,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.026139621901297077,0.025997305484978778,-2.8231388483403075,-2.8294351469579655
1,1,0.0260153303364503,0.02597469238466338,-2.83377072489293,-2.833214391823659
2,2,0.026034900380932178,0.02593504539445827,-2.8335689848899714,-2.8398483965999874
3,3,0.025946044814340846,0.025902072359856806,-2.841006372323143,-2.8453733985795453
4,4,0.02596956362813404,0.025882053630132424,-2.848782973432895,-2.8487311937033972
5,5,0.025963661616149637,0.02587620717914481,-2.847858426462195,-2.849712324589071
6,6,0.02592210525397173,0.02587218268921501,-2.8497589268616883,-2.850387829190067
7,7,0.025938551892171202,0.0258741121935217,-2.8501980164948804,-2.850063951673622
8,8,0.025958586119345782,0.025875223212336238,-2.8469745256180556,-2.8498774722389646
9,9,0.025935378904963276,0.025875873961731008,-2.8495106032799375,-2.849768250643019
10,10,0.02596099444271363,0.025872875985346343,-2.847759331787982,-2.850271452982602
11,11,0.025916218488794013,0.025871020692743753,-2.852930501998598,-2.850582888105077
12,12,0.025924067022566943,0.025874850487238484,-2.8507846223908793,-2.8499400315520833
13,13,0.025947144120624384,0.025872278958559036,-2.8485081862987736,-2.850371669298339
14,14,0.02595384332553013,0.025872186022369487,-2.8489208284052565,-2.850387269681609
15,15,0.025925291874974044,0.02587553348980452,-2.8484065483322785,-2.849825395013075
16,16,0.025912028516537136,0.02587261237204075,-2.8505133216169214,-2.8503157025616894
17,17,0.025905710616216215,0.025874121114611626,-2.849966918641855,-2.8500624542775252
18,18,0.025962443599842257,0.02587523262359594,-2.847711086546152,-2.8498758926361996
19,19,0.025954779352723938,0.02587483744872244,-2.847648591942696,-2.8499422199925544
20,20,0.025955653759007602,0.025872759128871717,-2.85102109244006,-2.85029106821082
21,21,0.025959624111959616,0.025871235093003826,-2.847689791213356,-2.85054689707668
22,22,0.02589690118797661,0.025873789955910883,-2.8538078345582294,-2.85011803928314
23,23,0.025916426336949634,0.025876049540544812,-2.850184761738446,-2.84973878201468
24,24,0.025920714914184257,0.025870668064606816,-2.8518032741893435,-2.8506420838745683
25,25,0.02596434816410861,0.02587510390501273,-2.8476425214314434,-2.8498974970446556
26,26,0.025910977485407258,0.025874163367246326,-2.852416099889301,-2.8500553622217097
27,27,0.025959569922427542,0.025875076161403405,-2.8515179000359847,-2.8499021536067874
28,28,0.02600053100625879,0.025877041840239576,-2.8491017014992486,-2.849572241129726
29,29,0.025926503516042355,0.02587532987327952,-2.849070941296208,-2.849859570107938
30,30,0.025981158018112183,0.025874685398057887,-2.8505179465233876,-2.849967740909831
31,31,0.025970924300016816,0.02587386161873215,-2.8503596895912637,-2.850106010614442
32,32,0.025924141662790605,0.025872888435658655,-2.847123145242877,-2.850269363110321
33,33,0.025898271518730625,0.02587075374628368,-2.8522390951711856,-2.8506277003968212
34,34,0.025901980486880874,0.025874782941843335,-2.8500092100966623,-2.8499513686729276
35,35,0.02596694453782642,0.025872610607429555,-2.8480652214476803,-2.85031599876716
36,36,0.025925196572830995,0.025872575021103808,-2.852149218954829,-2.8503219722484463
37,37,0.02596571989664712,0.025871215584246737,-2.84780240273038,-2.850550171968163
38,38,0.025938674001042376,0.025875885039567947,-2.8481245882075705,-2.8497663913657507
39,39,0.02590460764224996,0.02587342723027656,-2.851068708417231,-2.850178923616636
40,40,0.025907847511860514,0.025874971461139228,-2.847523172941266,-2.8499197268261662
41,41,0.02595507226807555,0.02587479058849184,-2.849239636847354,-2.8499500852238
42,42,0.02585584614617923,0.025875042339688854,-2.852485247191459,-2.8499078303412273
43,43,0.02587898275286881,0.025874806862128407,-2.8522606138871733,-2.8499473537820452
44,44,0.025908622449052704,0.025872341994392246,-2.8514434454489486,-2.850361088057615
45,45,0.02595438982945742,0.02587230846677956,-2.8487409493545317,-2.8503667160238106
46,46,0.025887777760010406,0.02587531330554109,-2.844999329888873,-2.8498623508569048
47,47,0.02593967105386798,0.025871993777783292,-2.8501136936872307,-2.850419540272537
48,48,0.025924132061526946,0.025875645150479517,-2.8483856821058944,-2.8498066539461977
49,49,0.02590184543550629,0.025876788814601145,-2.848791137466545,-2.849614706638911
50,50,0.025971265164079126,0.025875407320104148,-2.8444271961021608,-2.849846571364191
51,51,0.02589124381619016,0.025871782612643744,-2.8480226310281997,-2.850454987184716
52,52,0.025987706944039186,0.025877529853268674,-2.8470094597564524,-2.849490338658619
53,53,0.025955777135245578,0.02587946543568059,-2.8478966101288368,-2.8491655080704192
54,54,0.025958234981931363,0.02587393014446685,-2.851374259065776,-2.8500945085396925
55,55,0.025948687331731786,0.025874104939009015,-2.84627482723958,-2.850065169336762
56,56,0.025859085919777144,0.025872140730682173,-2.8498314977849866,-2.850394872420349
57,57,0.025977924197297737,0.025875142530391092,-2.8481075812198657,-2.8498910140654097
58,58,0.025972919192971643,0.025874484722551546,-2.849785576831791,-2.85000142348478
59,59,0.025949344960684628,0.025875680344669444,-2.848376232074232,-2.84980074698929
60,60,0.025932981354213253,0.025874979303855645,-2.8490721628806828,-2.8499184104776814
61,61,0.02592986541771397,0.025874560012629156,-2.847299955026857,-2.849988786318078
62,62,0.02595612761977407,0.025873078033328056,-2.8472395636654984,-2.8502375379354437
63,63,0.025892814870962164,0.025872346111818365,-2.851970362458616,-2.850360396904374
64,64,0.02592891771538356,0.025873998278065732,-2.85069243951865,-2.8500830723153148
65,65,0.025910349850802077,0.025873539185053425,-2.8502770841136646,-2.850160131658312
66,66,0.025918939275686274,0.02587125636637211,-2.852252064243098,-2.85054332596667
67,67,0.025908840052092198,0.025876031012127276,-2.849748549307225,-2.849741891759992
68,68,0.025932551697664653,0.025872752266494853,-2.850636128947557,-2.8502922201145604
69,69,0.02601511862858669,0.025875519372914966,-2.8457232687177565,-2.849827764389889
70,70,0.02593227713992915,0.02587563220999743,-2.847193902079879,-2.8498088258655203
71,71,0.0259108307780986,0.02587286353503403,-2.8486069145537574,-2.8502735428558883
72,72,0.02589266217246498,0.0258750319480896,-2.850748141598073,-2.849909574498806
73,73,0.025935848118718137,0.02587392426242954,-2.8502329558477317,-2.8500954958410514
74,74,0.025959316122624063,0.025875038222262736,-2.8463799636695852,-2.8499085214224484
75,75,0.025981185439321184,0.025874608441403036,-2.8500525204008786,-2.849980657743305
76,76,0.02589280425196456,0.02587494126668102,-2.849716030153679,-2.8499247947715562
77,77,0.025932953260915794,0.025873336646901935,-2.850590561851438,-2.8501941283779795
78,78,0.0259476941578167,0.025872168768393367,-2.848052716320619,-2.8503901659614646
79,79,0.025960498172597785,0.025877454759258973,-2.848757763670595,-2.849502941469452
80,80,0.025966010565303035,0.025875539469875787,-2.849471585255978,-2.849824391319121
81,81,0.02594438586960134,0.025874487173400428,-2.851818178655276,-2.8500010121180974
82,82,0.025918390275430435,0.02587364878701536,-2.8507575670058065,-2.8501417347060753
83,83,0.025945528055128363,0.02587422199155155,-2.8490655269052634,-2.8500455222191334
84,84,0.02596758695837763,0.025872856672657162,-2.850467818000641,-2.85027469475498
85,85,0.025971205751459624,0.02587600542526496,-2.849955755162765,-2.8497461861738467
86,86,0.025937941136587525,0.025874812352029902,-2.851438078920521,-2.8499464323322026
87,87,0.025958480620660734,0.025869920555698245,-2.847927037488182,-2.8507675710415477
88,88,0.025931675620761114,0.02587758406604591,-2.8492091457647772,-2.8494812403074725
89,89,0.025885184593114657,0.02587490313147244,-2.849993919276243,-2.849931195529219
90,90,0.02593857533845705,0.02587598924966235,-2.850305273462403,-2.84974890103537
91,91,0.0259695832147119,0.025874829507972066,-2.848140436336035,-2.8499435528027037
92,92,0.025933853629016384,0.02587594552651832,-2.848250901325804,-2.84975623939683
93,93,0.025911712097292094,0.025871092943768752,-2.8481885538000413,-2.8505707594078658
94,94,0.025922375068682984,0.025872033971704934,-2.849452405466846,-2.8504127932143213
95,95,0.025926753456137843,0.025872909610992985,-2.8513165828934572,-2.850265808684185
96,96,0.0259359472997717,0.02587363055269969,-2.8468315297527718,-2.850144795374299
97,97,0.025928680986626863,0.025873234397486636,-2.8499388975942748,-2.850211291392242
98,98,0.025924131427843545,0.02587483225292281,-2.84995929620554,-2.8499430920781617
99,99,0.025989213324699206,0.025873495657977304,-2.848403066263458,-2.850167437804076
100,100,0.025941008471490182,0.02587489754353699,-2.847983391921324,-2.8499321334302348
101,101,0.025933049407970046,0.025877769546289193,-2.8485162558405186,-2.8494501119157074
102,102,0.025953059651188014,0.02587504812369221,-2.849372141033087,-2.849906859536841
103,103,0.02592865249007633,0.025874111213182147,-2.8502579184031616,-2.8500641162226747
104,104,0.025951704375215413,0.025875161647012358,-2.850448819313997,-2.84988780548789
105,105,0.025951742415422016,0.025875291443969075,-2.849618984299944,-2.8498660201319352
106,106,0.025904420686444055,0.025872713837184404,-2.8505399020453743,-2.850298670781152
107,107,0.025938083408112378,0.0258755481948978,-2.8513425682648346,-2.8498229269136037
108,108,0.025925516371720844,0.025874908327272062,-2.846810773339941,-2.849930323446001
109,109,0.025939983997455576,0.02587655314097279,-2.85166327387838,-2.8496542603189083
110,110,0.025937354787416066,0.02587434698484446,-2.847000888821762,-2.850024542354971
111,111,0.025920667560751905,0.025876089146262722,-2.85198800440565,-2.849732134735872
112,112,0.025946790045223284,0.0258732392991844,-2.847470526231925,-2.8502104686191565
113,113,0.025939142235468345,0.02587743534853584,-2.8489499812608,-2.84950619912102
114,114,0.025996321869879654,0.0258747795106549,-2.849310599444075,-2.8499519445797117
115,115,0.025917519556032012,0.02587319743868552,-2.8488004782547143,-2.8502174951063197
116,116,0.025938251161390972,0.025873722018379914,-2.8486732693633554,-2.8501294426892896
117,117,0.025923749931233444,0.025877608672568674,-2.8511150350615067,-2.8494771106824093
118,118,0.02590447472235591,0.025871607131863896,-2.852310087002938,-2.8504844442167143
119,119,0.025977852840706247,0.02587605669702354,-2.8472654683226644,-2.8497375808967167
