,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,36186.59494688375,0.002291841554994646,62.1190492742639,-9.861977155501808
1,1,260.29691315960554,0.0017162901226823266,40.692077907762936,-11.117916021005476
2,2,6.052763191444233,0.0013854277479511342,24.358747025048192,-12.04798423583905
3,3,15.84942754516234,0.0011537147649122697,28.534865102924705,-12.84283854568558
4,4,0.0011090026969166914,0.0010403005780014944,-13.014923929099254,-13.29223465424839
5,5,0.0010035406160840438,0.0009543546506105677,-13.455712699550073,-13.666725110298838
6,6,0.0009117473412506743,0.000903138679476749,-13.869661572152147,-13.906278626415743
7,7,8.639447949549481,0.0008478236666537429,25.896532258274068,-14.180767696554089
8,8,0.0008537318094239868,0.0008413924768223966,-14.15075828466019,-14.213836806881204
9,9,0.0008382314513677481,0.000826158064515575,-14.235160529846647,-14.293191586418386
10,10,48.21428414795802,0.0008228619147925393,33.36095113115002,-14.310553432371584
11,11,0.0008164592958583506,0.0007975889694582867,-14.355249616644157,-14.446031660967392
12,12,0.029872928635030025,0.0007896749823550252,1.287765772119307,-14.489339258371155
13,13,0.000780471248345776,0.0007690940585330521,-14.554203327321137,-14.604028488896578
14,14,0.0007722503355627438,0.0007755431426247876,-14.590450313103439,-14.567763430579818
15,15,0.0007762568258709207,0.0007809286808448011,-14.57356047188123,-14.537709319354269
16,16,0.0007761821718454437,0.0007702969167822678,-14.574416954700935,-14.597241456689149
17,17,0.0007865599989074945,0.000767828250230339,-14.51001592313948,-14.611182184072698
18,18,0.0007636115073764063,0.0007663071094276873,-14.635250991840781,-14.619794504610436
19,19,0.0007661994673868583,0.0007639291549199506,-14.621388005233642,-14.633292202662528
20,20,0.0007576839386283891,0.0007575183929140238,-14.664824763803972,-14.669891230280728
21,21,11.505488607498394,0.0007407504630177037,27.139188124942123,-14.767103735963595
22,22,0.000732085413717156,0.0007366861130944208,-14.817917224333545,-14.790998219495625
23,23,0.0007392500458794079,0.0007319778118184523,-14.77652537110561,-14.818843885664634
24,24,0.0007403881730723012,0.0007258212702397845,-14.769877273365648,-14.855526141319011
25,25,0.0007227975551096588,0.0007307535147686538,-14.870999288466809,-14.826113923127252
26,26,0.0007259247610921558,0.0007239901797698909,-14.858244929499335,-14.866496297607528
27,27,0.0007235253759006941,0.0007216852942579671,-14.874425947275537,-14.880344494182427
28,28,0.000715945109835413,0.0007201309046266895,-14.919069410788694,-14.889708560165937
29,29,0.0007204470211476779,0.0007185346973863872,-14.8952847609436,-14.899345605493508
30,30,0.0007314629931982184,0.0007207492109094011,-14.82576503002811,-14.885981296248632
31,31,0.0007215242565263869,0.000727575149779257,-14.885495782701552,-14.845044478296277
32,32,0.0007152091705758777,0.0007197577690117454,-14.913381619525213,-14.891959438934082
33,33,0.00071852841443315,0.0007172638066358081,-14.91435545463271,-14.90703388463125
34,34,0.0007235559901299397,0.000710748819217674,-14.876853515471499,-14.946661583508158
35,35,0.000717939482521765,0.0007111342611575598,-14.904888537689182,-14.944307025471748
36,36,0.0007122318391188903,0.0007079704358291469,-14.942436028134939,-14.963671828664646
37,37,0.0007180402147794891,0.0007080176759413199,-14.90823738901354,-14.963382050524869
38,38,0.0007113356439675176,0.000694538126577084,-14.947002597709353,-15.046862139458987
39,39,0.0007205466534606344,0.0006965703428968003,-14.898023807692663,-15.034173251699375
40,40,0.00070121214837892,0.0007076572786134324,-15.00006396638653,-14.965593272439502
41,41,0.000705211579357994,0.0007075407131771115,-14.990521497973383,-14.96630870202862
42,42,0.0007176932797181545,0.0007045199714699074,-14.910788454007847,-14.984889963729247
43,43,0.0007075486775516465,0.0007030975968135815,-14.970044047512358,-14.993666916910424
44,44,0.0007015525971865762,0.0006995957718524886,-15.009778832105088,-15.015351291424437
45,45,0.0006943706947513232,0.0006983890351349194,-15.048465979373653,-15.022848929812156
46,46,0.0007057087873972799,0.0006899829420849288,-14.986628900839564,-15.075439510680058
47,47,0.0006980111650863336,0.0006983490954888495,-15.025222257972661,-15.023097302324109
48,48,0.0006899408301213737,0.0006912381504662335,-15.079775386286547,-15.0675460571751
49,49,0.0006877494449055149,0.0006890832906049725,-15.096018283625277,-15.081105862586092
50,50,0.0006756316318378313,0.0006910711159243396,-15.167824666116061,-15.068595636772788
51,51,0.0006851961460569393,0.0006893831029485323,-15.112862174508967,-15.079216707375975
52,52,0.0006773914738567834,0.0006801540546707417,-15.153725772954337,-15.137750138050976
53,53,0.0006828968786423277,0.000681806508892853,-15.128187477418573,-15.127211622889732
54,54,0.0006905374118395764,0.0006835092116441382,-15.07784968751974,-15.11637933287142
55,55,0.0006718303673401399,0.0006764244416875666,-15.19317397406214,-15.161630133548098
56,56,0.0006768673840794981,0.0006691153853592512,-15.172409875960772,-15.208812892312434
57,57,0.0006635992394126568,0.0006681757482798084,-15.247028124363126,-15.214915965240767
58,58,0.000658509675557389,0.0006378767828113938,-15.28454387550118,-15.416455100529658
59,59,0.0006381691782735288,0.0006260612863115966,-15.424992247259855,-15.497654560196315
60,60,0.0006361997898754462,0.0006335586045966729,-15.43195616879386,-15.445955116021285
61,61,0.0006379322856952695,0.0006282742159735216,-15.421310769695026,-15.482330683348941
62,62,0.0006373121964831635,0.0006337335615075732,-15.42583423512421,-15.444755979413484
63,63,0.0006250844015403814,0.0006185176531097999,-15.5081241610368,-15.550302058720609
64,64,0.000619361961990134,0.000626478142007009,-15.553327622556754,-15.494763822693631
65,65,0.000625466182587918,0.0006227185919047578,-15.507891475611991,-15.52090472987212
66,66,0.0006084914700867436,0.0006418907432816923,-15.617797530074585,-15.38921192450453
67,67,0.0006375137468099056,0.0006444395617826989,-15.423844725519377,-15.372001115512576
68,68,0.0006385048624540958,0.0006319122989416906,-15.417416855895297,-15.457254970689513
69,69,0.0006390075432136655,0.0006351170136201146,-15.418637227347583,-15.435285583634531
70,70,0.0006385150793987835,0.0006365907121155607,-15.419911837409632,-15.42522007254102
71,71,0.000631185868375733,0.0006221728981472552,-15.47045691364991,-15.52471215894952
72,72,0.0006282455503902177,0.0006261751343692211,-15.490055096693753,-15.49686487571627
73,73,0.0006254833004408583,0.0006195004925278848,-15.504591317951848,-15.543406492172615
74,74,0.0006290614369718992,0.0006257331666634663,-15.471467849778438,-15.499931300686926
75,75,0.0006155296944120188,0.0006333951728026333,-15.57064510076076,-15.44707555984455
76,76,0.0006298247092288256,0.0006223807178780829,-15.482306561578545,-15.523261759995135
77,77,0.0006141379210358658,0.0006159027444051677,-15.58451019406461,-15.568701659408564
78,78,0.000617855086264959,0.0006112243159134921,-15.561752462483296,-15.601816820633228
79,79,0.0006177628847299932,0.0006093829579185694,-15.567048988808814,-15.61492000689438
80,80,0.0006146719313188235,0.0006166083836241773,-15.577391580847346,-15.56372879960155
81,81,0.0005988747621982445,0.0006005921811600657,-15.68509951568759,-15.678026311962078
82,82,0.0006067646816180847,0.0006100978628781281,-15.634341651662458,-15.609828015133711
83,83,0.0005995249033655933,0.0005947939169250036,-15.688936243748532,-15.720157869540255
84,84,0.000598857535731009,0.0005931042036727855,-15.698212297445357,-15.732513030705057
85,85,0.0005960151065289782,0.0005836181318093287,-15.714856764062098,-15.802535291480048
86,86,0.0005981470764249793,0.0005820788179622277,-15.704815862430658,-15.814005097563324
87,87,0.0005907990754289149,0.0005869539607757408,-15.752451155401694,-15.777782676179973
88,88,0.0005818727944099066,0.0005792026548940493,-15.814059370921631,-15.835517613397165
89,89,0.0005875384697892232,0.0005904233487518994,-15.76964814094422,-15.752187815424637
90,90,0.0005865793722590489,0.0005773550794018727,-15.784354573570445,-15.849393142476433
91,91,0.0005912447285828824,0.0005859040002657199,-15.756826518897276,-15.785558420433365
92,92,0.0005892227270602028,0.0005814277989740827,-15.768838802654521,-15.818865129806472
93,93,0.0005900237133808088,0.0005951267575207902,-15.757871680642497,-15.717728281737005
94,94,0.0005997760361180516,0.0006043666477413162,-15.690357467365956,-15.650818156287912
95,95,0.0006012068233289516,0.0006011799406750422,-15.682142328708427,-15.673778239806717
96,96,0.007646783811313859,0.0005797496476014586,-4.626206118917365,-15.831418118852019
97,97,0.0005864163857078199,0.0005833838306563465,-15.796351307247356,-15.80427917370962
98,98,0.0005893214562542967,0.0005789884537654487,-15.765701175231657,-15.837124021329911
99,99,0.0005913974129782087,0.0005762238380205082,-15.749311805716694,-15.85791084403444
100,100,0.0005785000703139135,0.0005780239313791849,-15.841800449035606,-15.844364857338908
101,101,0.0005852421859672927,0.0005796734047563453,-15.793369076445211,-15.831989296851244
102,102,0.0005882880395427154,0.000587230514563424,-15.77376776959004,-15.775736902476032
103,103,0.0005803254832628846,0.0005782785500693871,-15.822571936220884,-15.84245221777088
104,104,0.0005826671834622231,0.0005733891862052444,-15.812520282222843,-15.879328070709601
105,105,0.0005817564417963329,0.000575139723399556,-15.8210719157082,-15.866089409911464
106,106,0.0005743987657268983,0.0005771347450239485,-15.870154631546269,-15.851050844495859
107,107,0.0005847241455861895,0.0005920632668819867,-15.803497822736176,-15.740141880327265
108,108,0.0005807978021264192,0.0005828229232544178,-15.828992738351408,-15.808456803576423
109,109,0.0005886914435361233,0.0005805096405215169,-15.769038611342188,-15.825728687497323
110,110,0.000585258550721115,0.0005882231144871758,-15.790729282314679,-15.768402189112035
111,111,0.0005766949751390356,0.0005811644123720104,-15.851763302099451,-15.820832928123508
112,112,0.0005785029461924179,0.0005897344335129386,-15.836901063103737,-15.757258190339929
113,113,0.0005836150133094183,0.0005776935692043289,-15.812262515395837,-15.84684772141953
114,114,0.0005750791214708931,0.0005752953431127887,-15.867695062457498,-15.864914466881444
115,115,0.0005750798799707219,0.0005666295397340468,-15.878938735631149,-15.930830936410882
116,116,0.0005704948052130255,0.0005797701903104194,-15.898708104898647,-15.831264234720772
117,117,0.0005729782482676362,0.0005763733980098838,-15.884164201760633,-15.8567837707354
118,118,0.0005788420052171598,0.0005712339908840429,-15.838569804455302,-15.895682632809471
119,119,0.0005711716189908498,0.0005811152146442941,-15.893181525006545,-15.821200590107516
120,120,0.0005767403804149825,0.0005763059475851294,-15.863558397943763,-15.857292036063797
121,121,0.0005699163857852252,0.000578271174546037,-15.906261798458994,-15.842507609234367
122,122,0.000574929483376501,0.0005728233893597988,-15.874331041312457,-15.883615625619598
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125,125,0.0005805221279439776,0.0005729574507935659,-15.840540137398909,-15.882599338051392
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133,133,0.0005659461804526407,0.000564686762548885,-15.93311089791211,-15.945746981353961
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