,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.004037124407237645,0.003935387897256173,-7.920504008205587,-8.048683935094862
1,1,0.0037986807592366775,0.0037133477652739537,-8.191591814556151,-8.300903151757833
2,2,0.003596838052413359,0.0035532555224275903,-8.425463841768403,-8.492294994996332
3,3,0.003440012471251113,0.0034266009951304448,-8.611955961571438,-8.649924025109943
4,4,0.003345022983753036,0.0033314585759255445,-8.72955072507185,-8.77221521657842
5,5,0.003283509062891154,0.003269514632656386,-8.830875122887232,-8.853726538037135
6,6,0.003193509930591147,0.003191592821263169,-8.933652836318625,-8.958484596253843
7,7,0.0031265837822071056,0.0031304439701335994,-9.023761577219338,-9.042500041599887
8,8,0.003056883531113722,0.0030662681613313524,-9.122356121181136,-9.132458056608195
9,9,0.003019164623596619,0.00301912475965525,-9.180183749981047,-9.19974879387341
10,10,0.00298891282765214,0.0029777706306623785,-9.23272540706303,-9.259646969683033
11,11,0.002944043297416617,0.002935155037496435,-9.297033513569463,-9.322248931744825
12,12,0.002886136096047679,0.0028925606564275527,-9.373928248709406,-9.38573464395246
13,13,0.0028694534803903903,0.0028545900223482597,-9.400361387913685,-9.443121957152782
14,14,0.002838355124227165,0.0028294821416861133,-9.453671375537953,-9.481489819596726
15,15,0.0028012293347724013,0.002822919626181063,-9.499939987461424,-9.491574260402173
16,16,0.0028015974592225453,0.0028032744425888125,-9.505964942023171,-9.521903215997717
17,17,0.0027722888098088735,0.002789552887215426,-9.547504633130654,-9.54321339557987
18,18,0.00278087823469307,0.0027960401126428656,-9.54284261163024,-9.533125415761605
19,19,0.0027696956021077547,0.002796429540275743,-9.555996073925348,-9.53252058003489
20,20,0.0027745169846667456,0.002795383419939562,-9.542913694413473,-9.534145542450275
21,21,0.0027795049755536404,0.0027968196786547963,-9.537144052032131,-9.531914724873268
22,22,0.002774530556052923,0.0027989071279175973,-9.548732989364478,-9.528674510440084
23,23,0.002763461009551262,0.0027856648605512945,-9.562939973982608,-9.549270733161473
24,24,0.0027677758318400874,0.002795243525485459,-9.556170444194315,-9.534362889771323
25,25,0.0027588094805472904,0.0027694992574029847,-9.568582331259767,-9.574546861507287
26,26,0.0027604903473720417,0.0027795020172274427,-9.570798566490563,-9.558889456197987
27,27,0.0027517032972777015,0.0027612481560362013,-9.590750125797085,-9.587505003269396
28,28,0.002746529051477147,0.0027592271860492857,-9.591666309294201,-9.590684787973542
29,29,0.0027451603577385857,0.002751399640386042,-9.60354126999216,-9.603022630044112
30,30,0.0027266136807456765,0.002745490067785508,-9.627673579079298,-9.612360622602989
31,31,0.0027093413602752785,0.002730687737072769,-9.646430780631457,-9.635838991763482
32,32,0.0026938904907323957,0.0027235032206303195,-9.674233641197869,-9.647280460076402
33,33,0.002706785499089465,0.002706195717971576,-9.658195019643653,-9.674967366635357
34,34,0.002682908001288618,0.0027074337275208612,-9.695813424535519,-9.67298104403761
35,35,0.0026760840519648235,0.002694106023562582,-9.705497384373222,-9.694412562820782
36,36,0.0026701596954395784,0.0026623400197805544,-9.710136082621412,-9.74592418742764
37,37,0.00264995302236879,0.0026645515310136894,-9.742515940042152,-9.742318155011777
38,38,0.002651006386605735,0.0026622692760276167,-9.748442474992725,-9.746039589778592
39,39,0.002626400359320579,0.002649520940490459,-9.78680745582439,-9.766885828736843
40,40,0.002625769280262061,0.002641649095733699,-9.786496532278658,-9.779808117149857
41,41,0.002613893285220892,0.0026103662155372532,-9.807117367094811,-9.831544991908475
42,42,0.0025899407439433117,0.002619557915941665,-9.845959474795611,-9.816279344550056
43,43,0.0025775186746314015,0.002595374936630067,-9.860470861268007,-9.85655832819784
44,44,0.0025828023340322614,0.0026063044604502225,-9.854868593356255,-9.83830791902107
45,45,0.0025485652383685727,0.002578085092337508,-9.908904890096753,-9.885586915964279
46,46,0.0025623946753090495,0.002570814232488996,-9.897246892864548,-9.897852436070982
47,47,0.0025527077707817258,0.002559304727535499,-9.912508573342224,-9.91733940281061
48,48,0.0025167890113884026,0.002548597348657878,-9.96472171156986,-9.935547122160395
49,49,0.002525323488240697,0.002550259771707811,-9.957517082254094,-9.932715188785078
50,50,0.002518035759477271,0.0025356397106263196,-9.96855598387461,-9.957683945498921
51,51,0.002507715116341397,0.0025296372876159453,-9.993919593843257,-9.967976849174576
52,52,0.0024895209617451907,0.0025162861412881235,-10.01291483487134,-9.990959134935526
53,53,0.0024896652447347787,0.0025128372454721677,-10.019491051062388,-9.99691578599039
54,54,0.0024835686247373363,0.0025084358885100015,-10.029531785281637,-10.00452933530388
55,55,0.0024628113648018884,0.002478875403635596,-10.058256960990493,-10.056012409253325
56,56,0.0024682689342916627,0.0024845353082606665,-10.050441698947028,-10.046107662074863
57,57,0.0024580156200171748,0.0024635171223627893,-10.077463427079676,-10.083003540542734
58,58,0.0024399605181221803,0.002466155167080854,-10.095607196945949,-10.078355408552756
59,59,0.0024423456928433524,0.0024591380681254363,-10.10457021686247,-10.090730263294178
60,60,0.002442274897925786,0.002457315089965337,-10.108907613934885,-10.093950915932925
61,61,0.0024409028125408384,0.002452248143718431,-10.100781336254535,-10.102915247266237
62,62,0.0024117711984274004,0.002440333648241664,-10.152754763817802,-10.124067310078166
63,63,0.0024231398554960476,0.002452004725407613,-10.136807471339143,-10.103346363817893
64,64,0.002421339560952998,0.0024353628855590757,-10.138662011362667,-10.13292255993574
65,65,0.002399087329059071,0.0024412424720235562,-10.170568854313585,-10.122450221054727
66,66,0.0024312149430865174,0.0024374717674953373,-10.122462913959636,-10.129163450873783
67,67,0.002421376691439871,0.0024471168871968985,-10.135275602917876,-10.1120122514424
68,68,0.0024302233125745635,0.00244755558914652,-10.122252616363872,-10.111233748540105
69,69,0.002435522689244028,0.002458613157566441,-10.114040232744355,-10.091657377130028
70,70,0.002443790457393859,0.002464264324915252,-10.109932477427122,-10.081686493707934
71,71,0.0024497312944881697,0.0024729424376824967,-10.086408009156981,-10.066419317141628
72,72,0.0024510544710360546,0.002490353255875801,-10.08862145273875,-10.03594983174537
73,73,0.002442505885126818,0.002468458817977654,-10.104180819990415,-10.07430053030526
74,74,0.002443914138471957,0.0024662835793079515,-10.09877983454593,-10.07812927813526
75,75,0.002469706473891268,0.0024847395987691065,-10.05430621413485,-10.045750578829399
76,76,0.002452621838922814,0.002493486041203141,-10.083538192718159,-10.0304899784927
77,77,0.0024595323796432044,0.002505259220733454,-10.069213664858625,-10.010032699352738
78,78,0.0024832653664244512,0.0025034434970860418,-10.034948457298416,-10.013181453989224
79,79,0.0024854356744662695,0.002509735843264743,-10.0324317811652,-10.00227926009915
80,80,0.0024682915020618856,0.0025134735838755183,-10.049953928442005,-9.99581613947804
81,81,0.0024774171695228398,0.002495975037546534,-10.041950918901854,-10.026157015673595
82,82,0.0024698230980405795,0.002492290223017335,-10.057220450331183,-10.032573253882093
83,83,0.0024647373254842978,0.0024847515589116434,-10.060208777206698,-10.045729674379658
84,84,0.002462800755405549,0.002509969249857884,-10.066129251945375,-10.001875383004249
85,85,0.002470552467635458,0.002502100664730135,-10.050279883392886,-10.015511609023038
86,86,0.0024951500770127037,0.002492988567897364,-10.007490921813497,-10.031356522210444
87,87,0.0024559342652828117,0.0024959201630400983,-10.07536911122919,-10.026252497226738
88,88,0.0024811976382835316,0.0024910103774776586,-10.03126983478331,-10.03480402385706
89,89,0.002461770669432338,0.0025004037337279634,-10.06462622375822,-10.018458004428139
90,90,0.0024496434789304574,0.0025016890446606433,-10.086521414250196,-10.016226124762532
91,91,0.0024746471545514987,0.0024911464486075076,-10.054471832646714,-10.034566797519481
92,92,0.0024613432451775392,0.002494590614285124,-10.071889151890915,-10.028566551747936
93,93,0.002463418354289894,0.0024927109234819285,-10.06644832468961,-10.031840223395754
94,94,0.0024696172565490623,0.0024712796960222093,-10.06198615678393,-10.069340381509647
95,95,0.002475613997001009,0.002497384410449549,-10.050131873323203,-10.023705428130775
96,96,0.0024735596842257327,0.0025015596398397497,-10.044954136429059,-10.016450777995672
97,97,0.002446545374378101,0.0024958457062511067,-10.089441735045355,-10.026382055276727
98,98,0.002470594201928254,0.0024910206832972014,-10.049743707999152,-10.034786056243032
99,99,0.0024629327175735506,0.002495847238031657,-10.070579896422888,-10.026379389873036
100,100,0.002452279935523714,0.002487055038249022,-10.083573958184736,-10.041705429198633
101,101,0.0024533200452161816,0.002483480781512825,-10.076095947173005,-10.047951356403582
102,102,0.0024873543885949347,0.0025021055296651626,-10.025416660533493,-10.01550316486884
103,103,0.002480804620157044,0.002480587689206004,-10.0461067642582,-10.053013551553217
104,104,0.0024520931237367624,0.0024907240080402084,-10.077886915716208,-10.035303322522877
105,105,0.0024661642340847206,0.0024937455738453487,-10.057406506622623,-10.030037969830634
106,106,0.002462685259404717,0.002474441744485184,-10.059213981765529,-10.063787054648785
107,107,0.00244599712062051,0.002483613286657553,-10.085194785022512,-10.047719646464518
108,108,0.0024691821392817596,0.0024800765769262064,-10.062336352688284,-10.053908485100928
109,109,0.0024708751373031398,0.0024945637039644154,-10.051763272905976,-10.028613401386348
110,110,0.00246244905871752,0.002488846682306183,-10.068497751529577,-10.03857795118607
111,111,0.0024588519380879157,0.0024873308445277965,-10.070410612505425,-10.04122383750916
112,112,0.002461920444344737,0.002488424572603483,-10.066885795668199,-10.039314579373247
113,113,0.002461236543934216,0.002488148729561975,-10.069986427192744,-10.039796023546364
114,114,0.0024593917379328576,0.0024758760302670694,-10.073567322469707,-10.061270438761408
115,115,0.0024675174025799505,0.0024843026981934122,-10.061168839001308,-10.046514281363262
116,116,0.0024556876976311822,0.0024949676773853994,-10.083430421459138,-10.027910155271462
117,117,0.0024437900709429966,0.0024778939734556174,-10.097403047126406,-10.057732197626283
118,118,0.0024499946091439307,0.0024816219474336036,-10.091785361831146,-10.051203178028096
119,119,0.0024455584580866025,0.0024985377431700102,-10.093030110352837,-10.021700248587173
120,120,0.002448789208896996,0.002491551843520842,-10.089707913732173,-10.033860109038988
121,121,0.002449851187867756,0.0025020327271991654,-10.083131372844775,-10.015629531118655
122,122,0.002452743002069519,0.0024837575803853965,-10.079730339414692,-10.047467336051344
123,123,0.0024526068129451925,0.0024839985478473338,-10.080720872819269,-10.047046015694956
124,124,0.0024357904948908646,0.002494511831747858,-10.109710395347467,-10.028703709970593
125,125,0.0024579892621481234,0.002476703779967992,-10.076627007572206,-10.059818722102094
126,126,0.0024402319770498375,0.002479990356062588,-10.0986135997262,-10.054059471955759
127,127,0.0024394800924916857,0.0024837869047922524,-10.099532834579271,-10.04741606151069
128,128,0.0024421713674997853,0.002474204771906922,-10.105638204305215,-10.064202990128674
129,129,0.002458184213406339,0.0024779329787155517,-10.074049307770437,-10.057663834588919
130,130,0.0024422766213526123,0.002473140686848446,-10.088716911976164,-10.066071168852599
131,131,0.002443439351183545,0.002473155747314817,-10.10006391653505,-10.066044722085703
132,132,0.0024380155061323617,0.0024625782756821104,-10.106481351942842,-10.084658952810512
133,133,0.0024572343459909724,0.0024501702895289973,-10.081653937471804,-10.106596698268408
134,134,0.002433844702798374,0.0024579959357843586,-10.112951886413528,-10.092747787249634
135,135,0.002434598217171031,0.0024704150365371454,-10.110065097065368,-10.070860171246746
136,136,0.002430918072014279,0.0024731636635567013,-10.11497923408294,-10.066030820920485
137,137,0.0024350796605354733,0.0024678160460959923,-10.110059433953548,-10.075431554369327
138,138,0.0024313606302609147,0.002464015931381207,-10.118640103077375,-10.082124277014312
139,139,0.0024445815343102535,0.0024683476107096986,-10.104610725847449,-10.074496190003597
140,140,0.0024506963006960055,0.0024610712609596944,-10.090285683418967,-10.087317501895537
141,141,0.002439872452931613,0.0024481758622354583,-10.104366968883456,-10.110133274856384
142,142,0.0024409643782437153,0.002469259191696581,-10.109078037335857,-10.072892601006933
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