,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0033909604169389943,0.0032533396305026194,-11.67872972862404,-11.87602021750048
1,1,0.0031127464194234808,0.00300662148449766,-12.05216215758167,-12.218526688317635
2,2,0.0029014197163783092,0.0028087521511081016,-12.356753814065932,-12.51418007283322
3,3,0.0027377946427111157,0.002646539115199917,-12.618948545882024,-12.772531081781768
4,4,0.0025772477989805115,0.002502598897799065,-12.878487453691518,-13.015401763625272
5,5,0.0024419166627772074,0.0023747426457703114,-13.110394600015631,-13.243148739171723
6,6,0.0023114768159335727,0.0022579062190887177,-13.352340223411968,-13.462255255413966
7,7,0.002214676981369398,0.0021407218821542827,-13.535422984029692,-13.693711769369267
8,8,0.0021017999340271214,0.0020391090993622414,-13.769729226960798,-13.904909626681244
9,9,0.002003665001746075,0.0019462412210965627,-13.965857573368245,-14.107347587089691
10,10,0.001916048903085445,0.0018647746979504039,-14.170509537817637,-14.293050574571735
11,11,0.001833181093763752,0.0017802725656350191,-14.355384564138989,-14.494449259937419
12,12,0.0017461903014018671,0.0017118789623246382,-14.564616171124381,-14.664583704993293
13,13,0.0016987165964218144,0.0016475442343538529,-14.681981116410762,-14.83094341671803
14,14,0.0016314040655846295,0.0015840195854635614,-14.871231937917976,-15.001708782383714
15,15,0.0015468866043464886,0.0015244530146255304,-15.094293234776728,-15.168173818608109
16,16,0.001508403465046173,0.0014759357712280593,-15.201128952461161,-15.308639667534687
17,17,0.0014502423906641215,0.0014189584732153698,-15.374561115405507,-15.47961739598857
18,18,0.001401628007555438,0.0013783424479984923,-15.525617268187016,-15.605742942499262
19,19,0.001358905651116955,0.001329126087703595,-15.657066185585366,-15.763652430245031
20,20,0.001319034400722492,0.0012927984904595896,-15.786196484616838,-15.88400588993544
21,21,0.001277741725249312,0.0012519773782083863,-15.924074915575854,-16.023349435755716
22,22,0.0012433741172084335,0.0012208675524513972,-16.045262909973083,-16.132628738716505
23,23,0.0012011279354409612,0.0011933329147531797,-16.190654426023606,-16.231698057303028
24,24,0.0011807647173667384,0.0011708726493739768,-16.255292170864465,-16.314217639629398
25,25,0.0011588837699388567,0.0011455032141192963,-16.353816075454777,-16.409351132232214
26,26,0.0011412150552976377,0.0011274792548072966,-16.40995190113212,-16.478228655499944
27,27,0.0011266479142653496,0.0011137717427979958,-16.47021667213813,-16.531352299934376
28,28,0.0011148302571022325,0.001096014778963045,-16.52408217583548,-16.601150149855613
29,29,0.0011057411146484623,0.0010870911585363118,-16.5547384674067,-16.63665461739256
30,30,0.0010902245262560924,0.001075526791330623,-16.61695720549212,-16.683101922020597
31,31,0.0010759798256613161,0.0010654198888101075,-16.670381342830165,-16.724106255678702
32,32,0.001064674689352858,0.0010609371697922285,-16.71243374671493,-16.7424176019284
33,33,0.0010538651246683114,0.0010463798381878358,-16.765769385301773,-16.80242062312904
34,34,0.0010473715998328378,0.001041105868735988,-16.788941514715024,-16.824365307075375
35,35,0.0010401390807357493,0.0010374569162530335,-16.820521549673533,-16.839613550404593
36,36,0.001037515668059248,0.001030259866782121,-16.827123956098955,-16.86984642871182
37,37,0.001014542171837205,0.0010195046442707902,-16.928259232794414,-16.915422168069867
38,38,0.0010141007243367583,0.0010067824072106497,-16.929259032267613,-16.96995807356125
39,39,0.000995381263603178,0.0009952900551357551,-17.005396485521516,-17.019817606660673
40,40,0.0010013356024745044,0.000989461850718056,-16.982277116687424,-17.045323709322176
41,41,0.000987533707958982,0.0009845414407257187,-17.045876562955034,-17.066974243981793
42,42,0.00098754361946347,0.0009748250380844662,-17.04645300410472,-17.110047499414158
43,43,0.0009644560230242991,0.0009723133713889279,-17.150044119321464,-17.121251670478173
44,44,0.0009665739435712164,0.0009634621337203211,-17.135265677171073,-17.160967747649416
45,45,0.0009532300959408437,0.0009587201485900502,-17.197469241490037,-17.182395706612283
46,46,0.0009495952951520221,0.0009516908505343293,-17.210449242289243,-17.214355312534437
47,47,0.0009373554170189291,0.0009471898818829734,-17.2713542332109,-17.23494375156619
48,48,0.0009314257863995418,0.0009402964925883632,-17.305087449896334,-17.266666091746668
49,49,0.0009225565038823052,0.000935267877617949,-17.338414373074322,-17.289954068431477
50,50,0.0009316961627847218,0.0009298233750374301,-17.29803658053284,-17.315309655087198
51,51,0.0009249464102262227,0.0009215410743643971,-17.33390493422791,-17.354167282248014
52,52,0.0009267552666961379,0.0009183786766554572,-17.321416207771485,-17.36909633799892
53,53,0.0009174084107237915,0.0009150165439534344,-17.36319097708605,-17.385024789216683
54,54,0.0009102559985698576,0.0009090555127170917,-17.394709368785108,-17.41341020501213
55,55,0.0009090186417170023,0.0009083301380374714,-17.404046449972274,-17.416877011710746
56,56,0.0009035914404240926,0.0009045403689685228,-17.426166724682485,-17.435034714486843
57,57,0.000901422646981616,0.000899656534832167,-17.4349940099425,-17.458546864320144
58,58,0.0008950077246912976,0.0008980688810544578,-17.473544859725184,-17.46621777388174
59,59,0.0008926066334753,0.0008944030177142275,-17.47965127010664,-17.48398169465323
60,60,0.0009014098370956621,0.0008930100563080295,-17.453834857717492,-17.490750757534986
61,61,0.0008935334242534699,0.0008936029932412662,-17.478585602650153,-17.48786810482246
62,62,0.0008917325890392603,0.0008948689394042288,-17.48593245380046,-17.481719911890302
63,63,0.0008815531756911311,0.0008933041765550641,-17.52626288492779,-17.489320608246494
64,64,0.000893912286516855,0.0008935241402420951,-17.474474078494513,-17.488251350332
65,65,0.0008905635169736043,0.0008885439142192665,-17.490826182169425,-17.51252528651134
66,66,0.0008990983328705212,0.0008856659160779887,-17.453262432118958,-17.52661493686307
67,67,0.0008843730926302444,0.0008845206864766384,-17.523850927170827,-17.532234310154585
68,68,0.0008866256594984341,0.0008823782095293465,-17.509624027396153,-17.542766507259262
69,69,0.0008848722467256576,0.0008828747361947439,-17.53335446027551,-17.540323358280425
70,70,0.0008775811785227168,0.0008825060243620292,-17.55473996388842,-17.542137465698683
71,71,0.0008833996895172624,0.000878927227428281,-17.52665719339737,-17.55978507053713
72,72,0.0008876928087496726,0.0008804774261079729,-17.511406444973684,-17.552131994193275
73,73,0.0008739029488180639,0.0008751434690662121,-17.57693529457135,-17.578521691924312
74,74,0.0008713392950066356,0.0008716257472865676,-17.589617878047324,-17.596013747643426
75,75,0.0008726949160246505,0.000870046689861307,-17.578670683467866,-17.603888662577727
76,76,0.0008619312177767459,0.0008671666636425806,-17.62459933857701,-17.618288513211006
77,77,0.0008695379035192129,0.0008638006463450821,-17.59652616822144,-17.635179006433816
78,78,0.0008585365397913247,0.0008644260080090087,-17.649428251157232,-17.63203600281208
79,79,0.0008596246642031774,0.0008578645371782937,-17.64712283896346,-17.665127101982602
80,80,0.0008577434424090094,0.0008535101874976566,-17.65997856443944,-17.687227160983156
81,81,0.0008432616584108586,0.0008505082683098552,-17.718848392922155,-17.702528853081954
82,82,0.0008515370715668751,0.0008450574547934689,-17.69700957200244,-17.730451880243084
83,83,0.0008424549008306768,0.000842620388874294,-17.741309500168775,-17.742994617832238
84,84,0.0008409466059187177,0.0008366006751250671,-17.743071772898283,-17.774132146046327
85,85,0.0008288110347138238,0.0008306419446231111,-17.80769095795484,-17.805175675814418
86,86,0.0008301250900612356,0.0008336170729690869,-17.80166969246288,-17.789648246654227
87,87,0.000820522350211119,0.0008245741850451419,-17.852675795713715,-17.83701691103861
88,88,0.0008136995866433861,0.000823507235557037,-17.874444247456022,-17.84264005967794
89,89,0.000810858882968458,0.000816166498943379,-17.895900669871843,-17.881526609324734
90,90,0.0008121756332705623,0.0008182928646228424,-17.89677557228468,-17.870226611017355
91,91,0.0008092329317713444,0.0008215239014182435,-17.90802398733593,-17.853112219994422
92,92,0.000805547602532297,0.0008234207726720916,-17.925864724395886,-17.843096064478004
93,93,0.0008082216786767942,0.0008217643480747938,-17.913264499227143,-17.851841296808434
94,94,0.0008073218128423101,0.0008218994051659186,-17.919362348310695,-17.85112759183765
95,95,0.0008183114510269586,0.0008218328156018336,-17.864132000967498,-17.851479467646676
96,96,0.0008130957241669374,0.0008278443281979937,-17.888236587207345,-17.819827476655043
97,97,0.0008158087364359538,0.0008213426029358647,-17.870303624350626,-17.85407075108122
98,98,0.0008097254849979942,0.0008179203478472406,-17.901254660283207,-17.872204128148038
99,99,0.0008042610770081813,0.0008143266926421539,-17.93177183114244,-17.89132754645992
100,100,0.000800158939511544,0.000809931980544015,-17.950228434262407,-17.914828776931493
101,101,0.0008044598909747816,0.0008073452014574095,-17.934752317602353,-17.928721569753083
102,102,0.0007993019523204679,0.0008048635055801194,-17.954836540746754,-17.942091894225758
103,103,0.0007881046688068927,0.0008033519935500072,-18.02663533452756,-17.950255495778578
104,104,0.0007955228307370826,0.0008041417030127425,-17.986157435132633,-17.94598839986029
105,105,0.0007934414435984547,0.0007952920951586412,-17.996417897879,-17.99404759534194
106,106,0.0007878159978138955,0.0007975800759404114,-18.029083302466702,-17.981571288333416
107,107,0.0007936109599090882,0.0007951500163854737,-17.994205857869378,-17.99482353087456
108,108,0.0007874121410608983,0.0007951055610503413,-18.01892315351278,-17.99506634350189
109,109,0.0007806265745888051,0.0007922667213470527,-18.054412906242604,-18.010600112690405
110,110,0.0007867069558490106,0.0007947669241969523,-18.033139563858747,-17.996916405319862
111,111,0.0007867859844502408,0.0007917434283483185,-18.032583381068648,-18.013469580036684
112,112,0.0007835833209365146,0.0007868364336900413,-18.051534248761403,-18.040469640256603
113,113,0.0007799982660949307,0.0007851015390387099,-18.064452746967163,-18.05005596608817
114,114,0.0007798822804296523,0.0007847469931125248,-18.06705207507916,-18.052017650146063
115,115,0.0007872680981029017,0.0007839943925654026,-18.02997869104978,-18.05618468867456
116,116,0.0007838495603772168,0.0007848036628657658,-18.052229650375665,-18.0517040398648
117,117,0.0007790308781736291,0.0007818065534688925,-18.07839311746626,-18.068321187476226
118,118,0.0007789249252287921,0.0007787809223181716,-18.071307247480764,-18.085161211887822
119,119,0.0007717963830164643,0.0007781697633235078,-18.11309344421314,-18.088570735323962
120,120,0.000781021429557046,0.000774405752676294,-18.065818733282313,-18.109628548483194
121,121,0.0007870756035680239,0.0007780291887588407,-18.036812461138407,-18.089355349114058
122,122,0.0007745650340082872,0.0007755885476638612,-18.09430518793627,-18.10300037654838
123,123,0.0007743545293030282,0.0007751197309086198,-18.10033508677874,-18.10562633191138
124,124,0.0007743515529112948,0.0007712846640252361,-18.094779149802697,-18.127167292415894
125,125,0.0007717087462822878,0.0007720036726248892,-18.112653307605196,-18.123120589250355
126,126,0.0007691675432256816,0.0007729700300842524,-18.131039284428997,-18.117687697206396
127,127,0.0007736134773705961,0.000774008313831138,-18.104877294705325,-18.11185799737376
128,128,0.0007754520419504993,0.0007753886288571122,-18.099335740874878,-18.104119975681044
129,129,0.0007817095371212848,0.0007759732880482549,-18.05909424697945,-18.100846538712386
130,130,0.0007714572153774273,0.000770368166022787,-18.1159144795668,-18.132330972127328
131,131,0.0007690240121350537,0.000771150872184846,-18.12726184787141,-18.12792071201479
132,132,0.0007670627212027068,0.000771691737770054,-18.13988439521325,-18.124875748812272
133,133,0.0007734745908912617,0.0007733171468747681,-18.10895986497536,-18.115737853587753
134,134,0.0007661945281367865,0.0007691529003511134,-18.143752117807534,-18.13918743283327
135,135,0.0007616357869449427,0.0007710121204390338,-18.170216570873016,-18.128702200327137
136,136,0.0007668540119337514,0.0007712694319994434,-18.143876157553247,-18.127253061657534
137,137,0.0007643867446080849,0.000769427092133188,-18.150609846151,-18.137639512286007
138,138,0.0007670163705023294,0.0007661296220153178,-18.1415609421736,-18.15629170877626
139,139,0.0007698994799584304,0.0007673368182670521,-18.1233052210736,-18.14945388350359
140,140,0.00077510707754853,0.0007688013812232958,-18.09892899334191,-18.14117270407289
141,141,0.0007676858558156288,0.0007692642791784907,-18.133114096686803,-18.138558588968824
142,142,0.0007720729282135432,0.0007725785100391429,-18.11614025335048,-18.119888016308238
143,143,0.0007612537334615499,0.0007647790541676315,-18.165891689976622,-18.163954403814518
144,144,0.000764499193407864,0.0007649669178614491,-18.1540056821353,-18.162887714737025
145,145,0.0007682261759290452,0.0007624748763383219,-18.136042323752953,-18.177058871327905
146,146,0.0007650378080968236,0.0007666273342788612,-18.1426002519464,-18.153471252521378
147,147,0.000756098228127494,0.0007642327967148862,-18.20065408609622,-18.167057540096714
148,148,0.0007618221942786627,0.0007654216881890438,-18.16571035626538,-18.16030661541571
149,149,0.0007580781053060416,0.0007675704546272755,-18.192984297409932,-18.148131758257428
150,150,0.0007700837066051425,0.0007657200729131306,-18.127901375462102,-18.15861393294714
151,151,0.0007698112029399838,0.0007645464594181823,-18.121441905902177,-18.165275438690177
152,152,0.0007706067480444524,0.0007656504596142392,-18.124807874274854,-18.159008777577547
153,153,0.000766150545948137,0.0007669572399831132,-18.14909253133104,-18.151602738302863
154,154,0.0007786953518138334,0.0007646277816476006,-18.08877345676065,-18.16481351885688
155,155,0.0007635415639709105,0.0007657933778031484,-18.16576620083225,-18.158198188518114
156,156,0.0007704323380897494,0.0007636701277653245,-18.12292008375476,-18.17025622539359
157,157,0.0007694048888635697,0.0007646666888735796,-18.134218189688724,-18.164592538609085
158,158,0.0007651993535583858,0.0007640377734787762,-18.15247252904108,-18.168165950052348
159,159,0.000766617819047581,0.0007631984036905985,-18.150876983446313,-18.172939719943805
160,160,0.0007676371540058136,0.0007669261846642353,-18.141413559463228,-18.151778594608594
161,161,0.0007686968628777979,0.0007646825918192534,-18.139214226888413,-18.16450221834491
162,162,0.0007670794610058908,0.0007630605679495554,-18.145378926612953,-18.173724138617423
163,163,0.0007764292705669691,0.0007641558952041363,-18.091271576072792,-18.167494574235654
164,164,0.000765907594972511,0.000765577626512631,-18.143048801907135,-18.159421923266798
165,165,0.0007685981642877319,0.0007632292108610272,-18.134226240110674,-18.172764416719534
166,166,0.0007712467208735107,0.0007647616807126293,-18.110161040452432,-18.16405306343786
167,167,0.0007730008477402717,0.0007615117785079699,-18.111414318545837,-18.182548002451284
168,168,0.0007643438731656247,0.000762098309534945,-18.161842322987088,-18.179204270310592
169,169,0.0007614095775727375,0.0007657265707262253,-18.167950096789507,-18.158577079369735
170,170,0.0007613306311823274,0.0007654665877405358,-18.16848127267282,-18.160051866225125
171,171,0.0007715665365655705,0.0007649044518506056,-18.117831498259175,-18.16324236734858
172,172,0.0007704176697591992,0.0007661299896426499,-18.12976893539933,-18.156289624814498
173,173,0.0007634618362776705,0.0007687789008119388,-18.164508678066483,-18.141299697358612
174,174,0.000774954395853559,0.0007628578306665938,-18.10399359831535,-18.174878167350077
175,175,0.0007515293155969648,0.0007628405828175968,-18.218058806302363,-18.174976360355696
176,176,0.0007636841277342251,0.0007660705381759295,-18.16162949533052,-18.156626649159314
177,177,0.0007607095110345363,0.0007644895935970309,-18.17389011059645,-18.16559847243811
178,178,0.0007596960514495821,0.0007615954290438248,-18.18844537345576,-18.182070964906107
179,179,0.0007677196714662246,0.0007640258041455558,-18.142855803420982,-18.168233986689643
180,180,0.0007665594199614734,0.0007618579578487889,-18.14438445646166,-18.18057417066946
181,181,0.0007563873797837529,0.000764260773154858,-18.199896956321304,-18.16689855985965
182,182,0.0007533945848915688,0.0007614452900414012,-18.214932454295855,-18.18292720649788
183,183,0.0007660973201429029,0.0007655788519370713,-18.152892962855656,-18.159414971722917
184,184,0.0007648698339891649,0.0007653108669297868,-18.153426980485854,-18.16093545239048
185,185,0.0007663753547360064,0.0007600103701023679,-18.149465192387616,-18.191119071861934
186,186,0.0007610161843968882,0.0007592992624267936,-18.1743330025664,-18.195184473087338
187,187,0.0007599622512850718,0.0007614421866540061,-18.179614294406246,-18.182944906873534
188,188,0.0007627692755273322,0.000763410748301172,-18.1676053535058,-18.171731550935927
189,189,0.0007523732156655991,0.0007635115762241185,-18.219298886125625,-18.17115799182401
190,190,0.0007659839526222078,0.000761532377892811,-18.147767034148945,-18.18243052458132
191,191,0.0007690398002129778,0.0007649535423536834,-18.12573482314353,-18.16296365213856
192,192,0.0007608636827256108,0.0007660905187214283,-18.172891190064014,-18.15651337855219
193,193,0.000756545805434706,0.0007643315659247731,-18.203532193848602,-18.16649629552051
194,194,0.0007564704877218788,0.0007601161763121031,-18.194316990705286,-18.190514503074922
195,195,0.0007660214599586793,0.0007628016694644956,-18.1530157096521,-18.17519790448903
196,196,0.0007648416170754383,0.0007607354843792947,-18.152999464499743,-18.186977509980885
197,197,0.0007630112855791201,0.0007598446927180415,-18.166609733611995,-18.192065909173387
198,198,0.0007622448833102418,0.0007605851094826664,-18.167781725709506,-18.187836066531013
199,199,0.000764814789344547,0.0007602791975889551,-18.154889039853217,-18.189583176362724
200,200,0.0007626029258334683,0.0007621628955300702,-18.156889821876568,-18.178836231798368
201,201,0.0007665276943859597,0.0007647909315940188,-18.14335615253025,-18.16388695609016
202,202,0.0007614943297272644,0.0007576831604207033,-18.16503742373104,-18.204437901978714
203,203,0.0007663639532354151,0.0007627593708763781,-18.146833147397178,-18.175438734490985
204,204,0.0007628573983254814,0.000757495400887963,-18.163869263847428,-18.205514249433644
205,205,0.0007659766802650675,0.0007604790643151654,-18.149605893006765,-18.188441627189743
206,206,0.0007670009076672117,0.0007643779451762768,-18.144681560028918,-18.166232775828078
207,207,0.0007584801390191022,0.0007641670925199593,-18.18142585622335,-18.167430936738697
208,208,0.0007614901897823918,0.0007649475285832427,-18.171391076098637,-18.162997794834027
209,209,0.0007701442143687806,0.0007650907408740176,-18.12588201176799,-18.162184791538
210,210,0.0007650913981499976,0.0007609362977458851,-18.1591009167046,-18.1858312425856
211,211,0.0007651853417142381,0.0007636060533849033,-18.15396062229905,-18.1706206277225
212,212,0.0007605144985682648,0.0007609986228329179,-18.170986788606815,-18.185475544834905
213,213,0.0007678508199271314,0.0007634292552737813,-18.134528358306312,-18.171626268443166
214,214,0.0007645523147993558,0.000758491625004497,-18.161830199713464,-18.199806354953818
215,215,0.0007648654966183083,0.0007629319351460589,-18.147401220731854,-18.174456311505157
216,216,0.0007547938334515568,0.0007631134113149816,-18.207303782057377,-18.17342339201408
217,217,0.0007645963924005628,0.0007607058934426229,-18.154426439193323,-18.187146444265174
218,218,0.0007692930947499561,0.0007639346172493932,-18.12978264724862,-18.168752350455065
219,219,0.0007695206627009686,0.0007626087937847172,-18.13088523269699,-18.176296164214993
