,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.00857624632892074,0.0035051507875323296,-4.649009438485572,-8.547250751223071
1,1,0.00923428931585561,0.001368334596535485,-4.3356949971259215,-12.632394730105265
2,2,0.357668429253066,0.0010874840908830887,11.550059379802473,-13.630088684185848
3,3,0.0010043741839928266,0.000951863595554115,-13.960210137543164,-14.20857063320716
4,4,0.0008958132275063352,0.0008684634659929495,-14.458529559007957,-14.60680227148923
5,5,0.0008322293846147883,0.0008160888039703039,-14.778598544690562,-14.876943609194463
6,6,0.0008056644943168329,0.0007897005784080216,-14.921384246325315,-15.019693245654173
7,7,0.0007629649840852188,0.0007652895261631592,-15.155824488975362,-15.156060111051403
8,8,0.0024250156507760134,0.0007225565771621309,-10.131690452417896,-15.405599220648416
9,9,0.0007114572403712448,0.0007266143465561694,-15.45901288812839,-15.381278121826425
10,10,0.0006986404919142345,0.0007082269937535258,-15.53037558300054,-15.49259304996578
11,11,0.0007000668286393906,0.0007080503059306034,-15.529357970511201,-15.493676659043324
12,12,0.0007093770143854403,0.0007087714682137104,-15.47193456756468,-15.489255540835325
13,13,0.0006967943633388075,0.0006958779290710625,-15.545234464776227,-15.56898718333355
14,14,0.0006938153966666036,0.0006937647918484321,-15.563914420815442,-15.582195247950983
15,15,0.0006906659187528199,0.0006967938572511469,-15.585830897049064,-15.563274672809689
16,16,0.0006866334390240846,0.0006907425398056052,-15.611893434728392,-15.60115577549632
17,17,0.0006831309214455181,0.0006847276297201844,-15.635144263532101,-15.639139280607644
18,18,0.0006761153356997853,0.000687043280585816,-15.680498461575889,-15.62447684184824
19,19,0.000683941132480221,0.000690713178636016,-15.635130541782914,-15.601340383569768
20,20,0.46956977273755196,0.0006536600014537965,12.744568865685643,-15.840798700981464
21,21,0.0006434556292417968,0.00065569271100685,-15.886679292619643,-15.827314248045072
22,22,0.000656836898397347,0.0006571386199395516,-15.812956808859266,-15.817747893100488
23,23,0.0006424614327921311,0.0006474003097728679,-15.900723003330919,-15.882588778020727
24,24,0.0006507189479925353,0.0006416154087913272,-15.852337150617927,-15.921569954208543
25,25,0.0006278162718913757,0.0006396906530043404,-15.99183534259077,-15.93461775708693
26,26,0.0006299463611398584,0.0006274679326452315,-15.990065478830422,-16.018402449918753
27,27,0.0006289086970692673,0.0006319938631924359,-15.995007272010309,-15.987189194707792
28,28,0.0006259699572914655,0.0006297515968694107,-16.008230215879628,-16.002625032553198
29,29,0.000620913835837669,0.0006277323761758836,-16.04628536649222,-16.01657252098981
30,30,0.0006261440912098384,0.0006250553537699345,-16.008728303924602,-16.035133012932775
31,31,0.0006126954679895845,0.0006240778143125537,-16.103938081243193,-16.04193036792577
32,32,0.0006163182960026274,0.0006112714978180042,-16.085739466492967,-16.131976345626008
33,33,0.0006073078179021471,0.000610812184229297,-16.14629482823273,-16.13524089075269
34,34,0.0006030237154564677,0.0006179632006311103,-16.163862317130807,-16.08469166811936
35,35,0.0006101293112487369,0.0006134240446906341,-16.122980238529298,-16.11670985433872
36,36,0.0006003710177256582,0.0006167356623336673,-16.184670734070828,-16.09332718728188
37,37,0.0006150283584294399,0.0006070809046688833,-16.089094418801572,-16.161852080329915
38,38,0.000603956241189435,0.0006152150882898193,-16.172365054815803,-16.104048025782692
39,39,0.0006040821719636238,0.0006065534636084186,-16.165395344195975,-16.16562693645624
40,40,0.0006045779032085437,0.0006081494518041023,-16.159912621006438,-16.15421461074884
41,41,0.0006092179136965232,0.0006162178500457422,-16.134164414515805,-16.096975062571115
42,42,0.0005999703305898254,0.0006067887849272474,-16.206769365538396,-16.163942354028713
43,43,0.000604252560189013,0.0006052735001216398,-16.174537571038016,-16.17480120477506
44,44,0.0005914536979860751,0.0005928871779408502,-16.254520794651203,-16.264597224849055
45,45,0.0005791030803781733,0.0005823252538807298,-16.355027768476468,-16.342661559725506
46,46,0.0005727169090718723,0.0005770704240268586,-16.39483706077114,-16.382029642245712
47,47,0.0005771910970353704,0.0005786881895466266,-16.36586778810657,-16.36987161739774
48,48,0.0005777332179858014,0.0005763379663939735,-16.361676880039965,-16.387545509020956
49,49,0.0005717604515891638,0.0005837666226158801,-16.405033541274104,-16.331925204906746
50,50,0.0005814302649670616,0.0005815353927717201,-16.335875356119423,-16.348556292480044
51,51,0.0005816557221402673,0.0005877547082491219,-16.329384682303647,-16.302356639166607
52,52,0.0005694716846565572,0.0005850025887699111,-16.418522106456464,-16.322739927345086
53,53,0.0005775221018000631,0.000585869218124763,-16.370656619835668,-16.31631100125461
54,54,0.000576010891404387,0.000572370455637084,-16.37297344786868,-16.41754572225701
55,55,0.0005729338781279272,0.0005833917775338417,-16.39795366098895,-16.33471476896718
56,56,0.0005700778169317421,0.0005773797625136611,-16.415149857616203,-16.379702231281772
57,57,0.0005688641950027229,0.000584436252737712,-16.434355625928504,-16.326946331719306
58,58,0.000562951713440383,0.0005744653416944569,-16.472498209694667,-16.40167948458006
59,59,0.0005555583956800209,0.0005616253704494355,-16.53415030133369,-16.499850626102454
60,60,0.0005517629513483418,0.0005637779111949433,-16.557328711635463,-16.483237244515863
61,61,0.0005590418997561539,0.00056182544396602,-16.50901018155608,-16.498303770218218
62,62,0.0005477090169958886,0.000560178943774908,-16.58975437676836,-16.511050003094883
63,63,0.0005541763261810291,0.0005530024370129563,-16.543666674628142,-16.567047354824204
64,64,0.0005502427331671195,0.0005541648087704456,-16.57296287233547,-16.557928374334313
65,65,0.0005376503689421015,0.0005521541446030728,-16.674096202175697,-16.573714442386876
66,66,0.0005337267579419596,0.000537901393775093,-16.709090787734453,-16.687291110741917
67,67,0.0005185630471930484,0.0005306180483833151,-16.831391913217534,-16.746497627313236
68,68,0.0005116897458738657,0.0005312048689168142,-16.88957247425109,-16.741697336391645
69,69,0.0005270153159256448,0.0005355022547423447,-16.761702650304933,-16.706704768962666
70,70,0.0005230166569481767,0.0005331213408345846,-16.7982009525664,-16.726057130023953
71,71,0.0005287480046708597,0.0005270236854956142,-16.743723608819543,-16.776016469616994
72,72,0.000518128202961681,0.0005337878721643632,-16.828884327811032,-16.720630784226753
73,73,0.0005259091141345652,0.0005307672300228947,-16.767900706074414,-16.745276793284056
74,74,0.0005191416841494784,0.0005275518939781346,-16.830391499546323,-16.771665941254657
75,75,0.0005208259507216821,0.0005311511815403049,-16.812134101748455,-16.742136287746526
76,76,0.0005234373387155728,0.000529338944225425,-16.789606929949972,-16.75697933838411
77,77,0.0005238355856302396,0.0005268044861670779,-16.790631609482375,-16.77782315998176
78,78,0.000526170580847112,0.0005350081054003615,-16.76828983877828,-16.71071419018253
79,79,0.0005207149316100692,0.0005250519392766842,-16.815350591381932,-16.792295137899412
80,80,0.0005202915005808332,0.0005229400090971275,-16.820551462346465,-16.80979910567673
81,81,0.0005219615650838529,0.0005275304842813823,-16.812850018178093,-16.771842195040175
82,82,0.0005178434642862298,0.0005256689144420976,-16.834431943030705,-16.787194850041644
83,83,0.0005189690657305656,0.0005311787107003559,-16.82425167847638,-16.741911202066618
84,84,0.0005175767312805677,0.0005254545111184646,-16.83837307389871,-16.788966557899784
85,85,0.0005279715813830803,0.0005390498646240877,-16.757248449072037,-16.67802839364996
86,86,0.0005258867206872854,0.0005325639029156024,-16.769860405696424,-16.730600539735537
87,87,0.0005306522202913256,0.0005402777353179102,-16.725632464344315,-16.668147099094117
88,88,0.0005325140415321191,0.0005446442320183115,-16.714943603597767,-16.633188720176317
89,89,0.0005397665705627849,0.0005461390292590582,-16.661600884224296,-16.621285666239803
90,90,0.0005326059394271218,0.0005426997070715419,-16.71411678825477,-16.648721935090403
91,91,0.0005350042648791076,0.000537761537615504,-16.694095080004274,-16.688420437726037
92,92,0.0005356981971099512,0.0005407491852039177,-16.689154036433628,-16.664359069525553
93,93,0.0005343841168592617,0.0005420442612376064,-16.703934575151386,-16.653970298793254
94,94,0.00053048012634144,0.0005397052154876292,-16.730733255920587,-16.672751657456402
95,95,0.0005352440804420711,0.000546265692192767,-16.69187124220492,-16.62027854841364
96,96,0.0005344400916262961,0.0005436432593820715,-16.696622509991286,-16.641177730772817
97,97,0.0005525916532166878,0.0005522709107026458,-16.559670529424352,-16.57279612071963
98,98,0.0005584259210850506,0.0005633951238307514,-16.506891906393744,-16.486186968138338
99,99,0.0005567238636713321,0.0005684471490033167,-16.52646493845104,-16.447416880138213
100,100,0.000532260810303473,0.0005484544135948741,-16.715191643594473,-16.60291244928193
101,101,0.0005390489490141074,0.000545754256707273,-16.665495784149954,-16.624346489217523
102,102,0.0005390068498732926,0.0005420301887696903,-16.6642347411423,-16.654083051107694
103,103,0.0005328898418925165,0.0005457178386246884,-16.710615486088916,-16.62463630280747
104,104,0.0005396964639358069,0.0005601699506912969,-16.65478891271129,-16.511119725064653
105,105,0.0005393325385383148,0.0005470429130486752,-16.65996325617409,-16.614103845604507
106,106,0.0005382406402297664,0.0005431326357402691,-16.670903791770854,-16.645258812204197
107,107,0.0005425941856150736,0.0005453221567318236,-16.632531681354223,-16.627786370099695
108,108,0.0005322217619641847,0.0005475771414287584,-16.710069246199133,-16.609864704269242
109,109,0.0005428242018883184,0.0005348873597349188,-16.62578240901758,-16.71169445747306
110,110,0.0005355114948374132,0.0005399691228950886,-16.69211910113427,-16.670628544421277
111,111,0.0005503200347410495,0.0005476060553184269,-16.57728797671567,-16.609635388429233
112,112,0.0005450169078780088,0.0005508920539317554,-16.614441211297212,-16.583652725191993
113,113,0.0005417170843767175,0.0005493182351959771,-16.641533580375125,-16.596077645508103
114,114,0.0005415882012139545,0.0005390320883108009,-16.63538009177941,-16.678171613833708
115,115,0.0005458072953036573,0.0005485371021725433,-16.613868377756123,-16.602257727845164
116,116,0.0005477423426819985,0.0005448007125922136,-16.595253683486987,-16.631941137164908
117,117,0.0005382472233961999,0.0005402544124272504,-16.66868289306364,-16.66833458084074
118,118,0.0005373375015645335,0.0005402380330978255,-16.679059144367983,-16.668466251402926
119,119,0.0005352304622497333,0.0005355712951553103,-16.686310546542686,-16.706144884528516
120,120,0.0005381895408043926,0.0005435666672909926,-16.668076757636324,-16.641789636932828
121,121,0.0005300549331802837,0.0005327106168567154,-16.727503631612393,-16.729404283667005
122,122,0.00052683784646827,0.0005488305652857219,-16.76109555755444,-16.599934907198755
123,123,0.000537164681519084,0.0005435992804306902,-16.677870826994415,-16.641529074934137
124,124,0.0005358396306245098,0.0005417460955581383,-16.686591899673974,-16.656359906926248
125,125,0.0005424457575799417,0.000536038537240146,-16.633892396845063,-16.702357672692976
126,126,0.0005281777994241565,0.0005385503126921034,-16.739501285655006,-16.682054982872813
127,127,0.0005270203376865763,0.0005351024155970663,-16.757216014429385,-16.70994869171637
128,128,0.0005205351230448362,0.0005275507313566969,-16.805423537753157,-16.77167551226818
129,129,0.0005181737288535025,0.0005332291766535491,-16.830904848193626,-16.725178760284933
130,130,0.0005122447022136071,0.0005243563393474018,-16.887005012570018,-16.79805257780716
131,131,0.0005175109437220375,0.0005109282225787052,-16.845225875276377,-16.91071887832942
132,132,0.0005130940446985367,0.0005155788002364142,-16.881566066985165,-16.87136729108932
133,133,0.0005101870256956167,0.0005155075387416506,-16.904751301034146,-16.871967599188213
134,134,0.0005136133512462844,0.0005156289078417773,-16.866458711249983,-16.870945233411565
135,135,0.000519166412204024,0.0005266653897706419,-16.82399937258168,-16.778970013805598
136,136,0.0005231092992411523,0.0005208638536523244,-16.785709811956732,-16.827075608945115
137,137,0.0005103233636395295,0.0005264334735999766,-16.89282438638845,-16.78088284304349
138,138,0.0005175126539471262,0.0005199592499258486,-16.835665558969804,-16.83462472087945
139,139,0.0005072250058538444,0.000513447525200287,-16.92625533205043,-16.88935715759216
140,140,0.0005046958637846269,0.000513645409802465,-16.95357755849948,-16.8876836928274
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142,142,0.0005020482484227258,0.0005146142303649532,-16.969743729788615,-16.87949989308827
143,143,0.0005062293650140774,0.0005103900345458992,-16.93967360481644,-16.91529594552425
144,144,0.0005093448451532953,0.0005067161967561237,-16.916595444670165,-16.9466699430351
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148,148,0.0005085416025357301,0.0005180366616083407,-16.914495289833592,-16.85071284690826
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