,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0072049929654782584,0.007092296856602556,-8.415146703499468,-8.498740799667923
1,1,0.006902585915030585,0.006791024125720325,-8.596895582569118,-8.687257118537673
2,2,0.006615436775129787,0.006526084445220859,-8.782900731531122,-8.860082960882647
3,3,0.006375629065999973,0.006293180913321282,-8.948305209579656,-9.017907683785575
4,4,0.006143455038365629,0.00606282859256393,-9.107223553382042,-9.179856950971233
5,5,0.005927521092145099,0.005864241846690052,-9.253850099350187,-9.324491124897072
6,6,0.00575604383382447,0.005681334480055068,-9.387057061004707,-9.462106267263756
7,7,0.005594860051864201,0.005521526878797694,-9.518094779527974,-9.586017945398133
8,8,0.005402457463487829,0.005385844747682935,-9.660623324016239,-9.694071549065193
9,9,0.005313018274483914,0.005241720594073597,-9.742015179055498,-9.81187117702461
10,10,0.005147140501931156,0.005116186496850692,-9.87548560171292,-9.917146180580506
11,11,0.005028658632918731,0.005001390867523457,-9.979853100432186,-10.015701884389546
12,12,0.004930209128435739,0.004892065532897648,-10.066069551679814,-10.111687190887483
13,13,0.004822900053113699,0.0048080309735316976,-10.150642772081692,-10.1869372844676
14,14,0.004735514195155851,0.004714444745332003,-10.240459434621096,-10.272304351481834
15,15,0.0046585023777617005,0.0046418138877733755,-10.31800280536377,-10.33973261639763
16,16,0.004563985469261396,0.0045851260227592365,-10.393490774088377,-10.393097083852716
17,17,0.00450522082944199,0.004530143777006551,-10.446234004895143,-10.445489993901784
18,18,0.004474411310493639,0.004470619299498044,-10.48707230828752,-10.502932965747467
19,19,0.004426442633968653,0.004453186730020924,-10.52766372523424,-10.519900789419891
20,20,0.0044204377828492335,0.004422873185065232,-10.541320682874035,-10.549564979637886
21,21,0.004383175739461614,0.004402358428035912,-10.567487430875723,-10.569755864622348
22,22,0.0043852248747554634,0.004406740692885299,-10.572473798779436,-10.565434892470256
23,23,0.004380387743723761,0.004387796415310157,-10.574380594387652,-10.584145161899421
24,24,0.004353443434289128,0.0043768626882841714,-10.592049920750435,-10.594980631302368
25,25,0.004342268245083462,0.004394973407646543,-10.609287208949851,-10.57704733530263
26,26,0.0043408675119280815,0.00438487564066523,-10.618039087534763,-10.58703704330101
27,27,0.004359433878712433,0.004370469967589567,-10.59512980625537,-10.601328449375632
28,28,0.004347436586106868,0.004369157072352736,-10.609584169993207,-10.60263327201476
29,29,0.004347264046598341,0.004347667784283036,-10.604703860815096,-10.624046339935298
30,30,0.004339645650314609,0.004358511589663594,-10.616356189379504,-10.61322780042988
31,31,0.004319511694814434,0.004340116522814098,-10.638111074173576,-10.631595956494133
32,32,0.004330771173513734,0.004345557333803491,-10.62467906930759,-10.626155009624975
33,33,0.004318586488244767,0.004348777675707089,-10.634134614563065,-10.622937795701189
34,34,0.004299523102446008,0.004348783827337779,-10.64858782496116,-10.622931652325802
35,35,0.004314973513528551,0.004330684455405725,-10.636018871924946,-10.641044441021466
36,36,0.004306099372771904,0.004328259291421426,-10.646562596015873,-10.643477151971958
37,37,0.0043001606359540185,0.004329882096499205,-10.650451851906343,-10.641849145989706
38,38,0.004310469315915378,0.00432959059253335,-10.643321853467334,-10.642141539229844
39,39,0.00430339512405629,0.004320858781667132,-10.649203121286535,-10.650909126669823
40,40,0.004298390897432554,0.0043203186635908325,-10.649439961076785,-10.651452039489065
41,41,0.004311185138127238,0.004323197210109548,-10.645861652579512,-10.648559381146177
42,42,0.004274013433029356,0.004318538366963989,-10.672720808929512,-10.653242028626284
43,43,0.0042895126953413805,0.004317568517044971,-10.662888517395434,-10.65421746923982
44,44,0.004291267283068797,0.004319402217668922,-10.65970791698265,-10.652373382698668
45,45,0.004287237887145932,0.00430239572826969,-10.664349262532202,-10.669506315128245
46,46,0.00425987114131297,0.004288982918584033,-10.687474551167044,-10.683066685833138
47,47,0.004264910292533255,0.00428175600245595,-10.681189941670786,-10.690390699709585
48,48,0.0042623277494357415,0.004299700480738753,-10.685050577855497,-10.672227817282867
49,49,0.004283823538571596,0.0042905439132530435,-10.675104614141926,-10.68148633905691
50,50,0.004251779033082355,0.004312699979269191,-10.699756508496069,-10.659117384731793
51,51,0.004259922200833092,0.004289035685360432,-10.690512835261977,-10.683013255499452
52,52,0.004259803289182715,0.004279049701596561,-10.696029934706658,-10.693136543055143
53,53,0.004232542704521995,0.004285764243257673,-10.71958909210945,-10.68632708050728
54,54,0.00425405945321641,0.004285322649306373,-10.696145087814195,-10.686774589251186
55,55,0.004248500883233608,0.004284482008140338,-10.69906671657639,-10.6876266175889
56,56,0.004249084817687261,0.0042693747795726125,-10.708825984785154,-10.702967049369255
57,57,0.00428147769542699,0.004295954431750272,-10.675669899262948,-10.676013191461324
58,58,0.0042240632045053945,0.004279178934858034,-10.723081091912059,-10.693005382052734
59,59,0.004275902630473228,0.004281750390012013,-10.684552090702677,-10.690396392362382
60,60,0.004283737074391744,0.004285458916504132,-10.674296209268112,-10.686636491945587
61,61,0.004266519670749141,0.004273479730871163,-10.694059255906666,-10.698793367533819
62,62,0.004261902859914549,0.0042775393904824,-10.694494313175689,-10.694669676836819
63,63,0.004251359976328833,0.0042786521739081335,-10.697067818094965,-10.69354002540151
64,64,0.004278116633865944,0.00428718845605066,-10.683440122351882,-10.684884105643345
65,65,0.004252975893005268,0.004284797236323357,-10.701262207749343,-10.687307099793806
66,66,0.004247890266868257,0.004307281372970657,-10.699577884223785,-10.664577422355688
67,67,0.0042712708608698595,0.004293287123896573,-10.69021725562459,-10.678710512551039
68,68,0.004254044549654901,0.004303018243885354,-10.69914057329575,-10.668877977902104
69,69,0.004282553495416783,0.004305224620590084,-10.669645965209213,-10.666651699522339
70,70,0.004285623415459677,0.00429275962769201,-10.667894868493654,-10.67924414274846
71,71,0.004288606648093339,0.004321294371038675,-10.661984900954735,-10.650471332853272
72,72,0.004300546712366883,0.004334880455740188,-10.6552357888386,-10.63683859881169
73,73,0.004296257981512043,0.004337899582950692,-10.658408668480577,-10.633814907827247
74,74,0.004322778318346161,0.004369943843860375,-10.63389260614892,-10.601851291057027
75,75,0.004356199241790575,0.004362949782884435,-10.603385301193736,-10.608807708636824
76,76,0.004355162122891736,0.004382289725502855,-10.59614530703142,-10.589598985893288
77,77,0.004385968199787066,0.004395839905268268,-10.575130508108973,-10.576191179851431
78,78,0.004372408032686133,0.004403193260690099,-10.58081630265721,-10.568932376829807
79,79,0.004385669912528438,0.004411001836783008,-10.570172171224222,-10.561237465704394
80,80,0.004392451779513629,0.004406947789615707,-10.568335320841921,-10.565230798650893
81,81,0.004395593183364757,0.004435449740604351,-10.557578164788788,-10.537233227030429
82,82,0.004438503414930142,0.004433852963541683,-10.528426861584999,-10.538796983500966
83,83,0.004410662160245413,0.004446099561296012,-10.543916904167405,-10.526818015856882
84,84,0.004434951955510169,0.0044442867909215,-10.522969123845368,-10.528589088902145
85,85,0.004450535152069072,0.004452527990858806,-10.509514697102187,-10.520543268530462
86,86,0.004435050800519506,0.004442020049808841,-10.51802727354286,-10.530804707147443
87,87,0.00445447234705705,0.004444044892136988,-10.501528361615321,-10.528825478161828
88,88,0.004453025431823484,0.004452649062793506,-10.504820168519968,-10.520425177957213
89,89,0.004434985156679891,0.004459185329707046,-10.517620473350313,-10.51405462608927
90,90,0.00444302448676419,0.004445360997985853,-10.520588871541483,-10.52753950355564
91,91,0.004416271866558446,0.0044452957318801625,-10.536854218786747,-10.527603266470841
92,92,0.004446499572932413,0.004448609965804376,-10.506149736363602,-10.524366547709542
93,93,0.004439242428994363,0.004453818975506644,-10.524748080284155,-10.519284239402534
94,94,0.00445865883405522,0.004441533678848492,-10.502440763796013,-10.53128025607955
95,95,0.004424639065394697,0.004455425850066699,-10.53302562989459,-10.517717649246414
96,96,0.004439835345430165,0.004465830144717505,-10.513791047382261,-10.50758784284663
97,97,0.004448203139544762,0.004444332768846499,-10.51088899488148,-10.528544159632796
98,98,0.004448737493072895,0.004439257649018576,-10.509528049900222,-10.533506335222565
99,99,0.004459075754527578,0.004454590502734247,-10.500250986905051,-10.518531983864118
100,100,0.004429772688248723,0.004443875734547251,-10.523236437043943,-10.52899079063679
101,101,0.0044478047927169456,0.004460778920666168,-10.511070658298129,-10.512502853575626
102,102,0.004434592224964776,0.004442501273986541,-10.520460381606506,-10.530334241722192
103,103,0.004425013625091806,0.004446896062673707,-10.523957252826477,-10.526040063929965
104,104,0.004431746453622875,0.004466417980821509,-10.523284741786494,-10.507016219727763
105,105,0.0044225573866176855,0.004456425894443926,-10.526788919735559,-10.516742961226546
106,106,0.004434678285891555,0.00446948477704274,-10.515122843987573,-10.504035227735379
107,107,0.004433868284884495,0.004470462249101777,-10.520743397523749,-10.503085533689312
108,108,0.004436776901297655,0.0044472794734725825,-10.518031265437076,-10.525665631935276
109,109,0.004442062800193263,0.004455276078691608,-10.513119110630853,-10.517863641969043
110,110,0.004446628973963335,0.004437733735693128,-10.512866334567505,-10.534997442121197
111,111,0.004450462964968276,0.004455734583500184,-10.516281311713742,-10.51741672047828
112,112,0.004426285624504089,0.0044561133131776984,-10.523133343285334,-10.51704759342162
113,113,0.00443513684704439,0.004463242121825093,-10.51941737871835,-10.510105381195826
114,114,0.004420949434189452,0.004450504790599409,-10.535569845843078,-10.5225171233845
115,115,0.0044355517992576985,0.004455875507310817,-10.519793789160836,-10.51727936609965
116,116,0.004468075599828639,0.004446788323356917,-10.496358772030902,-10.526145285992584
117,117,0.004424059974778558,0.004454834607282751,-10.526573804396094,-10.518294003843769
118,118,0.004438164797563528,0.004444487858563662,-10.515687962822739,-10.528392610600154
119,119,0.004421064572543213,0.00446147023160991,-10.539438211895336,-10.51182985616517
120,120,0.004425827010544305,0.004451746905320569,-10.528033573466043,-10.52130519725341
121,121,0.004422455714036201,0.004446213329701047,-10.525928186867134,-10.52670688843451
122,122,0.004422382917255163,0.004449483791464253,-10.521860256377146,-10.523513561274914
123,123,0.004450334562468775,0.004449949428243072,-10.506857893350654,-10.523059097538168
124,124,0.004414680346692961,0.004449572830804084,-10.537385987922674,-10.523426654773239
125,125,0.004448014249084229,0.00446273634014161,-10.510045526182733,-10.510597558485646
126,126,0.004437806905660126,0.004452175289196403,-10.521757650600854,-10.520887303319723
127,127,0.004428133229273804,0.0044645583257079124,-10.522750524624868,-10.508824841625373
128,128,0.004452411296595003,0.0044576476671193774,-10.505186153040354,-10.515552463681857
129,129,0.004444912200812826,0.00443876240598528,-10.522035477570434,-10.53399086063578
130,130,0.004430365878320539,0.0044347840655399,-10.529426936990182,-10.537885067814095
131,131,0.004446656457580549,0.0044559332002934654,-10.50657976902171,-10.51722313566466
132,132,0.004457545015461666,0.004441065517695327,-10.50331128900841,-10.531738049572537
133,133,0.0044325627626601565,0.0044503892330746905,-10.524339544791339,-10.522629889574496
134,134,0.004454450504182233,0.004442894733265827,-10.506462372904647,-10.529949616897774
135,135,0.004450674874458424,0.00444788426945084,-10.513140270305726,-10.525075064827057
136,136,0.004431936496235046,0.004460672970469061,-10.531287031148032,-10.512606006260917
137,137,0.004453978933317145,0.004441390549273868,-10.505554495997675,-10.531420210857652
138,138,0.004444687171195893,0.004447265944786762,-10.513953058688948,-10.525678843253722
139,139,0.0044342091249436446,0.004441464123757262,-10.524570507601311,-10.531348267786814
140,140,0.004434255873496385,0.004453340545296669,-10.523811295482425,-10.519750784544971
141,141,0.004413415490620837,0.004439814481884241,-10.541265321820475,-10.532961617401483
142,142,0.004409533526902039,0.004457124043256044,-10.535216264011147,-10.516062643778639
143,143,0.004434634355309698,0.004447779912305505,-10.523718046542589,-10.525176961057493
144,144,0.004429904326374076,0.0044537542730961974,-10.529504358477904,-10.519347331558027
145,145,0.004448412120649495,0.004439754852730977,-10.513091220269208,-10.533019945933528
146,146,0.004444154109037721,0.004468874834281833,-10.514002401908574,-10.504627942254082
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148,148,0.00441651407283606,0.0044564872882083845,-10.533503240896104,-10.516683131241486
149,149,0.004437565491486763,0.00445343267270609,-10.520635605399345,-10.519660941849834
150,150,0.004414299584579529,0.0044446693194147785,-10.539970990736315,-10.528215299197612
151,151,0.00442107745743904,0.004446326019732575,-10.531789480707733,-10.526596817155795
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157,157,0.004433001463599119,0.004441605586754649,-10.517403524063788,-10.531209944884562
158,158,0.004437002007724698,0.004444434111447711,-10.523331212603326,-10.528445130075417
159,159,0.0044339602889934765,0.0044530870539969515,-10.520641909592324,-10.519997998978548
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161,161,0.004430808434166859,0.004460126480185672,-10.522536163601544,-10.513138105914312
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163,163,0.004426702712998562,0.0044466848730256685,-10.531787367704347,-10.526246321678016
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179,179,0.004453236765237813,0.004442055905727963,-10.50504115738487,-10.53076965110358
