,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0024574084961114778,0.0023118519763413226,-13.080749362241797,-13.332040291916108
1,1,0.002225765211930134,0.0021583026299547207,-13.503116092667264,-13.630517128160239
2,2,0.002111424340328835,0.002060982656027926,-13.741906632854473,-13.83089715710679
3,3,0.0020447178364529743,0.002011641290185875,-13.88253768694211,-13.93613511543857
4,4,0.0019823528919849045,0.001958189495398026,-14.019857228991288,-14.053093362596146
5,5,0.001934078046763988,0.0019009083043783903,-14.124794721001175,-14.182028847846766
6,6,0.0018762859537448618,0.0018503515319408554,-14.251952327519586,-14.299098087346252
7,7,0.0018541353644284699,0.001822270673552626,-14.31467625179902,-14.36551166774297
8,8,0.00183006295497462,0.001790452638248864,-14.366088310953373,-14.442012153750575
9,9,0.0017837988195902447,0.0017666591968583433,-14.48174983109464,-14.500112741518034
10,10,0.001748089655782528,0.0017276317261061386,-14.560000631927394,-14.597128819463226
11,11,0.0017106868038626061,0.0016972191791099153,-14.673954832907496,-14.674261219616007
12,12,0.0016947049952409777,0.0016728180313580914,-14.703982393704598,-14.737153516392858
13,13,0.0016780322436819371,0.0016565018419274374,-14.747828233493951,-14.779721296211807
14,14,0.0016441236912589712,0.001647746435513622,-14.823490149351832,-14.802736719220118
15,15,0.001643306094452201,0.0016326004712793388,-14.82791126151129,-14.842841352176972
16,16,0.0016334549939144671,0.0016318387106845254,-14.851874627591801,-14.844868214436753
17,17,0.0016365908374337806,0.001613647303249883,-14.85686309213274,-14.893554362348489
18,18,0.001620534721032246,0.0016094330012014037,-14.893991213657706,-14.90491150517384
19,19,0.0016100925523019635,0.0016010686215993605,-14.921668282723282,-14.927541066230198
20,20,0.0015997610249335772,0.0015997952279193622,-14.945485754893985,-14.930996557645571
21,21,0.001603342507505002,0.001585846233769859,-14.94102171085859,-14.969029776243424
22,22,0.0015755947979320725,0.001583410163508042,-15.009200813922426,-14.975706245092749
23,23,0.001576636531438256,0.0015789931946385064,-15.009151203630095,-14.987837945176015
24,24,0.0015793736776836293,0.0015673330360043206,-15.00291141908188,-15.02002765066032
25,25,0.0015749349510873255,0.00156425135087614,-15.016825735918351,-15.028575140446991
26,26,0.0015648612560531527,0.0015568943804522093,-15.035202768593297,-15.049049016716223
27,27,0.0015566291589981195,0.0015570809451961203,-15.070919468111247,-15.048528626986554
28,28,0.0015595499618151754,0.0015456973280953733,-15.05991861997488,-15.080395965466892
29,29,0.001545148700014832,0.0015373497613166507,-15.091228648543872,-15.103913679878463
30,30,0.0015433938278499799,0.0015436455141752958,-15.104300849781534,-15.086164775468884
31,31,0.0015533028024047153,0.0015400828438271816,-15.084112742012346,-15.096199698015852
32,32,0.001535394655050921,0.001517598039323562,-15.13102819205201,-15.16007295958256
33,33,0.001530489331044103,0.001525789744367725,-15.146887614042434,-15.136693612995787
34,34,0.0015220152041346756,0.0015117415949996364,-15.16023229437067,-15.176864900593445
35,35,0.001520430594778706,0.0015052189793143618,-15.175941458767959,-15.195643670441362
36,36,0.0015192795400843792,0.001512014968810897,-15.168395060892422,-15.176079620855838
37,37,0.0015128865866854634,0.0015074113739262287,-15.191627740723572,-15.189322649018015
38,38,0.0014955788051479102,0.0014934613810558069,-15.244272592869857,-15.229700559459136
39,39,0.0014915896697238703,0.0014972384332826263,-15.248288550678463,-15.218730860633299
40,40,0.001497030205371761,0.0014957257203365628,-15.240730683534657,-15.223120909477188
41,41,0.0014954728504028363,0.001493581693227354,-15.242041844000106,-15.229350709048965
42,42,0.0014983827905902236,0.0014819649881438206,-15.24031326502708,-15.263261093176057
43,43,0.0014927467876161957,0.0014845776053047494,-15.258813391333062,-15.25561147767972
44,44,0.001487187975201487,0.0014729319128060812,-15.267090100963824,-15.289813809739536
45,45,0.001479757592062821,0.001466166779496952,-15.290857823898776,-15.309806777392973
46,46,0.0014680166303938657,0.0014662462605261489,-15.314997078988732,-15.309571352356095
47,47,0.0014641283430427928,0.0014595038710946316,-15.335140979691353,-15.329588015275483
48,48,0.001456120549509129,0.0014635676971489662,-15.350411267794206,-15.317512372742037
49,49,0.001456721612617143,0.0014479995190509055,-15.356353743732686,-15.363956351365664
50,50,0.0014525258579992295,0.001445183095424191,-15.361333239449124,-15.372411798457295
51,51,0.0014517112531862461,0.0014507230616321689,-15.374831260292252,-15.355795378182428
52,52,0.0014436607736345265,0.0014320487021713664,-15.385665508329229,-15.412062647170634
53,53,0.0014459423963268548,0.0014352097396591777,-15.38911952684561,-15.40248679817006
54,54,0.001427039346830516,0.0014360713907272408,-15.449524978456006,-15.399880224320784
55,55,0.0014256931392514368,0.0014287359081208706,-15.453542476523088,-15.422120928480826
56,56,0.0014305154543331603,0.001425771551255725,-15.432280946937627,-15.431141078612121
57,57,0.0014288384880217695,0.0014045122140822442,-15.444159490890135,-15.49638532431856
58,58,0.0014181066815712557,0.0014175204069990861,-15.4753339559883,-15.456347329196944
59,59,0.0014270603928004497,0.001413566660822222,-15.44574952772615,-15.468477590277793
60,60,0.0014123707714480992,0.001404797695086975,-15.490120103882024,-15.495502667513307
61,61,0.0014084020915162779,0.0013959288817683333,-15.498965345369447,-15.523007598493443
62,62,0.0014119389834189693,0.0014025289565324783,-15.494731360350704,-15.502522163082391
63,63,0.0014093308229498642,0.001393979899340162,-15.498148061355003,-15.529075413020601
64,64,0.0013976076224185142,0.0013978902471104735,-15.534352250173434,-15.516909778658057
65,65,0.0014053153920649867,0.0013905799102136179,-15.514762330346874,-15.539681019299422
66,66,0.0013918870599153115,0.0013914821044492879,-15.551885199144115,-15.536864274095137
67,67,0.001406252691426228,0.0013925318091519568,-15.5039855677313,-15.533589283410835
68,68,0.0013867793532722082,0.001383497073364101,-15.575115838216025,-15.561858079722592
69,69,0.001391612792618035,0.0013779547237055866,-15.55506795044682,-15.579291048192456
70,70,0.001388250360476602,0.0013784066663662855,-15.563756244018407,-15.577866879314282
71,71,0.0013803402598006364,0.0013793518852540537,-15.586159020187814,-15.574889799518935
72,72,0.0013923812561582045,0.001374178608928464,-15.562351322392034,-15.591208689103219
73,73,0.0013823694508695572,0.0013747415566620859,-15.58531367469965,-15.589429917200055
74,74,0.0013809996733883606,0.0013741035455543745,-15.585326337886375,-15.591445925364534
75,75,0.0013761358088381665,0.0013707525488969527,-15.608163021883074,-15.60204990626648
76,76,0.0013741240764670458,0.0013684753916765515,-15.613678570192679,-15.609270605416157
77,77,0.001360738832388342,0.0013680554999920883,-15.636930001017408,-15.610603363204827
78,78,0.0013711797745571924,0.0013564210568897817,-15.621705130102043,-15.647695296631326
79,79,0.0013648225582617614,0.001355193255126084,-15.631684632902743,-15.651628212643189
80,80,0.0013630778490344888,0.0013604921435839252,-15.642479313585945,-15.634680145396008
81,81,0.0013657544461107745,0.0013547284700172512,-15.635263340181867,-15.653117950211204
82,82,0.0013569058711189277,0.0013577284377166315,-15.661733703102813,-15.643511383225752
83,83,0.001358691594544222,0.0013524280787494622,-15.651394064604782,-15.66049873854968
84,84,0.001361901348591158,0.0013495450839400291,-15.655758021881024,-15.669766552379471
85,85,0.0013617092009019299,0.0013497465743536228,-15.655134030143593,-15.669118188393508
86,86,0.0013647894134994636,0.0013480022439341013,-15.634420278487525,-15.674734376055234
87,87,0.001350977558873056,0.0013521014602462713,-15.68050947031516,-15.66154770926542
88,88,0.0013578352146330721,0.0013546398411946076,-15.661228530918317,-15.653402082925577
89,89,0.0013536120160031564,0.001336812066208375,-15.670807895351775,-15.710936958566217
90,90,0.0013539776225219068,0.0013493339433089684,-15.668803018312893,-15.670446073100752
91,91,0.0013611740816730198,0.0013477912993709509,-15.643008542240707,-15.675414042791422
92,92,0.0013524865234731552,0.0013496883973283203,-15.672119145803556,-15.669305382834796
93,93,0.0013574689192236546,0.0013472303674605332,-15.665056329482347,-15.677221891981905
94,94,0.0013553841416387982,0.0013555971243859905,-15.667210633793045,-15.650334138460167
95,95,0.0013508755814514517,0.001354731962476906,-15.685987411763156,-15.653106754211157
96,96,0.0013663753238266584,0.0013540326801471804,-15.637936990865038,-15.655349063927254
97,97,0.0013490991124441637,0.001343425246886909,-15.681865992750488,-15.689505470459675
98,98,0.0013486143782466035,0.0013432452994349756,-15.689701638785161,-15.69008723278726
99,99,0.001347980299993351,0.001344165305214885,-15.697896979803645,-15.687113712861043
100,100,0.00135479558177638,0.0013530208288054717,-15.668993737747838,-15.658595704403496
101,101,0.001358987692714736,0.0013516256156818646,-15.665598686238733,-15.663076389231227
102,102,0.0013504823340947942,0.001337496330961585,-15.678279604737554,-15.708714534157128
103,103,0.001359475134468647,0.0013421252063524566,-15.660078183978767,-15.693710198572566
104,104,0.0013469852058255335,0.0013378878234346445,-15.695725304364425,-15.707443516522591
105,105,0.0013625426325927844,0.0013378698219496169,-15.65674990676582,-15.70750195190165
106,106,0.0013455988361605817,0.001337173149773949,-15.70133673858855,-15.709764053046394
107,107,0.0013551886539099757,0.0013487304278992508,-15.671619021676369,-15.672388972753943
108,108,0.0013379418043918984,0.0013440535281245645,-15.718166388539899,-15.687474875225917
109,109,0.0013497058799029473,0.0013571350994568906,-15.684494560247442,-15.64540969990121
110,110,0.0013520891523737576,0.0013406527914891118,-15.67727478704748,-15.698477359440478
111,111,0.001338710655583088,0.0013457567761897256,-15.71169287832836,-15.68197477483822
112,112,0.0013436463399857435,0.0013359367577849251,-15.703533017421499,-15.713781532874478
113,113,0.001337300328364999,0.0013339723350088064,-15.73121941948557,-15.72017229822334
114,114,0.0013428018776431064,0.0013367806524528486,-15.711146534983762,-15.711039014654167
115,115,0.001345232237111201,0.0013300404565310792,-15.710308727421417,-15.732992014192623
116,116,0.0013401605724117037,0.001330584385677388,-15.721952875398483,-15.73121630026008
117,117,0.0013465690594550567,0.0013360878709997785,-15.69786301656697,-15.713290312586189
118,118,0.0013512943957730667,0.0013362806915354572,-15.685751238574866,-15.712663595927697
119,119,0.0013330046761992206,0.0013359847944229841,-15.738194147646137,-15.713625375244602
120,120,0.0013400174955808626,0.0013367517508174245,-15.714298991768773,-15.711132911558261
121,121,0.0013357389372648653,0.001333250094352192,-15.726611302862924,-15.722524296586787
122,122,0.0013354854531029297,0.001335070762587221,-15.72863606894514,-15.716597675816999
123,123,0.001345052495454774,0.0013271767682837027,-15.70846808790981,-15.742352818221754
124,124,0.0013465335707842688,0.0013412427108146642,-15.701087193575159,-15.696566780062813
125,125,0.0013399122969353014,0.001340521144141492,-15.71909098553917,-15.698903842153252
126,126,0.0013328140899154944,0.0013321911989662208,-15.742019526817316,-15.72597492555682
127,127,0.0013286503999177174,0.001329078241006324,-15.755327736455914,-15.73613504734439
128,128,0.001345701713700654,0.001333487526464619,-15.707534947566819,-15.721750951239862
129,129,0.0013435262221766194,0.0013375568914374238,-15.71198111416596,-15.708517894477122
130,130,0.0013371191201155487,0.001334000556533666,-15.7262731380899,-15.720080419834643
131,131,0.0013427719048982889,0.0013289945935340303,-15.70953441055812,-15.736408385495116
132,132,0.0013348398629345537,0.0013253006373385066,-15.739182095949216,-15.748496459264484
133,133,0.0013426033283113357,0.0013323813970935973,-15.711356123957717,-15.72535492370399
134,134,0.0013328631763759348,0.0013277661055326462,-15.737359437262405,-15.740424747211835
135,135,0.0013321800344652428,0.0013245235344297008,-15.742243038703512,-15.75104373404925
136,136,0.0013251131971741153,0.0013282116514777666,-15.76333019284932,-15.73896767064781
137,137,0.0013375890383631299,0.0013199635340194952,-15.73096949365123,-15.766021194155254
138,138,0.0013367974165750226,0.0013272264286091453,-15.719558585919017,-15.742190316870513
139,139,0.0013347825685938455,0.0013263972574158718,-15.724927058354368,-15.744904375291139
140,140,0.0013337063389475044,0.0013235061196610332,-15.73681397177889,-15.754380990041827
141,141,0.0013314099747149908,0.0013349429998350771,-15.744611646033459,-15.717013304073843
142,142,0.0013394249355919736,0.0013283414300531149,-15.723367607454602,-15.738543345460563
143,143,0.00133063836916129,0.0013227696885894005,-15.750656931131854,-15.756798182973657
144,144,0.001324834963354791,0.0013165371492505074,-15.769147385667104,-15.777309344734878
145,145,0.0013264466794783768,0.0013219585617710102,-15.765560220314807,-15.759462108179187
146,146,0.0013236895530033357,0.0013274242672579068,-15.774839003241425,-15.741542998307983
147,147,0.0013436607154777523,0.001329012221264604,-15.71759361653794,-15.736350781232598
148,148,0.0013309911951979564,0.0013243756869709806,-15.745316674022337,-15.75152853418837
149,149,0.0013296118116524723,0.0013213380681056726,-15.748167895295275,-15.761501054370967
150,150,0.0013362447462361498,0.0013237553955006756,-15.73008244698886,-15.753563094859743
151,151,0.0013266666420284159,0.0013188583788609034,-15.758762392547412,-15.769658899395928
152,152,0.0013266376222090162,0.0013199787292825548,-15.76590566845665,-15.765971198979297
153,153,0.0013281889115796261,0.0013173043139671024,-15.756606004962864,-15.774779386746115
154,154,0.0013270694270403577,0.0013221270637586713,-15.755606022965834,-15.758908574792647
155,155,0.001325687433151317,0.0013197690223980892,-15.765404135183507,-15.766661223568763
156,156,0.0013297760508685689,0.0013222101536628447,-15.75248568523769,-15.758635648278897
157,157,0.0013227348753548774,0.0013110761065036058,-15.779179287946688,-15.79536150016563
158,158,0.0013161915013585816,0.0013178725126444509,-15.788157602604363,-15.772906529095504
159,159,0.0013314339502704974,0.0013107805280014873,-15.746917141488733,-15.796340715514736
160,160,0.0013201017972062697,0.001312222368525047,-15.779438172288947,-15.79156616153262
161,161,0.001316467756117435,0.0013147414000214714,-15.792294648356133,-15.783237140576535
162,162,0.001321755371238921,0.0013229163228779246,-15.77243868493293,-15.75631677692507
163,163,0.001323285349404689,0.0013100018442951534,-15.779399443487193,-15.798921456673064
164,164,0.0013165836229670754,0.0013110140203743388,-15.793639571359957,-15.795567165585533
165,165,0.001329993140240459,0.0013026322948893434,-15.757009868754842,-15.82342211737829
166,166,0.001316758716411735,0.0013104631369443315,-15.790167483900595,-15.797392439070581
167,167,0.001314762193642403,0.0013101319169723674,-15.79867381656027,-15.798490258488895
168,168,0.0013208120758885268,0.0013015644355235916,-15.784560106516647,-15.826983794962565
169,169,0.0013197683213163436,0.0013098398309299036,-15.791810240747484,-15.799458599900287
170,170,0.0013182561822984483,0.0013000154132513625,-15.784173483803936,-15.832155513255126
171,171,0.0013116561728481627,0.0013091002321360928,-15.813195020225104,-15.801911528762943
172,172,0.0013139628356361051,0.0013012469831952139,-15.798572545056244,-15.828043170944813
173,173,0.001326220035648991,0.0013074231407556095,-15.76724428159357,-15.807478852483271
174,174,0.001317718423922191,0.0013098295496188495,-15.79078750724946,-15.799492689062
175,175,0.0013144756475290686,0.0013109630243362564,-15.805446766331663,-15.79573610145006
176,176,0.0013353709772363613,0.0013144575794668573,-15.747089356525674,-15.784174777493025
177,177,0.0013096525715472003,0.0013032054626627972,-15.812470015037185,-15.821511610060565
178,178,0.0013064657465180324,0.001302384452796296,-15.819413024182563,-15.82424849558729
179,179,0.0013091844031299204,0.0013157182471140434,-15.817749108019786,-15.780011549779648
180,180,0.0013107929052304976,0.0013103617330718982,-15.809691224146764,-15.797728509921917
181,181,0.0013112863813786162,0.0012975664515244333,-15.80904254888808,-15.840344443844272
182,182,0.0013070030068287376,0.0013049420851625893,-15.829387951200196,-15.815728151368617
183,183,0.0013054219787441118,0.00130526722702933,-15.823489561383939,-15.814646189714187
184,184,0.0013027260267204537,0.0012934063193633368,-15.840648453386478,-15.854290742427201
185,185,0.0013103747930012875,0.0013131753259681557,-15.817537416294144,-15.788413388312206
186,186,0.0013068224058592134,0.0012995550151620257,-15.824253874522988,-15.83369383166022
187,187,0.0013094886995794386,0.001292931528663949,-15.821241222864762,-15.855885267158582
188,188,0.0012963229019828525,0.0012987046870157907,-15.854523882831401,-15.83653644846709
189,189,0.0013097359537214194,0.0012956624115376097,-15.817672012959342,-15.846721931153443
190,190,0.001318591007165918,0.0013178778371136439,-15.791008101402902,-15.772888982763094
191,191,0.0013163968675875479,0.001299258223489711,-15.791765956719967,-15.834685784326954
192,192,0.0013137356061296364,0.0013036536126348533,-15.804971031311247,-15.82001840267018
193,193,0.0013114986521163092,0.0013007771493376869,-15.805643565627381,-15.829611536521453
194,194,0.0013022477625744399,0.0012965793905191515,-15.836154741435047,-15.843649386547458
195,195,0.0013048939344463583,0.001301608042252299,-15.831965600618501,-15.826838294333506
196,196,0.0013105563480963873,0.001295548986251417,-15.818736047378907,-15.847102139236622
197,197,0.0013023122890669968,0.0012975111481194433,-15.833090073148128,-15.840529547855224
198,198,0.001308000417301412,0.001296646690829412,-15.822742088157904,-15.843423967301577
199,199,0.001305893230367183,0.0012981355263802566,-15.840170254717263,-15.838440172277373
200,200,0.0013115556632197394,0.0012946705346142775,-15.812948616398954,-15.850047887349334
201,201,0.0013187064875646965,0.0012959988518176895,-15.795246079146686,-15.845594359738032
202,202,0.0013176355626165251,0.0012999764876440167,-15.798673935274476,-15.832285553479256
203,203,0.0013105256228525307,0.0012960025954893545,-15.812848355360707,-15.845581814560266
204,204,0.0013069653326703101,0.0013010609086210791,-15.830065002488007,-15.828664243963582
205,205,0.0013007760940830118,0.0012916471000368659,-15.835475767310554,-15.860201795236836
206,206,0.001301701227443043,0.0012867942415667993,-15.840992468242142,-15.87654943991293
207,207,0.0013062795132072163,0.0013000170001760125,-15.835134166489805,-15.832150211839535
208,208,0.0013077900596155027,0.001296563398730206,-15.824190569712053,-15.84370295201808
209,209,0.0012970573698487325,0.0012910758623069054,-15.86336328900656,-15.862122910289742
210,210,0.001301626694033441,0.001295894249587467,-15.845798733240727,-15.84594490020886
211,211,0.0012933520489785168,0.0012883674598446017,-15.870307762109121,-15.871243053898374
212,212,0.0012950316400353594,0.0012938345561882383,-15.86481385481238,-15.852853064988981
213,213,0.001301070458025278,0.001295477740074459,-15.848019885994095,-15.847340977541167
214,214,0.0012989472069767948,0.001287680493030501,-15.855004978796131,-15.873559360963652
215,215,0.0012924266971897373,0.0012898677347325965,-15.86992899569016,-15.866188734726052
216,216,0.0012944977413670918,0.0012855177843257,-15.870792297650425,-15.88085963538002
217,217,0.0012960818922627217,0.0012838430825228755,-15.858825309893962,-15.886521073321118
218,218,0.0012967907043519554,0.0012871698464119905,-15.85927859819438,-15.875281954375254
219,219,0.0013005351095661981,0.0013008334024466183,-15.85349642193264,-15.829423726591287
