,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.010937601539123919,0.010690713497368913,-3.594024448845508,-3.6757554385104334
1,1,0.010600082605078663,0.010536416531785539,-3.7214809565555806,-3.73889303729521
2,2,0.010493029264214727,0.010464387210576158,-3.764267615952946,-3.7686843346052457
3,3,0.010482718995244233,0.010423236330480952,-3.7814154990127467,-3.7857964998427844
4,4,0.010425477413479815,0.010379517646996598,-3.7979104998415374,-3.80405063193182
5,5,0.010369695857474484,0.010347505198105386,-3.817822728399088,-3.817465815640789
6,6,0.010334388189709064,0.010303607063465997,-3.837755976688357,-3.835929466521865
7,7,0.010307399191192746,0.01027347191580032,-3.8485987543074653,-3.8486499675339747
8,8,0.010269219401417319,0.010239423889862863,-3.862841971112158,-3.863067125895216
9,9,0.010240851334997058,0.01020784156495019,-3.8774835923037285,-3.8764831402498667
10,10,0.010181094116540914,0.010181186671711896,-3.8951736811277393,-3.8878383451272533
11,11,0.010175425040814066,0.010151230043878681,-3.90773966096598,-3.9006356507896016
12,12,0.010146280885049977,0.010121558449770274,-3.9148976497291383,-3.9133484739871642
13,13,0.01014390152869458,0.010095021638431047,-3.924388633566551,-3.9247498062606585
14,14,0.010107776265322548,0.010069909750630981,-3.934508514245325,-3.9355665650475857
15,15,0.010096884246185883,0.010049818475779734,-3.946113441537369,-3.9442401739595945
16,16,0.010062440528928004,0.010024399349564,-3.9582015408956197,-3.9552387515844485
17,17,0.010033723379763746,0.00999699086931191,-3.968185055053942,-3.9671293935793814
18,18,0.00999091110509081,0.009971765360157741,-3.9787668750645,-3.97810183986542
19,19,0.009976094521428506,0.009942311744548772,-3.9929332113803784,-3.990948583393814
20,20,0.009928262091635429,0.009918638799143465,-4.00584276590529,-4.001301596867249
21,21,0.009937724338594786,0.009900252236739585,-4.010653535449552,-4.009359751957378
22,22,0.009895877106134425,0.009882413733162378,-4.026317892227637,-4.017192028740027
23,23,0.009857881065342845,0.009877416648362813,-4.033427434136144,-4.0193886127778615
24,24,0.009885459927093122,0.009861233791238383,-4.0281747868371145,-4.026509795805809
25,25,0.009845108734731822,0.009851996149671706,-4.040226100272937,-4.030580013688808
26,26,0.009856440549351505,0.009845435913456114,-4.040641526956009,-4.033472852191436
27,27,0.00983405744023237,0.009832554153705897,-4.050322654341445,-4.0391588780068535
28,28,0.009846749629095658,0.0098271378757138,-4.049513954567697,-4.041551855170906
29,29,0.009814822115004063,0.009818022629540218,-4.054223961325258,-4.045582060368169
30,30,0.009828837962878733,0.009814777705622347,-4.055775567971347,-4.047017670714633
31,31,0.009808274043589523,0.009799492839527758,-4.064473132607939,-4.053786348988886
32,32,0.009830143811546036,0.009794656775499644,-4.059268443361189,-4.055930127622255
33,33,0.00979686525563911,0.009787804103995624,-4.06805689514883,-4.058969661376758
34,34,0.009814145120302426,0.009776616027872814,-4.074153196811413,-4.063936760038674
35,35,0.00977705862641949,0.009770156717614123,-4.077658595106934,-4.066807047569906
36,36,0.009734644544954152,0.009762521784164403,-4.087985626382168,-4.070202188318762
37,37,0.009771875259418463,0.00975726794843611,-4.081355450694543,-4.072540033092685
38,38,0.009747910063675385,0.00974481023455921,-4.091792877774933,-4.078088484984834
39,39,0.009749704328624858,0.009737575573748663,-4.087980200827977,-4.081313935341682
40,40,0.0097265794450782,0.009730200087161441,-4.098657907186165,-4.084604638229599
41,41,0.009742936215449855,0.009721841908207065,-4.097203566220584,-4.0883368029276825
42,42,0.009720929725498883,0.00971729563255059,-4.102329788396385,-4.0903681918848065
43,43,0.009718124917948368,0.009704139671827617,-4.105083355153293,-4.096251960957989
44,44,0.009738310201804047,0.009700968812562917,-4.106449407431253,-4.097671264225389
45,45,0.009691215513907756,0.009690162137542901,-4.111402730076032,-4.102511910010182
46,46,0.009683884257815549,0.009680165222993023,-4.116680567013527,-4.106994648096873
47,47,0.00967779668220847,0.00967156646871253,-4.117395109816272,-4.110854139165189
48,48,0.009685866333083394,0.009662198834121227,-4.122590246625758,-4.115062644095426
49,49,0.00968198230509291,0.009664344503299185,-4.125633436214878,-4.114098320293143
50,50,0.0096886499026387,0.009648359772798262,-4.122683400582192,-4.121287455214126
51,51,0.009652598117737426,0.009641148198984172,-4.1270239056499145,-4.1245347613287215
52,52,0.009659337667153054,0.009636992833724147,-4.133991105378853,-4.126406987730228
53,53,0.009643614196132138,0.009628114339552428,-4.138820154092076,-4.130409956688243
54,54,0.009655887472260859,0.00962225029146985,-4.138542461783906,-4.133055853377958
55,55,0.009620101978407078,0.009616353107910407,-4.145599063281135,-4.135718327680987
56,56,0.009614863423342557,0.00961048538355451,-4.151450164328149,-4.138369122703104
57,57,0.00959892540248399,0.009600860507864701,-4.150641243978345,-4.142720749886792
58,58,0.009613371454179287,0.009597379077029856,-4.152963017173594,-4.1442958591155215
59,59,0.009584093610420055,0.009587721408982026,-4.160903035850658,-4.148668285831313
60,60,0.009567169222942333,0.009584481827914715,-4.165424554872445,-4.15013596503043
61,61,0.009581323578646503,0.009575824106210157,-4.162315190384576,-4.154060746848601
62,62,0.00954822135954788,0.009569100692476096,-4.16884370768295,-4.157111102632182
63,63,0.009577540603955997,0.009571199746508347,-4.170235618662091,-4.156158549572753
64,64,0.00955425464961025,0.00955566018819809,-4.173596052011642,-4.163215375348942
65,65,0.009558642167866845,0.00955096916540673,-4.17824808906376,-4.165347918264809
66,66,0.009550570817568252,0.009543543289366522,-4.179190127101712,-4.168725870079799
67,67,0.009558086158688535,0.009541625500117478,-4.1808973067592605,-4.169598679013588
68,68,0.00952726659201777,0.009532963366884934,-4.188132302824885,-4.173543106806222
69,69,0.009569293588937558,0.009527609487505336,-4.1812908381316785,-4.1759828659364935
70,70,0.009518363196210763,0.00951731704959744,-4.189414322169101,-4.180676976376031
71,71,0.009521193888768093,0.009510149689097153,-4.193307237656153,-4.1839488205001665
72,72,0.009524639830300488,0.009506274063728358,-4.1946516638984095,-4.1857190405549725
73,73,0.009556926614076821,0.00950516529969479,-4.190394856003058,-4.1862256093558425
74,74,0.00951607592557509,0.009493157267570496,-4.196084731864894,-4.191715591712017
75,75,0.009496172621231718,0.009485585173886073,-4.2075971804836,-4.195181067560308
76,76,0.009489381503428995,0.009485472140735701,-4.205681145703416,-4.19523281973486
77,77,0.009501682642424843,0.009474888443946838,-4.20763502082965,-4.200081294604746
78,78,0.009486197705198195,0.009466845395141527,-4.207563292458019,-4.203769501770399
79,79,0.009488070287655309,0.009459688132138629,-4.210154425665558,-4.2070541602857885
80,80,0.009489121731639523,0.0094588030325739,-4.21155837219552,-4.207460528694168
81,81,0.009455371273623914,0.009452429354975098,-4.21910268672503,-4.210387945647936
82,82,0.009476487764839045,0.009444165680753557,-4.219701670385546,-4.2141863742396
83,83,0.00948058009224454,0.00943577206252437,-4.221935661030665,-4.218047936041202
84,84,0.009426890517172125,0.009429848017661195,-4.233313247145133,-4.220775416047956
85,85,0.00944497126164203,0.009423386256553624,-4.227824763187807,-4.223752419634147
86,86,0.00940274818771586,0.009418000320070669,-4.238818275125008,-4.22623533940083
87,87,0.009452641643967825,0.009413070682632295,-4.227459146975466,-4.228509149940727
88,88,0.009421245876661282,0.009401299402509866,-4.23870793344549,-4.233943509577557
89,89,0.00942927236025481,0.009395221101218149,-4.24416657829367,-4.236752298365703
90,90,0.009408803704703591,0.009391204306953832,-4.249028200579855,-4.238609460196775
91,91,0.009393164273543456,0.009377307650682173,-4.249053123218472,-4.245040702324234
92,92,0.009394715626522438,0.00937849547910063,-4.2497472884371685,-4.244490614093191
93,93,0.009382529865911942,0.00935865482805591,-4.2621354642397264,-4.253688051638754
94,94,0.009348711219721847,0.00935426398523544,-4.270772044426149,-4.255726129035292
95,95,0.009385427728909808,0.009345384804826034,-4.258176880325103,-4.259850462479981
96,96,0.009367489601610247,0.009332119585259965,-4.271228468917677,-4.266019394374856
97,97,0.009346753493258633,0.009329249200068022,-4.270179418302974,-4.267355408333927
98,98,0.009307529489250527,0.009318437476299311,-4.2852708540005,-4.27239139223932
99,99,0.00933802572376642,0.009302326429047082,-4.282956979097749,-4.2799065948388195
100,100,0.009320104398678258,0.009293736448805583,-4.28590636739758,-4.283918821844484
101,101,0.009291315144023945,0.009285908976667806,-4.292140686732692,-4.28757812543178
102,102,0.00932577952320121,0.00927971102493374,-4.292500993914191,-4.290477825346971
103,103,0.009271218441426754,0.009264731632643625,-4.298804084146312,-4.2974939098407035
104,104,0.009276037440472042,0.009258148407465533,-4.300596136257859,-4.3005809659379866
105,105,0.009276217406558008,0.009241707524970957,-4.305505853088706,-4.308300146509824
106,106,0.00926959396522377,0.009227057428736436,-4.312764628714552,-4.3151901115989055
107,107,0.009253437506015767,0.009225128708701385,-4.320703665286469,-4.3160980067015995
108,108,0.0092628163852028,0.009213729271371113,-4.318202378688135,-4.321467876533475
109,109,0.009239908067759164,0.009202347921305582,-4.322640219368419,-4.326835858115704
110,110,0.009205699418239371,0.009195883170162377,-4.337640369307648,-4.329887897031796
111,111,0.00917966356596996,0.009188711202066196,-4.343611757504053,-4.33327632787068
112,112,0.00919656242368762,0.009175289177188748,-4.341733562667319,-4.339624740262126
113,113,0.00916154997557709,0.00916765625343511,-4.3495554313580795,-4.343239140000562
114,114,0.009187860836841396,0.00915238143582093,-4.347733725661197,-4.350481232677081
115,115,0.009188246183558223,0.009137720261749468,-4.354624067206701,-4.357443761881675
116,116,0.009115239787731589,0.009126919811885608,-4.372730696475756,-4.362579999229643
117,117,0.009124531593058528,0.00912397011722389,-4.370118531310046,-4.3639838059820955
118,118,0.009107633340220475,0.009106750109870183,-4.38185646517776,-4.372188151507666
119,119,0.009112318132802383,0.009086351694637224,-4.384889890978819,-4.381926922809784
120,120,0.009077538352114023,0.009082053640955373,-4.3933698569197634,-4.383981721783381
121,121,0.009083105625642329,0.009067652354899206,-4.3924551068105995,-4.390873734668348
122,122,0.009067358708335567,0.00905767509615735,-4.400241260836987,-4.395654965645231
123,123,0.009040442266568695,0.009043474240522636,-4.409388525738374,-4.4024692893006545
124,124,0.009031264197811023,0.009025398592807744,-4.417505299226252,-4.411158438591257
125,125,0.009035824961269024,0.009012470462996709,-4.420300490893957,-4.417383804106754
126,126,0.009004959049298591,0.008995319912700276,-4.433961035008499,-4.425656214493582
127,127,0.009010960463165622,0.008981983961635515,-4.4326315501816715,-4.432099595615956
128,128,0.008979021350747532,0.00896800637833382,-4.445855482407962,-4.4388632633508776
129,129,0.008954166876363386,0.008950725835012762,-4.453852321059869,-4.447239801206197
130,130,0.008955100080785677,0.008938260082351534,-4.457831943369539,-4.453292473498342
131,131,0.008922983930667037,0.008917620699656638,-4.470071799019897,-4.463332385968322
132,132,0.008941858123565457,0.008897315955867893,-4.468828349243298,-4.473232215726773
133,133,0.008906982589474659,0.008880481810161942,-4.479355002128424,-4.481457057598655
134,134,0.008866832111530082,0.008872312052469505,-4.497227538188515,-4.485454266108187
135,135,0.008869609593884232,0.008844635890502679,-4.502780243496219,-4.499022759099298
136,136,0.008843663186987037,0.008826165607101038,-4.512758811414759,-4.508101628649022
137,137,0.008829436735394075,0.008803389084182288,-4.524439021383506,-4.519323379733863
138,138,0.008813326669492057,0.008783897924187937,-4.529681722238626,-4.528949545148704
139,139,0.00880405004376296,0.008759683978400733,-4.538881694357629,-4.5409379632226505
