,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.015752514411416865,0.0157208883350617,-5.012182227631321,-5.029339727485792
1,1,0.015483824420989174,0.015429741163787088,-5.09200228821121,-5.110524149112166
2,2,0.01519448638500012,0.015175516570084974,-5.1705728866777605,-5.18267572426343
3,3,0.014957035450053583,0.014961176159742632,-5.239447993644665,-5.244453191303276
4,4,0.014752417092317158,0.014769807948093665,-5.296747643488397,-5.300362074658979
5,5,0.014605225639936235,0.01462108852635873,-5.347805966727842,-5.34431349037411
6,6,0.014477015348132123,0.014493665952039393,-5.384638885069605,-5.38232808140779
7,7,0.014324437740460499,0.014404628965023317,-5.418785182586605,-5.4090897949382075
8,8,0.014259166957944939,0.01433889082583942,-5.451615831266893,-5.428954975739865
9,9,0.01424094650548758,0.014299290009627217,-5.459417880645605,-5.440965813314023
10,10,0.0141849660112993,0.014283192294992898,-5.468064056344927,-5.445857725291168
11,11,0.01420705433282041,0.014276440892564623,-5.4704564092565064,-5.447911040790755
12,12,0.014191736784024337,0.014282081962416046,-5.470426126765702,-5.446195345933003
13,13,0.014186764366387092,0.014290970603102133,-5.476756885792939,-5.443493298108562
14,14,0.014223406139338753,0.014310814587301329,-5.46342094653674,-5.43746700697874
15,15,0.014230059421400433,0.014324154998911055,-5.463472951161137,-5.433420438987714
16,16,0.014191049583179434,0.014328297962875743,-5.462145653509708,-5.432164514126043
17,17,0.014244575216674927,0.014345432778722361,-5.457720003942189,-5.426974009323253
18,18,0.014228506561023058,0.014350264725324354,-5.450475513816889,-5.425511429251355
19,19,0.014306095524777457,0.014364898351854399,-5.44419662073139,-5.421084984738177
20,20,0.014261932160282872,0.014387162255221292,-5.447622612633695,-5.414359141715968
21,21,0.014293012430065685,0.01438763879827763,-5.44425302577916,-5.414215293618189
22,22,0.014292536024964348,0.014410570165828654,-5.435856100859892,-5.407298913153575
23,23,0.014293990923648643,0.014427347353806621,-5.436282777039315,-5.4022456765751965
24,24,0.014347283208032245,0.014434315215208028,-5.4238532322181685,-5.400148705336028
25,25,0.014365429759563245,0.014443768825578062,-5.421226299654065,-5.397305268106168
26,26,0.01434009591328729,0.014471440772084813,-5.421673005413831,-5.388992841872726
27,27,0.014393883738090698,0.014486197137126797,-5.410590146989671,-5.384566646279358
28,28,0.01439710023822551,0.01450587416950025,-5.410743290015737,-5.378671498049492
29,29,0.01443543741191478,0.014511150307953358,-5.4002727181452315,-5.3770921508335325
30,30,0.014410755510643585,0.014535380919512949,-5.40156408940211,-5.369846381449186
31,31,0.014448729506933811,0.014550221446705492,-5.391789571109211,-5.365414525752048
32,32,0.01449795907420903,0.01457170235287202,-5.383282114540709,-5.359007640842567
33,33,0.014458425535061924,0.014589471154307065,-5.386910417252103,-5.353715060030327
34,34,0.01448050028999749,0.01460332046017835,-5.377520983272083,-5.349594400623205
35,35,0.014513244180335212,0.014616310351381176,-5.376415356160474,-5.3457329976657615
36,36,0.014534923910480184,0.014632582860557656,-5.364333101213403,-5.34090063589399
37,37,0.01452823781129933,0.014656381975663336,-5.371459159170053,-5.333842805958966
38,38,0.014544725168457966,0.014670475386083126,-5.355598273848667,-5.329668686125949
39,39,0.014581471076715239,0.014677145322294612,-5.349152679368943,-5.327694613631314
40,40,0.014609403466594588,0.014703110595674891,-5.349181642660367,-5.320018317061619
41,41,0.014585338408108224,0.014702540479208293,-5.347177938278954,-5.320186719002377
42,42,0.014572228516269591,0.014712222263609109,-5.35072034204611,-5.317327783352374
43,43,0.014591147681486975,0.014731965370868383,-5.3413416763250465,-5.3115036635432
44,44,0.014677277286104934,0.014727366549011908,-5.334503866562478,-5.312859595834658
45,45,0.014636142822654592,0.014743571757878127,-5.3352663856684615,-5.308083478138833
46,46,0.014650165401015085,0.014748805692713512,-5.331990396828175,-5.306542016081175
47,47,0.014611499230425382,0.014748303219676018,-5.342890226778177,-5.3066899772038445
48,48,0.014620590878208889,0.014761061211557765,-5.336547508249634,-5.302934744974065
49,49,0.014590968051445238,0.01475126428627654,-5.339173640616543,-5.305818117038969
50,50,0.01464012459150909,0.014763781359713329,-5.337913485077506,-5.302134506778442
51,51,0.014655668154051624,0.01476617118245677,-5.326813879032009,-5.301431568410367
52,52,0.014652717532109968,0.014766034327055278,-5.331200620842154,-5.301471819752697
53,53,0.014598325384569536,0.014770780591980406,-5.335542745346972,-5.3000760858592315
54,54,0.014654224748079925,0.014762651910515208,-5.326079108720697,-5.3024667606271105
55,55,0.014673188376749299,0.014765212557425625,-5.325636553842397,-5.301713523069216
56,56,0.014667949687267087,0.014774921105096215,-5.3220579221703765,-5.298858851603871
57,57,0.014660092704382139,0.014769306896548522,-5.3261622681248415,-5.300509407388731
58,58,0.014634092386389515,0.01476751547306776,-5.331563240227712,-5.301036211066976
59,59,0.014679064820568586,0.014773763177034101,-5.324085100514559,-5.2991992266698285
60,60,0.014678098184546245,0.01477182092831323,-5.322177426989465,-5.299770214131215
61,61,0.014671310571204755,0.014767865062152085,-5.326265039517297,-5.300933402430344
62,62,0.014620934344213648,0.014775036147942669,-5.330468681912752,-5.298825036006123
63,63,0.014685061212974726,0.01476388022695717,-5.325257494371716,-5.3021054238804854
64,64,0.014626035111543444,0.014763176686277515,-5.340989252053215,-5.302312382424255
65,65,0.014644366141754328,0.014770282628504853,-5.331440318173032,-5.300222500893808
66,66,0.014687015358166597,0.014769273417952814,-5.322014631667628,-5.300519251849245
67,67,0.01470535542316658,0.01476625490345453,-5.320511458514119,-5.301406944922108
68,68,0.014667983579727793,0.014774289521339693,-5.328102727118544,-5.299044503494087
69,69,0.014671213204790022,0.014773999242798277,-5.328720642954976,-5.299129832542928
70,70,0.014683667224707063,0.014771054155732455,-5.323553432424734,-5.299995652650541
71,71,0.014647253049710362,0.014777293820914469,-5.327902610492852,-5.298161470787046
72,72,0.01468050844736935,0.01476425040317209,-5.320956454021125,-5.301996534164781
73,73,0.014629063628537138,0.014776131726409259,-5.330532143005854,-5.29850301578359
74,74,0.014672276736765178,0.01477694883942604,-5.332064552693533,-5.2982628596526045
75,75,0.01468815286787822,0.014761115767453847,-5.32495078146774,-5.3029186937698185
76,76,0.01466542483336225,0.014777081479367456,-5.328991174046309,-5.298223876952772
77,77,0.014673086641759602,0.014768315920312153,-5.327875493567582,-5.300800815748828
78,78,0.014670941297003288,0.01477015670388937,-5.325340793380196,-5.300259526995569
79,79,0.014671292203987382,0.01476989485519497,-5.327166820389412,-5.300336520390687
80,80,0.0146925273668213,0.014777122604611673,-5.320781572255799,-5.298211790370044
81,81,0.014637694434867692,0.014775950069490233,-5.329142408119099,-5.298556408027208
82,82,0.014663952642802111,0.014767124317586422,-5.329292339813884,-5.301151246610544
83,83,0.014684228197738682,0.0147686002187823,-5.325383881149723,-5.300717212398891
84,84,0.014646737999522808,0.01477219644737871,-5.32598888569996,-5.29965981218017
85,85,0.014660492913855105,0.014781459577773748,-5.325869526954241,-5.2969373560860555
86,86,0.014698662343867047,0.014778198380219308,-5.323366231997958,-5.297895635177138
87,87,0.014654473430409874,0.01477955046452974,-5.322002180762436,-5.297498309414218
88,88,0.014662676721273624,0.014776479158746568,-5.330776404446747,-5.298400900983973
89,89,0.014620494135876292,0.014774423925892302,-5.331879025814413,-5.299004995069705
90,90,0.014711806416204296,0.014766203239560127,-5.32405243604456,-5.3014221399621855
91,91,0.014667485091720046,0.01476748571976235,-5.32888827310753,-5.301044961157267
92,92,0.014640112647537104,0.014774092963259471,-5.332824911613216,-5.2991022826904
93,93,0.014652912504971027,0.014775573079915423,-5.327099786118036,-5.298667214154701
94,94,0.014661639765596268,0.014768448364185659,-5.329226611689368,-5.300761867919018
95,95,0.014674000125186345,0.014776815317179027,-5.324684218217973,-5.298302102014276
96,96,0.014686558875687344,0.014780691285666666,-5.323995868671412,-5.297163094073939
97,97,0.014665771890239617,0.014769448261511954,-5.325302412702591,-5.300467838931818
98,98,0.014651958350591437,0.014777023100147122,-5.321437746477056,-5.298241034483755
99,99,0.014663577492627287,0.014778317197373039,-5.330236735611211,-5.297860717912222
100,100,0.014659649798089695,0.014764798167896899,-5.327994856408624,-5.301835410654947
101,101,0.014651852890311443,0.014768080736853574,-5.335571864355977,-5.300869977115723
102,102,0.014634995126002227,0.014775964382447694,-5.326337720188949,-5.298552201167138
103,103,0.01468419057998768,0.014781892838838854,-5.32411734336193,-5.296810061395547
104,104,0.014653868493191974,0.014767010990334185,-5.326081243477975,-5.301184575773416
105,105,0.014673871506658411,0.01476833160574499,-5.327177423081134,-5.3007962031082645
106,106,0.014702128899312512,0.014766329115158633,-5.323853094042637,-5.301385118363644
107,107,0.014699206725915069,0.014774334764010027,-5.325272590505686,-5.299031204301622
108,108,0.014697841522235846,0.01477586556422083,-5.326771016267018,-5.298581245873145
109,109,0.014695329966081172,0.014770205181680228,-5.317320564039529,-5.300245272845842
110,110,0.014609867543673393,0.014771235028379842,-5.333449531642182,-5.299942473296565
111,111,0.01462581942875668,0.014765925852483824,-5.334835107500801,-5.301503724108196
112,112,0.014673148320277328,0.014771760980549612,-5.328014296352427,-5.299787838929062
113,113,0.014644781598033979,0.014772325263995873,-5.326180315384588,-5.299621940965631
114,114,0.014668748118751442,0.014775843751665792,-5.325751525447783,-5.29858765705714
115,115,0.014647834857484115,0.014776678951947312,-5.326273641398749,-5.29834218029884
116,116,0.014669414580866848,0.014776402545210562,-5.325332256500467,-5.298423418473983
117,117,0.014640543014579212,0.014771916511419573,-5.329026151129897,-5.299742112598203
118,118,0.014691852052340802,0.014778581349865386,-5.325825027590859,-5.297783091384779
119,119,0.014674119238463259,0.014772724997448293,-5.325907488939298,-5.299504424135506
120,120,0.01466471722983208,0.014774662148403494,-5.325131644772945,-5.298934970080222
121,121,0.014624057568072044,0.014772820923673479,-5.332110971597594,-5.299476223451465
122,122,0.014664151331352205,0.014777544640788906,-5.326374256661488,-5.298087757180006
123,123,0.014655672964284714,0.014782324629394631,-5.333464743638001,-5.29668320246148
124,124,0.014646592914827705,0.014775667829733146,-5.326942284750724,-5.298639364682575
125,125,0.014648461829602104,0.014770793336394587,-5.329592536128215,-5.300072338713755
126,126,0.014688823391328152,0.014775262312277368,-5.3238907430017655,-5.298758558218971
127,127,0.014657925247915626,0.014782143119526537,-5.32860951786338,-5.296736529133752
128,128,0.014639290395317618,0.014777307055498424,-5.329288931639122,-5.298157581235765
129,129,0.014611992514548228,0.014775911199026987,-5.330276202331492,-5.298567832842414
130,130,0.01466300520930708,0.014766386955192215,-5.322541360585358,-5.3013681069872725
131,131,0.014675144615016648,0.014778692177251765,-5.325858897506082,-5.297750522939449
132,132,0.014676523394882679,0.014781166799366474,-5.327071162135024,-5.29702337824463
133,133,0.01465922941636179,0.014771448105181518,-5.325882959355228,-5.299879826258872
134,134,0.014715620806229483,0.014774150166072343,-5.319352695103414,-5.2990854675681796
135,135,0.014678362728163754,0.014769814663419598,-5.329131937698363,-5.300360100071128
136,136,0.014664315023296272,0.014779065343502321,-5.32646859681787,-5.297640863711517
137,137,0.014645416760029867,0.014767782272476899,-5.328636126431471,-5.30095774934828
138,138,0.014668000621970781,0.01478260186942,-5.325886845527956,-5.296601752021759
139,139,0.014692089136344256,0.014776100208492656,-5.321900649205885,-5.298512279420456
