,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.017985740906952583,0.017549317722257814,-7.43767421062843,-7.563428718958496
1,1,0.01728827120332988,0.016995017269724293,-7.622773296237966,-7.702814984059544
2,2,0.016890796304670806,0.016708790079543467,-7.719547163391414,-7.776581058319865
3,3,0.01665032987204409,0.016531931530488164,-7.786587022279746,-7.822795107229975
4,4,0.016561358475808016,0.016403178439328547,-7.817444043935237,-7.8567509931666
5,5,0.016363152677250893,0.016295801358003365,-7.850095640605761,-7.88527386563168
6,6,0.016271813599796025,0.0161896671511625,-7.883864975711273,-7.913651886015092
7,7,0.01620637495838797,0.016078583553041283,-7.908585032387933,-7.94355321826324
8,8,0.016075918921413496,0.0159802873079714,-7.935403005829541,-7.970185254548758
9,9,0.01598672164584865,0.015876163924603087,-7.963347211907346,-7.998575342030368
10,10,0.0158798426927365,0.015756951743050626,-7.987245411912452,-8.031309036851091
11,11,0.015769807986684682,0.01565499515517762,-8.022511666634077,-8.059501710897928
12,12,0.015644551158796267,0.015549184166287122,-8.049783332808682,-8.088955012172901
13,13,0.015536396908237762,0.01544279703184178,-8.083133666329388,-8.118771451865639
14,14,0.015447007175342939,0.015341925189683312,-8.114657330858966,-8.14723247931871
15,15,0.015353593514444902,0.0152441229377138,-8.144158447751195,-8.175006661152736
16,16,0.015205544285168968,0.015128271311129394,-8.175808481675169,-8.20813804075169
17,17,0.01513012582148166,0.015050014971118224,-8.204058060637152,-8.230661766918084
18,18,0.01509168717203681,0.014962159685398402,-8.215016716886787,-8.256088231489656
19,19,0.014960901926934105,0.014851028785893792,-8.255516639511104,-8.288465687533844
20,20,0.014831760034118732,0.01478231972769687,-8.287844274785893,-8.308605172136668
21,21,0.014795353367310209,0.014683676589476434,-8.297370325606462,-8.337682981136625
22,22,0.01468893316257553,0.014598586057361803,-8.326780832712494,-8.362923143088032
23,23,0.014636007300818089,0.014514349302963206,-8.348958014360862,-8.38805538018434
24,24,0.014536114543983616,0.014433264242191064,-8.374229582408494,-8.412385459417798
25,25,0.01444117304360129,0.014347049211593051,-8.401567689211157,-8.438405206636554
26,26,0.014366141242003933,0.014274507662967631,-8.41950626656362,-8.460419705619698
27,27,0.01430125512451548,0.014191344478412679,-8.446307852255353,-8.48579566466498
28,28,0.014261491299059587,0.014115582563375173,-8.46633471021074,-8.50904302044911
29,29,0.014097912361864577,0.014015923058123965,-8.507058640836156,-8.539814039141106
30,30,0.014006466124706046,0.013919240549991005,-8.535645920977107,-8.569875683324941
31,31,0.013959272130939764,0.01382987461003818,-8.550757935697675,-8.597848660875021
32,32,0.01379623968807078,0.01370847038924694,-8.600697744241232,-8.636141103468683
33,33,0.013747824346358628,0.013598314339393064,-8.621037747775818,-8.671180325100591
34,34,0.013601423932489046,0.013468329745687936,-8.661681274473228,-8.712893679432431
35,35,0.013472138107130207,0.01335413646149008,-8.702318804863188,-8.749872988082979
36,36,0.013389999555788705,0.01330550299271157,-8.734499062590054,-8.765718116515417
37,37,0.013315257933182814,0.013274873018656907,-8.746932552128609,-8.775727331279928
38,38,0.01328548111175139,0.013251273990853837,-8.758450817446194,-8.783454748498432
39,39,0.013306925370905203,0.013232728662459474,-8.766335226104191,-8.789537012730635
40,40,0.013288109160038,0.013211185504731379,-8.77065195670377,-8.796613178940209
41,41,0.013279684646458356,0.01321300589724591,-8.774607117081413,-8.796014798151043
42,42,0.013333564652994121,0.01320280173891469,-8.759358343236865,-8.799370069310786
43,43,0.013294842267005714,0.013197729609122402,-8.76657636797721,-8.801038822093334
44,44,0.01329715559547095,0.013198902438345709,-8.768158509338482,-8.800652899177626
45,45,0.013225445120604997,0.013199970665338793,-8.786942264344573,-8.800301425774236
46,46,0.013270192366746283,0.013204533557750676,-8.768046389911259,-8.798800440185579
47,47,0.013241351361280865,0.013197402028661025,-8.784262017615124,-8.801146619537736
48,48,0.013266728240420524,0.013200739986802401,-8.77750611458368,-8.800048317385638
49,49,0.013261518508349498,0.013201900218662462,-8.7769854865444,-8.799666626546422
50,50,0.01326543147454864,0.013199051057821825,-8.773680374287029,-8.800603997948679
51,51,0.013269577425011654,0.013209358641975805,-8.774633324386855,-8.797213769458557
52,52,0.013247395932828029,0.01320266468744529,-8.776162276635496,-8.799415151413058
53,53,0.013239259927619979,0.013200166292096438,-8.784512160349953,-8.800237062758622
54,54,0.013213689803846717,0.013192962560998766,-8.787885013092394,-8.802607786411688
55,55,0.013273641380683049,0.013191684100188707,-8.773374869526025,-8.803028658809717
56,56,0.013309741968807486,0.013198646079552801,-8.760601106623586,-8.800737251865963
57,57,0.013274094301093485,0.013192825754614253,-8.779631411283454,-8.802652821456443
58,58,0.013271024249033215,0.013200931594167886,-8.773870789885848,-8.799985280451581
59,59,0.013267762632560484,0.013193455769827491,-8.772559953620789,-8.802445431771448
60,60,0.013214856453393539,0.013206525166568003,-8.783342808607486,-8.798145453401336
61,61,0.013226591482681712,0.013200646756510986,-8.781132807724708,-8.800078989563204
62,62,0.013265489927041777,0.013194077403137558,-8.771646399518424,-8.802240810964637
63,63,0.013271553672312461,0.013199061204336192,-8.768941184281648,-8.80060065939541
64,64,0.013266134920731648,0.013193571204809766,-8.770676484711782,-8.802407433723491
65,65,0.01319188811845079,0.01319960646919514,-8.788192160296981,-8.800421252220488
66,66,0.013249234411596637,0.013194218179897257,-8.775804948488947,-8.80219447332246
67,67,0.013272015877144853,0.013192977070024139,-8.770619914087911,-8.80260301023942
68,68,0.013244780769437244,0.013190574208764653,-8.782664549165753,-8.803394070834432
69,69,0.013283606925883243,0.013192832273872275,-8.772244743189448,-8.80265067538316
70,70,0.013216639494465799,0.01319381467213756,-8.78387132169694,-8.802327292009203
71,71,0.013247137802854641,0.013194203670871886,-8.78272478118311,-8.80219924904546
72,72,0.013288288578851936,0.013183410818639555,-8.769281380566374,-8.805753229585997
73,73,0.013280683571530371,0.01318957759557586,-8.774339209838681,-8.803722214214275
74,74,0.0132238544888564,0.013198641717041793,-8.78663821149689,-8.800738687327419
75,75,0.01326883477686914,0.0131767250499443,-8.771486902923186,-8.807956247452344
76,76,0.013235477548207818,0.013192064324884038,-8.782801247397263,-8.802903483656879
77,77,0.013245137686812385,0.013186428793951085,-8.778391558502413,-8.804759146914812
78,78,0.013264870559124602,0.013186339337966944,-8.77083814498005,-8.804788609305785
79,79,0.013220462170381522,0.013186775736118617,-8.78526494978173,-8.80464488315992
80,80,0.01323285412773029,0.01318412460386753,-8.7812741751696,-8.805518097268257
81,81,0.013262054930949948,0.013189224036116349,-8.780419270140582,-8.803838632635735
82,82,0.013225484850634005,0.013181263384850402,-8.786393567650565,-8.80646070553639
83,83,0.01329097670224524,0.013181717429114016,-8.768330178500324,-8.806311110223447
84,84,0.013279449309884887,0.013183017506411201,-8.777151651897517,-8.805882798390954
85,85,0.013276957753162408,0.013194003485535321,-8.771528968617789,-8.802265141651588
86,86,0.013248029193773712,0.013188767933139675,-8.778030101767262,-8.80398882072147
87,87,0.013262469801552518,0.013191069133187594,-8.776348080707447,-8.803231121966478
88,88,0.013188161397564043,0.013183771436543841,-8.795025720512351,-8.805634434665555
89,89,0.013252076395240026,0.013180868651129697,-8.78312576883876,-8.80659076381582
90,90,0.013258149338521293,0.013187270121354806,-8.777902483925592,-8.804482064924752
91,91,0.013245879874094245,0.013186462223529816,-8.779683081727754,-8.804748136910966
92,92,0.013223575178495388,0.013193818054309017,-8.780906363743316,-8.802326178716157
93,93,0.013246465512772197,0.013188652449140423,-8.779139668637889,-8.804026848749153
94,94,0.013215722535381611,0.013199607841670513,-8.784121973212706,-8.800420800647593
95,95,0.013191033759605638,0.013189134580132208,-8.790973757446883,-8.803868088782611
96,96,0.013268404601852303,0.013185479972315462,-8.773512523602124,-8.805071652167648
97,97,0.013255869288035889,0.013183782661431715,-8.775875079307134,-8.805630737009833
98,98,0.013243871049705855,0.013183857314288616,-8.776117866817568,-8.805606145257336
99,99,0.013229280335771055,0.01317935211485938,-8.78256112521785,-8.807090473845093
100,100,0.013275870256433167,0.013188066745274946,-8.768314958797738,-8.804219721831641
101,101,0.013238218708981559,0.013198473588808587,-8.778909694336638,-8.800794009405674
102,102,0.013269992161196531,0.013190401423918573,-8.774749210645446,-8.803450959939866
103,103,0.013270530696074987,0.01318499838051043,-8.771284780849335,-8.805230278538152
104,104,0.013221354771059813,0.013179344566244828,-8.786145177793156,-8.807092961313792
105,105,0.0132587350156043,0.013191276033850093,-8.777433481197626,-8.803163003825002
106,106,0.01327837842334177,0.01318608229293635,-8.7790612252627,-8.804873268378776
107,107,0.013258539658692694,0.013196430855283612,-8.780326837925905,-8.801466220893726
108,108,0.013245232883341534,0.013190221433576784,-8.783830613792018,-8.803510222234511
109,109,0.01327753585484839,0.013188073950770655,-8.76759934911194,-8.804217349000027
110,110,0.01324487044523979,0.013185315961508374,-8.77480340151341,-8.805125673281513
111,111,0.013274842431557547,0.01319728002540375,-8.768614094721904,-8.801186768035302
112,112,0.013214192698834483,0.013197575352693858,-8.788507368502307,-8.801089583178165
113,113,0.013243629289887001,0.013183587622877798,-8.772928888881562,-8.805694986244255
114,114,0.013231233876083315,0.013177893663707533,-8.784110003240496,-8.807571098636728
115,115,0.013194649643504742,0.013184460566232079,-8.790829487662252,-8.80540743027561
116,116,0.013248045563928246,0.013185773731062287,-8.775173127282805,-8.804974896962761
117,117,0.013230425900942887,0.013178629359524501,-8.778466136092662,-8.80732864735932
118,118,0.013218768824314334,0.013185227583897742,-8.785624889214677,-8.805154782964866
119,119,0.013252589409959685,0.013185741134772175,-8.77499842112221,-8.804985633083911
120,120,0.01320494789169314,0.013188260901523264,-8.790403222378163,-8.804155784964916
121,121,0.013203233413244645,0.013189907087699362,-8.791421778283325,-8.803613723383014
122,122,0.013281574443981205,0.013192047168941875,-8.77434519704645,-8.802909131549185
123,123,0.013232983216720144,0.013189394321096571,-8.784426793996772,-8.803782561596487
124,124,0.013302909344741978,0.013185757898578518,-8.768972260908455,-8.804980111646861
125,125,0.013196348721526334,0.013185982200268068,-8.785859993635006,-8.804906234848675
126,126,0.01322565370805792,0.013185882156616762,-8.784775159274407,-8.804939185424427
127,127,0.013283497365863667,0.01318608145964773,-8.769762561863715,-8.804873542829256
128,128,0.013231086871135481,0.013189284032896945,-8.784602549215762,-8.803818876953818
129,129,0.013254526551313622,0.01319010599859451,-8.773620620839953,-8.803548229932446
130,130,0.013241074470438293,0.013192416070715376,-8.774619936632206,-8.80278768734685
131,131,0.013243643595769848,0.013188440548746209,-8.781349568763048,-8.804096626849361
132,132,0.01323104201403168,0.013187166548481113,-8.787116860360316,-8.804516174565148
133,133,0.013258944495974742,0.013185041809552595,-8.770977407045141,-8.805215973673064
134,134,0.013207038038784695,0.013188276096786323,-8.786368872957691,-8.804150781109483
135,135,0.013181955457578614,0.013179659059173182,-8.794082140914895,-8.806989328759746
136,136,0.013226915477323778,0.013182403813851508,-8.77984680575452,-8.80608497478637
137,137,0.013264028547504513,0.013177769111567423,-8.773124356791424,-8.8076121465949
138,138,0.013271815393158455,0.013186184542351648,-8.775258476342,-8.804839591822173
139,139,0.013265572891561026,0.013190255696444135,-8.778456872642511,-8.803498941032773
