,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.004022431576662918,0.0038766916718726094,-13.950103610080138,-14.11127539314299
1,1,0.0037785343989038592,0.0036321890197302167,-14.225445146001551,-14.39420359397194
2,2,0.0035471327089195708,0.003431101415404364,-14.503457515281209,-14.641552456084877
3,3,0.003346290698601413,0.0032417564285232834,-14.752164630008073,-14.888084198524659
4,4,0.0031730093004316397,0.003079500539522422,-14.986221187073706,-15.111085160787276
5,5,0.0030175833410785065,0.002930514465429281,-15.20351016527108,-15.3264493113131
6,6,0.002885654076607418,0.002823785131208991,-15.398975420859124,-15.487571534962461
7,7,0.002753311535343528,0.002701257367765433,-15.597593160827888,-15.68022836147611
8,8,0.0026690108322336807,0.0026028268774481197,-15.73511090334506,-15.841435178729968
9,9,0.002581454369421933,0.0025188297302903315,-15.887682753987844,-15.983899898608689
10,10,0.00246995520182722,0.0024362645283537475,-16.064623738431322,-16.12864358599221
11,11,0.002413827441056672,0.0023740978519383228,-16.17265693454273,-16.240901855185943
12,12,0.002333485855020045,0.002290792089249743,-16.318567295745115,-16.396031258898226
13,13,0.0022713144972305935,0.002234895346000006,-16.441017175296572,-16.50331609464121
14,14,0.002219153894591577,0.0021838624961674213,-16.544396259293762,-16.603635104406568
15,15,0.002164825888292998,0.0021278548213702285,-16.64855126663271,-16.7164680687021
16,16,0.0021108379443512135,0.0020860543744148394,-16.758011171713086,-16.802631761757837
17,17,0.002064941939417772,0.00203620283986981,-16.856500915670903,-16.907677617764026
18,18,0.0020168193222321186,0.0019902203379100875,-16.95294469222848,-17.00687640644501
19,19,0.001981085533583441,0.0019467146944646772,-17.03334995808062,-17.10286493499283
20,20,0.0019475955038437062,0.001921052958718256,-17.106983394573774,-17.160494631321615
21,21,0.0019118259756912275,0.0018867058618190257,-17.187715811315776,-17.238846018298155
22,22,0.0018773215124383569,0.0018553321470359439,-17.266363619144656,-17.311671310015207
23,23,0.0018476631766012341,0.0018226613940082882,-17.339026679623974,-17.38882805756812
24,24,0.0018179440251599574,0.0017967665273892252,-17.40721459617584,-17.45097152228123
25,25,0.0017895583008156763,0.0017693753133674985,-17.477356308041635,-17.517688369670743
26,26,0.0017757308573375658,0.00173652444745561,-17.517491367365984,-17.599078987388353
27,27,0.001736654610776333,0.001722976504089801,-17.597658153172024,-17.633094454972277
28,28,0.0017129288549467768,0.0017036165809258819,-17.6621553918253,-17.682169422774894
29,29,0.0016917611973974662,0.0016832152491827544,-17.717819418463666,-17.734491435859116
30,30,0.0016652730932055983,0.0016566732542981442,-17.78496150078427,-17.80351939637439
31,31,0.0016543543237482303,0.0016357474960386753,-17.81227999646728,-17.85872536428758
32,32,0.0016368793746091657,0.0016156279322642245,-17.86330972507318,-17.91247447600316
33,33,0.0016124173998832703,0.0016027391937218215,-17.92416707629763,-17.94725943205737
34,34,0.0016044515134651482,0.0015870394908185852,-17.943735609047966,-17.99001067012735
35,35,0.0015945740682601008,0.0015717488652291266,-17.981335857514104,-18.03205645122033
36,36,0.0015683415293040656,0.0015587943765383802,-18.049140352139712,-18.067999702173086
37,37,0.0015534035784682048,0.0015360613684415032,-18.089488781644995,-18.131802336971138
38,38,0.0015328724678970642,0.0015245683638280944,-18.141323181608826,-18.164418970681723
39,39,0.0015189460413914519,0.001513033609004005,-18.179345476894863,-18.19740225482201
40,40,0.001495408973195734,0.0014991047853407892,-18.24599049153667,-18.23756810102644
41,41,0.0014939458822332246,0.001483000955838514,-18.257701101592854,-18.284473696482767
42,42,0.0014850488556644966,0.0014721003826707602,-18.283395794725593,-18.316513749976128
43,43,0.0014653377914225164,0.0014556897742869822,-18.334812400784863,-18.365199693452926
44,44,0.0014558101730594009,0.0014460931752661341,-18.366008256991464,-18.393925240930507
45,45,0.001444873185204246,0.001434884622300926,-18.40255143875077,-18.427718193222212
46,46,0.0014327103824153082,0.0014205110124557426,-18.43590665509347,-18.471441956696527
47,47,0.001425535404891467,0.0014163769083097577,-18.46065771565357,-18.484099629042394
48,48,0.0014215140020205955,0.0013980793729914647,-18.478105632832403,-18.540569723347623
49,49,0.0014063086727941314,0.001400084853613455,-18.517943355191107,-18.53434443243335
50,50,0.0013873753229098529,0.00139425799716264,-18.5667954240098,-18.552456564024837
51,51,0.0013877349694441888,0.00137821716673084,-18.582845658870653,-18.602711455159465
52,52,0.001389032419406108,0.0013696270884553854,-18.57348249014855,-18.629864637075105
53,53,0.0013836813279302772,0.0013655766807986719,-18.58880052443193,-18.64272708630367
54,54,0.0013778386121500552,0.001369517020832159,-18.610301266342056,-18.630213664066908
55,55,0.0013767989921220339,0.0013626569845272523,-18.615222047439723,-18.652022539839795
56,56,0.0013753381550561676,0.001362645753512257,-18.619427011820378,-18.652058334526163
57,57,0.0013636434342731367,0.0013603688965208437,-18.65275281561362,-18.659321069288815
58,58,0.001360999473092175,0.0013569647960953023,-18.65874884768179,-18.670202197418494
59,59,0.001361546477485333,0.0013491720586132846,-18.65782391406163,-18.695214622317117
60,60,0.0013641422955300083,0.001351013847038542,-18.648154616566536,-18.68929000303592
61,61,0.001361117198986491,0.001350339741053942,-18.662510102859933,-18.691457512811
62,62,0.0013601052870052222,0.0013567753270954679,-18.664211475640776,-18.67080863235713
63,63,0.00136002037342945,0.0013554373351660999,-18.664501365392155,-18.675093565961188
64,64,0.0013591677764161806,0.0013460712446095912,-18.664635119818843,-18.70520753838336
65,65,0.0013627806695216556,0.0013534733780512685,-18.66422416504068,-18.68139082694469
66,66,0.0013644853618821687,0.0013498209514900257,-18.65647798299991,-18.693126357545108
67,67,0.0013606706646165437,0.0013561026793659518,-18.666920199913125,-18.67296226552813
68,68,0.001353764592084227,0.0013499186300721608,-18.67738556104839,-18.692812095610147
69,69,0.0013541390377663307,0.0013451486470569905,-18.68443840808845,-18.708185214366278
70,70,0.0013536402269160933,0.001339250042005197,-18.683501730585114,-18.72727131926124
71,71,0.0013506431660624508,0.001344293190509473,-18.700289905944565,-18.71094801864362
72,72,0.0013500912566237228,0.001354907578053443,-18.688742373684143,-18.676791287845834
73,73,0.0013551972290385783,0.0013502455242958508,-18.677211502543468,-18.6917605420742
74,74,0.0013496113386600441,0.0013442252529785037,-18.69954162102777,-18.711167506777628
75,75,0.0013552438563753648,0.0013422713688525714,-18.68477590682716,-18.717484739689027
76,76,0.0013461820937251462,0.0013451592102156657,-18.70312751182334,-18.708151110302598
77,77,0.0013511997669186327,0.0013496431362766184,-18.690393251665267,-18.69369850196772
78,78,0.0013557221781289608,0.001343116844318023,-18.682346536025776,-18.714750048745184
79,79,0.0013469298209361348,0.0013424504891430076,-18.70645780529755,-18.716905231211324
80,80,0.0013494476179121849,0.0013452003048242706,-18.69141044185736,-18.70801843538198
81,81,0.0013557667183910602,0.001347100864605684,-18.687662208537922,-18.70188685714642
82,82,0.0013528022322246863,0.0013445839224579302,-18.6917241415884,-18.710008866156425
83,83,0.0013584281010649254,0.0013456963811461862,-18.67492854259548,-18.70641716088657
84,84,0.0013519855511384372,0.0013493708714744763,-18.688223045546625,-18.694574696765144
85,85,0.0013571725462169684,0.0013481679580811608,-18.679693208270013,-18.698447995476016
86,86,0.0013537146367094259,0.0013488205639939558,-18.67789072975863,-18.696346220477746
87,87,0.0013607329168097721,0.0013502054835522646,-18.66643283415061,-18.691889331479683
88,88,0.0013499876901929833,0.0013528953269614202,-18.695169664589017,-18.683246039074007
89,89,0.0013512855866136624,0.0013487873795001131,-18.693436706064094,-18.696453069529674
90,90,0.0013626799174613251,0.0013465260547634802,-18.659119080050868,-18.703740393318093
91,91,0.0013665705943268905,0.001355783309248325,-18.641199454269962,-18.67398517490554
92,92,0.0013564768290512032,0.0013593098908466729,-18.66414917693686,-18.662703235932742
93,93,0.0013686521458871586,0.0013594541233032942,-18.641499022701424,-18.662242443015412
94,94,0.0013664672415242675,0.0013643483092126093,-18.643439302679607,-18.646635435723592
95,95,0.0013652031559535523,0.0013656648194515391,-18.642169091432397,-18.642446787907552
96,96,0.0013662258033477462,0.00136333303280959,-18.638360051642472,-18.649868430377385
97,97,0.0013711645949593524,0.0013708618138671706,-18.629536101223703,-18.625951215139086
98,98,0.0013745226417236106,0.0013688893461796013,-18.619521918256975,-18.632204571231703
99,99,0.001373927203755941,0.001365493578640254,-18.618792056538886,-18.64299138421927
100,100,0.0013779187791011075,0.0013712576075800155,-18.614011686997088,-18.62469750587092
101,101,0.0013755112550384605,0.0013715161782640376,-18.615545760294832,-18.62387865728658
102,102,0.0013750956031330622,0.0013645295372330828,-18.613505681171343,-18.64605859547055
103,103,0.0013704640363563889,0.001361441914923489,-18.628071270132306,-18.65589683426534
104,104,0.0013784064716880315,0.00136296427808702,-18.611370203785885,-18.65104327027122
105,105,0.0013689298648387194,0.0013625275980877248,-18.628985072605385,-18.65243492890966
106,106,0.0013726091146776358,0.0013663592491004813,-18.627628125679124,-18.640238996442083
107,107,0.0013626127566220526,0.0013623401142754837,-18.646909100893037,-18.653032559281673
108,108,0.0013663650456739148,0.0013616159068126428,-18.643893578102233,-18.655341842616945
109,109,0.0013597899443018682,0.0013620677024224087,-18.659763920242888,-18.65390105601894
110,110,0.0013681549768530064,0.0013593008533414257,-18.63591662199424,-18.662732110523688
111,111,0.001360758807817378,0.0013582002016176518,-18.658909155298925,-18.666250099930892
112,112,0.0013618787136120895,0.001348826954582412,-18.661513960769206,-18.69632564405119
113,113,0.001356952817697731,0.0013524262651212905,-18.669525727986176,-18.684752040959157
114,114,0.0013607918829705143,0.0013573916359363419,-18.65823361629865,-18.66883631792706
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119,119,0.0013450517933623692,0.0013435600925923179,-18.71175407697255,-18.713317049646996
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