,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.010811356549180046,0.010886716411301964,-3.649291391155824,-3.613552389254236
1,1,0.010938216749693929,0.01093406867431967,-3.593635914519238,-3.5947035176536617
2,2,0.010946082287304794,0.010942846242534486,-3.5891217098901644,-3.591218520194679
3,3,0.010939397474693269,0.010926347618040285,-3.5909128622155446,-3.597771357013344
4,4,0.010938243018751292,0.010952342595708998,-3.590027697002985,-3.5874512870632653
5,5,0.010946456131707761,0.010954642374264566,-3.580177208421404,-3.586539448997624
6,6,0.010946174651461164,0.01095678794540857,-3.590608426472603,-3.5856889251406656
7,7,0.010944636625036136,0.010954347880263077,-3.583884836148722,-3.586656202091512
8,8,0.010960770732502347,0.010951482886938672,-3.5841490852391162,-3.5877922017363515
9,9,0.010952504802994506,0.010945340912593039,-3.58665404623555,-3.5902285602335264
10,10,0.01095435075154624,0.010958309285342693,-3.5850862418117524,-3.5850859531049095
11,11,0.010971707109477102,0.010948667988965386,-3.5825664500536787,-3.5889086275277338
12,12,0.010946175621188794,0.010948814696779377,-3.5895391293716243,-3.5888504341773997
13,13,0.010937752298165843,0.01095213304812971,-3.5884586569932413,-3.587534379997206
14,14,0.010939132959879552,0.0109383363374754,-3.5900921252895075,-3.593008758817881
15,15,0.010966834247342705,0.010961321623701798,-3.5856326718819096,-3.583892281605012
16,16,0.010965394787490368,0.010966238810827858,-3.5838057985710443,-3.5819444978763975
17,17,0.010961305993349896,0.010968428252166823,-3.5839833366335445,-3.5810775029114033
18,18,0.010941236020670724,0.010954063434742,-3.588346944467621,-3.5867689744130073
19,19,0.01096190143491804,0.010974030843690821,-3.5872940069534893,-3.5788597253820233
20,20,0.010932258368690604,0.010928581272693057,-3.5878980743525455,-3.5968836269288373
21,21,0.010990363747342346,0.010939238740033224,-3.5822004983968556,-3.5926504846945813
22,22,0.01095339599228704,0.010945877550463928,-3.583291509888503,-3.590015635707149
23,23,0.010963928578517487,0.010935544624532523,-3.5839473164956095,-3.5941173188716165
24,24,0.010944653129608361,0.010935704272828604,-3.5854117550833395,-3.5940539165717666
25,25,0.010926143266260624,0.010954956622108034,-3.586288192587854,-3.586414867891052
26,26,0.010975307765772048,0.010941685667555583,-3.581833407617914,-3.59167914810458
27,27,0.010943416966912672,0.010957617116601844,-3.5878604265205127,-3.585360278779566
28,28,0.010952592318512729,0.010956383702394209,-3.5880078210402577,-3.585849158002732
29,29,0.010952005220442703,0.010964425868893924,-3.579463763658562,-3.5826625341887572
30,30,0.01095852944231832,0.010925426294929102,-3.5826834364847935,-3.5981375749186433
31,31,0.010929976234730986,0.010949549167171904,-3.5867494528632706,-3.5885591097289637
32,32,0.010955606654440005,0.010928571714382423,-3.581811474745982,-3.596887425338966
33,33,0.010970649827924586,0.010960155166685581,-3.5857499946472315,-3.584354463830089
34,34,0.010996366841430516,0.010947357373018014,-3.581043320382821,-3.589428533095168
35,35,0.010954485553287967,0.010959550395215812,-3.5856974194526305,-3.5845941102171794
36,36,0.010937995795813418,0.0109243966442974,-3.583145608040583,-3.598546888613507
37,37,0.010953028110268805,0.010947355167254022,-3.5870580300735493,-3.5894294081476517
38,38,0.01095813074024375,0.010942297742555016,-3.5804046297852485,-3.5914362117160326
39,39,0.010922556599006825,0.010958966897114328,-3.5892004915401,-3.584825339366813
40,40,0.010943701577171222,0.010924723146385268,-3.58798139111466,-3.598417091114605
41,41,0.0109603030741522,0.01095699151291659,-3.580956582611552,-3.5856082377853884
42,42,0.010965739943317532,0.010943571154616381,-3.5798135581594974,-3.5909308300611738
43,43,0.010951539722376877,0.010943268180677765,-3.584581447081675,-3.591051066617667
44,44,0.010967096563467045,0.010959335063633165,-3.5841671775422586,-3.584679440576063
45,45,0.010939921031600422,0.010971294176813803,-3.5905571547006065,-3.5799428894076617
46,46,0.010954868442081298,0.010933800747520045,-3.5862345386598546,-3.59480993783424
47,47,0.010944082123256222,0.010978902543061659,-3.581539481718284,-3.5769321905494773
48,48,0.010945520469361973,0.010958777250427949,-3.581089152480406,-3.584900495376348
49,49,0.01095678158987736,0.010962003596911305,-3.5828676203933036,-3.583622087919692
50,50,0.010975696088880608,0.010945944164536502,-3.582208422176114,-3.589989205632473
51,51,0.010924078197669737,0.010942211619725353,-3.5894081066912613,-3.591470393583279
52,52,0.010954376098882291,0.010936469819984938,-3.582825332244468,-3.5937499020697263
53,53,0.010945510128801017,0.01095059396404969,-3.5886289370269937,-3.5881447293147732
54,54,0.010972996501578498,0.010957364679167145,-3.5842754398406402,-3.5854603310506032
55,55,0.010936160562271924,0.010961010561961877,-3.589187752774259,-3.5840155279786585
56,56,0.010957835587797705,0.010954750946869976,-3.5798886111564663,-3.586496405830957
57,57,0.010914057570019947,0.010959804548244727,-3.588113880019682,-3.58449339807642
58,58,0.010968152616057814,0.010956318803915852,-3.5869237380209618,-3.585874882854357
59,59,0.010948095691495949,0.010936498249831953,-3.583286695006511,-3.593738612403285
60,60,0.010920908705321784,0.010951779488670198,-3.585479422579138,-3.5876745822757217
61,61,0.010944964536993774,0.010950229081668351,-3.5837312828336336,-3.5882894420540556
62,62,0.010942786279105648,0.010954250581562519,-3.5861451571111185,-3.5866947771640554
63,63,0.010943214159420471,0.010946576875683508,-3.586050577366493,-3.5897381765624488
64,64,0.010955604772592328,0.010945705206770646,-3.5820388142752257,-3.590084016249401
65,65,0.010939543001046501,0.010957665300290836,-3.584809836675544,-3.585341181685722
66,66,0.010942730716592873,0.010954735310454117,-3.5842739410445006,-3.586502604797966
67,67,0.01095541789359653,0.010933461059865198,-3.5861502279213204,-3.594944865083369
68,68,0.010953969024505811,0.010961885564029217,-3.585174365011871,-3.58366885063501
69,69,0.010983323668773026,0.010955543649431906,-3.5848515613180565,-3.586182155059865
70,70,0.01095360767134686,0.01092963268686282,-3.581237751754575,-3.5964658220950847
71,71,0.010913160735184384,0.010974543414225704,-3.5881338798811147,-3.5786568816325297
72,72,0.010966543377060252,0.01094742065393611,-3.579072380409649,-3.5894034288867527
73,73,0.010968867305320562,0.010953907609770172,-3.582468428130091,-3.586830754598193
74,74,0.010972191320405793,0.010975647276561511,-3.587154553997141,-3.5782200732891494
75,75,0.010949168421481689,0.010950172172957346,-3.58147127957264,-3.5883120125438612
76,76,0.01094097264840738,0.01093628179085882,-3.5851539457239054,-3.59382457032671
77,77,0.010964142984336185,0.01092675117481696,-3.584709116936625,-3.597610956437732
78,78,0.010958798652149966,0.010942125251810802,-3.5830513078904187,-3.5915046729940956
79,79,0.010945492376064517,0.010955166904941985,-3.583948725627033,-3.5863315048973976
80,80,0.010953676013141563,0.01096799798113735,-3.5844401616105803,-3.5812478718966334
81,81,0.01094729136483571,0.010945146413225876,-3.5845970957889635,-3.590305735310204
82,82,0.010958318819397503,0.010922926821206746,-3.5827136351797577,-3.599131249493791
83,83,0.010972118389207064,0.010953304798979508,-3.585041419170948,-3.587069760269201
84,84,0.01094310527148935,0.010938196492038275,-3.5881581060148577,-3.5930642832486823
85,85,0.010941371465697116,0.010947068908104771,-3.582038570273304,-3.5895429720107552
86,86,0.010955141982082854,0.010960593868635203,-3.5831068836567725,-3.584180632328584
87,87,0.010939852276951382,0.01095179958563102,-3.589827434977642,-3.587666612802644
88,88,0.010932616265394638,0.010942019522190094,-3.594533943449071,-3.5915466374312
89,89,0.010962176491919252,0.010944395963298647,-3.580621448703489,-3.590603517928828
90,90,0.010947488507582355,0.010948022778489087,-3.588140385318569,-3.5891645669777446
91,91,0.010944877031076815,0.010934259791515376,-3.5843907693739734,-3.594627607742556
92,92,0.010947718438644385,0.010933950543403625,-3.5907675145419327,-3.5947504387803257
93,93,0.010962997131126443,0.01098349357121869,-3.583324981305158,-3.575116488643793
94,94,0.010958076089851021,0.010943273670579257,-3.5796824783807857,-3.591048887896204
95,95,0.01096257872725885,0.010957140965681327,-3.587228326535551,-3.585549000659671
96,96,0.010976982754223125,0.010959951158024762,-3.581210501862368,-3.5844353027040836
97,97,0.010942657929413097,0.010929522251612261,-3.584828974210005,-3.59650970432206
98,98,0.010932507684703954,0.010943584830353134,-3.588973926044052,-3.5909254028626725
99,99,0.010969454067346361,0.01094432631017346,-3.581059958004735,-3.590631157703812
100,100,0.010944862120314357,0.010965259255547272,-3.5825991250121803,-3.5823324471647426
101,101,0.010945979371359668,0.010941555527480025,-3.586869783164759,-3.591730803264971
102,102,0.010953814040907879,0.010952451266348362,-3.5837530250628236,-3.5874081959852866
103,103,0.010929131717181084,0.010948747200401206,-3.588166563296278,-3.5888772072991975
104,104,0.01092652272740283,0.010929021739253872,-3.586034197878147,-3.5967085920023205
105,105,0.010959590929224319,0.010958085326771987,-3.581101145950015,-3.585174712203436
106,106,0.010950583897377412,0.010954205878078938,-3.5892310702877577,-3.586712500435685
107,107,0.010945760981016552,0.010966248761274312,-3.5865406078529127,-3.5819405572162473
108,108,0.010967221811951436,0.010941022810967345,-3.5815416423541953,-3.5919422553510487
109,109,0.010964072904712761,0.01096261645618238,-3.5837619275920845,-3.583379291101289
110,110,0.010952535949493806,0.010923385031913457,-3.584849018102786,-3.59894906919458
111,111,0.010943773106585458,0.01093680200804221,-3.584978983354371,-3.593617989988742
112,112,0.010916589442448518,0.010931696742773056,-3.590426771721018,-3.5956457364752192
113,113,0.010934396493296647,0.010964096082668556,-3.582305465549542,-3.5827931625441134
114,114,0.010930105995809295,0.010959345161130554,-3.5889089036658426,-3.5846754391605105
115,115,0.010947340657723318,0.010943780310059848,-3.586522879558375,-3.5908478277343665
116,116,0.010932232320462306,0.010944600020976443,-3.586762463166493,-3.5905225447096614
117,117,0.010947486222481605,0.010938466722635846,-3.5879725559503965,-3.5929569911482186
118,118,0.01092832966602033,0.010967790394237167,-3.5907132508052877,-3.581330069849791
119,119,0.010937343716390968,0.010968474132057867,-3.592450136166474,-3.581059336824723
120,120,0.010947032783602931,0.010936895826537358,-3.5864012218374164,-3.5935807353324405
121,121,0.010954664194399548,0.010940588618579664,-3.5867046104094014,-3.592114607701502
122,122,0.010949190321964087,0.01091810967773199,-3.585694079605956,-3.601046963396514
123,123,0.01094025154550051,0.010929822284532221,-3.5898695279597295,-3.596390485155794
124,124,0.010937010850181285,0.010966182392286626,-3.5834914239586677,-3.581966841292937
125,125,0.010934790529157083,0.010970109240397027,-3.5869926644234695,-3.5804119672856145
126,126,0.01097635308415005,0.010937010428231014,-3.5778741435570827,-3.5935352282496247
127,127,0.01093954449884363,0.010957017491914724,-3.5898526750267585,-3.585597940686822
128,128,0.010932530670129146,0.010968773723825029,-3.586906404905565,-3.5809407156994437
129,129,0.010936231688433086,0.010945658297523073,-3.5861405191646893,-3.5901026285458593
130,130,0.010940872584037559,0.010953220440761038,-3.5866350105045623,-3.587103208119449
131,131,0.010931876910485557,0.01095477506322296,-3.5870735593244323,-3.586486845059063
132,132,0.010979294402467222,0.010953394549065515,-3.58109133600756,-3.5870341748380192
133,133,0.010958494330497132,0.010960567105365427,-3.5819334532103704,-3.584191236822019
134,134,0.010931980431310296,0.010932701639831066,-3.584037789536276,-3.5952465292893225
135,135,0.010928767512446827,0.01094389559799119,-3.583081313346015,-3.5908020769542266
136,136,0.01095494728765844,0.010947006313424362,-3.587282376688922,-3.589567804778546
137,137,0.010958940491617955,0.010968670592104135,-3.5852618817040707,-3.5809815495692865
138,138,0.010968310249604514,0.01096020300725573,-3.583720701230997,-3.584335507118286
139,139,0.010942795640337713,0.01095438557431886,-3.5862316625252735,-3.586641257986723
