,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0036928061439089246,0.0035719226089943397,-11.311957819729063,-11.44262012064184
1,1,0.0034706682019588564,0.003369178132791268,-11.573778626655365,-11.696400794507102
2,2,0.0032929137670771056,0.0031847393899959954,-11.81185829236874,-11.940901533191361
3,3,0.0031304387879778736,0.003038109157626566,-12.032819380398266,-12.14560678973948
4,4,0.002966788422181895,0.002888602118841127,-12.268801160956516,-12.36476327273446
5,5,0.0028344545076534,0.00275620357378533,-12.464839764350428,-12.56852761244433
6,6,0.002701598990074906,0.002636680906442435,-12.668733748384115,-12.76106478493614
7,7,0.002612345297484822,0.0025366530140959903,-12.82578481525153,-12.929029881157646
8,8,0.0025100384109183072,0.002430530497804284,-12.99394493499068,-13.114629778640644
9,9,0.00239704413934774,0.002344765982247497,-13.198448240704852,-13.270645479954368
10,10,0.0023142659854259074,0.0022706722620090374,-13.341504938661046,-13.410095979965302
11,11,0.00224025899390738,0.0021885979773574754,-13.502677590128478,-13.569980592248363
12,12,0.002170048022796352,0.002118493025926383,-13.63023004118004,-13.711370141049507
13,13,0.00210086642956534,0.002058570873678515,-13.771846835774541,-13.835982290134027
14,14,0.002020787932554778,0.0020055525482779273,-13.927627625919872,-13.949300071592408
15,15,0.0019754064509395473,0.001941081932990959,-14.02853124372758,-14.091201854199726
16,16,0.0019222082937443534,0.0018973265970615965,-14.144941889848548,-14.190219579725722
17,17,0.0018812296492018805,0.0018432929339867673,-14.251846097875784,-14.315696944661475
18,18,0.001832101290047015,0.001805661111383846,-14.361079813636113,-14.405278080253929
19,19,0.0017857197408093926,0.001766778975970259,-14.472043696988841,-14.499818300778857
20,20,0.0017493905657998373,0.0017295517395005415,-14.557169072193973,-14.592304942938334
21,21,0.001724171717459163,0.0016929011081198329,-14.62547960895204,-14.685324634826813
22,22,0.0016739386021034774,0.001660798958159591,-14.746250950507287,-14.768469890180187
23,23,0.0016468706872006973,0.001638161465770712,-14.819872059511495,-14.828073468759444
24,24,0.001635115394445578,0.001613117172382772,-14.852276301677826,-14.894981382597924
25,25,0.0016070296423816958,0.0015966012877853292,-14.929213070018982,-14.939675775199369
26,26,0.0015883002665431536,0.0015704124479701644,-14.970635061897609,-15.01150323680666
27,27,0.001566844357456052,0.0015633731075611554,-15.042512503136564,-15.031014156003748
28,28,0.0015562123981467688,0.0015428979623768675,-15.06922283429633,-15.088268472564415
29,29,0.0015342037203078418,0.001527077457132308,-15.122101141582451,-15.133029866463826
30,30,0.0015224130660986778,0.0015224223576584144,-15.163743414946149,-15.146288995549558
31,31,0.0015277265674271381,0.0015134857906224696,-15.156217688362442,-15.171857048146455
32,32,0.0015067796885352774,0.001491500450739343,-15.212730863720115,-15.235406638037938
33,33,0.0014988713880962471,0.0014882103086596256,-15.237546984570873,-15.244997442286985
34,34,0.0014859166898831878,0.0014856136281435426,-15.264477595229906,-15.25258178036465
35,35,0.0014837623451423552,0.0014665088996193127,-15.281964005840415,-15.308793498747663
36,36,0.0014753126318460888,0.0014643862255309757,-15.29593134464145,-15.31508417627286
37,37,0.001469916708469775,0.0014611480230661599,-15.316764199628672,-15.32469837946849
38,38,0.001451753328323902,0.0014559121765686494,-15.37343730753614,-15.340288744618853
39,39,0.001452236108664308,0.0014545174536148185,-15.364409910490558,-15.344451157774069
40,40,0.0014535407763761805,0.0014540236810908506,-15.368764118854845,-15.345925729902177
41,41,0.001457436557513537,0.0014445284430525806,-15.353930585071664,-15.374379551387882
42,42,0.0014541584424693714,0.0014450925181766874,-15.370423738452068,-15.372684002247166
43,43,0.0014541683665755176,0.001448357943445444,-15.372527914545751,-15.362881472041979
44,44,0.001458558285148027,0.0014442697559532366,-15.351510867883658,-15.375157358436663
45,45,0.0014488726047818194,0.001446260482464966,-15.382461583561666,-15.369175330196839
46,46,0.0014435792060991384,0.0014415591844896738,-15.387900657236884,-15.383315753129533
47,47,0.0014482870837193482,0.0014446401282360679,-15.382385883661819,-15.374043785178841
48,48,0.0014415605548173957,0.001449809550601793,-15.394055674067413,-15.358530964130292
49,49,0.0014472653592466232,0.001443603296617144,-15.384637707907773,-15.377161876031082
50,50,0.0014511691826424493,0.0014472373847016378,-15.3653914938857,-15.36624280156649
51,51,0.0014541811434571276,0.0014516756759564344,-15.367448605827159,-15.352944528270536
52,52,0.0014548991847610504,0.0014494434979401137,-15.351988065285427,-15.359627623505908
53,53,0.001458369503901868,0.0014502087755030708,-15.351953703278337,-15.35733523946057
54,54,0.0014459723654711985,0.0014585816595507296,-15.392284525749453,-15.332333043779906
55,55,0.0014487497470120794,0.0014569796131629694,-15.383869342071012,-15.337105778158652
56,56,0.0014532868241526418,0.0014484243063060077,-15.363693125359358,-15.362682485568946
57,57,0.0014586666342082252,0.0014490868442838913,-15.354430402572232,-15.36069639075925
58,58,0.0014576140464734786,0.0014511560592310208,-15.355997540739574,-15.354499331990134
59,59,0.0014641507175875846,0.0014518715355447249,-15.334315208199866,-15.352358619157611
60,60,0.0014515887962692638,0.0014446623880710256,-15.37117124243354,-15.373976867135916
61,61,0.001457024126832095,0.0014463624990496196,-15.351564525721638,-15.368868997570157
62,62,0.0014642788692540729,0.0014649721377186086,-15.336652700361508,-15.313346878190423
63,63,0.0014616299310180637,0.0014470412800284592,-15.339903286141512,-15.366831322489546
64,64,0.001454791432179357,0.0014596283742177643,-15.360197509346618,-15.329217555735832
65,65,0.0014663166210497009,0.0014506679175323562,-15.33022278606952,-15.355960462987841
66,66,0.0014547600144443592,0.0014547908029175903,-15.360011617031873,-15.343635059349923
67,67,0.0014695723495474948,0.0014646697090938687,-15.312709514339941,-15.314243527611946
68,68,0.0014621142295582854,0.0014618279498168512,-15.345376472027628,-15.322677915092534
69,69,0.001471672451949304,0.0014647767437916052,-15.312140470087861,-15.31392616677694
70,70,0.0014669378588129719,0.0014664024837609184,-15.324317023008769,-15.309108651945744
71,71,0.0014682512684754028,0.0014663533074781299,-15.31801672353591,-15.309254296450625
72,72,0.0014797407802501598,0.001472308478122087,-15.298076578270495,-15.29165239818185
73,73,0.001478928388528449,0.0014760530443469946,-15.292083497399382,-15.280620879078118
74,74,0.0014854830356084347,0.001483155402207845,-15.268585131812264,-15.259773947840277
75,75,0.0014898036870644572,0.0014807864178070112,-15.26348553332376,-15.266716304570313
76,76,0.001486331098424943,0.001485459561655788,-15.272782415051482,-15.253032191520914
77,77,0.0014786571696323832,0.0014901413692553576,-15.27600285436929,-15.239365809967119
78,78,0.0014948793806942161,0.0014867313500297697,-15.246587600395554,-15.249315534528883
79,79,0.0014995342989442583,0.00149979498114829,-15.222882514885246,-15.211321567865747
80,80,0.001503466250442122,0.0014975539494403883,-15.216749080487482,-15.217815759288946
81,81,0.001502364805477105,0.001501748705969045,-15.221235557975527,-15.205667863524992
82,82,0.001502065247251201,0.0015007015991661894,-15.22034293786032,-15.208697074194042
83,83,0.0015034781608096871,0.0015097102272863452,-15.211631711202608,-15.182704556317981
84,84,0.0015124141757098055,0.0015082438537654909,-15.200507128094475,-15.186924885465
85,85,0.0015152144382621364,0.001499538328253517,-15.191236749522403,-15.212064819280233
86,86,0.0015108217185209553,0.0015063095335407478,-15.192944536019567,-15.192498279644518
87,87,0.0014985555785314477,0.0015037401738625608,-15.230262273116672,-15.199912502728807
88,88,0.0015031999065876775,0.0014943729007714673,-15.219531806359397,-15.227050693652679
89,89,0.001499402239563462,0.0014966763188376238,-15.226568352868004,-15.220361656596065
90,90,0.0014959470388124284,0.0015019347131448356,-15.235755701394451,-15.205129978009966
91,91,0.0015019733955622795,0.0014911921033145565,-15.21552285174881,-15.236304575610408
92,92,0.0014899502395527419,0.0014930645089694544,-15.25173096604696,-15.230854805994984
93,93,0.0014917512193859852,0.0014837233741816721,-15.25539126145858,-15.258111142476707
94,94,0.0014837215817773465,0.0014820153469611939,-15.2743104949728,-15.263113517591675
95,95,0.0014793625300673326,0.0014857224887236953,-15.291394780766232,-15.252263556189272
96,96,0.001485084940813789,0.0014651463318027947,-15.276124150832365,-15.3128305063753
97,97,0.0014703786288647307,0.0014779021179205493,-15.308012739864594,-15.275183812430853
98,98,0.001469123825315655,0.0014674121048301458,-15.317995475660046,-15.306119554555657
99,99,0.0014702461482284917,0.0014739269819600803,-15.320831929411305,-15.286880835514769
100,100,0.001471694404038495,0.0014734527427016904,-15.309555069182988,-15.288278412440977
101,101,0.0014790583992396126,0.0014693292629856028,-15.297900702623382,-15.300449247083206
102,102,0.0014690081528916034,0.0014613663937014184,-15.312926618485431,-15.324049368729417
103,103,0.0014797964759804693,0.0014639472049709998,-15.29177098165831,-15.316386379130513
104,104,0.0014636131284335994,0.0014620941671493806,-15.335090598519807,-15.321887081997813
105,105,0.0014798980489488423,0.0014652256045098368,-15.297932928547741,-15.312595534842742
106,106,0.0014665158400696116,0.0014561556867863003,-15.327625184562415,-15.339562421270486
107,107,0.0014754244397615188,0.0014659274418495204,-15.302446860313026,-15.310515779300658
108,108,0.0014576524131230473,0.0014628485874517967,-15.345998865340356,-15.31964676067101
109,109,0.001465065890836731,0.0014712283216220768,-15.328314385138448,-15.29483976127949
110,110,0.0014668161207906057,0.001458876196442074,-15.323571328704734,-15.331456145100464
111,111,0.0014605576342893477,0.0014715353333342232,-15.333373089276499,-15.29393358254017
112,112,0.0014716340516953124,0.0014642164736103855,-15.308384469345635,-15.31558764041642
113,113,0.001459390527482346,0.001461582209326719,-15.351793701577892,-15.323408046913155
114,114,0.001465227529310535,0.0014644865020129242,-15.332215235734116,-15.314786795492996
115,115,0.0014724993439794508,0.0014614595994843465,-15.317730289569143,-15.323772385034083
116,116,0.0014721172892959002,0.00147207519407139,-15.314097110568897,-15.292340582789734
117,117,0.0014695429888832354,0.0014644147105220902,-15.318326378689624,-15.314999698872526
118,118,0.00147951486731697,0.0014670738938117498,-15.29205765828108,-15.307120637401013
119,119,0.001464594243161534,0.001467923168092966,-15.329337649569595,-15.304607277854348
120,120,0.0014709039392026583,0.0014688471871379175,-15.309560567847027,-15.301874368317014
121,121,0.001465124504151034,0.001472878306613941,-15.325081843097967,-15.289971870657999
122,122,0.0014622555493578775,0.0014642759373313502,-15.334794904702528,-15.315411271402823
123,123,0.0014742841576850137,0.001465422977497311,-15.31004844612189,-15.312010558534135
124,124,0.0014739921100476046,0.0014650104077238786,-15.308307459031594,-15.313233427329509
125,125,0.001465908542141011,0.0014623719831242373,-15.328785958242532,-15.321061947159329
126,126,0.0014608839116318478,0.0014676378525205348,-15.343558216121886,-15.305451484315926
127,127,0.0014579868863442355,0.0014599775098950456,-15.351898784292178,-15.32817886966093
128,128,0.0014754346855099976,0.0014615991630738503,-15.307823112952235,-15.323357670847567
129,129,0.0014747648509507328,0.0014753937598709996,-15.3072148035102,-15.282561104558596
130,130,0.0014669823390671733,0.0014702186392816273,-15.323725274234164,-15.297821283584554
131,131,0.001476230120199934,0.0014650303576337663,-15.2980162470016,-15.313174287293771
132,132,0.0014663324451323638,0.001465312278780498,-15.331149331142225,-15.312338638948669
133,133,0.001477744196272772,0.0014672801327450496,-15.29484069495343,-15.306510155979735
134,134,0.001463015590189505,0.0014617998814700466,-15.332725593194453,-15.322761304147756
135,135,0.0014675650769633423,0.0014606585272734886,-15.321898559373729,-15.326153543046217
136,136,0.0014572825304414961,0.0014610265467413946,-15.350422398316944,-15.325059456442489
137,137,0.00147363035963637,0.0014606428847305085,-15.310310901491437,-15.32620005293439
138,138,0.0014649109216406941,0.0014627000476282678,-15.322102392856085,-15.32008777214478
139,139,0.0014691285671397428,0.001473813354478855,-15.30843428590318,-15.287215653256368
140,140,0.001466867665174542,0.0014689616479077621,-15.323506771733918,-15.30153595500591
141,141,0.0014679579894759298,0.0014691202300845792,-15.320593439276227,-15.301067136455258
142,142,0.0014805090133600013,0.0014684893632013547,-15.288440848005799,-15.302932476295092
143,143,0.0014624406821238472,0.001463237573931876,-15.34047475605175,-15.31849208050432
144,144,0.0014641414175635761,0.0014658874439957895,-15.33493493396315,-15.310634278236236
145,145,0.0014639841032588912,0.0014637846340376296,-15.33709457984565,-15.316868688735596
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147,147,0.0014839249245399975,0.0014673176368600444,-15.286370521051559,-15.30639915044187
148,148,0.0014724330220505903,0.0014656578607269023,-15.30671301186274,-15.311314511605703
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150,150,0.0014773412516398221,0.0014636364557143104,-15.294134306330392,-15.317308345527271
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155,155,0.001471480825128629,0.0014695627369770879,-15.312269457473171,-15.299759215150189
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160,160,0.0014672312350252393,0.0014667339917076262,-15.320526756761817,-15.3081269582961
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163,163,0.0014708279908068247,0.0014638335529812856,-15.320315624540317,-15.316723552136933
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167,167,0.0014664540715400398,0.0014674047829191152,-15.324461232974079,-15.306141224497459
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172,172,0.001462538160153271,0.0014610109103255365,-15.333331298418127,-15.325105936401926
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