,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0018414011952400055,0.0017903724464734918,-11.321596710748585,-11.471010384875225
1,1,0.0017401820886400097,0.0017735528833183803,-11.573054566916701,-11.51200281329256
2,2,0.0017062402954421093,0.0017191977852857427,-11.66045663820424,-11.64718580990679
3,3,0.0016932047089830656,0.0017587432123132441,-11.692076575170635,-11.548419896736512
4,4,0.0017118749866434902,0.0017280359507391328,-11.63976558484939,-11.624916505352775
5,5,0.0017313005813138233,0.0017243304020284039,-11.60102124320743,-11.634239386015203
6,6,0.0016110611541830387,0.0015463857102747027,-11.907038954758047,-12.107265961621378
7,7,0.0015170652810580184,0.0015445261715764278,-12.162862654557777,-12.112491523033988
8,8,0.0015128540840076725,0.0015123085376169336,-12.177032592637154,-12.204040200657353
9,9,0.0015188095294246355,0.00152596529867304,-12.163117132867633,-12.164997663799388
10,10,0.0015184784106449369,0.001531842440415762,-12.169426602100987,-12.148303263176466
11,11,0.0015217720557330655,0.0015473852399736643,-12.139751178811512,-12.104459740638367
12,12,0.0015457758569571468,0.001564472754436888,-12.09103371477229,-12.05676419770553
13,13,0.0015485434584108363,0.0015559488429540867,-12.078821448143948,-12.080491100070866
14,14,0.001546321009506577,0.0015728593019670562,-12.092505819669013,-12.03354548878616
15,15,0.00154580807039687,0.0015607397255830858,-12.093883639851866,-12.067139393718072
16,16,0.0015678918049142686,0.0015501189719591487,-12.029450601122837,-12.09679392362364
17,17,0.0015701102188874765,0.0015749966566401877,-12.02723129884606,-12.027647877870892
18,18,0.0015726056497198406,0.00157957226283064,-12.015611827690336,-12.01504925052005
19,19,0.0015521642917613546,0.0015901868403153984,-12.062024233233677,-11.985962688981475
20,20,0.0015688301688156177,0.0015468756594744168,-12.033884778135718,-12.105890182402012
21,21,0.0015719488008696702,0.0015514860064477513,-12.021023116447186,-12.092965611652586
22,22,0.0015629828048236284,0.001559078068423428,-12.046199596363348,-12.071765616472998
23,23,0.0015468252234679368,0.0015712783022440579,-12.077103479266897,-12.037913106237376
24,24,0.0015621735215110262,0.0015808452276120846,-12.041868770215018,-12.01155071520434
25,25,0.001565090731055159,0.001553715543674403,-12.035082497038534,-12.08672913478953
26,26,0.001562486449496571,0.0015612288169856918,-12.035795100616637,-12.065778651634096
27,27,0.0015562511896522542,0.0015837841998099496,-12.059417518031443,-12.003484179742795
28,28,0.001560199552110022,0.0015754802029972013,-12.046890977238768,-12.026314736726867
29,29,0.0015766325649162083,0.0015674738556538757,-12.0045300925618,-12.048441181643359
30,30,0.0015715583258778933,0.0015447550563533839,-12.019539539791174,-12.11184798566415
31,31,0.0015759049703549478,0.0015673967090582377,-12.00994238292807,-12.048654934269493
32,32,0.0015685692640770342,0.0015778429009706567,-12.028670149956701,-12.019806638124432
33,33,0.0015547152431009664,0.0015717126049199386,-12.054344787949663,-12.036712878413736
34,34,0.0015648017054154854,0.0015900731638171955,-12.03288165842614,-11.986273160929358
35,35,0.0015725235445136875,0.0015854560402467062,-12.01388616906111,-11.998902191072583
36,36,0.0015727186589933855,0.0015610117575545843,-12.016404043664696,-12.06638249820566
37,37,0.001561885381587925,0.0015690418658778071,-12.036565280012637,-12.044098922238271
38,38,0.0015607567218410754,0.0015651735195301864,-12.049741565345336,-12.054819323482857
39,39,0.001571487054497618,0.0015698170448702417,-12.021367400218717,-12.041953837191006
40,40,0.0015671624713241286,0.0015581022139246527,-12.029845553378156,-12.074484793417646
41,41,0.0015623042691191753,0.0015633039752413567,-12.040153896585275,-12.060009917734023
42,42,0.0015606781354980525,0.001550016226246953,-12.046992564200545,-12.09708179426804
43,43,0.0015706510736712628,0.0015595969805297883,-12.03289864867626,-12.07032038307787
44,44,0.0015669934242752562,0.0015543892759045488,-12.03558565197814,-12.08484632702467
45,45,0.001572830039652583,0.0015686671372110907,-12.01660702288057,-12.045136256119644
46,46,0.0015741227921962585,0.0015648067193595988,-12.006492337280461,-12.055837216751303
47,47,0.0015531452168643322,0.0015876475709343427,-12.063612525275127,-11.992903207411647
48,48,0.001554378591593086,0.0015558659674991902,-12.06127456437639,-12.080722427157776
49,49,0.0015649648788913163,0.0015804823549268278,-12.033991437392986,-12.012547724222975
50,50,0.0015799095542122102,0.0015652883908172186,-11.991112627655394,-12.054500597572508
51,51,0.0015584942308667395,0.001547407254723734,-12.04965898480279,-12.104397953720554
52,52,0.001572079946930261,0.0015744491737630022,-12.015324923508748,-12.029157786646575
53,53,0.0015512536695111811,0.0015690762819232124,-12.06590640438414,-12.044003663246063
54,54,0.001555547723066561,0.0015621977784719906,-12.062235867229354,-12.063084081249201
55,55,0.0015546127952174428,0.0015665583349274176,-12.05660602366861,-12.050978523870244
56,56,0.001556370314930748,0.0015772246498320448,-12.058326658132346,-12.021508681310785
57,57,0.001554038724862039,0.0015483045043717873,-12.060929354882644,-12.101880467518512
58,58,0.0015655829614393182,0.00157349531563293,-12.036113098030752,-12.031789696684905
59,59,0.0015527644943561137,0.00155347792774831,-12.063693320514314,-12.08739336948663
60,60,0.0015698739845958567,0.001568198829006992,-12.02843982843703,-12.046432987778385
61,61,0.001574566336972735,0.0015884079529266608,-12.013123481403678,-11.990823711589043
62,62,0.001558886975357213,0.0015499720313145143,-12.04984378972508,-12.097205624513146
63,63,0.0015694520414624479,0.0015711834360110132,-12.023042874282325,-12.038175320291035
64,64,0.0015820482176891768,0.00157349823827022,-11.996640453111729,-12.031781630031917
65,65,0.0015648023559010982,0.0015833529545680473,-12.03517733995823,-12.004666872003558
66,66,0.0015622030525977158,0.0015825431695894192,-12.034095497987403,-12.006888582013133
67,67,0.0015585616305374454,0.001579241894528662,-12.045176933450573,-12.015957674529322
68,68,0.0015665150101094978,0.0015572728956804464,-12.029485807675876,-12.076796992321706
69,69,0.0015552688279602024,0.0015648824567171303,-12.060794986973498,-12.05562702133185
70,70,0.0015769756360690004,0.0015727838403300236,-12.00176543696828,-12.033753856811916
71,71,0.0015588561408989823,0.0015747107344826585,-12.041291574473833,-12.028436360102353
72,72,0.0015674709515242848,0.001575788342099833,-12.032526259547684,-12.02546540820762
73,73,0.0015572081764046218,0.0016031460530173622,-12.052677510569158,-11.95071333884377
74,74,0.001562136761872962,0.0015523028376169111,-12.044114756360225,-12.090679726269109
75,75,0.0015811538887834271,0.0015799450001826411,-12.000055230200953,-12.01402455109638
76,76,0.0015639933906303545,0.0015411659168373597,-12.03617327082612,-12.121950280589948
77,77,0.0015632332213818259,0.001583862424779095,-12.04716172680442,-12.003269681874313
78,78,0.0015569589792069087,0.001566649175641176,-12.053575204555152,-12.050726694902034
79,79,0.0015722932702064822,0.0015634221429201333,-12.021652402897903,-12.05968165379969
80,80,0.0015553621450419893,0.0015683976908851612,-12.059719735140753,-12.045882297781008
81,81,0.0015708038825829774,0.0015545514240664872,-12.022922225554364,-12.084393310651311
82,82,0.0015641974882923603,0.001567598064675143,-12.034296227392915,-12.048097053700282
83,83,0.0015706536336081852,0.0015619395386525675,-12.017622806648852,-12.063802053076007
84,84,0.0015573125373399288,0.0015810525081561583,-12.058313679250164,-12.010981305285684
85,85,0.0015689824052519865,0.0015814728961375199,-12.030625369477875,-12.009826707878236
86,86,0.0015696178972913126,0.001565271878222886,-12.019692356208285,-12.054546412557585
87,87,0.0015623738122719927,0.00158015382476151,-12.042217855236645,-12.013450573082121
88,88,0.0015646231183110131,0.0015675314260940802,-12.036000466308627,-12.048281676173625
89,89,0.0015475982272056576,0.0015678088131703828,-12.07088318211352,-12.04751322574904
90,90,0.0015685483717273192,0.0015630386095788133,-12.025043985531028,-12.060747180782325
91,91,0.0015657104386170347,0.0015537407384008954,-12.03419039721214,-12.086658711075113
92,92,0.0015596691531023568,0.0015805865650212294,-12.046107680785658,-12.012261378875122
93,93,0.0015634514785074082,0.0015695741534919332,-12.03391690205657,-12.042625855291629
94,94,0.001577722448759626,0.0015719630387856772,-12.006749157355305,-12.036020936505418
95,95,0.001572438081265571,0.0015632917209969538,-12.008321541105856,-12.060043960835474
96,96,0.001561651886056763,0.0015474567618711215,-12.045744657953747,-12.104259009451521
97,97,0.001561935177341718,0.001540136394875222,-12.031383253851278,-12.124852402346018
98,98,0.0015631137984641588,0.0015730017391768726,-12.046122274984947,-12.033152212074478
99,99,0.0015660263849998411,0.0015676043694838881,-12.032628816849122,-12.048079586607134
100,100,0.0015723797223847551,0.0015830739192958724,-12.016348902224582,-12.005432299307602
101,101,0.001583011967331632,0.001574115276238636,-11.9900205495188,-12.030078903906201
102,102,0.0015683499640141874,0.0015506606892143424,-12.017478194771257,-12.09527646773974
103,103,0.00156185316334757,0.0015523409973339814,-12.048631670584875,-12.090572966489653
104,104,0.0015481068145426124,0.001581106917001307,-12.074032355308828,-12.010831853863158
105,105,0.0015588084886273004,0.001586858667188177,-12.049612218434664,-11.995061757592783
106,106,0.0015638354102380037,0.0015631788839144927,-12.034651578203166,-12.060357442255778
107,107,0.0015506755318204612,0.0015743761384663614,-12.064178894811281,-12.029359251149533
108,108,0.0015550155418243298,0.0015713144706464128,-12.067575575578196,-12.037813139498459
109,109,0.0015794984305027833,0.0015759529349835294,-11.99983669505874,-12.025011806373389
110,110,0.0015462585868909187,0.0015676596116176562,-12.079815948782768,-12.047926544604861
111,111,0.0015544149095730222,0.001564086684466977,-12.061094984644217,-12.057836052414935
112,112,0.0015759401277821395,0.0015599134341372472,-12.010437510377773,-12.069439257274777
113,113,0.0015550750432555209,0.0015602178111868469,-12.059997616300437,-12.068591925780778
114,114,0.0015516017969294462,0.0015487797607324626,-12.066955463335061,-12.100547593118701
115,115,0.0015596136349954248,0.0015665279995453986,-12.057980257583631,-12.051062622982819
116,116,0.0015536983012577,0.0015743447185837124,-12.060691954197669,-12.029445924324298
117,117,0.00155558167193469,0.0015668327809850637,-12.067431349752699,-12.050217748057001
118,118,0.0015633570392779314,0.0015618371850761928,-12.035564235751897,-12.064086654680859
119,119,0.00155895557278556,0.001575706790103332,-12.057276998746808,-12.025690175060117
120,120,0.0015655434534395324,0.0015658846394600052,-12.035232455604731,-12.052846600836904
121,121,0.001566146010744203,0.0015760912363858598,-12.025385074533329,-12.024630697907615
122,122,0.0015616655366533657,0.0015896748763656145,-12.040526756747632,-11.987361134197375
123,123,0.0015655749779885885,0.0015680830080160185,-12.034187042484968,-12.046753752428408
124,124,0.0015672497936169204,0.0015740755418511597,-12.033999177070363,-12.030188531474675
125,125,0.0015706455541448189,0.0015824601287022233,-12.02262164870066,-12.007116475608752
126,126,0.001573205273838464,0.0015714751421719005,-12.018092157377096,-12.037369083321776
127,127,0.0015741928358149436,0.0015451372172193307,-12.014161041959074,-12.110773706424414
128,128,0.0015614522193779343,0.0015830427506252338,-12.041322665396674,-12.005517807095709
129,129,0.0015733650076615903,0.0015718019322345132,-12.018428085307285,-12.03646605684282
130,130,0.0015592423733323812,0.001563241956510434,-12.047866508040325,-12.060182212612817
131,131,0.0015686276913668537,0.0015763844191831978,-12.02942407522271,-12.023822903111707
132,132,0.0015772164681657533,0.0015504109538405349,-12.005455601541382,-12.095975959447765
133,133,0.0015596422875664897,0.0015638756418698712,-12.048958200993523,-12.058422086554392
134,134,0.001566765016213674,0.0015616872543959242,-12.033847182813588,-12.064503581574952
135,135,0.001565669059570994,0.0015546927706485516,-12.033528207101408,-12.08399844915556
136,136,0.0015619873014019476,0.001596728070197921,-12.040510471871478,-11.96813463826815
137,137,0.001568842047979076,0.0015770109235554149,-12.03079228963771,-12.022097224179955
138,138,0.001558729946690122,0.0015820538514832918,-12.05301838240885,-12.008231616552223
139,139,0.0015450634179905672,0.0015780567497897305,-12.083479441590129,-12.01921806831864
140,140,0.001574422196801944,0.001564465720500601,-12.007947672384,-12.056783723814721
141,141,0.0015596286273686234,0.001563241864603601,-12.047410243778778,-12.060182467945214
142,142,0.0015568697426621755,0.0015546241346256512,-12.05671039710126,-12.08419018416951
143,143,0.0015536352941651166,0.00154506151049741,-12.063326211784709,-12.110986501875301
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145,145,0.001556459253836308,0.00157402967421436,-12.059309241535836,-12.030315084179836
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148,148,0.001561992138038514,0.0015466581221277777,-12.03684570283646,-12.106500974305892
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150,150,0.0015652349444355855,0.0015862885200859684,-12.032619944342757,-11.996622427353202
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