,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,295694.8046094301,0.0004849364386724406,71.69648593782298,-16.143273124827537
1,1,0.00048167432854000057,0.0004922350605116471,-16.175720791248146,-16.07839587166388
2,2,0.0004827956208171918,0.00047806975903528695,-16.172472325947986,-16.205208585372215
3,3,0.00047648786903195777,0.0004716929826444309,-16.225355276834836,-16.26352715888902
4,4,0.0004653229414768632,0.0004611498856990549,-16.334508007090808,-16.361700258736672
5,5,0.0004510835959868909,0.000448819845731027,-16.46206264777217,-16.47940079075773
6,6,0.00045301630995812415,0.00045014802047884777,-16.458419675604176,-16.466567865235806
7,7,0.00046986985121152757,0.00044647984261820585,-16.288867264659707,-16.502102747808173
8,8,0.0004616765438617428,0.00045975205476248736,-16.368133892784265,-16.37488452303112
9,9,0.0004787349862829043,0.0004622404629021491,-16.209876224407882,-16.351441717864258
10,10,0.00046374646499128914,0.00047243556687853446,-16.34532616070869,-16.256695455687474
11,11,0.0004494895200849962,0.0004368660754009493,-16.47798227223777,-16.596638100873314
12,12,0.00042354572713183066,0.0004339236536332847,-16.744733140140443,-16.625988065809285
13,13,0.0004342638637832145,0.000437968121045024,-16.631516109179444,-16.585696311054384
14,14,0.0004604425951574459,0.00045376640474913935,-16.38250568565458,-16.43179792082743
15,15,0.0004612261602851879,0.0004649482495886715,-16.37487415014806,-16.326075141598558
16,16,0.00046756320132528305,0.0004666613439392102,-16.314910839075946,-16.31010303767953
17,17,0.0004782966723948832,0.0004787790270424203,-16.207094448829793,-16.198770133600377
18,18,0.00048759309412940336,0.0004773635116993989,-16.139288096638456,-16.211629114907748
19,19,0.0004838855688690602,0.00047619995587554415,-16.169837156120373,-16.222227803755814
20,20,0.00048819127595820227,0.0004860132926535842,-16.128594178376158,-16.133639836543093
21,21,0.00047464605022375426,0.00048289149785169254,-16.25064163967149,-16.161625722482242
22,22,0.0004769694546151177,0.0004810918533047171,-16.219582003790187,-16.17784128477799
23,23,0.000471585243580306,0.000476543529657647,-16.27287289489352,-16.21909553979542
24,24,0.0004726966840608679,0.0004546236105900454,-16.265865270683953,-16.423601444186843
25,25,0.00045901334294857284,0.00047243935956717715,-16.388284541772173,-16.25666059088785
26,26,0.0004633236544437169,0.0004531444359791318,-16.347651678086706,-16.437754794093212
27,27,0.00046042292216821504,0.00044290843193027144,-16.377774135143905,-16.536981828984572
28,28,0.0004482008819828367,0.0004479021743846763,-16.490566062834212,-16.488289604283146
29,29,0.0004367858598119166,0.0004333557230175326,-16.616729591101482,-16.63167594850133
30,30,0.00042754530543029384,0.000422208831878379,-16.69873785449606,-16.74484817447002
31,31,0.0004297583760002378,0.0004087484787880002,-16.67985435479882,-16.88555981816438
32,32,0.0004182815810991931,0.0004107495892400804,-16.79896685207708,-16.864349934010175
33,33,0.0004021340468658384,0.00040806845553513423,-16.965181410447084,-16.892791069185442
34,34,0.0004042920679905327,0.0003935083805117756,-16.94204488515565,-17.050581452797314
35,35,0.0003940601888371958,0.00039186146520813435,-17.06165625170635,-17.06879573186182
36,36,0.000383948919257706,0.00038566897580351095,-17.16594566783482,-17.13797426688075
37,37,0.0003747729624779991,0.00036577043877179295,-17.272618418179096,-17.36803527922191
38,38,0.0003746890648359375,0.0003624438541010022,-17.278200698786016,-17.40771391310154
39,39,0.00036534420652651066,0.0003570992465890748,-17.384448567838465,-17.472231972872482
40,40,0.00035219019748145697,0.0003531290245806112,-17.54222407391459,-17.5207871639498
41,41,0.00035205404376179055,0.00034694771104688317,-17.543223519707848,-17.597481045819528
42,42,0.0003452830172033462,0.000336594095355586,-17.6280355463232,-17.729056380330558
43,43,0.0003480391994541146,0.0003397988330107182,-17.59847053782639,-17.687902481880776
44,44,0.0003374456358982308,0.00034383205255787626,-17.723629842084833,-17.636657713586942
45,45,0.00034055168999685455,0.0003392174518299534,-17.678782124683163,-17.695339437548128
46,46,0.0003335231773497671,0.0003410083116154726,-17.78272706197025,-17.67247166741973
47,47,0.00033755971001192314,0.0003379884828494764,-17.72809367903559,-17.711102295055674
48,48,0.0003325261920330489,0.0003339310014301813,-17.7912199046495,-17.76355391318769
49,49,0.00033685618221817405,0.0003297137874668758,-17.744040456619423,-17.818750230176562
50,50,0.0003378008109440585,0.0003275758154861825,-17.72463047922107,-17.84700300350837
51,51,0.0003331187154171201,0.0003305960854049772,-17.779798808551785,-17.80714424426916
52,52,0.0003316228757444385,0.00033550275532577773,-17.800145675470258,-17.74316040027673
53,53,0.0003379374246242619,0.0003365865635906199,-17.71884414850081,-17.729153560899263
54,54,0.0003375637755470024,0.00033783013197152237,-17.728591125731235,-17.71313748355893
55,55,0.0003401121513476384,0.0003319851346436496,-17.689114281300526,-17.788934935433865
56,56,0.0003359720522547429,0.00032968690931355874,-17.75333588272118,-17.819104279959426
57,57,0.0003387111892621273,0.00033378418639155204,-17.716176888468517,-17.76546373831456
58,58,0.00033963717053375525,0.000333773963288159,-17.699370247649945,-17.765596755562388
59,59,0.00033367758787227505,0.00033680756888842503,-17.770498665907517,-17.72630288608269
60,60,0.0003368563370385505,0.00033472931184070677,-17.73779135434267,-17.753183865377636
61,61,0.00033836331357699385,0.0003339334231752314,-17.716479738072284,-17.763522417259082
62,62,0.0003357187370150398,0.0003377496506896262,-17.754834725862242,-17.714172226684358
63,63,0.00034117747245826903,0.0003317828584266336,-17.67951238116117,-17.791581867750782
64,64,0.0003404402163254155,0.00033541224700839897,-17.690577664109412,-17.744332151181258
65,65,0.0003386637899237349,0.00033638222712876375,-17.708112692669868,-17.731790895699532
66,66,0.0003282636345229736,0.0003301921992954847,-17.84405231694495,-17.812453222487278
67,67,0.00033845988638727856,0.00033713300485703116,-17.71940708093571,-17.722108597687843
68,68,0.0003384755304462478,0.00032902576678775643,-17.715142410473334,-17.82782221290781
69,69,0.00033012017236840096,0.00033097952530768355,-17.816500086734578,-17.80211002445099
70,70,0.0003347743447202728,0.000331549366053782,-17.762466638072773,-17.794639293563723
71,71,0.0003334144640416291,0.00032582906944873303,-17.783291548537,-17.870223031089168
72,72,0.00032984546011256187,0.0003260295580778467,-17.82818311616012,-17.86755155895159
73,73,0.0003330446038630397,0.00032638335649512316,-17.789589512202152,-17.862841268521734
74,74,0.0003306905108326374,0.0003254999740563921,-17.816337991633038,-17.87461172913669
75,75,0.00032668705122334136,0.0003260931223753448,-17.863390409872725,-17.866704919981213
76,76,0.00033016455811016337,0.00033125842425138936,-17.812256918710034,-17.7984519955053
77,77,0.00033034921921405594,0.00032901783063272506,-17.82360621608361,-17.82792696670684
78,78,0.00032811967317571806,0.00032964016549828415,-17.84973066578621,-17.8197200769393
79,79,0.000333796401709779,0.0004589859377837887,-17.7719912959561,-16.382127511917183
80,80,0.00043134489720783283,0.0003727804272018961,-16.654681596793996,-17.285590295096213
81,81,0.00035683957580236967,0.0003503174995880966,-17.483489224429412,-17.555502988103868
82,82,0.00034651348424940995,0.0003480803249036207,-17.61430999966866,-17.583326555408163
83,83,0.0003411831555062348,0.00033611006648769895,-17.68305090050333,-17.735306114302947
84,84,0.0003378436691847812,0.0003369074057493555,-17.728887884473405,-17.7250157364796
85,85,0.0003388248754247601,0.00033633820375574653,-17.715973022997915,-17.732359307394066
86,86,0.00033352211400981726,0.0003371223099652286,-17.77570736542937,-17.722246371388476
87,87,0.00033206191422782607,0.00033200852646443407,-17.798434910513063,-17.788628940383383
88,88,0.0003367417330551201,0.0003283714406854032,-17.74709070972768,-17.836467528288754
89,89,0.00033266100517627737,0.0003305893945875333,-17.800047526547864,-17.807232140485375
90,90,0.00033202865155000893,0.00032691851926134214,-17.794355885959384,-17.85572608037057
91,91,0.0003260320479160693,0.0003302318969202277,-17.881872713932008,-17.811931119811433
92,92,0.0003279108735948763,0.00032359405917017475,-17.85544683592812,-17.9001159135693
93,93,0.0003273221598122,0.00032269130123926227,-17.86715319628668,-17.912248728789955
94,94,0.00032843565556326326,0.0003225229861288282,-17.84688958238107,-17.91451459074533
95,95,0.0003273716129208963,0.0003230344338685666,-17.856756045616542,-17.907633127664205
96,96,0.0003164736349999751,0.0003205921124103234,-18.00262733221586,-17.94059298084402
97,97,0.0003236629037047285,0.00032052107608730073,-17.905879540193407,-17.941555390720566
98,98,0.0003192068198239719,0.00032386761832688197,-17.965597863357374,-17.896446036465193
99,99,0.0003217470762559894,0.0003182828643873922,-17.933699740932877,-17.971988733620815
100,100,0.00032023876574197686,0.00032350648574433044,-17.945908912193328,-17.901291392592974
101,101,0.0003278322569478649,0.0003174459316620701,-17.846805802564806,-17.983423656077587
102,102,0.0003217276619007984,0.00031494206326131364,-17.936423691043398,-18.0178146287407
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