,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.006759410090360445,0.006549118993509757,-8.698015122576281,-8.829891990391891
1,1,0.006413686986935814,0.006240725639815393,-8.922438459289436,-9.039369902358539
2,2,0.0061236954121322365,0.0059585730594239735,-9.119225558046601,-9.240298117089887
3,3,0.005856103182184635,0.005703043682794822,-9.309506928851023,-9.430653823046388
4,4,0.005606083199381828,0.00547452672923866,-9.503612405654223,-9.60825499864808
5,5,0.005415117171276169,0.005272216237101115,-9.659137383425973,-9.77178866101499
6,6,0.005193681216117033,0.0050752565607820686,-9.829261119051006,-9.937140791185005
7,7,0.005016026130310961,0.004896486815261214,-9.98408214688386,-10.092874909846314
8,8,0.004858050101734314,0.004739128935493921,-10.124705494882845,-10.234735558783168
9,9,0.004719849229435024,0.004591250645094796,-10.26095547082761,-10.372410780323236
10,10,0.0045475724738897735,0.004450406045898011,-10.405139368910742,-10.507724434820162
11,11,0.00441428453939938,0.004330644261484083,-10.541150966533962,-10.62619570105201
12,12,0.004305030732924484,0.004219996497819298,-10.644791751249185,-10.738599898660748
13,13,0.004199741192200442,0.0041144929434123794,-10.759781622915694,-10.84855758585029
14,14,0.004083543598229431,0.004023959786680184,-10.876726105268217,-10.945184484454773
15,15,0.004008539251445495,0.003942705016877306,-10.96284935776094,-11.033777949219319
16,16,0.003940973411669436,0.0038750559630754745,-11.041157041418376,-11.108941014919065
17,17,0.0038757777686432467,0.003808777558764345,-11.108306347426558,-11.183864707861071
18,18,0.0038504768378994207,0.0037667617740991866,-11.13990156844238,-11.232039259492083
19,19,0.0037802126325820525,0.0037352419213244788,-11.216390406994876,-11.268533452873587
20,20,0.0037362955356996085,0.0037076827873917004,-11.268777382091413,-11.300695096206095
21,21,0.0037287671512626496,0.003688962284573599,-11.271573225681468,-11.322678653219231
22,22,0.0037211858518613676,0.003682508353928202,-11.284917437019713,-11.330283396748783
23,23,0.0037177415617463206,0.0036861924454569817,-11.281841365525693,-11.325940756713184
24,24,0.0037171077295254495,0.0036840014478289767,-11.281203899767846,-11.328522882018198
25,25,0.0037186378637117518,0.003692625592903871,-11.287180274429844,-11.318368050269388
26,26,0.003723694155587978,0.0037022707248596767,-11.279472882794778,-11.307039074767992
27,27,0.0037282707275265886,0.0037009650228643103,-11.27447701111846,-11.308570997286203
28,28,0.0037492745311105066,0.0037125372450406615,-11.251561417571796,-11.295012611155396
29,29,0.0037583117733335065,0.003715790783692347,-11.24002817026415,-11.291208271960965
30,30,0.0037428152113768856,0.0037179065525139634,-11.253173599303617,-11.28873610580336
31,31,0.003752250250755358,0.0037237973025950944,-11.251943904106934,-11.281860473989267
32,32,0.003748485216025993,0.0037244878660299277,-11.252922974362196,-11.281055166772314
33,33,0.003769931263415162,0.0037291890353356536,-11.23540735985765,-11.275576817802484
34,34,0.0037606881917022247,0.0037262688979114358,-11.228580025889453,-11.278978888194256
35,35,0.003752717073795568,0.0037297892114637713,-11.244794065822143,-11.274877919984178
36,36,0.003755305704094239,0.003739243373274803,-11.242155958307372,-11.263883477392602
37,37,0.0037545106234509,0.003733840293103927,-11.23896774816245,-11.270163423977227
38,38,0.0037639580676620153,0.0037410439751846226,-11.227603929025307,-11.261792671378837
39,39,0.00377420963930715,0.00373639291348426,-11.227284146463115,-11.267195406893793
40,40,0.003787630156028209,0.0037393094849233564,-11.21305000886827,-11.263806692686519
41,41,0.003758128970074131,0.0037384371542812963,-11.240604617158185,-11.264819961534048
42,42,0.003763940031688238,0.0037370744087782347,-11.237599045114345,-11.266403352459957
43,43,0.0037491259755585917,0.003737255122120443,-11.252852662721079,-11.266193346179076
44,44,0.0037578224281290757,0.0037407367367689546,-11.233834752411331,-11.26214935638142
45,45,0.003763536176135399,0.003736852778513965,-11.241556166487957,-11.266660922003815
46,46,0.0037799898112557597,0.0037319746824275505,-11.222350740213582,-11.272333915589062
47,47,0.003748051692568457,0.003728075345095835,-11.248911474801329,-11.276873994634695
48,48,0.0037637051223710027,0.0037208568476336567,-11.230478326473662,-11.285291186564159
49,49,0.0037582252347438607,0.0037139016816294507,-11.235261382350831,-11.293416779575992
50,50,0.0037268398752071195,0.0037081499559510696,-11.266306529189674,-11.300147919011724
51,51,0.0037415855463363767,0.0037016824230943855,-11.255396447341756,-11.307729236377046
52,52,0.003728103667939293,0.003697933175748116,-11.270589818695363,-11.312130215188354
53,53,0.003726617658760437,0.0036778151376270934,-11.276208256133701,-11.335821844129597
54,54,0.003698437337850019,0.003670470066074478,-11.300295586246996,-11.344503938028883
55,55,0.003697728361339145,0.003659560994588231,-11.308510347278633,-11.357430903843682
56,56,0.003668351326925085,0.0036521281581372023,-11.347142585440563,-11.366260712934606
57,57,0.0036575448478466457,0.003640495939180255,-11.351863404532487,-11.3801152945563
58,58,0.0036724629672724254,0.003628293027807223,-11.340889899555645,-11.394697261581047
59,59,0.003674763514055419,0.0036182125515647626,-11.339760205279346,-11.406780045435989
60,60,0.003668621561691626,0.003615533835009525,-11.354644287076285,-11.409996502882873
61,61,0.003650126030630211,0.003618526419526652,-11.366366477845482,-11.406403325688254
62,62,0.0036426472703244574,0.0036155790899341043,-11.376215961755856,-11.409942143438546
63,63,0.0036704424485449016,0.003612124152775658,-11.348510173499893,-11.414094113178122
64,64,0.003629129867251847,0.003609289893096215,-11.385938374040203,-11.417503150229447
65,65,0.003665470808610013,0.003621969041169474,-11.351319738801763,-11.40227346550523
66,66,0.003663358984265438,0.003625210864763511,-11.346636830079873,-11.39838807502128
67,67,0.003657797699525338,0.0036383140219473525,-11.35604971682271,-11.382719002161423
68,68,0.0036832502702270277,0.0036498209657637695,-11.32075650335529,-11.369005188232403
69,69,0.0036840753404173963,0.003670391455096634,-11.323428240940485,-11.344596952489919
70,70,0.003695909821994833,0.003684984471060728,-11.30728596217792,-11.327364183732264
71,71,0.0037119161294408374,0.003708933406558476,-11.293739035337735,-11.299230447115356
72,72,0.003755466057198871,0.0037315410169723785,-11.250097019131253,-11.272838606734549
73,73,0.003751223287593151,0.00374334881474313,-11.249791605815194,-11.259117827442473
74,74,0.0037896816532329188,0.0037633317008026338,-11.208705416853618,-11.235995815976311
75,75,0.003797479249901839,0.0037830761927915247,-11.188442196924397,-11.213269921467099
76,76,0.003815734139691616,0.0037988204214917986,-11.175204479142947,-11.195233164116335
77,77,0.0038252752034243233,0.0038157930156510127,-11.163340363207288,-11.175872716590272
78,78,0.0038723637465118746,0.0038264436573770487,-11.115883507491617,-11.163767574802797
79,79,0.0038711370938678377,0.0038429533474539455,-11.112929343521394,-11.145069681424237
80,80,0.0038873016085360468,0.003854629559148299,-11.092237803186826,-11.131894329475129
81,81,0.003876262469236384,0.003861478493107777,-11.105394868985732,-11.124184600719314
82,82,0.003903231115474068,0.0038710135329318674,-11.078159747450426,-11.113473908059595
83,83,0.0038885240054199683,0.0038805742331437373,-11.090986262352436,-11.102760847520441
84,84,0.003897446349320799,0.0038777832186927923,-11.075819743792422,-11.105885535277537
85,85,0.00390264673216134,0.0038700552142568326,-11.071654272980814,-11.11454919243748
86,86,0.003890689231992997,0.0038840949510861385,-11.078445944477364,-11.098822422216719
87,87,0.0038910945493382276,0.003882414845161532,-11.084382129688496,-11.100701414872605
88,88,0.0038693644917694872,0.003880606829433849,-11.106962256426804,-11.10272436753418
89,89,0.003896395416603875,0.003883446664794495,-11.078690435531456,-11.099547354695309
90,90,0.0038781446793606294,0.0038749099782619035,-11.093837064453538,-11.109104629570956
91,91,0.003852961882564825,0.0038684303504659943,-11.12223665951571,-11.116372984399545
92,92,0.0038863716757443455,0.003871162801882938,-11.09347672685679,-11.11330644434145
93,93,0.003883047137390246,0.0038691779941712554,-11.093440358832094,-11.115533713342721
94,94,0.003899095968832982,0.0038662647068696586,-11.081060968847765,-11.1188049538082
95,95,0.0038837240408798775,0.0038576030025356694,-11.096711234517105,-11.12854549343046
96,96,0.003889304484941603,0.0038579144564114118,-11.088439469646815,-11.128194868341746
97,97,0.003872540654595365,0.003863164946730984,-11.111218194552377,-11.122288286617865
98,98,0.0038794174300717937,0.0038495726368733144,-11.098659793892715,-11.13759561741894
99,99,0.0038700976586641418,0.0038455302189839514,-11.107763442575656,-11.142158519246967
100,100,0.003867555692907154,0.003841719283771358,-11.12034246303249,-11.146464528226417
101,101,0.003846931393671128,0.0038466349881338445,-11.13358319214795,-11.140911028752534
102,102,0.0038550363219890397,0.003838854020853576,-11.133974792198194,-11.149704827831057
103,103,0.0038418176310309735,0.003826231401609747,-11.145713795467305,-11.164008487967942
104,104,0.003848498550330087,0.0038303182778978034,-11.128375596114761,-11.15937217510383
105,105,0.003854147888259175,0.0038180729545848934,-11.134959609816901,-11.173278579016042
106,106,0.0038348348984091553,0.0038271439016649596,-11.149079349251672,-11.16297288282671
107,107,0.003834801089959507,0.003819525621733383,-11.151055316204967,-11.171626527450528
108,108,0.0038329699105515923,0.003805870753958037,-11.15599592857656,-11.187180446938767
109,109,0.0038513086121721367,0.0038133659277503427,-11.135665878094827,-11.178635985584233
110,110,0.0038400836788194696,0.0038128750227195652,-11.150116578686438,-11.179195100743812
111,111,0.0038192479237530034,0.0038039896906794687,-11.169637928594362,-11.189327491354561
112,112,0.003824770428989198,0.0038015428979537988,-11.164395175465014,-11.192121848234626
113,113,0.0038192422302036557,0.0037927985387413124,-11.175035383056592,-11.202123054168569
114,114,0.003820253082445448,0.0037967197866620203,-11.165560632606686,-11.197635347801299
115,115,0.003802280750644115,0.003795505182719544,-11.187675831063606,-11.199024916199342
116,116,0.003806622890928357,0.0037967111841824496,-11.18057817188139,-11.197645187910263
117,117,0.0038037965141390403,0.00379022078490571,-11.188704548701569,-11.20507571527056
118,118,0.0038222822687137372,0.0037922146852667395,-11.16065957034894,-11.20279164718287
119,119,0.0037862596020448148,0.003786382976135141,-11.199091841361902,-11.209475415629125
120,120,0.003804354129128696,0.003784243385062406,-11.182947674458658,-11.211930199624067
121,121,0.003813984607029514,0.003788383726618792,-11.17304185964324,-11.207181180178662
122,122,0.0038034438717265413,0.003785287973618037,-11.183678669683108,-11.210731554616988
123,123,0.0038132307470113654,0.0037822118274083265,-11.176277505067851,-11.214262320214914
124,124,0.0038301969287897818,0.0037871246642776227,-11.162737120978383,-11.208624789779396
125,125,0.0037926899067596675,0.003787122581056074,-11.194741732924914,-11.208627178747152
126,126,0.0038202685044751955,0.003784536935487076,-11.174656207004109,-11.211593322811002
127,127,0.003796292137661853,0.003784133844371689,-11.192532763798383,-11.21205591459858
128,128,0.003801038563155483,0.0037786626428561775,-11.186319861387066,-11.21833960356496
129,129,0.003801019341425644,0.0037808789577531187,-11.189104127531378,-11.215793064612381
130,130,0.003786177765674044,0.0037798345162484205,-11.202112784786323,-11.216992938636455
131,131,0.003802180902302726,0.003784017000151308,-11.184141369752911,-11.212190015520193
132,132,0.0038041917285545892,0.003780686014674996,-11.189804393014457,-11.216014696283796
133,133,0.003798901156243897,0.003779047193299783,-11.186883631104312,-11.217897649217846
134,134,0.003802562422915986,0.003779074140383225,-11.190714194923592,-11.217866681285141
135,135,0.003795855488992997,0.003781436930263513,-11.19429488886241,-11.215152191138312
136,136,0.003807721964381251,0.0037784347996899954,-11.176926443319026,-11.218601479319757
137,137,0.003801137734607784,0.003780599720285911,-11.187184298361805,-11.216113825395732
138,138,0.0038168299151104443,0.0037778071740544156,-11.172425819908764,-11.219322934116484
139,139,0.0038225363757576525,0.003781288090210996,-11.167541199105067,-11.215323135905779
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141,141,0.0038031655382941066,0.003777203260381755,-11.18583428726498,-11.220017245205575
142,142,0.0037976258587975476,0.003774444768695455,-11.195515139750377,-11.223190056667146
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150,150,0.0038072534563192693,0.0037695254248223805,-11.182034542452662,-11.228854035041069
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179,179,0.0037868620933407975,0.0037662842016863195,-11.203477043778193,-11.232589918719604
