,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.027489717032030684,0.027173069746870743,-2.6044291682019582,-2.6373314862190917
1,1,0.02706621185943638,0.02690969005619225,-2.661789404106874,-2.6796315652069795
2,2,0.026869217490719764,0.026658671761029644,-2.6965780002740565,-2.720333447692788
3,3,0.026553550715913476,0.026381273802958037,-2.7404919835209407,-2.7657609079340615
4,4,0.026317845300300836,0.02609705719116487,-2.790926197393632,-2.81280314830059
5,5,0.026054146344360617,0.025841690599918365,-2.8327493477313133,-2.85550929730515
6,6,0.025770841992085743,0.025605254561493273,-2.875175542068345,-2.8954275429499337
7,7,0.02556533598792307,0.025397216999217084,-2.913140233698815,-2.93085722454928
8,8,0.025388976904688422,0.025217193325883465,-2.9433328617640635,-2.961751041993513
9,9,0.02520201764232719,0.025069746335870342,-2.974083463115473,-2.9872191249899678
10,10,0.025096587721527237,0.02495338326614154,-2.994825811062954,-3.0074241503992294
11,11,0.02495139134452515,0.024869023283061228,-3.0176991499236063,-3.0221312320901186
12,12,0.024891408294746557,0.024816054262612994,-3.0273212920236525,-3.0313912204584725
13,13,0.024867150740525156,0.02477655569581609,-3.033143557215352,-3.0383091920048693
14,14,0.024843482358246734,0.024752092008527956,-3.038812898033189,-3.0425994142308705
15,15,0.024796845045747216,0.024736943213563217,-3.0416788119433087,-3.0452582004596302
16,16,0.024763328954577446,0.024713484570384026,-3.047437182757502,-3.049378674439922
17,17,0.024721276245473586,0.024648023671225497,-3.0532131411020935,-3.060897497492032
18,18,0.024640323229364512,0.02443133255368785,-3.0747027418587036,-3.099246968780517
19,19,0.024379155435359356,0.024163024598046354,-3.1196354406940574,-3.147205561319807
20,20,0.024119731595682113,0.023907411255334552,-3.169616107382687,-3.1933929979804567
21,21,0.023881497629678127,0.02366594901602519,-3.210058205340125,-3.237479275693226
22,22,0.023578143572991657,0.023438101536349246,-3.2611897526110587,-3.279494208058437
23,23,0.023378368659117788,0.02322286445843546,-3.2977938900137005,-3.319560647423487
24,24,0.023161954601708147,0.02300674772184146,-3.3405209692917426,-3.3601662183841876
25,25,0.023003995994624403,0.022810730102815126,-3.373383929246882,-3.397326661833917
26,26,0.022744680053948127,0.022617221858940627,-3.418455748862322,-3.43432593967412
27,27,0.02260605036521081,0.022435268191130536,-3.452245922913945,-3.4694058668663876
28,28,0.022469424152958023,0.022262630690085262,-3.483004453139253,-3.5029537018963404
29,29,0.022232223474948676,0.02209346515959815,-3.516681460425528,-3.536080157781612
30,30,0.02210976421525798,0.02193257232245646,-3.551261877943754,-3.567822820266921
31,31,0.021947029882024245,0.021778628328128866,-3.5814762035783416,-3.598413288011245
32,32,0.021759322738831806,0.021630489414459782,-3.6077132674352903,-3.6280550618416485
33,33,0.02158070739704309,0.021487165242433548,-3.6442901285812934,-3.6569272844994503
34,34,0.021455641010219288,0.02135627961864597,-3.667923988016786,-3.6834625368315126
35,35,0.021376681062824948,0.02122437601026736,-3.692870948152067,-3.710369211541848
36,36,0.021200524777481237,0.021102381674082654,-3.7259036875229032,-3.7354037838243355
37,37,0.021130116522004923,0.020982665254881506,-3.742787161610458,-3.7601119993478402
38,38,0.021000783621650383,0.02087263331601494,-3.765247295012223,-3.7829460851613366
39,39,0.02083326444106618,0.02076230786348644,-3.7972656309590307,-3.805962256690945
40,40,0.02074030314370529,0.020659905711286945,-3.813685496980812,-3.8274351700852876
41,41,0.020695456658902857,0.020559953427628466,-3.832711922935684,-3.8484972558050163
42,42,0.020505307376691977,0.02046550143706171,-3.859409957836015,-3.8684946213034226
43,43,0.020431125075700357,0.020376392002952725,-3.8788098006169913,-3.887445651075685
44,44,0.020367960916044786,0.020289071982628422,-3.896411139377544,-3.906096691813661
45,45,0.020328851896770223,0.02020792574866822,-3.9097206641356177,-3.9235011468477747
46,46,0.02019604888850266,0.02013229402272325,-3.9232829130956333,-3.9397858770285077
47,47,0.02016347715842355,0.020055825282868586,-3.944104061770291,-3.956313145490002
48,48,0.020074303137119283,0.019988396155991052,-3.9590231532285074,-3.9709390387388783
49,49,0.01998259305723549,0.0199243717483784,-3.9755797710286678,-3.9848721595133036
50,50,0.019978616770702538,0.019859093682546364,-3.983704096339312,-3.999124276022324
51,51,0.019851110837201483,0.019797515516218386,-4.001703633388257,-4.012611601275827
52,52,0.019883926977048216,0.01974425641329665,-4.009667471413319,-4.024310696874539
53,53,0.019788854592239735,0.019694196354401738,-4.026030401858089,-4.035335885487273
54,54,0.019743290873839685,0.019639251361552038,-4.039930414502696,-4.047469234639022
55,55,0.019699889283204815,0.019594049571376098,-4.042790904171819,-4.057476496972178
56,56,0.0195696274797941,0.019548643282369563,-4.060137602630405,-4.067552303293514
57,57,0.019624486488779794,0.019509653707868176,-4.066169018894016,-4.076222913118831
58,58,0.019583897569130378,0.01947015141578097,-4.076001930734242,-4.085025231803831
59,59,0.01952988543000418,0.01943587256889594,-4.082643270817125,-4.0926780918885495
60,60,0.019463231691072898,0.019402408972382545,-4.095447115394729,-4.100161975484841
61,61,0.019446599114801465,0.019369567695416902,-4.096865967291138,-4.107519242254129
62,62,0.01943634509963473,0.019341383717562024,-4.103492556539543,-4.113843110708101
63,63,0.0193490188223185,0.019314109592845564,-4.117173553696009,-4.119971607754341
64,64,0.019357766053572145,0.019291700305123078,-4.119983965239989,-4.125013455662744
65,65,0.019322950853822157,0.01926889662679873,-4.124275361478159,-4.130150052917882
66,66,0.019299707269852924,0.01924763178746951,-4.1329170876870585,-4.134945502402964
67,67,0.019272964313319048,0.01923022183932756,-4.134743075892685,-4.138875578647648
68,68,0.019271307461655018,0.01921244151890278,-4.139976848884253,-4.142892935887244
69,69,0.019346105030824227,0.019198019057512283,-4.132045962383927,-4.146154336869019
70,70,0.019249237574560128,0.019186482225593767,-4.141465118845996,-4.148764964817406
71,71,0.019222506619605822,0.019170497299024935,-4.145320103009956,-4.152384731488505
72,72,0.019209335318084844,0.019159652194694468,-4.147391815333199,-4.1548423107853685
73,73,0.019205258371903726,0.01914922559731885,-4.1550359566744826,-4.157206365322103
74,74,0.019217720351268334,0.01914050351632269,-4.1522937409554475,-4.159184938584724
75,75,0.019209423304064988,0.019129868302690357,-4.161498878325006,-4.161598719530008
76,76,0.01914857055262192,0.01912439330235908,-4.160143318351722,-4.162841855509511
77,77,0.019173561643386624,0.01911629207040134,-4.162082394305613,-4.164681948255863
78,78,0.019184376199528116,0.019111744569320428,-4.159563597311682,-4.165715197571709
79,79,0.019215981716040484,0.019107647828365628,-4.155262217009509,-4.166646239059108
80,80,0.01920426825119048,0.019103622063994408,-4.159546242946183,-4.167561344609515
81,81,0.01915217206342933,0.019100170778600795,-4.170071780307465,-4.1683460175932545
82,82,0.019155792181485706,0.019096433332091885,-4.163836650273077,-4.169195911157459
83,83,0.019162769784632418,0.019092759509619913,-4.165107846131536,-4.170031498774408
84,84,0.01915529980948291,0.019088227105768102,-4.171894226899676,-4.171062586845375
85,85,0.019166543906957833,0.01908844650575989,-4.169438800061424,-4.171012669345107
86,86,0.01915608265811635,0.01908667728696999,-4.167726058784191,-4.171415215234654
87,87,0.019159289921835524,0.019084458974631208,-4.166925635753557,-4.17191999497312
88,88,0.019155361257570305,0.019083449420960324,-4.1646114804729715,-4.172149739597324
89,89,0.019099124832098018,0.019082358499106607,-4.170371910244125,-4.17239801488204
90,90,0.019157763282509194,0.019082731028136454,-4.1663184365203225,-4.172313232006369
91,91,0.01918707780309559,0.019079491790187985,-4.1627018672592095,-4.173050496801801
92,92,0.01913689535840885,0.019080350959771557,-4.168206633546637,-4.172854933831759
93,93,0.019117477954816574,0.019077569932529802,-4.168843669442447,-4.173487979217363
94,94,0.019138232257562813,0.019078148136797705,-4.167182098606953,-4.173356354949395
95,95,0.01912706416369099,0.01907881163060665,-4.172314814235368,-4.173205320012761
96,96,0.019132376581276814,0.01907735259125107,-4.168163475482695,-4.173537456512452
97,97,0.019116325284709634,0.019077157013510402,-4.173699022759551,-4.1735819798647045
98,98,0.019157591842345355,0.019076607239089514,-4.163592278938496,-4.173707138680344
99,99,0.019185958046120468,0.01907770374887868,-4.166499500717587,-4.173457516481128
100,100,0.01914666032361001,0.019077211520389506,-4.166921620757983,-4.173569571305617
101,101,0.019136294530531794,0.01907655684963653,-4.16847366378102,-4.173718610264365
102,102,0.019146838542265992,0.019076473324706678,-4.170287039679938,-4.173737625485945
103,103,0.01913162860443297,0.019074951347551848,-4.170537974718989,-4.174084132221123
104,104,0.019134675872694587,0.019076621944182796,-4.173896572985077,-4.173703790947528
105,105,0.019159893649294206,0.019075886689518626,-4.167353262697581,-4.173871180749623
106,106,0.019113258333857526,0.0190764934216675,-4.170931448467111,-4.173733050219626
107,107,0.019108228673486365,0.019075511709639902,-4.178517093250865,-4.17395655203298
108,108,0.01912140727196772,0.019074910957562297,-4.168886408002289,-4.174093328138762
109,109,0.019147520596833573,0.01907547661348393,-4.170234858536231,-4.173964542424603
110,110,0.019132308220279587,0.01907477743531528,-4.168584027959146,-4.174123728374011
111,111,0.019113260772578494,0.019076430679936158,-4.17510197444035,-4.173747333993857
112,112,0.01915532759553993,0.019075423184978336,-4.16541106552876,-4.173976706596498
113,113,0.019142986208046834,0.019076079718376462,-4.168409222654877,-4.173827234722355
114,114,0.019180977371396478,0.01907531779847647,-4.169722324499655,-4.17400070024645
115,115,0.019125278040613095,0.019074863803229834,-4.1686572514556515,-4.174104064174041
116,116,0.019141166922204272,0.019075311034133558,-4.168396075902448,-4.174002240308509
117,117,0.019110820573015313,0.01907572924698654,-4.175299919405739,-4.173907025324604
118,118,0.01910134283921768,0.019074898017080205,-4.17541899452193,-4.174096274407756
119,119,0.01917869555427856,0.019075974135806684,-4.165107339659339,-4.17385127218446
