,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.0004225261380401507,0.00040622778837323974,-17.72424009552027,-17.88399488130695
1,1,0.0004612793452850514,0.0004913146181742808,-17.34663684268938,-17.05809430545294
2,2,0.0004721913881571099,0.00047320716916338394,-17.23234814808523,-17.22117800880261
3,3,0.00044048834470888004,0.00042328483725309764,-17.541281620843865,-17.7053640489354
4,4,0.0003711762763055752,0.00033079781783989777,-18.278270175732512,-18.776064805182695
5,5,0.0003107974462369553,0.00030443094070314576,-19.045055122521962,-19.136803268479426
6,6,0.0002995271757173054,0.0002977351541630924,-19.212115869109113,-19.23339000855878
7,7,0.0002946817665960947,0.00029175541988622983,-19.281592644774296,-19.321501839157705
8,8,0.00028938756680797745,0.0002817204788841895,-19.369557477605333,-19.47350698557105
9,9,0.0002925907361882825,0.00027979233173506434,-19.316566602256515,-19.50333308900537
10,10,0.0002822052044121875,0.0002810171656739457,-19.484732608395444,-19.48436267323471
11,11,0.0002822643729495653,0.0002785893264349158,-19.47720552472877,-19.522046431905164
12,12,0.00028272604371166603,0.00027664544713364815,-19.466150910570374,-19.552455892675063
13,13,0.00027683197707297836,0.0002762542824616264,-19.559061511599666,-19.558600973883266
14,14,0.00027753414853821636,0.00027423184349716296,-19.539576371554915,-19.590512333413695
15,15,0.0002765366813580784,0.00027029123080673774,-19.558562849998367,-19.653371606213
16,16,0.00027256133529890485,0.0002659290521957078,-19.629763094772613,-19.72403330823955
17,17,0.00027156056933460237,0.00027098761270999124,-19.62845032827753,-19.64219677503801
18,18,0.0002723540417662793,0.00027964625424877,-19.624810334574384,-19.505601100160096
19,19,0.00026911308256232365,0.0002602917574174506,-19.676219625631347,-19.81708700864701
20,20,0.00026564641160165567,0.00026095216775214985,-19.7363390076784,-19.806082075878603
21,21,0.00026373307433065756,0.00026193558082205097,-19.764398520614076,-19.789746203622332
22,22,0.00026293258637564315,0.0002652166486337879,-19.7773126404172,-19.735683336504
23,23,0.00026805838209951354,0.00025841751362589235,-19.703693012061102,-19.848471729308372
24,24,0.00026777499690219835,0.0002620769787187639,-19.704273685356085,-19.787402430494474
25,25,0.0002636238041492275,0.0002586570281939777,-19.770724716319307,-19.84444833019348
26,26,0.00026462046527327756,0.00026373346152372266,-19.752559129604414,-19.76003881553162
27,27,0.0002619187533915446,0.0002622344457593403,-19.79487624729829,-19.784793787399266
28,28,0.00026474343660796426,0.00025779395563356385,-19.757137987233374,-19.858963860655997
29,29,0.0002617183730687908,0.00025759481803489556,-19.804357156430147,-19.86231994324698
30,30,0.0002594444925954431,0.000260746821846911,-19.83979362484867,-19.809500928508577
31,31,0.00026176560858562207,0.000259203341556713,-19.7926854620623,-19.835285205123434
32,32,0.00026116122374042255,0.0002576419386681856,-19.809090565119963,-19.86152558101205
33,33,0.0002643768183560562,0.0002662570401107108,-19.760238508448257,-19.718680167234524
34,34,0.00026375940564621396,0.00025901829404143716,-19.77065025335097,-19.83838677837586
35,35,0.00026038556450320234,0.00025970496905134305,-19.82838357712351,-19.82688857256631
36,36,0.00026284621400787426,0.00025809637583351056,-19.78506814830722,-19.853872102540503
37,37,0.0002596376425665851,0.00026370544295978586,-19.834818590328204,-19.76050022661133
38,38,0.0002624799975088423,0.00026215330810947836,-19.78263624888661,-19.786137740747943
39,39,0.00025965874404382423,0.00025714168135125776,-19.83801660437202,-19.869966372529678
40,40,0.0002607646180417619,0.0002575821639957691,-19.813990646529625,-19.86253329048722
41,41,0.00026191413608384463,0.0002600245842538578,-19.799418413879025,-19.821547058488463
42,42,0.00026094218261165487,0.00025739010015968233,-19.817143175738995,-19.865772776333703
43,43,0.000258163842894665,0.0002554626943923435,-19.85915591012178,-19.89841628101903
44,44,0.0002589968558804122,0.0002561504584982207,-19.84133367004999,-19.886739789346606
45,45,0.00026257379465381204,0.00025746230216770386,-19.788947724219586,-19.86455468222635
46,46,0.00025896012084558606,0.0002602017614806659,-19.852309521954915,-19.81858884249161
47,47,0.00026375119881608437,0.0002546996026802318,-19.771444775032418,-19.911408490314674
48,48,0.0002602902073029083,0.0002566692495939175,-19.826747217591727,-19.877952756265454
49,49,0.00026563685549394297,0.000256982857919004,-19.736147004059916,-19.872649618986532
50,50,0.0002618062178803531,0.0002608725519262646,-19.789218284526388,-19.80740729918898
51,51,0.0002590357321470534,0.00025589518956717496,-19.840341283916977,-19.891069946150303
52,52,0.00026023375607316486,0.000260073787342806,-19.82419213729782,-19.820725343549384
53,53,0.0002628645473207856,0.00026291173172036285,-19.784660453980383,-19.77359150768198
54,54,0.00025947680084764495,0.0002593283011504498,-19.843783049755096,-19.83319201509985
55,55,0.0002625135332225947,0.00026052599270386914,-19.792225179898153,-19.813180571157364
56,56,0.00026168604066341,0.0002586376680196018,-19.79840351096682,-19.844773406671766
57,57,0.0002639589995654665,0.0002571482779641979,-19.764027638951674,-19.869854961737094
58,58,0.00026149382561531647,0.0002554293567204456,-19.80877471018207,-19.898983068736076
59,59,0.0002617534665875713,0.00026046298214504003,-19.80726903752928,-19.814231078536814
60,60,0.00026420580289811474,0.00025860582919497236,-19.762600668691107,-19.8453080649493
61,61,0.000260263511739412,0.0002583601132133289,-19.815371895796453,-19.849436503371457
62,62,0.0002616248698125008,0.0002564832500770296,-19.80228542501749,-19.88110108224693
63,63,0.0002605125458656628,0.0002589404137229155,-19.82084781439752,-19.83969278954357
64,64,0.00025789926987328596,0.0002562182474464766,-19.85660112505808,-19.88559060259918
65,65,0.00026105641949677013,0.00025687232693216125,-19.817604193911443,-19.874517966327208
66,66,0.0002620074792690671,0.00025725108494761546,-19.790867047232354,-19.868119014556246
67,67,0.0002616553928297416,0.0002590628910662704,-19.799110184387022,-19.8376390869947
68,68,0.0002596990178944063,0.00025521406036875164,-19.83240501555191,-19.90264519459243
69,69,0.0002592334724223414,0.00025467707708134855,-19.8428384918712,-19.911792596760517
70,70,0.00026056377100758255,0.000255888025429541,-19.819352861271003,-19.89119153456317
71,71,0.00026218010083839453,0.0002594104436483528,-19.797505345222383,-19.831816600819543
72,72,0.0002613768393183415,0.0002554410426742642,-19.808048511757608,-19.89878438252266
73,73,0.0002596699416675826,0.00025691317875354896,-19.832006104174678,-19.87382733880092
74,74,0.00026203082939225833,0.0002582134268442659,-19.80216885746304,-19.851902951124845
75,75,0.00026092217942896617,0.0002532619209408662,-19.80975848637502,-19.935992199289487
76,76,0.0002590152122963642,0.00025613268448260466,-19.843784899488874,-19.887041152255463
77,77,0.00025696252663523803,0.0002554391922833594,-19.886567329661272,-19.898815842520694
78,78,0.00025958951278205614,0.00025555688204660426,-19.83858187411173,-19.896815356872168
79,79,0.00025826436182431223,0.0002582449999049698,-19.85408758991388,-19.851371949776144
80,80,0.0002557503774500519,0.00025310663898524483,-19.892015455284483,-19.938655796673544
81,81,0.00026279205192941403,0.00026035890531554625,-19.792459875349707,-19.81596679642552
82,82,0.0002702911603132493,0.00025886333299384107,-19.665221286380444,-19.8409857788569
83,83,0.0002652804849407703,0.0002596143052582384,-19.74950370445353,-19.8284049724922
84,84,0.00027039007808216223,0.0002581929362158438,-19.65648950957519,-19.85224760090051
85,85,0.0004008299250758167,0.000530443192569931,-17.948908641227607,-16.725302362417747
86,86,0.0005093438133174918,0.00048439542909986094,-16.917971873233807,-17.119690801582863
87,87,0.0004685939914911755,0.00046207795783534254,-17.270230235643393,-17.32453864333168
88,88,0.0004340982296835324,0.00040196882266747326,-17.60041669260164,-17.92976746686675
89,89,0.0005122608254356406,0.0010008311946876347,-16.884691738388746,-13.968082831903978
90,90,0.0008977940378076944,0.0005442885862736914,-14.451556725832953,-16.613398892544783
91,91,0.0005481854157963979,0.0005658688039004215,-16.594335735751912,-16.4445336438552
92,92,0.0005365024733635568,0.0005279100656288824,-16.689201229836222,-16.74609173769834
93,93,0.0005140099056381924,0.0005035395887190182,-16.867254791472067,-16.951354956753853
94,94,0.0004928410275282396,0.0004818681259884646,-17.048137180295658,-17.142409164342357
95,95,0.00048636235644772036,0.0004793619445990771,-17.111444713269208,-17.16505563052509
96,96,0.0004835271761997497,0.00047565138237060686,-17.142710377654854,-17.198803532550635
97,97,0.00045663474299272846,0.00045424091206912537,-17.384564634475346,-17.398828693146207
98,98,0.000461291757018603,0.00045174828540582796,-17.338658087399118,-17.422726036288175
99,99,0.0004748798682973672,0.00045620995929072564,-17.21374565927109,-17.380043546069672
100,100,0.0004640774757567716,0.00045587393565495545,-17.306687667958055,-17.383243541557263
101,101,0.0004595408813797475,0.0004678967785653903,-17.35223532387296,-17.270190613988355
102,102,0.00047721028731194967,0.0004733180455667408,-17.189276967130596,-17.22016053965077
103,103,0.00045851604879795354,0.000456960158005945,-17.36807354660715,-17.372907805872376
104,104,0.0004525850821027206,0.0004592478722578993,-17.411991124366114,-17.35121963664017
105,105,0.00045688733573734147,0.0004426032828632742,-17.380114845041135,-17.51154485677339
106,106,0.0004439926013163262,0.00042708115774746006,-17.509494081847237,-17.666587051613455
107,107,0.00042339124850035865,0.0004217204313088012,-17.707207114584087,-17.721444745010974
108,108,0.0004259748411360053,0.00041111365058704426,-17.68194598729469,-17.832072192146175
109,109,0.00041522885121875587,0.00041674074906806807,-17.805919247430673,-17.773031485037563
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