,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.00046636547608848314,0.0004422035233705844,-16.775666560048048,-17.01417832569886
1,1,0.00045023730250325094,0.0004572965293559001,-16.920501582739615,-16.868421258568933
2,2,0.0005198692922125157,0.0005152540030202976,-16.31924546126903,-16.350186566713663
3,3,0.0005129965075613335,0.0005108878172713479,-16.358195046506527,-16.387144846432044
4,4,0.0005023036222333645,0.0004891321188647692,-16.457798537330547,-16.57613849471116
5,5,0.0004933550863853205,0.0004836943898178441,-16.531236559749534,-16.624689809738907
6,6,0.0004745418093042429,0.00045291944192477355,-16.70879077450313,-16.910190676628808
7,7,0.00041763580520637333,0.00038907604941510056,-17.259722341891965,-17.57005533675811
8,8,0.0003847633845523269,0.0003597591038621766,-17.620900612351086,-17.91028238419262
9,9,0.00036207573685180587,0.0003431250623084213,-17.885224748431135,-18.115875905214832
10,10,0.00034450940858601523,0.0003286042161849572,-18.088163914742395,-18.303668997917356
11,11,0.000341026300562008,0.00031707435233616516,-18.13916941622049,-18.45878917154298
12,12,0.00032651960818557855,0.00031895597777819554,-18.333761708492506,-18.4330928519869
13,13,0.00032820537735554436,0.00031762674916535616,-18.308818361106272,-18.45122961461945
14,14,0.0003235923992253878,0.0003166564688160035,-18.368175740721615,-18.4645166674176
15,15,0.0003254391971889154,0.00031075428552484433,-18.34904442800427,-18.546229045917396
16,16,0.00032399097048274253,0.00031792656610425755,-18.36182506654924,-18.44713211882558
17,17,0.0003214495324952163,0.0003207502473072198,-18.40858997772961,-18.408730312795967
18,18,0.00031242534529043304,0.00030592587274058084,-18.514882068377513,-18.61423823520506
19,19,0.0003079479454042025,0.0002987406026621006,-18.588258533255033,-18.717457783989413
20,20,0.0003084522865823057,0.00029534855888127103,-18.57214443556119,-18.767051750697547
21,21,0.0003064985068385326,0.0002991852218799881,-18.606504399294305,-18.710998932388044
22,22,0.0003059830287946676,0.0002974758160570146,-18.610922425808724,-18.735883665937376
23,23,0.000306512584091289,0.00029615188127775724,-18.607913857183792,-18.755255353778978
24,24,0.0003026384021966843,0.0002961165522911439,-18.66662357315319,-18.755773469656376
25,25,0.0003028459548134088,0.0002943859098626203,-18.654180707626377,-18.7812301157175
26,26,0.00030135733289068044,0.00029576298057738885,-18.681901034453972,-18.760962169517718
27,27,0.000299173916723656,0.00029570237874347523,-18.69863104500794,-18.761852130078864
28,28,0.0003015457579899656,0.0002884815591019823,-18.681647150775312,-18.869219746453144
29,29,0.00029946707315699764,0.00029100775626782134,-18.705527270263936,-18.83135466731779
30,30,0.0003025643674527132,0.00029334785435103665,-18.658438284013407,-18.79657115197626
31,31,0.0003025837708564629,0.00029110180912539363,-18.661609402768807,-18.829951267001604
32,32,0.00030573079279700734,0.00029311486440220555,-18.61947665978927,-18.800021882984524
33,33,0.0002980711401833855,0.0002907898972472666,-18.72433032520957,-18.834607171837543
34,34,0.00029936740468928266,0.00029753474365478674,-18.70765892551055,-18.735023448241733
35,35,0.00030289414985652666,0.0002957781789040095,-18.656969829362748,-18.76073900501661
36,36,0.00030005495628034794,0.0002908916917237404,-18.69126732561208,-18.833087138172722
37,37,0.0002994049958867914,0.0002919454296045986,-18.71226817469926,-18.817383504038943
38,38,0.0002980356446116894,0.00029474705776297733,-18.715780530828177,-18.775905526243076
39,39,0.00030251370458479624,0.00028743327742344454,-18.66142000569997,-18.885029842751404
40,40,0.00029982282052815117,0.000297969726441232,-18.702787789506843,-18.728678889402627
41,41,0.00029745082834197844,0.0002893610278414072,-18.736569493072118,-18.855999927627394
42,42,0.0002991357721033093,0.0002892441269451458,-18.710903823826435,-18.857754817449816
43,43,0.00029690092466723596,0.0002895213562480517,-18.743972789896304,-18.853594266443288
44,44,0.0003018300046006544,0.0002907570068552894,-18.67465025440049,-18.835098417364186
45,45,0.00029546031836401093,0.00029187949564258913,-18.763910732485623,-18.818364440437993
46,46,0.00029868465793059815,0.00029127907749314447,-18.71241788526416,-18.82730740700974
47,47,0.000298846963692226,0.0002932243361627977,-18.71640919130028,-18.798400194308208
48,48,0.0002962100888439214,0.000293051407329346,-18.748449522434044,-18.80096219831884
49,49,0.0003033223722163665,0.0002915588388293001,-18.651172469032282,-18.823138192534476
50,50,0.00029841654534336446,0.00028420070884749293,-18.72775591534392,-18.934148743785645
51,51,0.00029825474994890774,0.00028906772556518644,-18.72381790956196,-18.860404258161083
52,52,0.0002961088819237253,0.00028852067465011616,-18.752293094598095,-18.868630921462756
53,53,0.0002961910105329583,0.0002835690071438684,-18.749410302031826,-18.943812685682097
54,54,0.0002973618942370504,0.0002854750108733577,-18.74046949631599,-18.914719330103274
55,55,0.00030020919698050494,0.00028599900542758405,-18.69360577847945,-18.906755083235293
56,56,0.0002947970726719299,0.00028696815991823216,-18.770345263524312,-18.892063182049238
57,57,0.00029844979571956256,0.0002870610302412196,-18.71929676356887,-18.890657920092202
58,58,0.0002920198309494509,0.0002897644620756374,-18.80000147290702,-18.849949104683844
59,59,0.0002961790404575349,0.00028761214190652887,-18.74942774176318,-18.882328147966753
60,60,0.00029804533228671814,0.0002880328730067336,-18.72544604657613,-18.875979748415414
61,61,0.0003030568039640016,0.000288926426468319,-18.65125332203397,-18.86252765055438
62,62,0.00029608197198201393,0.0002866021562735305,-18.75476591482624,-18.897605776578207
63,63,0.00029370728094063543,0.0002851289739881299,-18.779011579147603,-18.919986798687425
64,64,0.0002968036113594918,0.00028272756945194776,-18.745083785962475,-18.95671871515502
65,65,0.0002893764119398463,0.0002834132511021667,-18.851845761305114,-18.94619879177808
66,66,0.00029594795484355044,0.00028461784026340435,-18.75778218538769,-18.92777912363469
67,67,0.00029558547983694937,0.0002852778921614548,-18.76039688446747,-18.91771914216933
68,68,0.0002891488445889128,0.00028305120404662664,-18.85559958710244,-18.951750245479758
69,69,0.00029296392260464967,0.00028808190377036994,-18.79909660652879,-18.875240528003076
70,70,0.000294305122224614,0.0002850680994972783,-18.77643362880198,-18.920914108096586
71,71,0.0002943638849585826,0.0002898704965206745,-18.77651835169151,-18.848360167570853
72,72,0.0002968812207739378,0.0002944045577590403,-18.746931624709674,-18.780955020281606
73,73,0.00031102799868076733,0.0002984884608610484,-18.54893570992601,-18.72112484596105
74,74,0.0002960180431681196,0.00028794375860965565,-18.754837782719807,-18.877323618603665
75,75,0.0003147990639038269,0.0002992169036971111,-18.48485725584319,-18.71053906642909
76,76,0.0002942713653817581,0.00028068270675200775,-18.784720278645747,-18.988243752018803
77,77,0.00028949258723008186,0.0002829330608763389,-18.852763124152364,-18.953563332198083
78,78,0.0002802712947835896,0.00027856894149935166,-18.991120532782503,-19.021073372085453
79,79,0.0002818392235941743,0.00027574400729989926,-18.9654691122691,-19.065339484168653
80,80,0.0002800352603182696,0.00027101861901189154,-18.995514911524353,-19.140409031968886
81,81,0.0002759508812588822,0.00027420679275804246,-19.064702940844388,-19.089618220799068
82,82,0.0002746372441665183,0.0002673675794779372,-19.078327554542753,-19.199312868455024
83,83,0.00027701357687396217,0.0002682138729142025,-19.046646588345943,-19.185587939270246
84,84,0.0002719310052889716,0.00027102032694720517,-19.12254077668885,-19.140381663201836
85,85,0.00027069237086797116,0.0002659266894242089,-19.142290469481843,-19.222781041978973
86,86,0.00026892776992268016,0.0002700567534989922,-19.167950176178362,-19.155849887193398
87,87,0.00027083582424837136,0.00026942330020430843,-19.14066993803437,-19.166048796123132
88,88,0.00026954461855828264,0.0002637705788641286,-19.16425077113516,-19.258136787468953
89,89,0.00026781970278609584,0.0002637188199993321,-19.17905610609803,-19.258989073391334
90,90,0.0002664499286053337,0.00026156424658103407,-19.210561510773857,-19.294616515187997
91,91,0.00026304446375021497,0.0002670540186380477,-19.268481866133673,-19.20440913547011
92,92,0.00026805084420742525,0.00026242038017555485,-19.18371645362488,-19.28042470849171
93,93,0.0002660921486166604,0.0002577181753861767,-19.21944947009413,-19.35894983247362
94,94,0.0002650029553141272,0.0002595302702454654,-19.233778419586788,-19.32852012217152
95,95,0.0002649460283717736,0.0002617288409965113,-19.234429721493743,-19.291884491759898
96,96,0.0002633403610442909,0.00025715960165191635,-19.269764185818005,-19.368372868250773
97,97,0.0002614782183111847,0.00025446664489879226,-19.29076046740252,-19.414091674371164
98,98,0.0002613149218191633,0.00025038157611178527,-19.290456805439394,-19.48437662261695
99,99,0.00026122531172526595,0.0002563764780796574,-19.303268767611893,-19.38161853970969
100,100,0.0002565570076634704,0.0002518253650602051,-19.37301751902882,-19.459405589785742
101,101,0.0002572670841191118,0.000252880669186676,-19.36963458283414,-19.441243990927376
102,102,0.0002581028205633029,0.0002549486250101932,-19.356134546487716,-19.405873571083188
103,103,0.00025583151667906914,0.0002499875722845134,-19.39198539923805,-19.49121612197246
104,104,0.00025475866112680435,0.00024799061142594407,-19.409069038941993,-19.52604791817468
105,105,0.00025579897814655925,0.00024946928284694687,-19.385758225023327,-19.500229526083196
106,106,0.00025095767146528496,0.00024928503645289883,-19.4782852319956,-19.503438207904654
107,107,0.0002518100706025113,0.0002459508993381046,-19.46101452518407,-19.561916162506815
108,108,0.0002542282268644992,0.00024436552255218357,-19.413556732473676,-19.59000099746508
109,109,0.0002521998708054769,0.0002436803065632519,-19.452399409263105,-19.602195988209264
110,110,0.0002492663505146299,0.00024615018015825436,-19.502614520378888,-19.558398732089483
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112,112,0.0002476248740741849,0.00025062366253941466,-19.531128172607332,-19.480179588345262
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