,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.003591947303124771,0.0034937419757050904,-8.414045239574524,-8.566546447091707
1,1,0.003367951305429499,0.0032683051264795816,-8.70469775644348,-8.856228773141224
2,2,0.003174804407892,0.0030938054582006053,-8.965616740724997,-9.094524711496671
3,3,0.003012481270377169,0.002971345007321552,-9.19070622548616,-9.26992391155059
4,4,0.002904889080193393,0.0028699275816937812,-9.344482925644058,-9.420745343654428
5,5,0.0028286188043961207,0.002789359012814729,-9.471615714407356,-9.544410574326658
6,6,0.0027299594666962464,0.0027134143379761986,-9.614900109248751,-9.664293569397762
7,7,0.0026644093426155674,0.0026529789167015175,-9.717691361796803,-9.762116738241023
8,8,0.002598030922319932,0.0025830943456017657,-9.827257878722051,-9.878052037233356
9,9,0.0025366527321220365,0.002523618676748715,-9.937005459861133,-9.97921739605501
10,10,0.002500099355604538,0.002473755028883093,-10.004161243074678,-10.065887823793835
11,11,0.002417371063445186,0.002429967476545196,-10.12910067603853,-10.143450115673843
12,12,0.0023850435055024232,0.002379971923992822,-10.207083194756397,-10.233736386597043
13,13,0.002349385941285909,0.0023367763251850478,-10.269329073426437,-10.313283284928147
14,14,0.0023125287063765466,0.0023018628309823966,-10.345755566436083,-10.378660322037964
15,15,0.0022795875820801736,0.002278711377201896,-10.4029150354453,-10.422561517765189
16,16,0.0022690874385196216,0.00226197922357211,-10.425899811518434,-10.454568608852293
17,17,0.002260894771454107,0.002254601984627937,-10.444633017435761,-10.46875587513475
18,18,0.0022464461706233085,0.002253404291542737,-10.46931132781171,-10.471063553865829
19,19,0.0022376472821708806,0.002247107595107273,-10.477072892563974,-10.483216048379155
20,20,0.0022578730761582395,0.0022514136753192075,-10.445731199513219,-10.474901727590474
21,21,0.0022457590969951497,0.002247327950930125,-10.47303299439809,-10.482790191485599
22,22,0.0022646124167463827,0.0022521178042025944,-10.432794906285071,-10.473543685385211
23,23,0.002229350472598807,0.002248042275344855,-10.49392491878354,-10.481409984122902
24,24,0.0022348311523302006,0.0022387120284532245,-10.482461473470032,-10.499472397646594
25,25,0.0022511634442801635,0.0022391060269192644,-10.456141245829297,-10.498708135418852
26,26,0.002244894666424424,0.002237469239748622,-10.463145098977616,-10.50188399028822
27,27,0.002222643469066657,0.0022277357914534056,-10.51067459662562,-10.520817900603397
28,28,0.0022238813455879073,0.0022199758647107764,-10.504471765114506,-10.53597219586502
29,29,0.002213993272984151,0.002211285105563308,-10.531489832849406,-10.553007317948396
30,30,0.002226857950949331,0.0022083277887615716,-10.506561329653332,-10.558819349864441
31,31,0.002201073522170641,0.0022008904917655806,-10.552421478426876,-10.57347038278415
32,32,0.0021968336569471764,0.00219312710932603,-10.566441090992779,-10.58881669210178
33,33,0.0021793148588369958,0.0021785646799559657,-10.58603894599176,-10.617750141280816
34,34,0.00217576496322284,0.0021667212345882468,-10.597729750404504,-10.641424328931247
35,35,0.00216587605290883,0.002157702024928049,-10.625862008210834,-10.659540033297022
36,36,0.0021629542899654084,0.0021436095580850776,-10.630906634733236,-10.687997876293187
37,37,0.002126944329368776,0.002138517527399879,-10.691240401765064,-10.698326583622396
38,38,0.0021238586548523804,0.002123525868611116,-10.709899313130745,-10.728879165723338
39,39,0.0021240218511312126,0.002122926954670172,-10.71083307765325,-10.730104211813504
40,40,0.002103587516497091,0.0021074755901568814,-10.748449184907162,-10.761829193610028
41,41,0.0021115389998195714,0.0021005829698161073,-10.731933101733288,-10.776056322886962
42,42,0.002094686606217214,0.0020873488760308214,-10.768057881354414,-10.803504300776774
43,43,0.002085985537839228,0.00207842676287615,-10.793469540902368,-10.822107465088493
44,44,0.002078439663500362,0.002060567396447847,-10.807100022548218,-10.85958648597254
45,45,0.0020807625920290953,0.0020509060276182075,-10.806237824649783,-10.879997109904949
46,46,0.002049242050300554,0.0020386602202626435,-10.861313348201701,-10.906006237201467
47,47,0.002030809882778636,0.0020305459252803735,-10.895333746498586,-10.923326560036708
48,48,0.002005597895741002,0.0020209409443563537,-10.946963917429986,-10.943918496593536
49,49,0.002010437466693831,0.002011444713724287,-10.943256065175255,-10.964373723530079
50,50,0.0020159357155375567,0.0020022143327974177,-10.933857388787146,-10.984349065346901
51,51,0.001985750093902509,0.0019911161109216905,-10.996601559925463,-11.00848886042277
52,52,0.001991743457109965,0.001983517768645757,-10.991302473064934,-11.0250937716777
53,53,0.0019615973350735976,0.001976139371675488,-11.045678608174232,-11.041279015423482
54,54,0.0019621171090828697,0.001963049675779123,-11.053554434187383,-11.070141827301349
55,55,0.0019564712708143844,0.0019544970832372967,-11.05560321970872,-11.08910445813343
56,56,0.0019494134131050908,0.0019495545604609344,-11.07720426267994,-11.100100785595927
57,57,0.001955637194638707,0.0019448117083428723,-11.060996985073288,-11.110679120449714
58,58,0.0019383301980044577,0.0019392287910082622,-11.110270364692699,-11.123164221269889
59,59,0.0019376050781689047,0.0019320034066607292,-11.098635827865834,-11.139375846071943
60,60,0.0019486187537171946,0.0019207602967263053,-11.084942175493405,-11.164723024567166
61,61,0.0019244596148485836,0.0019179399333600152,-11.135747325862848,-11.171104707917907
62,62,0.0019338189038572851,0.0019207358250002329,-11.115120969533983,-11.164778356840113
63,63,0.0019247097637715568,0.0019122478368348982,-11.139412180834956,-11.184012941558175
64,64,0.0019179380609241035,0.00191513511450275,-11.156830298216132,-11.177460532182497
65,65,0.001939725951704475,0.0019080048721087607,-11.106656344079122,-11.193659931249933
66,66,0.0019090142900354623,0.0019079314569305432,-11.166455107240395,-11.193827039943802
67,67,0.0019198462940733304,0.0019058338305177657,-11.140983623547449,-11.198604406138962
68,68,0.001910420548718077,0.0019111026899496977,-11.169678929929196,-11.186614486902233
69,69,0.0019214406403108048,0.0019022706332371424,-11.141055293432842,-11.206731690373141
70,70,0.0019260558225310494,0.0019093003295558063,-11.12996402417388,-11.190712249507612
71,71,0.0019107732631400535,0.0019155384935928804,-11.161307879446136,-11.176545887232137
72,72,0.0019471923371815344,0.001917708677386767,-11.089306255590536,-11.171628390889957
73,73,0.001933223475490879,0.0019223815945320223,-11.111089082208473,-11.161058727217554
74,74,0.0019358524983057502,0.001927775925172395,-11.110663678127564,-11.148889201417091
75,75,0.0019461886786865357,0.0019193485219913878,-11.094105877939173,-11.167916298683254
76,76,0.0019290219805174575,0.0019171291374062236,-11.127986047128108,-11.172941046233749
77,77,0.0019381514488786612,0.0019153666216880083,-11.116414458861874,-11.176935575922846
78,78,0.0019258655794924988,0.0019248032292939331,-11.127633018314782,-11.155591338457494
79,79,0.0019518641680575063,0.0019234064537541646,-11.075111983561698,-11.158744035352834
80,80,0.0019227671953033387,0.0019209346317343022,-11.140704393793063,-11.164328861399932
81,81,0.001922242644665398,0.0019255518778472354,-11.142312244534677,-11.153902486750916
82,82,0.001946968142874539,0.0019252591423298184,-11.087011595801089,-11.154562781008153
83,83,0.0019450291556776646,0.0019170995679144796,-11.090170247468906,-11.17300803163334
84,84,0.0019290170670707815,0.0019226083286890858,-11.125805629781961,-11.16054653137126
85,85,0.0019406092847630229,0.0019256212981417775,-11.104226435619886,-11.153745917053959
86,86,0.001935907407932598,0.0019287767844568741,-11.1083486302084,-11.146635024140664
87,87,0.0019417710496669577,0.001923921689587204,-11.101120930104177,-11.157580817284769
88,88,0.001935666351406307,0.0019265050926294766,-11.108277671811246,-11.151753110811677
89,89,0.0019265784985222614,0.001925609509558662,-11.118708599730628,-11.153772504484586
90,90,0.0019378768491376307,0.0019317158914514277,-11.10869653136101,-11.14002219876715
91,91,0.001945715039949288,0.0019314987156049985,-11.08639500252595,-11.14051048782898
92,92,0.0019388066763154318,0.001932054745817655,-11.097250555003054,-11.13926044246423
93,93,0.0019438647948320687,0.0019350184286993585,-11.091024150181997,-11.13260366967745
94,94,0.001953781463599466,0.0019318745042638558,-11.077755906243581,-11.139665615060391
95,95,0.0019538861161731568,0.0019348203327114646,-11.069884580752499,-11.13304829799304
96,96,0.0019485457745121466,0.0019353595623550447,-11.091616558366553,-11.131838098640296
97,97,0.0019404913308386951,0.0019321505311190297,-11.089221286317759,-11.139045138023285
98,98,0.001964723926575221,0.0019328635259482421,-11.053937053234176,-11.137442816692014
99,99,0.0019436463588829507,0.0019287144961325747,-11.094651942453657,-11.146775278381387
100,100,0.0019374521720443958,0.0019232415790228468,-11.107875432813973,-11.159116329284853
101,101,0.0019645380797152666,0.0019300534929099836,-11.053252140149608,-11.143761264910214
102,102,0.0019529040917254908,0.0019298311457724164,-11.072256452252354,-11.144261612169569
103,103,0.0019402288142879754,0.0019321971217562493,-11.107204476688947,-11.138940416303235
104,104,0.001922322427565904,0.0019263394274993946,-11.133536244558078,-11.152126587870029
105,105,0.0019316822014384203,0.001933929743245244,-11.114230038409323,-11.135047797004653
106,106,0.0019417000291196956,0.0019261909612013322,-11.096957252300953,-11.15246131900787
107,107,0.0019271200037916604,0.0019311484219016212,-11.120366866569231,-11.141298189202796
108,108,0.0019366677392024508,0.0019265424129308055,-11.106527201702445,-11.151668979998824
109,109,0.001949216181546757,0.0019285309398056644,-11.081772643965683,-11.147188617388611
110,110,0.0019318321407724595,0.0019324227836669276,-11.115629720479319,-11.138433232025903
111,111,0.001939244315114602,0.0019256918887166602,-11.100136791317139,-11.153586713708698
112,112,0.00195516514731091,0.0019272010050419915,-11.070343458915225,-11.15018458993194
113,113,0.001940282830997303,0.001926938592652349,-11.10319750297772,-11.150775976154947
114,114,0.001940315051637974,0.0019286746943467542,-11.097313418100088,-11.146864902192203
115,115,0.0019513832491620915,0.0019273650648660566,-11.084526518669716,-11.149814897079132
116,116,0.0019403072278082524,0.0019204358043345181,-11.100645392741592,-11.165456781718849
117,117,0.0019386632106334124,0.0019235353438967937,-11.112553525470116,-11.158453018328505
118,118,0.0019230962834157741,0.001922251877227896,-11.14027709692127,-11.161351787712526
119,119,0.0019425310448925827,0.0019226605930414639,-11.103386183433477,-11.16042847398541
120,120,0.0019327494731057704,0.001919517845013424,-11.123934931868476,-11.167533185299526
121,121,0.0019236802022673727,0.0019205865192864287,-11.133918053078524,-11.16511596270519
122,122,0.0019291643648571574,0.0019224031252394382,-11.123303138745218,-11.16101008643216
123,123,0.0019417214351370162,0.0019210353983860266,-11.096882710563484,-11.164101049103268
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127,127,0.0019382596611208522,0.0019163742330611537,-11.109605616677737,-11.174651496252874
128,128,0.0019162321744064235,0.001912336716869552,-11.15166008792464,-11.183811089001034
129,129,0.001946178321323367,0.0019125428638960187,-11.09398947157209,-11.183342951302834
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152,152,0.001915580295410353,0.001898874632867151,-11.160346897465114,-11.214491796922017
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