,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.010955949774799273,0.01097881651826595,-3.5807023208976547,-3.5866824099648413
1,1,0.010903826204234177,0.01093409676104784,-3.6056771640874237,-3.6044085520865647
2,2,0.01090355215536565,0.010916251444110745,-3.614877164605328,-3.611502374412838
3,3,0.010853322981328694,0.010905367028164236,-3.623636468282485,-3.615834813990893
4,4,0.010852914245933602,0.010921208678107513,-3.6239488094244168,-3.6095306255050152
5,5,0.010853352466809381,0.01093200344200197,-3.616868017265471,-3.6052400829995483
6,6,0.010879220469787563,0.010916532311392458,-3.615712629730312,-3.6113906350103253
7,7,0.010847493929346813,0.01090258516763386,-3.627658444141437,-3.616942801273214
8,8,0.010884187856362653,0.010908061981593309,-3.6186422615421208,-3.6147617104374237
9,9,0.01085896607603609,0.010909573469114931,-3.6240165394877586,-3.6141599672351044
10,10,0.010811586269014274,0.010908313977875207,-3.626480409991685,-3.614661381588216
11,11,0.010891872909419315,0.010920192164025809,-3.6109795811441603,-3.6099348728882035
12,12,0.010870918055477831,0.010914551192208341,-3.6193035030612823,-3.612178858949714
13,13,0.010879645248894225,0.010929359613280547,-3.6095824458865913,-3.606290520913694
14,14,0.010893753278501256,0.010938728424279313,-3.6135654541601276,-3.6025692781962606
15,15,0.010867230200506364,0.010936617557155458,-3.6132847817978235,-3.6034074253483506
16,16,0.01090505865124083,0.010942882171979076,-3.6078332554466637,-3.600920451005083
17,17,0.010910321564711247,0.01094413715365686,-3.6117199995158416,-3.6004224100338207
18,18,0.010912143586913949,0.010944543406367302,-3.6013936362895658,-3.600261200398603
19,19,0.010890590996702308,0.010946554867060561,-3.6075077209082207,-3.599463098566347
20,20,0.010892295701064399,0.01094081934149328,-3.604603430015109,-3.601739211852451
21,21,0.010894001624786976,0.010950720623919838,-3.6072794002997046,-3.5978106872976436
22,22,0.0109003486361393,0.010948306880891323,-3.6022906259085143,-3.5987680588357462
23,23,0.01092597375595078,0.01095055435833178,-3.605540115855452,-3.5978766270454288
24,24,0.010909044404619747,0.010959169827401638,-3.6033116050041003,-3.5944611108689757
25,25,0.010899328847521358,0.010955314102925752,-3.6049290188629417,-3.5959893420481532
26,26,0.010892214090323326,0.010956070974077048,-3.6090809950111584,-3.5956893108420056
27,27,0.010955734533670637,0.010950621707659019,-3.59587810167413,-3.5978499166613913
28,28,0.01090795917378873,0.01094817728000252,-3.607289254190441,-3.59881946887075
29,29,0.010903531272617197,0.010945547225051805,-3.606014226038279,-3.599862889653201
30,30,0.010885766956993599,0.010954253277496287,-3.608347387757791,-3.5964098986229494
31,31,0.010889288143629265,0.010958227525024037,-3.6056296509715313,-3.5948345463791753
32,32,0.010924329405132029,0.010966522276009383,-3.5993333308983955,-3.591548429286611
33,33,0.010907891648101438,0.010946184249692842,-3.6038867515489286,-3.5996101400825826
34,34,0.010933710953470357,0.010957313995612296,-3.598518684739429,-3.5951966097874033
35,35,0.010923297451713035,0.010956409289256522,-3.603441226810537,-3.5955552060635094
36,36,0.010883529248080918,0.010960626660993225,-3.6085939415204056,-3.5938838292403394
37,37,0.010900600074031918,0.01095208133521833,-3.6015089962779556,-3.5972710765115345
38,38,0.010914609623477631,0.010941262356936932,-3.6018101933562563,-3.60156336097569
39,39,0.010917943067003772,0.010952774582332686,-3.602726305688887,-3.596996184590223
40,40,0.010901071304052146,0.01095552306230131,-3.603361251139045,-3.5959065064147486
41,41,0.010897733088697969,0.010960842825864492,-3.6021957265441893,-3.5937981787680195
42,42,0.010907266596236179,0.010945052300628862,-3.5998493204578086,-3.6000592688758233
43,43,0.010908874481455567,0.010952947661280632,-3.604658477998137,-3.596927556647997
44,44,0.010927656579033001,0.010961121046229413,-3.6003529033261037,-3.5936879426870276
45,45,0.010892081036011582,0.010942793598300532,-3.604407629430864,-3.60095560373259
46,46,0.010930540673818784,0.010957939844382437,-3.5998198930403884,-3.594948560944861
47,47,0.010909060995603344,0.010954002408604873,-3.6036663565595277,-3.596509359736411
48,48,0.01094213714727114,0.010937520743984925,-3.599953243509548,-3.603048783512053
49,49,0.01091129786920609,0.01095237764284799,-3.600489678428092,-3.5971535800980012
50,50,0.010902228390740365,0.010960812925508148,-3.6014890013521605,-3.5938100260115986
51,51,0.010895099615697394,0.010960189723654798,-3.6058431372680544,-3.5940569609994055
52,52,0.010896250605583191,0.010946260765194893,-3.602903178330494,-3.599579782340175
53,53,0.010914919120211577,0.010958210908268628,-3.603074669491861,-3.5948411319064766
54,54,0.010951907681205223,0.010949502748094107,-3.5940661195863335,-3.598293711367599
55,55,0.010887377348142801,0.010952033543665158,-3.604394593314315,-3.597290027843682
56,56,0.010914032280291478,0.010956650942956147,-3.601389931629828,-3.595459419471248
57,57,0.01090917028678754,0.010960775574571207,-3.6046857298312602,-3.5938248254006178
58,58,0.010906766015152955,0.010947699413487786,-3.602917442051883,-3.599009034050873
59,59,0.010945014828412803,0.01095391525641868,-3.595339598728441,-3.596543913192498
60,60,0.010887654776656135,0.010955202883403552,-3.604760744900707,-3.596033432312935
61,61,0.01090419273247424,0.010947405605723983,-3.6036977746187544,-3.599125588952487
62,62,0.010889817173256702,0.010953181472263838,-3.6068760126240305,-3.596834849425101
63,63,0.010907118563953135,0.010952417542667766,-3.6036905717026335,-3.5971377586567037
64,64,0.010889763915047203,0.010962286522906078,-3.603168923192164,-3.5932261895691853
65,65,0.010903211147284386,0.010954010594440134,-3.605012944689779,-3.596506114290936
66,66,0.01090164095662611,0.010950787826196143,-3.6002367859111,-3.5977840356377015
67,67,0.010905410719977826,0.010955320475132842,-3.6052632010082757,-3.5959868159557513
68,68,0.010908948276768025,0.010954855843202063,-3.6055423948584,-3.5961710108072675
69,69,0.01092712344006472,0.010949295504312766,-3.598896211634469,-3.598375912070679
70,70,0.010910946165317112,0.01094278379490501,-3.6000516679686214,-3.6009594944780825
71,71,0.010937106305944551,0.010968300808025034,-3.6004458644780857,-3.590844154956229
72,72,0.01091029129192694,0.010966315130261998,-3.600774732607163,-3.5916304635928666
73,73,0.0109122447266253,0.010957225127831885,-3.6049623667187487,-3.59523183278382
74,74,0.010901342674168115,0.010955982253347573,-3.603303829551484,-3.595724479543763
75,75,0.010881509967916404,0.010962916636153272,-3.6080160517918127,-3.592976563871927
76,76,0.010897016728815344,0.010959452165192679,-3.604191258552861,-3.594349226331042
77,77,0.010883307468491732,0.010960982230148818,-3.6073725404313333,-3.5937429438491364
78,78,0.010907980632613,0.010957824164315275,-3.6015869784461483,-3.5949944085044674
79,79,0.010883448415042199,0.010968797938211969,-3.6058574017540246,-3.5906473186293226
80,80,0.010902699390330265,0.01093718389931478,-3.601247299257051,-3.6031825359753658
81,81,0.010922907726819982,0.010950239816386449,-3.600283792308576,-3.5980013748788675
82,82,0.010868943613214591,0.010950379171653798,-3.611545096622712,-3.5979461059171385
83,83,0.010871140507155472,0.010958834355206866,-3.605235735703543,-3.5945940552026103
84,84,0.010915320510639972,0.01095070479143607,-3.6025937083947195,-3.5978169663047903
85,85,0.010926816439659325,0.010950225797530851,-3.6011249036297532,-3.598006934862601
86,86,0.010881713505104645,0.010955685651616046,-3.6073109606046487,-3.5958420538844216
87,87,0.010939194945637713,0.010947821563795992,-3.603095693490043,-3.5989605773780466
88,88,0.010895861764006393,0.010941381321141594,-3.6019417568884315,-3.6015161404493314
89,89,0.01090913680718117,0.010961713857556643,-3.603152226280324,-3.593453069150444
90,90,0.010913047056222699,0.010954542428647218,-3.600401325825533,-3.596295262701399
91,91,0.010908984751968654,0.010948086843678826,-3.6031806249588594,-3.598855343480338
92,92,0.01088389895433925,0.010950286529566111,-3.6024974210131577,-3.5979828481313003
93,93,0.010896134027039883,0.010960793759869901,-3.603158877187445,-3.593817619917512
94,94,0.010917738857727075,0.010949873561529736,-3.605082177788706,-3.598146636650357
95,95,0.010894976258661943,0.010952775366604328,-3.6054309822026425,-3.596995873614377
96,96,0.010887208471516358,0.010937996600803575,-3.607036520278519,-3.602859839874934
97,97,0.010909073218011978,0.010954273374457108,-3.5973397895315253,-3.5964019309496082
98,98,0.01089686707391874,0.010956862941384315,-3.606017498067934,-3.595375389362691
99,99,0.010881275341836447,0.01094879146273199,-3.601847290818989,-3.5985758404731447
100,100,0.010877777284644927,0.01094574966516934,-3.610688750221896,-3.599782566750082
101,101,0.010897778425864951,0.010952660715893694,-3.6075811359312255,-3.597041334632169
102,102,0.010876034664892658,0.010959543826940813,-3.6068690616361505,-3.5943129033247967
103,103,0.010910645895397541,0.010956568398365849,-3.600044673802294,-3.5954921382238143
104,104,0.010879611634870166,0.010959883612629614,-3.6067640170614683,-3.594178258339114
105,105,0.010913513879262909,0.010958871902211717,-3.6024063086352314,-3.5945791754913605
106,106,0.010891039270101134,0.010960142569322335,-3.607783681744575,-3.594075645813224
107,107,0.010906062069704238,0.010945855198722137,-3.603786948496272,-3.599740694406851
108,108,0.01090027270934631,0.01096024119148129,-3.6056906107842135,-3.594036567063604
109,109,0.010917480881373906,0.010948513046299157,-3.602088433162401,-3.5986862784682936
110,110,0.01090075620978149,0.010953026431563654,-3.6015783153609044,-3.596896323616213
111,111,0.010873567408968493,0.010948672743612215,-3.6071856785403362,-3.598622931824116
112,112,0.010914392836545547,0.010963040109919874,-3.6038646768250655,-3.59292765017925
113,113,0.0108865742792481,0.010950346477329731,-3.608340869343482,-3.5979590725783894
114,114,0.010921395518192925,0.010958213751253328,-3.5986710534566315,-3.5948400051783835
115,115,0.01090919405951635,0.010956262140289733,-3.6019113626520975,-3.5956135339442516
116,116,0.010915576825974528,0.010962527686435925,-3.601669973815648,-3.5931306485176133
117,117,0.010917553025269016,0.010953642476938273,-3.6041740919577836,-3.596652064566161
118,118,0.01091391927341825,0.010952184957109,-3.599191252206805,-3.5972299864200226
119,119,0.010936605859279018,0.010970226194905607,-3.597456035026344,-3.5900818568312935
120,120,0.01087898467235344,0.010947127973562792,-3.6045556968193715,-3.599235729792139
121,121,0.010911804556692998,0.010958232083602956,-3.604687614392083,-3.5948327397318387
122,122,0.010918881456108438,0.010944303615312827,-3.601528431111504,-3.6003563538177574
123,123,0.010919663882286278,0.010958190615239897,-3.6025898096299325,-3.594849174422388
124,124,0.010898088767510099,0.010957273997758565,-3.6059510581251244,-3.595212463014641
125,125,0.010894752683636454,0.010950307802934395,-3.607153509904278,-3.5979744110027756
126,126,0.010895245430088536,0.010958724263075151,-3.6048648268822507,-3.594637684519304
127,127,0.010908982802912132,0.010953437880073724,-3.6036203953241626,-3.596733184722607
128,128,0.010878246037539133,0.01095561188106474,-3.6066906867368975,-3.595871297377018
129,129,0.010905678489619923,0.01095086934142991,-3.602862505733631,-3.5977517078408185
130,130,0.010904452571472557,0.01096488236400642,-3.5991343624441834,-3.5921979132086057
131,131,0.01089981563158871,0.010957816419632812,-3.6062103329856865,-3.594997477977015
132,132,0.010892396754364377,0.010957315760223489,-3.605811858294359,-3.595195910381652
133,133,0.010920969375706826,0.010956744124230585,-3.6000330065885064,-3.5954224848810745
134,134,0.010924848343831362,0.010952208828377096,-3.6012081365169557,-3.597220520593109
135,135,0.010923847316082605,0.010952732770850784,-3.6033111847619215,-3.5970127635222493
136,136,0.010894182051733597,0.010954177742333789,-3.6080243814935247,-3.5964398455454227
137,137,0.010917196223109039,0.010960546469217852,-3.6042098218482934,-3.5939156038587248
138,138,0.010883264637254562,0.0109515007781355,-3.6063536936987934,-3.5975012970629097
139,139,0.010879911818378364,0.01095425567932819,-3.603209162692973,-3.596408946388049
