,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.016155508951735252,0.016122781426498766,-4.904153907712129,-4.933571222096705
1,1,0.015878858150357437,0.01585838757455349,-4.984175270932309,-5.005380609049689
2,2,0.015600673595116925,0.015612318719688215,-5.051800919141346,-5.073296799253438
3,3,0.015393580761306064,0.015415015287305179,-5.11469243289922,-5.128531288264182
4,4,0.015203410068277232,0.015234568303352907,-5.1672483409537815,-5.179669363037732
5,5,0.015061814856437063,0.015085607522020214,-5.215846172636298,-5.222342839752767
6,6,0.014926126658839663,0.014992179839234603,-5.253444816541657,-5.249323054155153
7,7,0.014786231014685533,0.014884363320705137,-5.28520947446668,-5.280668261710968
8,8,0.014702387470944026,0.014841944224348194,-5.308489074942652,-5.29306293397338
9,9,0.014701267502741101,0.01479717015631889,-5.31612706549768,-5.306184206909722
10,10,0.014688993880966889,0.0147805764879051,-5.321769250299991,-5.311057153770341
11,11,0.014668295044720787,0.014780611486027115,-5.328172941172042,-5.311046870360025
12,12,0.014686199990053153,0.014808241326950099,-5.325243934587745,-5.302936051726883
13,13,0.014678499488563267,0.014818290003428334,-5.3235271065664165,-5.299989986348108
14,14,0.014674053124161725,0.014817058304814916,-5.318761827153441,-5.3003509876131645
15,15,0.014755264519877041,0.014832074116719397,-5.301943041993054,-5.295952015854902
16,16,0.014737920201930804,0.014858465151567208,-5.307676218565457,-5.288231385575277
17,17,0.014758628082567268,0.014861008593518483,-5.3032091013779485,-5.287488032703923
18,18,0.014781256916827148,0.014895530074442687,-5.295407339316483,-5.277411258946088
19,19,0.014793470252266865,0.014897774757915422,-5.293337469491657,-5.276756847726416
20,20,0.014811632453857623,0.014917262388687385,-5.291942706171147,-5.271079597234829
21,21,0.014781435202691973,0.01491941364580079,-5.2877659592399056,-5.270453335050633
22,22,0.014839636449961318,0.014943940614007022,-5.273105046532633,-5.2633195554676835
23,23,0.014818205104507123,0.014953280946141794,-5.279954124290116,-5.260605955590792
24,24,0.014820367366689997,0.014975911545518198,-5.275098064540494,-5.254038223229037
25,25,0.014870156044351686,0.014992909505963326,-5.269804939783587,-5.249111688946046
26,26,0.014843106788304663,0.015022330035112406,-5.270068333049208,-5.240597895452185
27,27,0.014908073268369916,0.015032264698100718,-5.256159727128487,-5.237726740801232
28,28,0.014913971747089293,0.015055502960948567,-5.2521036593389505,-5.231018199679167
29,29,0.014923296974415017,0.015070678421149128,-5.248275551942094,-5.226642856452425
30,30,0.014954141513972553,0.015077111703392706,-5.238115651200157,-5.224789361380462
31,31,0.014985950673287063,0.015103981977230624,-5.238390035851101,-5.21705629851549
32,32,0.014990562169822221,0.015118269739966644,-5.231285667460838,-5.212949988346852
33,33,0.015014644827424865,0.015141752842617663,-5.227623475569654,-5.2062093562678005
34,34,0.0150670965211754,0.015167471119447759,-5.21724076142328,-5.19883911913735
35,35,0.015000696658857704,0.015155668468459657,-5.22518047595285,-5.202219921075724
36,36,0.015053664458934794,0.015165135264396667,-5.2139746264903035,-5.199508002614348
37,37,0.015081073282305728,0.015203759319296009,-5.2124436966799,-5.188461026301351
38,38,0.015111795434555443,0.015204974597221926,-5.202038791230863,-5.188113896756967
39,39,0.015084442989804695,0.01520703973150567,-5.209224702661258,-5.187524079577806
40,40,0.01506558824906644,0.015211917557998708,-5.202326369288671,-5.186131255275774
41,41,0.015104090055623619,0.015246509672387651,-5.194515957987582,-5.176266549693924
42,42,0.015085840184894419,0.015243607377143283,-5.197675529031925,-5.177093342724099
43,43,0.015121944018245972,0.015245989651272171,-5.194467392225333,-5.176414679434651
44,44,0.01510874953927453,0.01524016202280396,-5.198468373831631,-5.1780750444057455
45,45,0.015137083060348156,0.01524983998388052,-5.19341537980316,-5.175318019180322
46,46,0.015125913180641293,0.015235797943253266,-5.190273374432868,-5.179318841603614
47,47,0.01511161623657057,0.015269688624692591,-5.188937807164554,-5.169669074529921
48,48,0.015124158588113244,0.015242111329969606,-5.188832801545629,-5.177519591512234
49,49,0.015148467643512893,0.015263811489076991,-5.184580681144444,-5.171340948104365
50,50,0.015101274408246438,0.015272774880653933,-5.1962665290909404,-5.168791382435386
51,51,0.015152596455720282,0.015268101062821714,-5.187612232784976,-5.1701206261110135
52,52,0.015202618415285018,0.015266405712617072,-5.181080509802571,-5.170602887864866
53,53,0.015177417930561243,0.015268868276555287,-5.182486419452294,-5.16990240099031
54,54,0.015155664645135403,0.015270994436976156,-5.191179570062112,-5.169297696412178
55,55,0.015143153036838955,0.015273006142754304,-5.186156202319103,-5.168725621567141
56,56,0.015129502536248915,0.015264520225556273,-5.190508745931513,-5.171139299127927
57,57,0.015098991419774355,0.015251332746916696,-5.192743063628465,-5.1748929215910335
58,58,0.015123491386700537,0.01526837756759242,-5.190930466186953,-5.170041976245983
59,59,0.015111346143422667,0.0152858837850784,-5.19285798955249,-5.165065351612611
60,60,0.015157733717453234,0.015266001028449912,-5.183326941722283,-5.170718012821906
61,61,0.015146307291981485,0.01527734860581787,-5.186901420450668,-5.167490999072838
62,62,0.015180448463820304,0.015268583831034209,-5.184782332934565,-5.169983306967518
63,63,0.015120700404969687,0.015249315551237055,-5.187711484585767,-5.175467372956985
64,64,0.015120681068024685,0.015271424119801898,-5.191728676481055,-5.169175499880917
65,65,0.015124806471783476,0.015274170443023505,-5.1898933927029365,-5.168394560409316
66,66,0.015162066834949955,0.015268752498454169,-5.186798139340646,-5.169935332036779
67,67,0.015156879445019457,0.015289319483073134,-5.1883374516581355,-5.164089328870396
68,68,0.015134030789828178,0.015259491426772192,-5.190293291109422,-5.172570290314251
69,69,0.015154133896468226,0.015255972154830632,-5.187176243729857,-5.173572012203369
70,70,0.015080359457156708,0.015267980334005858,-5.198497235868468,-5.170154967032399
71,71,0.015108003473082153,0.015273688802201497,-5.186123485837393,-5.16853150876278
72,72,0.015108535277474787,0.01527234054121532,-5.191009073239199,-5.168914892344496
73,73,0.015193092838390586,0.015281942967129382,-5.185533451496543,-5.166185140410683
74,74,0.015103787683027307,0.015283735959153427,-5.187542020457617,-5.165675623481639
75,75,0.015142748689221353,0.015264869814640597,-5.187030514644891,-5.171039837848116
76,76,0.015113012586749092,0.015259881209778158,-5.19169358042265,-5.172459357097729
77,77,0.015122461823996194,0.015274092015859327,-5.187596853391102,-5.168416859867219
78,78,0.015148140672479094,0.015257662848422402,-5.191582561491652,-5.173090746108281
79,79,0.015121186392132155,0.01527262229080263,-5.190792274014756,-5.168834772887994
80,80,0.015199535670354194,0.015284775805316474,-5.179037559219996,-5.165380156398195
81,81,0.015164332329919658,0.01526333788703931,-5.185258852231003,-5.171475702089459
82,82,0.015165958659166527,0.01528668143835507,-5.185352442219521,-5.16483873247609
83,83,0.01519392884922089,0.015267458499262207,-5.181505544190338,-5.17030340436182
84,84,0.015131880634838772,0.015267066608526204,-5.191275236979908,-5.170414882096328
85,85,0.015170670047248761,0.015262434700209843,-5.185938851992855,-5.171732697423588
86,86,0.015176254151792256,0.01527160425719462,-5.186812208902436,-5.169124272036266
87,87,0.015139220128815198,0.0152786945630061,-5.187335238438165,-5.167108396013354
88,88,0.015133319816254463,0.015273454501048514,-5.189554275555737,-5.168598130834008
89,89,0.01517077320322548,0.015276262928780756,-5.184106338970153,-5.16779963921249
90,90,0.015146512999055312,0.015254157301234571,-5.190626913876761,-5.174088680547431
91,91,0.015164720307382726,0.015263312986414684,-5.183082348190097,-5.171482787179739
92,92,0.015107161231031738,0.015286694427854136,-5.19593573134673,-5.164835042162144
93,93,0.015160085335757929,0.015265430372796561,-5.184465765419615,-5.170880358699562
94,94,0.015171539700906915,0.015266042447795993,-5.18561417040482,-5.170706229664672
95,95,0.01512605523133708,0.015259983557227411,-5.188663177640317,-5.172430229227873
96,96,0.01511967584452371,0.0152718230199657,-5.192657124084991,-5.169062060639053
97,97,0.015101098733925327,0.015277215181604811,-5.18866627898338,-5.16752892820178
98,98,0.015141697360452303,0.015270850866248733,-5.192538115002541,-5.169338526934411
99,99,0.015149580938837578,0.015279357517628293,-5.186289293844557,-5.1669199562964145
100,100,0.015135404519429527,0.015287662415128005,-5.192214397955074,-5.16456004600514
101,101,0.015127723230068217,0.015278310220884649,-5.191760655487481,-5.167217646028988
102,102,0.015156981055192725,0.015275513802311923,-5.18738238068309,-5.16801261634609
103,103,0.015116248759873135,0.015257619272329305,-5.192252109137665,-5.173103149635603
104,104,0.015117150462549371,0.015276556148340828,-5.187422514396609,-5.1677162795482925
105,105,0.015117996237864815,0.015274957018463235,-5.186006341807559,-5.168170917116342
106,106,0.015162946819567803,0.015288947444213065,-5.182524092219561,-5.1641950081257795
107,107,0.015130567921267957,0.015258541281678174,-5.184509643899748,-5.172840715852761
108,108,0.015171338227990362,0.015282285105633108,-5.177942761640465,-5.166087909841752
109,109,0.015099966658528932,0.01527053367738661,-5.1889204828340905,-5.16942873461465
110,110,0.01515652934454151,0.015285291856056765,-5.185911443541368,-5.165233530625956
111,111,0.015160679577168115,0.015271968551372228,-5.185864688077842,-5.169020675150515
112,112,0.015119824222452248,0.015275078776635621,-5.186866257127148,-5.168136299217529
113,113,0.015165174677583975,0.015284179611817786,-5.1838251684881245,-5.165549559338613
114,114,0.01514541667876477,0.015263390482256287,-5.184644418863645,-5.171460736966285
115,115,0.015108430095631438,0.0152661880282195,-5.192418612020439,-5.170664814560951
116,116,0.015097047423118168,0.015268897833792787,-5.196040247958365,-5.169893993993479
117,117,0.015177592558344616,0.015264543508620639,-5.186243733065785,-5.171132674813165
118,118,0.01515525181000073,0.015258425944729856,-5.184686731142816,-5.172873543623517
119,119,0.015161257813271788,0.01526369453456841,-5.179902631827292,-5.171374224781254
120,120,0.015167038263657043,0.015273874331461755,-5.184208419646969,-5.168478755400026
121,121,0.015163789628092776,0.015276932304627016,-5.18498908044479,-5.167609344067136
122,122,0.015151102153449943,0.015270508678728029,-5.188652929603352,-5.169435844247222
123,123,0.01514477704258002,0.015263904376249565,-5.188855464009665,-5.171314519408115
124,124,0.015117362679279957,0.01528159823072584,-5.193238139673582,-5.166283111465022
125,125,0.015164556173780529,0.015254066521792035,-5.1838967866909025,-5.174114526044824
126,126,0.015146882398073207,0.01527163871612988,-5.182683324213507,-5.169114472601772
127,127,0.015134614008987687,0.015269795481703784,-5.190747606363656,-5.169638682785154
128,128,0.015136801512892713,0.015273493322494783,-5.18826491019511,-5.168587092127299
129,129,0.015160967471058835,0.015265557914972305,-5.182248158582075,-5.17084407368801
130,130,0.015125517848610263,0.01526530807543742,-5.187178533062486,-5.170915151875834
131,131,0.015101659332507664,0.015285459543137174,-5.194512926296097,-5.165185886671932
132,132,0.015142312513414732,0.015288845930052431,-5.189540027046244,-5.164223844110939
133,133,0.015113537487833156,0.015270107768868146,-5.188963627660112,-5.169549864827125
134,134,0.015159047650384535,0.015283615867558279,-5.182437974938139,-5.165709748202283
135,135,0.01512483726303602,0.015266978721085348,-5.190328746969639,-5.1704398830617615
136,136,0.015154886568329999,0.01528096517645999,-5.1864248326201405,-5.166463025676262
137,137,0.015133985913521851,0.015250187367200851,-5.186669900228549,-5.17521909031223
138,138,0.01515669855721218,0.015278519229277185,-5.186040346154295,-5.167158234635081
139,139,0.01515316669397133,0.015269667890511061,-5.192382746378454,-5.1696749716683374
