,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.004425882745879827,0.004359251280364238,-10.529623972664757,-10.596858763548575
1,1,0.004299963416397264,0.004311031490368278,-10.655943464402093,-10.645165849214425
2,2,0.004315551687224009,0.0043600514335067645,-10.643462510419635,-10.596061676655605
3,3,0.004384184496227614,0.004412300982757618,-10.578403498427651,-10.544326501901383
4,4,0.004439733567234781,0.004503260048008279,-10.515132537635687,-10.455707534133813
5,5,0.004479319519680185,0.004463657344642438,-10.477425956798832,-10.494069318048119
6,6,0.004451811750486647,0.004512136630517871,-10.502605112662437,-10.447155382331093
7,7,0.0044733631789453865,0.0044949835313386035,-10.488474840253904,-10.46369675225395
8,8,0.004470895231730237,0.004530576106749083,-10.486102773435276,-10.429443498499754
9,9,0.004471079820824652,0.0044475093630975794,-10.490553875242085,-10.509809090818777
10,10,0.004486216827458942,0.004436455961120756,-10.472813763990775,-10.520616053220518
11,11,0.004477032263446408,0.004484059166555342,-10.486088369492448,-10.474264457173607
12,12,0.0044630340434918085,0.00447741356727324,-10.492122517119903,-10.48070569225169
13,13,0.004451085146055701,0.004469532568595912,-10.498179657679078,-10.488356738923269
14,14,0.004457340681368543,0.004476477686119707,-10.49079003840109,-10.481613561267906
15,15,0.004461967069463632,0.004481388255953789,-10.492390887340262,-10.476852084350622
16,16,0.004451327477149742,0.004456088829197381,-10.506446513942363,-10.501439405085955
17,17,0.0044552808358650844,0.004420760724889605,-10.501213363114486,-10.53600770923087
18,18,0.004464651491569797,0.004438419605752355,-10.493555116467284,-10.518694223364058
19,19,0.004473335700128803,0.0044889278758905434,-10.480224680357804,-10.469551525357765
20,20,0.004479192298136114,0.004457252247160987,-10.479204661004115,-10.500305675320018
21,21,0.004464698840201516,0.004479428802273776,-10.491077266994118,-10.478751419933097
22,22,0.004474066860359354,0.004503146206077777,-10.483371922634655,-10.455817324700291
23,23,0.004473059855823971,0.00448160944506526,-10.488239443525684,-10.476637733719743
24,24,0.00446464448744796,0.004506029605277274,-10.490919678547776,-10.45303739359351
25,25,0.004449137116868778,0.004465194026890554,-10.499338801431051,-10.492574450232281
26,26,0.004447662938847062,0.004495452109136079,-10.499476208033919,-10.463244047268102
27,27,0.004461637122038099,0.0044724557450727415,-10.499130381906598,-10.485517282162185
28,28,0.004448901165814437,0.004483607622157586,-10.511973603556271,-10.474701813389144
29,29,0.004445258465585942,0.0044140821371815705,-10.511028156487235,-10.542573698884045
30,30,0.004461255951870962,0.004455298994128641,-10.49832655538977,-10.502209253777687
31,31,0.004460081246863936,0.004461921334854867,-10.493814105766484,-10.49575870874838
32,32,0.004460162574367732,0.004483369987850126,-10.496430366681338,-10.474931998570716
33,33,0.004462542165954088,0.004461660834127351,-10.493422521670785,-10.496012270661929
34,34,0.004432115391780113,0.004535118510064326,-10.519301914711935,-10.425091397656166
35,35,0.004468096333757504,0.004461620664714198,-10.49371535727025,-10.496051371422059
36,36,0.0044664343598193115,0.004492358059475296,-10.495239461040391,-10.466234161038383
37,37,0.004435641292636234,0.0044240280985832214,-10.519625746481992,-10.53279903470325
38,38,0.004470901251722549,0.00449693595108233,-10.492405290746834,-10.461810780885896
39,39,0.004476232314962395,0.004484920983055704,-10.48901122899654,-10.47342984243385
40,40,0.004440488605808045,0.004464051808769766,-10.509571654936432,-10.493685538534303
41,41,0.004455033377696251,0.004469658419685929,-10.506628670802066,-10.488234453955847
42,42,0.004450719299505359,0.004483744502067566,-10.504272358134411,-10.474569229793076
43,43,0.004442807315781559,0.00446441862732172,-10.508306955461109,-10.49332868620623
44,44,0.004455654963505329,0.004538428749104864,-10.495563308367855,-10.42192258490454
45,45,0.004456567174764638,0.00449418124595755,-10.503432932843806,-10.46447197024908
46,46,0.0044477752832330995,0.0044799503184070714,-10.499611390406207,-10.478245823337353
47,47,0.004436946790857413,0.004478431257762407,-10.516232238380228,-10.479718677906826
48,48,0.004423199821570792,0.004469181778595636,-10.523878859148434,-10.488697607096448
49,49,0.0044574918820685944,0.004464517862192895,-10.49509567747916,-10.493232152521584
50,50,0.004462836031830802,0.004476019524429974,-10.496808557805162,-10.482058078790033
51,51,0.004449726202400382,0.0044803178967221784,-10.499325351630826,-10.477889500892143
52,52,0.004462849310378439,0.0045102075428554884,-10.497781835601462,-10.449012531922257
53,53,0.004453892670763829,0.004472247545460337,-10.502187638199064,-10.485719457549965
54,54,0.004459615129516604,0.00449178894785674,-10.495894343177136,-10.466784379185206
55,55,0.004446834829856747,0.004496929407315819,-10.505184022448509,-10.461817100575093
56,56,0.004460657173863698,0.004523436514366614,-10.500626383468548,-10.436292806861005
57,57,0.004467578796842664,0.004488239236372082,-10.491809379034777,-10.47021782094909
58,58,0.00443830451995288,0.004477408346965125,-10.511604995531059,-10.480710755782889
59,59,0.004479165558616833,0.004509684262110999,-10.479346805515025,-10.449516435838152
60,60,0.004457256089435103,0.004481934207050424,-10.501410665728176,-10.47632303153582
61,61,0.0044664397125237995,0.004448818974196911,-10.49265640141118,-10.508530457979647
62,62,0.004450472974285637,0.004434542607908186,-10.503268370402655,-10.522489480994338
63,63,0.004436535640744511,0.004484146931453755,-10.516564097253042,-10.474179455088084
64,64,0.004457345443595316,0.004435206518361443,-10.499557221363467,-10.521839332624271
65,65,0.004464026665334234,0.004481365928720487,-10.494250915432318,-10.476873721883056
66,66,0.004434027156994208,0.00447798691886036,-10.513030603987513,-10.480149595556284
67,67,0.004469404702756516,0.004475040042674855,-10.491603401202152,-10.48300854397213
68,68,0.004447177522959783,0.004488733646116759,-10.505483839866105,-10.4697394427097
69,69,0.004470945566354953,0.004448135898105408,-10.485383838593833,-10.509197329245378
70,70,0.0044474708703682595,0.004551320704386423,-10.506754273535543,-10.409603414123076
71,71,0.004457644215717758,0.004472642450740463,-10.493907587099095,-10.48533598679914
72,72,0.004461067152622435,0.0044420864678135046,-10.499725050037254,-10.515107720440982
73,73,0.0044587561716661625,0.004442206093747365,-10.495441947739199,-10.514990765978684
74,74,0.004453556900171889,0.004506933502852917,-10.503241473797697,-10.452166297759844
75,75,0.004481057569230955,0.004470228805745903,-10.482482920265785,-10.487680273545086
76,76,0.004457358621329684,0.004494274549774434,-10.494077872291761,-10.464381807191634
77,77,0.004477749305018752,0.0044901732992576925,-10.48326967526274,-10.468346771142604
78,78,0.00445378239545011,0.004444417935845099,-10.500486525157928,-10.512828885753924
79,79,0.004445352764396938,0.004498876312649564,-10.502656538711829,-10.459937268389393
80,80,0.004463345777320186,0.00449238835196746,-10.495028731825295,-10.466204876155789
81,81,0.004451405377002414,0.004460890752900588,-10.502256347647991,-10.496761926239637
82,82,0.004466226031600507,0.0044961018781912955,-10.494378774774958,-10.462616366855837
83,83,0.00445111920653852,0.004453549945825024,-10.506495188671645,-10.503914529154388
84,84,0.004462715694392772,0.004476829284900113,-10.496543888683327,-10.481272464038138
85,85,0.004475729467980948,0.004466035427819742,-10.489767207592466,-10.49175616248467
86,86,0.004461946849202372,0.004490198763577561,-10.499719807579027,-10.468322141843224
87,87,0.004459666625894222,0.0044632843989682825,-10.496961931288752,-10.494432193158278
88,88,0.004465893021371868,0.004512499258118241,-10.4960701131449,-10.446806366220404
89,89,0.004435599411924168,0.004482845873817017,-10.514255936267855,-10.475439726326188
90,90,0.0044588128143211005,0.004467694113325132,-10.492563915237616,-10.49014349228425
91,91,0.004452323838684363,0.004439773087046649,-10.505232545252658,-10.517370058677924
92,92,0.004476672820938924,0.004458119774139241,-10.486523169298167,-10.49946047855235
93,93,0.0044499084247833064,0.0044871380454615546,-10.499178061209486,-10.471283494565577
94,94,0.00445832164727689,0.004530059786415414,-10.498892343170258,-10.429938463918724
95,95,0.004447343922460202,0.004468903362162803,-10.510111317647656,-10.48896816777826
96,96,0.004464617704722992,0.004476135890734823,-10.489586356755233,-10.48194517359182
97,97,0.004443050943046194,0.004438687998213266,-10.512471600394093,-10.518431612229906
98,98,0.004472235212889836,0.004458302362380843,-10.487587876872432,-10.499282611097032
99,99,0.0044309026513671135,0.0044509594475752425,-10.51905430784943,-10.506441426656082
100,100,0.004457002788897335,0.004437897133787996,-10.49879792782858,-10.51920548653321
101,101,0.004473951006711451,0.0045101032837441095,-10.486358587423531,-10.449112925706093
102,102,0.004466270538258184,0.004512575430501448,-10.492639126096371,-10.446733056587316
103,103,0.004446777145464703,0.004422676651493499,-10.511219735644788,-10.53412591524193
104,104,0.0044750430640409285,0.004490944336315519,-10.488433955776024,-10.467601079673088
105,105,0.0044243869026066715,0.0044361386252077,-10.520102535595877,-10.520926711471985
106,106,0.004435219326699825,0.004486376983358672,-10.513260304312483,-10.47202016257449
107,107,0.0044571159253876235,0.004469867844722773,-10.495705350079238,-10.488030970828888
108,108,0.0044335624558332655,0.004470989255136565,-10.513230575962616,-10.486941539800581
109,109,0.004468475046001144,0.0044185414077027845,-10.490939513760761,-10.538188508605353
110,110,0.0044718371012929786,0.004450104101315925,-10.487588346581953,-10.507276095815875
111,111,0.0044677548600149525,0.00448297098965237,-10.49626556309775,-10.475318516808477
112,112,0.0044651619523533225,0.004481250518246701,-10.490779763478029,-10.476985568980872
113,113,0.0044614294131008,0.0044830947575208386,-10.498419138880944,-10.475198616500288
114,114,0.004444855226914293,0.004497697307287078,-10.503537298711326,-10.461075558470982
115,115,0.004458541722641778,0.0044565279477913125,-10.499098520615263,-10.501011457184298
116,116,0.0044526456442383145,0.004482923908845375,-10.505994512473931,-10.475364127279965
117,117,0.004446518256991487,0.004485769613989089,-10.510724590662834,-10.47260815378312
118,118,0.004428790493378627,0.004496318655774782,-10.524521684682053,-10.462406978720637
119,119,0.0044637733695970985,0.004471345559546822,-10.492444471338251,-10.486595453364451
120,120,0.00446211550499975,0.004487590594707351,-10.489726482286157,-10.470845509979558
121,121,0.004436143520336176,0.004459360393842584,-10.517888799218342,-10.49825207823157
122,122,0.004453548950325583,0.0044851088406224,-10.496429702667388,-10.473247935559035
123,123,0.004462027557424663,0.004479781430410712,-10.497472375317017,-10.478409549500022
124,124,0.004421253890259979,0.004501081586472298,-10.529066832947322,-10.457808951163463
125,125,0.004453331515308201,0.004448827233557638,-10.501986227100911,-10.508522395184826
126,126,0.004466231941178287,0.004480614228860328,-10.487920837516793,-10.47760226422825
127,127,0.00445276265963912,0.004452029218603121,-10.501163325129015,-10.505397741947577
128,128,0.004455666139376225,0.004469625455768485,-10.502197502749144,-10.488266483473305
129,129,0.004466242824210641,0.0044906636160847386,-10.492887439322745,-10.467872557225597
130,130,0.004463249673471623,0.004459171776512736,-10.49450634213163,-10.498435775422973
131,131,0.004450508143714408,0.00450543787232355,-10.50091321924645,-10.453607747661968
132,132,0.004451091962952896,0.004476066899338835,-10.498362753071211,-10.482012112608462
133,133,0.00445414350857747,0.004492331394239476,-10.506095574166988,-10.466259939480334
134,134,0.004456865101975878,0.004456016994816692,-10.500384138160815,-10.501509416092919
135,135,0.004455266803618252,0.004461061797643963,-10.504284163088249,-10.496595407111018
136,136,0.004472497980273569,0.0044716809337076386,-10.486800898024232,-10.486269722142264
137,137,0.004469550958805785,0.004431591320194696,-10.494857725740474,-10.525380770537698
138,138,0.004469346418285493,0.004471065795147105,-10.491009295416989,-10.486867192451932
139,139,0.00446520107750272,0.004436175240889976,-10.49993768825611,-10.520890865154996
140,140,0.004473923436682863,0.0044531309487004025,-10.490041868111511,-10.504323139592879
141,141,0.004446701127459708,0.0044523941254929495,-10.505554850341156,-10.505041790657694
142,142,0.00443719885283217,0.004508366906329205,-10.514426450123594,-10.450785269514341
143,143,0.004461947118037755,0.004443977224199395,-10.494434757368996,-10.513259556606311
144,144,0.00445479238597849,0.004492394356547217,-10.503132161798785,-10.466199071327917
145,145,0.004472229322514583,0.004446640586186396,-10.491835141244154,-10.510657524951064
146,146,0.004456865226792306,0.004477461554894322,-10.502921782543197,-10.480659146077116
147,147,0.0044737174223686005,0.004472921014224228,-10.483620712313485,-10.485065509518705
148,148,0.004443138751402958,0.004494124974467252,-10.50676222094113,-10.464526348453663
149,149,0.0044542348790030505,0.004456078756208483,-10.502731209395648,-10.501449222323911
150,150,0.004455914087209505,0.0044819386430868975,-10.49649140686066,-10.476318733067524
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152,152,0.004437639786064932,0.004461605150840785,-10.514480834044393,-10.496066472664046
153,153,0.0044689650272892924,0.0044551417966814414,-10.490576715804597,-10.502362489707306
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159,159,0.004446022294116081,0.004480164718667143,-10.511134192672637,-10.478037984823004
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179,179,0.004461020831325927,0.004431935541919972,-10.499103363989148,-10.525043447487315
