,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.040896671756948395,0.040406592974537296,-3.888123999565055,-3.9333507337243443
1,1,0.040193756062959884,0.039734973327109686,-3.968460857068651,-4.006143804522065
2,2,0.03948666608517932,0.039195018183243904,-4.034230665804952,-4.065564360166743
3,3,0.03912971203321034,0.038769852958227456,-4.0833815431352924,-4.112931524074974
4,4,0.038529324201271704,0.03836656008896075,-4.136354116353271,-4.15834443782635
5,5,0.038185308812205325,0.037981488398815454,-4.181477515732247,-4.202153266356393
6,6,0.03790326474100044,0.03776994543640237,-4.211125328949704,-4.226409488432916
7,7,0.037681633318515165,0.03765122259133741,-4.232103434928355,-4.240082233213507
8,8,0.03771248909155118,0.037561232518208656,-4.240534796015972,-4.250474716952666
9,9,0.03754252871287238,0.037506612115784696,-4.253569519851272,-4.256794691550024
10,10,0.03759547956671912,0.03746531688069042,-4.252022916551417,-4.261578960751603
11,11,0.03753074181755794,0.03743931494261089,-4.257169580351878,-4.26459412774607
12,12,0.0374013512712164,0.03742545862731181,-4.265181859754015,-4.266201752014646
13,13,0.0374246489679076,0.037413685729629116,-4.261221695067156,-4.267568123740489
14,14,0.03749028432000544,0.03740730587589113,-4.263166955190696,-4.26830875420288
15,15,0.037527444282757866,0.03740803877774038,-4.26320811348413,-4.268223665981904
16,16,0.03740684480703983,0.037405928498820254,-4.264729720287212,-4.268468669027162
17,17,0.03741538493903642,0.03740864698039858,-4.267023495029333,-4.268153056316249
18,18,0.03744048110603057,0.03740431485991729,-4.267723700117526,-4.2686560215714096
19,19,0.03749326620366156,0.0374012160065927,-4.263181273685888,-4.2690158385219155
20,20,0.03738623911265245,0.03740839366065828,-4.264008666381155,-4.26818246548946
21,21,0.03736602745412551,0.03740208282282478,-4.269485549706432,-4.2689151869430875
22,22,0.037411763227170276,0.03740636024035906,-4.266395579793437,-4.268418542778902
23,23,0.037431484529959785,0.03740398879898222,-4.262815250845729,-4.268693880059823
24,24,0.037416348099401316,0.03740769389428591,-4.264561620727968,-4.268263705950994
25,25,0.037308675726664436,0.0374021263499009,-4.26801941620957,-4.2689101327972905
26,26,0.037433998025569716,0.0374038421401852,-4.265576259767654,-4.268710908519402
27,27,0.03745563205369969,0.03740797289892247,-4.269439102122242,-4.2682313142931285
28,28,0.037438627985334885,0.0373980849981308,-4.266055047137135,-4.2693794193790415
29,29,0.037471470528656674,0.037408116420632916,-4.266409330341934,-4.268214651918111
30,30,0.037433343104173226,0.037402654556851635,-4.268952540560403,-4.268848800523809
31,31,0.037395887499310304,0.03740326628873223,-4.267605984157823,-4.268777770910873
32,32,0.03736430475699533,0.037401139540107625,-4.2665659227147525,-4.269024717646717
33,33,0.03745151622240076,0.03740326315164566,-4.265644349372674,-4.268778135162334
34,34,0.037412315952716414,0.037401753820871055,-4.266666545610002,-4.268953389190312
35,35,0.03737211411761254,0.03740427584240311,-4.267026930585952,-4.268660551824137
36,36,0.03736758996377286,0.037403695481388194,-4.266682279960268,-4.268727937045749
37,37,0.037454839027726776,0.03740621436583368,-4.263837873302504,-4.268435479103244
38,38,0.037473488099796254,0.037411076261809,-4.269453249049607,-4.267871038830434
39,39,0.0374673323072109,0.03740495423737325,-4.266777843292356,-4.268581785289105
40,40,0.037510719495950286,0.037404497399141916,-4.266371728719799,-4.268634827336241
41,41,0.03745761294801211,0.03740798466299709,-4.264228535179747,-4.268229948522278
42,42,0.03748006296833766,0.03740502893924713,-4.263828135751545,-4.268573111951608
43,43,0.03743521512015579,0.03740949164095678,-4.267022927018673,-4.268054996827926
44,44,0.03740595711260727,0.03740886167476052,-4.269488772542806,-4.268128131514993
45,45,0.03747757190127963,0.0374058806582501,-4.265729120747963,-4.268474223469933
46,46,0.037479390841476695,0.037404747189659825,-4.26315240176482,-4.268605824866251
47,47,0.037463145695396306,0.03740614358531801,-4.264322678627343,-4.268443696886569
48,48,0.03748395240183958,0.03740449641880236,-4.26688595069825,-4.268634941161072
49,49,0.03748490864929465,0.03740514422717847,-4.264624497526404,-4.268559726362378
50,50,0.037453871373970486,0.037406567484140396,-4.266060032404278,-4.268394481474691
51,51,0.0373794777491658,0.03740781506425456,-4.2679384083760805,-4.268249638426895
52,52,0.03748963089640608,0.03740766624871053,-4.262555882080138,-4.268266915538118
53,53,0.037419791496598846,0.03740482149939788,-4.2680279349014265,-4.268597197010281
54,54,0.03745314198517308,0.03740467287992176,-4.263727052193676,-4.268614452739361
55,55,0.03739672595846284,0.037403081200624765,-4.2686016603622186,-4.268799261799396
56,56,0.037446941988369856,0.03740369528532028,-4.267517807415892,-4.268727959811203
57,57,0.03739086020085001,0.037400482320471815,-4.263194165196213,-4.269101033334569
58,58,0.037486148863723597,0.03740597673152622,-4.262294598322217,-4.268463069063364
59,59,0.037407286157927565,0.0374053324523725,-4.268028317386734,-4.268537872427808
60,60,0.037366360848404695,0.03740792447014859,-4.268006291683148,-4.268236936720982
61,61,0.037453882319411054,0.03740010175265764,-4.26491576080948,-4.26914522510225
62,62,0.03743000954543192,0.037400993469514345,-4.265051349971822,-4.269041679102247
63,63,0.037422500051481206,0.037405748116342646,-4.266503974186985,-4.2684896120452045
64,64,0.03749232589430416,0.03740926969208216,-4.2637087373916005,-4.268080763405665
65,65,0.037435764389247006,0.037407599781688894,-4.263174641761729,-4.268274632214743
66,66,0.03748774858786888,0.03740368273697401,-4.264161472045503,-4.268729416800523
67,67,0.037404682333629154,0.03740510422932474,-4.266531815410292,-4.268564370337641
68,68,0.03746425398846263,0.037407286465168,-4.2678402898849255,-4.268311007765904
69,69,0.03750048524018416,0.0374073333253986,-4.264883975653389,-4.268305567348075
70,70,0.03751315883139974,0.03740591046057249,-4.264978987972118,-4.268470763324421
71,71,0.037342620879104456,0.03741233913522018,-4.265154353828543,-4.267724437943277
72,72,0.03746647080502559,0.03740074426720017,-4.264276474314968,-4.269070616181304
73,73,0.037504463466172366,0.03740830778291351,-4.266962826377561,-4.26819243551753
74,74,0.03757554549992699,0.037403394125009835,-4.262630633498662,-4.268762927689789
75,75,0.03747426898977191,0.037406010847342644,-4.265088953799687,-4.268459108117719
76,76,0.03748649854174594,0.03740308610232253,-4.266790010426124,-4.268798692653731
77,77,0.037458020041591114,0.03740560851599041,-4.263097910605023,-4.268505820189363
78,78,0.037475623766478804,0.037404133693168036,-4.265291639277914,-4.2686770565536944
79,79,0.03735650207885762,0.03740795897810083,-4.268852472960293,-4.268232930455856
80,80,0.03741610422730446,0.037404466616479976,-4.26610378214394,-4.268638401437391
81,81,0.03743146409847073,0.037406315929011294,-4.266532027213107,-4.268423687408076
82,82,0.03740787513784526,0.03740664002926726,-4.267710062673698,-4.268386058911528
83,83,0.03748032431473437,0.037408170927512016,-4.266592563029899,-4.268208323874402
84,84,0.03737413076703081,0.03740833484028515,-4.266382129691265,-4.2681892942733395
85,85,0.037436225710763146,0.03740898323686499,-4.265846453130354,-4.268114018905563
86,86,0.0374479848392231,0.03740316707836954,-4.264425441703088,-4.268789290378149
87,87,0.03738056611000877,0.037400892886676286,-4.265247048252863,-4.269053358639667
88,88,0.03746042419801053,0.037410608443774675,-4.262408137611039,-4.267925346827279
89,89,0.03748145964495914,0.03740207027447851,-4.262402490795733,-4.268916643995221
90,90,0.03750991272096781,0.037404185259028486,-4.266894499008989,-4.268671069313515
91,91,0.03736405182130558,0.03740263828321507,-4.269792493605072,-4.268850690109503
92,92,0.03757723244195132,0.037407625074449335,-4.264948533638615,-4.268271695778659
93,93,0.03748164437327188,0.03740349431571208,-4.263387882484528,-4.268751294464553
94,94,0.03739185039837336,0.037403767634379234,-4.2681846741000395,-4.268719559366688
95,95,0.03748477968512122,0.03740390625439192,-4.265255429277954,-4.268703464251452
96,96,0.03749288349729223,0.037405399115462055,-4.264526746321145,-4.26853013251902
97,97,0.03743614302468054,0.037407399008148594,-4.266477824342921,-4.268297941669284
98,98,0.03745453217134033,0.03740523618302847,-4.266860008652442,-4.26854904979102
99,99,0.03745162640650248,0.03740145520944344,-4.268023794518028,-4.2689880629153905
100,100,0.03736935191086887,0.037402254186178506,-4.270465030002456,-4.268895289123816
101,101,0.03740059645827284,0.03740094994243823,-4.264805275326236,-4.269046733401135
102,102,0.03746873877712132,0.03740709333827621,-4.262549307954996,-4.2683334296435245
103,103,0.03742037014555685,0.03740529421912996,-4.265727372626069,-4.268542311499367
104,104,0.03743397985997888,0.0374049458064531,-4.266744169330753,-4.268582764170803
105,105,0.037493862710969966,0.03740789604030157,-4.263559383621514,-4.2682402373399135
106,106,0.03753217855065139,0.03740745429929934,-4.262343555383828,-4.268291522451547
107,107,0.037474240378006216,0.03740561988792921,-4.266728576572253,-4.268504499860749
108,108,0.03740553523308223,0.0374017716630509,-4.264813756869001,-4.268951317426929
109,109,0.03741584464754026,0.037407785850135905,-4.265039818939561,-4.268253030107339
110,110,0.03738898845370283,0.03740261514720164,-4.2651174531737555,-4.268853376509858
111,111,0.03739373431992285,0.03740533421698369,-4.267340074208843,-4.268537667547692
112,112,0.03739875835395351,0.03740412565438371,-4.263074952909744,-4.2686779899264815
113,113,0.03752651699271399,0.03740524402574489,-4.261943240379543,-4.2685481392104565
114,114,0.03748053116435857,0.03740171166627031,-4.2641910464778245,-4.268958284019816
115,115,0.0374676824460939,0.0374015652035412,-4.263637829309931,-4.26897529074939
116,116,0.03744621793787504,0.03740667061586129,-4.269551169177515,-4.268382507781684
117,117,0.03747851843225587,0.03740866874393664,-4.267014010870622,-4.268150529686045
118,118,0.03742687450241797,0.037410767454850044,-4.269373995556494,-4.267906887494831
119,119,0.0374641113136847,0.0374007711285039,-4.2656199238743255,-4.269067497069098
