,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.01428344292739003,0.014596478915528247,-5.43669613418936,-5.3495425437497435
1,1,0.014692511486331212,0.014690371524346503,-5.320257132143475,-5.321695792737141
2,2,0.014650926781222992,0.014666031506892881,-5.327941741057511,-5.328897450025021
3,3,0.014654986656357333,0.014692188926825398,-5.327508650357884,-5.321158543527495
4,4,0.014651989305065465,0.014677406876887145,-5.328332113484997,-5.325530250448079
5,5,0.014662632833897453,0.014710242418866409,-5.331828396500564,-5.315825288691771
6,6,0.014645328985277525,0.014695072595618273,-5.333220150283689,-5.320306227671221
7,7,0.014611568676365405,0.014664982984724798,-5.332331914656234,-5.329207952337907
8,8,0.014673068879421838,0.014687770438429556,-5.326229877781378,-5.322464825213783
9,9,0.014679102342306953,0.01471132138057759,-5.3272103743047445,-5.315506755577246
10,10,0.014619272816734216,0.014707997931461585,-5.329328291939589,-5.316487985362204
11,11,0.014716067841065298,0.014724847762600371,-5.317346174483407,-5.311515452593827
12,12,0.014681121996920747,0.014676568049349283,-5.324380886069346,-5.325778460901331
13,13,0.014688247555540395,0.014727896716641752,-5.322053105379132,-5.310616287545617
14,14,0.014701747268284718,0.014700540880623617,-5.321695043870058,-5.318690445076578
15,15,0.014690074647210309,0.014731882630210174,-5.324740649677487,-5.309441085071565
16,16,0.014631875953877094,0.014687236104356615,-5.334412758015534,-5.322622822345839
17,17,0.014680547188468202,0.014676299975498727,-5.3253054239062365,-5.32585778738755
18,18,0.014645074839828555,0.014709121057469594,-5.328698144283255,-5.316156363881406
19,19,0.014725948712721313,0.014688898662203237,-5.318703963275051,-5.322131239838378
20,20,0.014665622283349332,0.014692366417301329,-5.327818609430613,-5.321106078459785
21,21,0.014662112013350442,0.014684916179823248,-5.3293573946178485,-5.323308867015376
22,22,0.01464840795691173,0.014678176443435643,-5.328298348098985,-5.325302546912502
23,23,0.01466699291174252,0.014702089228912404,-5.326081183613001,-5.318233044418202
24,24,0.014672546253837262,0.014686073764766517,-5.32353015767015,-5.3229665341526395
25,25,0.014689741492962715,0.014719675491122823,-5.3241210986985275,-5.313041229707181
26,26,0.014645232751811902,0.014652545171740809,-5.331079714351472,-5.332892897290382
27,27,0.014660577212950004,0.014736109903376354,-5.326508787527363,-5.308195067773259
28,28,0.014678950671144981,0.014680066979245135,-5.3256954556937846,-5.324743215579754
29,29,0.014674882778955489,0.014672904079289813,-5.326511037239074,-5.326862802030179
30,30,0.014640771716679494,0.014705951276578401,-5.3324884914185935,-5.31709235910153
31,31,0.01463326514151293,0.01467942500388936,-5.333566407006449,-5.324933141450908
32,32,0.014704731849895925,0.014680319269628902,-5.322787041238815,-5.3246685787404555
33,33,0.014682545432264042,0.014658917672932148,-5.321111387577341,-5.331004528796739
34,34,0.014669932530636025,0.014671917318513519,-5.323291857052524,-5.327154877251532
35,35,0.014658723487374709,0.014689249182610135,-5.328011094723916,-5.322027605613837
36,36,0.014700431098258988,0.01465695258229971,-5.320168974961886,-5.33158675815712
37,37,0.014673691002901681,0.014657344080899892,-5.326507963528691,-5.331470756273333
38,38,0.014637693349924898,0.014743107223981306,-5.329763110125683,-5.306133345597407
39,39,0.014683061855432299,0.014707380905747414,-5.323227290634294,-5.316670183160424
40,40,0.014683339226338053,0.014661764235872971,-5.325515017840257,-5.3301612697038445
41,41,0.014635965496916132,0.014666175714841015,-5.333364374601338,-5.328854746988289
42,42,0.014649562019201898,0.014648331672345338,-5.326998997365273,-5.3341419381018955
43,43,0.014636207439158996,0.014698542899599201,-5.329299380521802,-5.319280743836686
44,44,0.014680089928286592,0.01471352322321189,-5.329236899387684,-5.314856795911695
45,45,0.01463662061993916,0.014683955839197887,-5.33359752342427,-5.3235928892510405
46,46,0.014679889213869866,0.014691667582251523,-5.3240507110463176,-5.3213126533677455
47,47,0.014645428780811964,0.014695059998255027,-5.330482075529028,-5.320309950665888
48,48,0.014615766761690071,0.014701194767104952,-5.334923701716573,-5.318497273289657
49,49,0.014636785492838658,0.014740595299946634,-5.330351474401569,-5.306873357642347
50,50,0.01465382378010713,0.014660949524688093,-5.329025984328641,-5.330402601099648
51,51,0.014671688553752359,0.014688539024638502,-5.323788321073812,-5.322237572195558
52,52,0.014667506761772116,0.01470992596525895,-5.328080604921505,-5.315918717154661
53,53,0.014620260105074681,0.01467694097051495,-5.329493958433925,-5.325668111161317
54,54,0.01465207301848328,0.014664317824338613,-5.329370357088473,-5.329404939976467
55,55,0.01469165803960611,0.014665781226205198,-5.323760094549133,-5.3289715644499145
56,56,0.014634482408921743,0.014683539783091922,-5.333563387641098,-5.323715944259421
57,57,0.01464862785465324,0.014668906989850496,-5.32921631634487,-5.328046037716495
58,58,0.014630085663850774,0.014669621363282204,-5.326835178181504,-5.327834542146073
59,59,0.014671154848309522,0.014671570670447852,-5.32810472576074,-5.327257487644779
60,60,0.014657297382880118,0.014698993610708337,-5.33264286212963,-5.319147575298854
61,61,0.014658847535701142,0.01471471899238072,-5.329447478365029,-5.31450385879222
62,62,0.014662698112889049,0.014696680009365082,-5.322983664537093,-5.319831202632428
63,63,0.01465574391762313,0.014692018396760287,-5.3259696259093,-5.321208951738586
64,64,0.01467836550292895,0.014681933104599776,-5.322835804336287,-5.324191176929228
65,65,0.014675913109760923,0.0146678291555298,-5.321428494127522,-5.328365158082016
66,66,0.014676067459675455,0.014721193007732692,-5.327076352732501,-5.312593519348045
67,67,0.014663130131348507,0.014696642658428141,-5.3321466040759935,-5.3198422400411545
68,68,0.014668607805884377,0.014665457027915278,-5.324444517460263,-5.3290675696216985
69,69,0.014690125025040711,0.01467077448768051,-5.324261892713289,-5.327493172816268
70,70,0.01467658251946427,0.014706194743906198,-5.326830149514665,-5.31702045920214
71,71,0.014634777897412014,0.01469823982762663,-5.330828494050259,-5.31937029274177
72,72,0.014667574335465726,0.01467693151023827,-5.327284399283959,-5.325670910482573
73,73,0.014600799793435126,0.014686825440118187,-5.33744969761329,-5.322744255476499
74,74,0.014712011652816203,0.014674821819521879,-5.318435324753752,-5.326295218698806
75,75,0.01466660926444936,0.014680298290362484,-5.330133981158002,-5.32467478513555
76,76,0.014675266877508041,0.014698364575834651,-5.325774331172126,-5.319333433070749
77,77,0.014688568132132599,0.014712186432198474,-5.321000105881377,-5.3152513902768135
78,78,0.014661365073443074,0.014704515814389052,-5.33235607106252,-5.31751629885494
79,79,0.014687491139185797,0.014677881802383223,-5.32535591739244,-5.3253897254990425
80,80,0.014692630340374008,0.014677402514376138,-5.323313022557022,-5.325531541285592
81,81,0.014637772617957642,0.01465011074354774,-5.3290783761856675,-5.333614510195593
82,82,0.01465713550557488,0.014704564390213866,-5.329005779072827,-5.317501952120854
83,83,0.014658478482328739,0.014742569948889707,-5.33091852668781,-5.3062916160730715
84,84,0.014634721230753918,0.014706806328735854,-5.331137157602707,-5.316839853410763
85,85,0.014668552320181709,0.0147085697635224,-5.32732905916917,-5.316319139349172
86,86,0.014674945340789471,0.014716321210327902,-5.328948190501162,-5.314031001285885
87,87,0.014643095990585298,0.014680883258973298,-5.326062710933477,-5.32450173444318
88,88,0.01467371844331321,0.014696583347885232,-5.328423355745377,-5.319859766692703
89,89,0.01461320090078816,0.014695649819546625,-5.333541973691008,-5.320135639712616
90,90,0.014688157034826647,0.01469902267777606,-5.331277645476109,-5.319138987190736
91,91,0.014692129404044029,0.01471298869307104,-5.323438525544039,-5.315014574374373
92,92,0.014666831015234756,0.014662137598191438,-5.324960741154494,-5.33005067787634
93,93,0.014628586810581462,0.014693315925174638,-5.333077019682215,-5.3208254206719285
94,94,0.01466047078294238,0.014715671833408507,-5.330237942885709,-5.314222643633989
95,95,0.01466864502998357,0.014667787540115808,-5.327027598893146,-5.32837747985786
96,96,0.014690470315285564,0.014706274249443882,-5.323584240922969,-5.3169969801692805
97,97,0.014650019922668171,0.01472924620305237,-5.329523680319453,-5.310218370813814
98,98,0.014620549583173905,0.014717739565592063,-5.331032145106348,-5.313612449547631
99,99,0.014669510737522361,0.01467719786849461,-5.326728439751712,-5.3255920950495215
100,100,0.01466001270665336,0.014695818830085429,-5.329225761882711,-5.320085693011918
101,101,0.014676495714439559,0.014712416615925338,-5.324722831087082,-5.31518344202124
102,102,0.01461367904371822,0.014690612981978216,-5.330764008396722,-5.3216244107063275
103,103,0.014686444822276375,0.014656397317977328,-5.325652209592237,-5.331751289493223
104,104,0.014672686969957402,0.014725030105757085,-5.326294983588341,-5.311461672658217
105,105,0.014660769756691358,0.01466624394647385,-5.329491118836437,-5.328834542298751
106,106,0.014676080114140953,0.014717027103822482,-5.329864017077797,-5.313822689512251
107,107,0.014690810315234145,0.014694881527439543,-5.323674353051928,-5.320362695847622
108,108,0.01467888621786206,0.014676218068129137,-5.327566938645045,-5.32588202511638
109,109,0.014648273952074886,0.01468852059425492,-5.327289936971118,-5.322243021491024
110,110,0.014636669509573695,0.014717858382745794,-5.326745018753957,-5.313577388847107
111,111,0.014626567616828323,0.014698479030477373,-5.332427923245473,-5.319299615140887
112,112,0.014714371825846815,0.014691139522351716,-5.313823194141927,-5.321468753838206
113,113,0.014672374698458258,0.014665987685714898,-5.323931487358954,-5.328910426489863
114,114,0.014657088881838568,0.014648651508124251,-5.33217176162601,-5.334047114062814
115,115,0.014643658163774874,0.014681266277636352,-5.329531601798328,-5.3243884301419175
116,116,0.014658017842502324,0.014711872723541762,-5.324034645619182,-5.315343996084748
117,117,0.014640948571956035,0.014708152874127814,-5.331021263872255,-5.316442234478345
118,118,0.01469803010065531,0.014753108157923347,-5.325116619325746,-5.303188323305489
119,119,0.01462107333210633,0.014694656539512308,-5.34061194963615,-5.320429189587723
120,120,0.01464347672869557,0.014692113391662898,-5.331004596665386,-5.321180871438438
121,121,0.014612220726984064,0.01467249949315661,-5.330757350636372,-5.326982554702643
122,122,0.01468411478761238,0.01469897694493595,-5.32373453388804,-5.3191524993482675
123,123,0.014672671982384835,0.014681418916504634,-5.326344832351477,-5.324343277447072
124,124,0.01464387734142161,0.014680644693343263,-5.324789541497466,-5.324572308247695
125,125,0.014650602248910162,0.014685528450890592,-5.328270372467672,-5.323127796589403
126,126,0.014706819884709477,0.014708983662881349,-5.32154222844512,-5.316196930540668
127,127,0.014674713633493664,0.014683089954288383,-5.324390355233054,-5.323848991986681
128,128,0.01467032661450278,0.014712056194088961,-5.324873521406981,-5.315289835917039
129,129,0.014627182011290924,0.014674542030613674,-5.330739311119245,-5.32637802170575
130,130,0.014669030789554734,0.01468170546975575,-5.323979906537693,-5.324258512287821
131,131,0.014683914764486636,0.014687130374735907,-5.325105064352029,-5.322654086196844
132,132,0.014692877419292927,0.014673611786412565,-5.323980023561598,-5.32665333709766
133,133,0.014662070516688922,0.01465021686530427,-5.322418811414433,-5.333583051098012
134,134,0.014700659454713777,0.014649039134383202,-5.322802442318059,-5.333932194462245
135,135,0.014689605942322421,0.014689710726471324,-5.325083947809466,-5.321891150169051
136,136,0.014655614530994105,0.014687861953126756,-5.331060075754422,-5.322437765828317
137,137,0.014670435272003571,0.014726650999172738,-5.326753615427172,-5.310983638780033
138,138,0.014645732833629417,0.014651880599558353,-5.330211987382459,-5.333089877796992
139,139,0.014677475830636074,0.014714872856673441,-5.325016808405354,-5.314458447076261
