,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.005024149500256039,0.004883064055129101,-6.965607179821208,-7.096809470752118
1,1,0.00491046855110944,0.004902852454075688,-7.0664589449323785,-7.079245445606816
2,2,0.004926807842380607,0.004881058280405246,-7.058402886733979,-7.098593751769561
3,3,0.004898033560896965,0.004895277713474475,-7.079789429413151,-7.085960336395286
4,4,0.004918480594402429,0.004895342342359455,-7.064267256401481,-7.085902999948852
5,5,0.004902844394067514,0.004885734892205188,-7.074615869385226,-7.094434706281353
6,6,0.004887984465500436,0.004888848303572128,-7.081645854702398,-7.091668066732225
7,7,0.0048870974479569606,0.00489669474528024,-7.083179497843952,-7.084703369832495
8,8,0.00489785291312128,0.004891347703769019,-7.072735741630983,-7.0894483244358675
9,9,0.004906807886916645,0.004900618137693719,-7.0681511774262,-7.081225053304382
10,10,0.004894240274449292,0.004861581310825913,-7.078652531226714,-7.115958145888883
11,11,0.004908831353232111,0.004915997606555098,-7.07519255367684,-7.067617056210912
12,12,0.004905169522485782,0.00487327651659909,-7.074527526433794,-7.105523138278825
13,13,0.004892625466718809,0.004894145837935962,-7.084886607216017,-7.086964618823534
14,14,0.004910223531661574,0.004898682726841224,-7.068435647636431,-7.082940559902257
15,15,0.004914770862951721,0.004885841283555094,-7.059989313546113,-7.094340135711863
16,16,0.004895123389079091,0.004908011025307994,-7.080184994256572,-7.074678387402686
17,17,0.004898194871727646,0.004901184651412462,-7.0808490144644285,-7.080723035894849
18,18,0.004923663169299204,0.0048921117313990466,-7.068055082490973,-7.088770010212527
19,19,0.004889526279623976,0.004890492382018189,-7.075529104511565,-7.090207816544359
20,20,0.004920174319719531,0.004895870990462993,-7.064915761471857,-7.085434030584885
21,21,0.0049125146860083966,0.004895897802749747,-7.064519029989935,-7.085410246469
22,22,0.004911416186231006,0.004898932909494952,-7.064676203839229,-7.0827187652329435
23,23,0.004907137987962396,0.004898415094143466,-7.070653903288751,-7.083177837116317
24,24,0.0048999087020908435,0.004903013915999939,-7.076813602944129,-7.0791024250513646
25,25,0.004913896586285117,0.004883847616024707,-7.073693069548138,-7.096112635999466
26,26,0.004901626997041641,0.004897238907257193,-7.0737127173990775,-7.08422077202761
27,27,0.004903259067844177,0.004903561582690791,-7.073554238177492,-7.078617345174014
28,28,0.004927844173975827,0.004902851302176714,-7.057451839601269,-7.0792464659586045
29,29,0.004903953661662094,0.004880913459744893,-7.072630399896687,-7.098722608552466
30,30,0.004911135699715197,0.004889054517996938,-7.061516264044963,-7.091484882692801
31,31,0.00492028585759942,0.004895442851672047,-7.064004150468312,-7.085813833168099
32,32,0.004920624422159084,0.004885642838321234,-7.063156008637779,-7.094516534033678
33,33,0.0049042155073245166,0.004887650696266638,-7.076095113760906,-7.09273207593812
34,34,0.004914501816341558,0.004895209040688841,-7.0691009517332395,-7.0860212612759526
35,35,0.004908738504211928,0.004893592877411528,-7.070221753035569,-7.08745533013431
36,36,0.0048984339095882535,0.004902428849355171,-7.079481547913363,-7.079620690716161
37,37,0.004933976309047532,0.0049133882367689355,-7.050425237251387,-7.06992286644984
38,38,0.004919914643942695,0.004898777893303256,-7.062548533202769,-7.08285619055202
39,39,0.004909358462606816,0.004893921609771879,-7.0718717102831965,-7.087163597947627
40,40,0.004913924972421115,0.004889378250625573,-7.06869024066507,-7.091197320672167
41,41,0.004908414711196398,0.004891307828457732,-7.067602063952167,-7.0894837291940105
42,42,0.004908742877587522,0.0049026205792630975,-7.0709242850936915,-7.079450845083775
43,43,0.004906750456958087,0.004885690139704629,-7.072964259964358,-7.094474487099363
44,44,0.004939041412483479,0.004897182096580141,-7.046720116850585,-7.0842711528792135
45,45,0.0049142877177632965,0.0048712510615587234,-7.066797407191028,-7.107328549476007
46,46,0.004908693594301177,0.0049134987210364715,-7.069873503228521,-7.0698252104822155
47,47,0.004897167834155646,0.004879954589628859,-7.076553071627765,-7.099575876928778
48,48,0.004917593356029889,0.004893136651892411,-7.061383177521964,-7.087860238076247
49,49,0.004910432392750511,0.004885572719534761,-7.07157824032338,-7.094578864460969
50,50,0.004874246655819342,0.004893307843686719,-7.093808993266491,-7.087708298009235
51,51,0.0049056868577740855,0.004887437104786697,-7.074660021871553,-7.092921867790681
52,52,0.004915783479425711,0.004889841755165865,-7.055327216026522,-7.090785636582398
53,53,0.0048994972687406635,0.004877943349512,-7.079992882866971,-7.1013661610706125
54,54,0.004900310586984318,0.004919200694482578,-7.075391061608116,-7.064788270418174
55,55,0.0049166271664663076,0.004869163281431324,-7.06160481793976,-7.109190300672031
56,56,0.0048975862572257665,0.004888450408256368,-7.075479141520477,-7.092021546246759
57,57,0.004893765525565934,0.004903584400093869,-7.077776775095009,-7.0785971364970655
58,58,0.0049163322444505915,0.004872191550308152,-7.063636502842428,-7.106490141345105
59,59,0.004902440756943422,0.004883908421585434,-7.070671296676494,-7.09605856519878
60,60,0.004887349389915921,0.004885316899928607,-7.083942574011875,-7.094806276800413
61,61,0.004918600663005077,0.00490305043364826,-7.0657475654026385,-7.079070078918212
62,62,0.004927110344593979,0.0048831975528676255,-7.054591463566555,-7.096690740917677
63,63,0.004906093212055792,0.004896116124368028,-7.074554722973188,-7.085216586870841
64,64,0.004909668482609631,0.004874708106447207,-7.072867110489371,-7.1042475277810695
65,65,0.004921627072521399,0.004879066500028497,-7.067232033391832,-7.100366309514986
66,66,0.004897161458916578,0.004867093882670528,-7.081091080590695,-7.111036448449473
67,67,0.004922209221140011,0.004899988661667234,-7.062729430086869,-7.08178293297605
68,68,0.004886998334112241,0.00487808821918933,-7.080440772649577,-7.101237182190171
69,69,0.004914307001901349,0.004897682903040396,-7.072993611637104,-7.083827047764158
70,70,0.0048803590506929714,0.0049015977174827925,-7.085182872580664,-7.080357033043084
71,71,0.004909247980865929,0.004877590280222266,-7.066229911470721,-7.101680518132252
72,72,0.004893734484680535,0.004890827952246917,-7.078149855343762,-7.089909827533255
73,73,0.004927100191257664,0.004884681664407253,-7.051783855826383,-7.095371024645983
74,74,0.004915747474687001,0.004881829170412139,-7.065468637569529,-7.09790790287797
75,75,0.004895659590850479,0.00489691064055813,-7.083811199003831,-7.084511893610658
76,76,0.0048869696215332785,0.004904907784963909,-7.078554873179734,-7.077425215799905
77,77,0.004901695223621179,0.004875660849441039,-7.0750162442462,-7.103398798818951
78,78,0.004880395247456953,0.0049004296429063145,-7.090683182070672,-7.0813921012524785
79,79,0.004930717985808235,0.004896251901396011,-7.054869205770372,-7.085096151826179
80,80,0.004938576298468199,0.0048837437980661265,-7.052549560959733,-7.096204956745953
81,81,0.004896963845708014,0.004892984282617506,-7.072476310196696,-7.087995476820486
82,82,0.0048931215496100106,0.00489415348458447,-7.083846290623356,-7.086957833380746
83,83,0.004914301317953265,0.004927793101064469,-7.074592347895685,-7.0572090319432155
84,84,0.004913910047256762,0.0049037598808737174,-7.063486562767986,-7.078441721672841
85,85,0.004914956138536488,0.0048844020470584695,-7.069969902347177,-7.095619638078402
86,86,0.004913588851383052,0.004888668778891626,-7.065538783636992,-7.091827548075922
87,87,0.004891098083294544,0.00489415120529501,-7.084807668317681,-7.086959855963545
88,88,0.0048763121564670935,0.004884392415222369,-7.088250009484906,-7.095628202191988
89,89,0.0048989518737593265,0.004924608958198836,-7.074986890967447,-7.060016176263887
90,90,0.004918530660191762,0.004865736896662335,-7.063083996814703,-7.1122474661945825
91,91,0.004914356155570634,0.004879125001791276,-7.061579087607461,-7.100314236356241
92,92,0.0049120876794085675,0.00488990506059245,-7.074700645375536,-7.090729411819203
93,93,0.004913726826342418,0.004890590587532834,-7.066376866015852,-7.09012060715612
94,94,0.004919568417574635,0.0049105632903152395,-7.061663363033892,-7.072420555260593
95,95,0.0049223264093635625,0.00491040094608539,-7.058080581846749,-7.072564136280749
96,96,0.00490696266888804,0.004902305718707411,-7.069647936658195,-7.0797297705908
97,97,0.004884984349044635,0.004889487141841336,-7.078330109406698,-7.091100600138162
98,98,0.004909085263450121,0.004902466396360021,-7.0710319017898,-7.0795874288472485
99,99,0.004894382992432904,0.004887606409427367,-7.081185790217778,-7.092771427393963
100,100,0.004891684067617987,0.004901978040212079,-7.075130407224357,-7.080020070149469
101,101,0.004902456128566535,0.004899207870230863,-7.076869329813111,-7.082475017091205
102,102,0.004921377415663188,0.0049044727102706305,-7.0655312831859,-7.077810460390472
103,103,0.0049004569918531735,0.004900760703573101,-7.079094118837284,-7.081098712764483
104,104,0.004877122714347446,0.004873281736907206,-7.088243921611883,-7.105518486070426
105,105,0.004875072158066575,0.004908010143002397,-7.0958964062316445,-7.074679168127269
106,106,0.004911959900991204,0.004893528125984104,-7.073688268452364,-7.087512795833603
107,107,0.004904339709271168,0.0048854075568287,-7.067907122145616,-7.094725685455049
108,108,0.004889245193029188,0.004890468755834981,-7.080993337690079,-7.090228797551953
109,109,0.004905345518449226,0.004905713991703172,-7.06729343804261,-7.0767114360887025
110,110,0.004927669109334958,0.004893560281121417,-7.061341322131851,-7.087484258646405
111,111,0.004901466185476669,0.004896252514108231,-7.0736531706563355,-7.085095608354306
112,112,0.004902458596091295,0.0048797792804084325,-7.071923273352998,-7.099731897222119
113,113,0.004901985445818336,0.00490078043290659,-7.079179903328432,-7.081081229104421
114,114,0.004913078150567934,0.004897532126817264,-7.068538005662358,-7.0839607483138956
115,115,0.004909581427952063,0.004895325480519156,-7.065553466119154,-7.0859179591004215
116,116,0.004898216397760762,0.0048913293469109035,-7.080837647824446,-7.089464623210003
117,117,0.004916626902431557,0.004875570560168279,-7.061386209300286,-7.103479223805886
118,118,0.004916786278607612,0.004880484267088927,-7.068384559784823,-7.099104512881118
119,119,0.004895454267827198,0.004895845035973348,-7.075567224726602,-7.085457053907055
120,120,0.004878679780078303,0.004898220031081061,-7.095692039015592,-7.0833507838690615
121,121,0.0049138170878220465,0.0049043516383359305,-7.061728498586392,-7.077917671757071
122,122,0.0049000754616386494,0.004879571423914872,-7.078713755304854,-7.099916890939283
123,123,0.004919351040164835,0.004896082890857207,-7.06765146773003,-7.085246065704638
124,124,0.004898607145188395,0.004898445264093186,-7.0767559984894515,-7.083151088459699
125,125,0.004921220771046644,0.0049118752787379845,-7.0700512953484935,-7.071260376285276
126,126,0.004932494488419946,0.004896978627106077,-7.063871995265676,-7.08445159849845
127,127,0.00488214576424858,0.004901596001888576,-7.092027155249133,-7.080358553105062
128,128,0.004889561012195251,0.004890107966371272,-7.084806622467427,-7.090549205801362
129,129,0.0049073499790632845,0.004905724628387313,-7.065693101793666,-7.07670201962409
130,130,0.004906741393365196,0.004892389535119659,-7.071539033078384,-7.088523398515804
131,131,0.00491189601898347,0.004885060516627212,-7.062154462011316,-7.095034202188199
132,132,0.004903932894128807,0.00487999049456496,-7.074634875624816,-7.0995439232333695
133,133,0.004910030421445665,0.004883068515674064,-7.067204802251453,-7.096805503593062
134,134,0.004901669338614363,0.004875780377340944,-7.068842611204151,-7.103292331874922
135,135,0.004898121220434142,0.004885925127095298,-7.0760357864039625,-7.0942656091926555
136,136,0.004914044656973217,0.00488911277467483,-7.071168941867341,-7.091433133621661
137,137,0.004900185396107509,0.004895389055539118,-7.0757438735005,-7.085861558149796
138,138,0.004911887012998161,0.004915908469181312,-7.067193276291283,-7.067695803646597
139,139,0.004912188439870004,0.0048786792413968785,-7.059231892761421,-7.100711029066666
140,140,0.00491948192459099,0.0048913263078582915,-7.061716442957491,-7.0894673215443325
141,141,0.004893207356103302,0.004899062485875268,-7.078825833010392,-7.082603896211907
142,142,0.004906972971043943,0.004865396106125493,-7.072131450859235,-7.112551651636615
143,143,0.00492180217076669,0.004882527539800657,-7.058470274500356,-7.097286667949174
144,144,0.004891307640475096,0.004881361156309906,-7.079165044717398,-7.098324274853537
145,145,0.004925376447589742,0.004899771982117703,-7.062900746587807,-7.081974984060027
146,146,0.0049057841713818695,0.0048996700268042715,-7.0746729801022745,-7.0820653537565565
147,147,0.004913640213342979,0.004883806588814447,-7.065765146422416,-7.0961491194593656
148,148,0.004923446137534896,0.0048783176431530404,-7.063444107076432,-7.101032931643648
149,149,0.004909510335395324,0.004872802767510477,-7.071747189617856,-7.10594535240033
150,150,0.004909004540825935,0.0048941620135385736,-7.075870230845983,-7.08695026501476
151,151,0.004919848587248743,0.004882811568677425,-7.058555637566867,-7.097034035301099
152,152,0.004907822106801665,0.004901014341923751,-7.068417823573357,-7.0808739499320374
153,153,0.004897597625121935,0.004910919643742473,-7.0783056057213205,-7.072105404629752
154,154,0.0048917440371107805,0.004895587035111691,-7.085285333351241,-7.085685924106544
155,155,0.004888989722605833,0.004882387351244688,-7.087475669029838,-7.0974113656387425
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157,157,0.0048991138902828866,0.00488320443975298,-7.072443016286454,-7.096684615967447
158,158,0.004891687236034993,0.004886883458024577,-7.0766025309048555,-7.093413862569088
159,159,0.004905207145037418,0.004901129188702295,-7.067294672254462,-7.080772181738107
160,160,0.004901759854527479,0.004875540267676115,-7.072183153877447,-7.103506207115629
161,161,0.004905351365618792,0.004908202093486723,-7.068897956436664,-7.074509320462726
162,162,0.004888458638307974,0.004875175826447575,-7.0807149691968885,-7.103830849558458
163,163,0.004916998648958415,0.00487924948040592,-7.064343683303691,-7.100203438445059
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165,165,0.004898087918451152,0.004887667680649381,-7.0793332693705775,-7.092716984411851
166,166,0.004907311895650994,0.004886914216178029,-7.065284046128024,-7.093386528063581
167,167,0.0048764178375761535,0.00488087515297689,-7.095055265561495,-7.098756693326525
168,168,0.004918653076303374,0.004883157726573317,-7.070720609398384,-7.096726161172948
169,169,0.004891165167323707,0.004880361332509078,-7.0764177073671375,-7.099213908750813
170,170,0.004909151502568083,0.004883472170484693,-7.068588521551655,-7.096446512497682
171,171,0.004905444483474358,0.004880747610801144,-7.073054609114658,-7.098870180324494
172,172,0.004914774074574414,0.0049063142781194885,-7.064776441974057,-7.076180045286874
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174,174,0.004909196969352125,0.004893931413167401,-7.068177185932337,-7.0871548982653385
175,175,0.004927399049791479,0.004914317157511648,-7.055703588792131,-7.069101870830412
176,176,0.004912938778624707,0.004894717032776067,-7.073857995171579,-7.086457784126374
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178,178,0.004907911941025061,0.004873574343755057,-7.067466685913665,-7.105257730113067
179,179,0.004903067685855725,0.004889952190416424,-7.07142707074442,-7.09068755390255
