50906122013604,-10.485992425298152
22,22,0.004461450910330126,0.004495877502976279,-10.497631300396208,-10.478465154850241
23,23,0.004477976274090944,0.0044822397298718755,-10.478688263763654,-10.491659043961846
24,24,0.004445440692769498,0.004469344809063171,-10.501230773390295,-10.504171235074127
25,25,0.004452749083452311,0.004518620253197457,-10.50017146606806,-10.456551406247435
26,26,0.004460706572365207,0.004502259170342433,-10.499767835863468,-10.472304938601543
27,27,0.00448187015777857,0.004492205347081548,-10.474838049224777,-10.482013847395935
28,28,0.004470781471157812,0.004490507300943136,-10.488082305231707,-10.48365578364751
29,29,0.004468015395104885,0.004486654689045329,-10.485717446369273,-10.487383394205763
30,30,0.004473175306218801,0.00448810220941117,-10.484739692430285,-10.485982464643232
31,31,0.004448399696614325,0.004479372187664634,-10.510419591276982,-10.494438360475867
32,32,0.004459848325008277,0.004478054145645154,-10.497130552545823,-10.495716447191421
33,33,0.004456126601579263,0.004464677167370131,-10.49797562142266,-10.508709238720364
34,34,0.004428715291481043,0.0044822745809429574,-10.520013076412768,-10.491625276091474
35,35,0.004455250375856136,0.0044578013108357,-10.497079059248897,-10.515402776059057
36,36,0.004440387110849938,0.004473917627413022,-10.5131947415812,-10.499730014740354
37,37,0.004428698354851953,0.004443944750451728,-10.522537636351853,-10.528923342770288
38,38,0.004443159509334982,0.004449716450548486,-10.511648385769089,-10.523286478944541
39,39,0.004417393418969875,0.00443603603267356,-10.535654557516148,-10.536659200497965
40,40,0.004404926350935525,0.004437729299656655,-10.543112524438932,-10.535001783407177
41,41,0.0044294127416748975,0.00443695309130769,-10.52836688100598,-10.535761479334923
42,42,0.004386898591039107,0.004426021986690007,-10.55950368461058,-10.546474181970103
43,43,0.004390860317255726,0.004413709412083814,-10.561471877725246,-10.558572483210998
44,44,0.004388786093859943,0.004426698788608375,-10.562119430818688,-10.545810134505999
45,45,0.004385941397859571,0.0043927009560559924,-10.565496836341119,-10.579293465888087
46,46,0.004357408516147395,0.004378523898163908,-10.589156393972093,-10.59333260745879
47,47,0.004345611021037876,0.004363203886896372,-10.59978045190004,-10.608554777106116
48,48,0.004331573637528825,0.004361954101018216,-10.615061974101243,-10.609798938220237
49,49,0.004344139507366824,0.0043461696538878115,-10.614382705594387,-10.62554310077281
50,50,0.004311718521927742,0.004355588952373517,-10.6389593535779,-10.616140976125193
51,51,0.004303169436752796,0.004327608640060613,-10.646645044504695,-10.6441300600302
52,52,0.004299644323200295,0.004293491892320545,-10.655600068271001,-10.678503380641747
53,53,0.004263717133897482,0.004310242954249445,-10.687718731103157,-10.661592345879233
54,54,0.0042657506359337835,0.004301941634989099,-10.684225997423855,-10.669964712324653
55,55,0.004247393060629208,0.004264275200272861,-10.70019931368724,-10.70815760538871
56,56,0.004227656026169197,0.004260906238893145,-10.730783541128972,-10.711590075239492
57,57,0.004243521144632826,0.00425478254788016,-10.7143430528887,-10.717836159944632
58,58,0.0041784162095450245,0.0042388968561825,-10.77026819485112,-10.734081360550046
59,59,0.004218673093494066,0.004222533837156861,-10.743071430515068,-10.75087846729546
60,60,0.0042120315489772055,0.004218296613544226,-10.747608124606673,-10.755238708859082
61,61,0.00419255975902695,0.004192327737416092,-10.770004162969663,-10.782057586918793
62,62,0.004179188314364436,0.004195959380778827,-10.779610371755307,-10.778297098635555
63,63,0.004153034368952371,0.004179667215794325,-10.798691362620303,-10.795192804750368
64,64,0.00416724911420462,0.0041670242177420545,-10.797471698130908,-10.80834960713588
65,65,0.004136937603200834,0.004165152896587786,-10.821401712522373,-10.810300368512362
66,66,0.004118384253329684,0.004163504333088272,-10.83404213079402,-10.812019642149187
67,67,0.004131910415155064,0.004138802349763482,-10.834279415500765,-10.83786298211809
68,68,0.004099207222173663,0.0041435790787401955,-10.86016217759215,-10.832853535779375
69,69,0.004114790253110768,0.004143928839383941,-10.843196907408483,-10.832486962090018
70,70,0.004096797588233327,0.004120628373991502,-10.863589859262778,-10.85697536502769
71,71,0.004096620408914138,0.004113231074849242,-10.860889803022623,-10.86477877018114
72,72,0.0040863568020850114,0.004112126844886102,-10.87710963630605,-10.865944825171827
73,73,0.004069807898426025,0.004104744667481435,-10.893573085179174,-10.873748378553527
74,74,0.004076593135454759,0.0041111292268492675,-10.888548562994917,-10.866998568377173
75,75,0.004096920683634342,0.0040967162747524285,-10.869887091186312,-10.882250980221729
76,76,0.004070548343078531,0.0040882365336935775,-10.88965940233843,-10.891249703008775
77,77,0.00408235236464702,0.004089066415633026,-10.88668041592953,-10.890368206626885
78,78,0.004054586859131904,0.004080129174613639,-10.908557052524701,-10.899870723646572
79,79,0.004041691569937873,0.004074193623014971,-10.924899900071603,-10.906193205171036
80,80,0.0040386921759771625,0.004061739181021326,-10.932997815241194,-10.91948952850176
81,81,0.004029726986437268,0.004060335347036782,-10.93499683958578,-10.920990813319968
82,82,0.004054061622003612,0.00405495259665737,-10.921888988039118,-10.92675203620271
83,83,0.004014701004015263,0.004055246821065482,-10.952422775668476,-10.926436926720541
84,84,0.004029983805838166,0.004036754859905494,-10.938825308338755,-10.946286083919933
85,85,0.00403250010261677,0.004037202433928063,-10.937893182114601,-10.94580458786696
86,86,0.004012263425597057,0.004033655442885663,-10.953118871647838,-10.949621874107807
87,87,0.004025011949874845,0.004021528324014262,-10.941819292976637,-10.96269853365711
88,88,0.004013657169032497,0.004017457758125506,-10.955969183121205,-10.967096661572082
89,89,0.003990636968063479,0.004009408373875837,-10.976119965677062,-10.975806921034934
90,90,0.003988789104059646,0.004016516570884146,-10.988965190966479,-10.968114221276634
91,91,0.003969836706468432,0.003998851256543084,-10.99968579625154,-10.987257350141839
92,92,0.003989653520228476,0.003991871912914671,-10.976980473719975,-10.994843875495388
93,93,0.0039803338856388305,0.0039843029685710605,-10.998641668304385,-11.003086301966205
94,94,0.003989315435731995,0.003975601499213984,-10.98549941428872,-11.012581394895602
95,95,0.003947639561824731,0.003982391257427241,-11.028429197524993,-11.005170593375258
96,96,0.0039594801570068,0.00398679357022047,-11.011077981863739,-11.000372360207017
97,97,0.0039735336226324755,0.003964615863208708,-11.000966195638064,-11.024598708587984
98,98,0.0039670920340325105,0.003958416244897403,-11.007173091038553,-11.031395249445774
99,99,0.003971767362168769,0.0039657842686497856,-11.002861465704314,-11.023318995002494
100,100,0.003934066709054192,0.003955467800168614,-11.038633650010524,-11.034631317419134
101,101,0.003951537780482898,0.003968540701623026,-11.024866457420234,-11.020301463750219
102,102,0.003933759427811836,0.003948215015330597,-11.040919326174519,-11.042601893646058
103,103,0.003926559305778637,0.003943561956188397,-11.04298176243763,-11.047723168996056
104,104,0.003918871398746353,0.003963193194450517,-11.057423680666428,-11.026157417162821
105,105,0.00392349694193024,0.003940991395594258,-11.046790505036482,-11.050554985260534
106,106,0.003927633135109064,0.003940227858134006,-11.042434885238052,-11.05139647969452
107,107,0.0039110097376456885,0.0039523003353296145,-11.065682300521544,-11.038110459829984
108,108,0.0039063953343279586,0.003928191579976364,-11.07094525194791,-11.06468324790728
109,109,0.003909202755822502,0.003947947934073837,-11.068084089514443,-11.04289568676258
110,110,0.00391683896005,0.003915283816719526,-11.063818109574477,-11.078977358956807
111,111,0.003921151749271247,0.003908877052660836,-11.06619672628949,-11.086089745692899
112,112,0.003894581809908766,0.003914044459203356,-11.078919383858938,-11.080352307396584
113,113,0.0038952597743380315,0.0039316206729333655,-11.08312336476791,-11.060893752189756
114,114,0.0038834246278730863,0.003927718700939103,-11.098576516655832,-11.065206086762089
115,115,0.0039021200068371812,0.003932581797830369,-11.076264126330264,-11.05983220464487
116,116,0.003927007504767671,0.003919672343487802,-11.056946587341267,-11.074112205611994
117,117,0.003886608795752538,0.003922555117720836,-11.089075571064011,-11.070919304093735
118,118,0.0038916941194497433,0.003907346901924987,-11.086335225351904,-11.087790147404544
119,119,0.003886251681551491,0.003917257767170668,-11.099397563298346,-11.076788348410362
120,120,0.0038881262130651276,0.003925240635381718,-11.090574380970398,-11.067946990380706
121,121,0.0038807569551713686,0.003909358497414934,-11.093398668058033,-11.085554871042548
122,122,0.0038764403182437123,0.003902706930315808,-11.094092674597775,-11.092950455762008
123,123,0.003907154923900194,0.003919344579212759,-11.07217818545853,-11.074475379253544
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