log.log

epoch,loss,val_loss
0,0.003468182335275,0.2768815686572522
1,0.00389289830728049,0.2727707562874107
2,0.0020623813747448483,0.2657647019735752
3,0.0013373115111868362,0.16444727837985668
4,0.0014597174557606529,0.10304581347938017
5,0.0012828080802332405,0.11143064845953352
6,0.004786973753022279,0.27808216753182935
7,0.0025089954420255355,0.234086708094065
8,0.0032869404157738168,0.17963715608482464
9,0.0011505385280114512,0.10896322873438924
10,0.002025662056805503,0.1112464007939427
11,0.0011421949579930506,0.08325886751722114
12,0.0010464723295583196,0.08648449429400408
13,0.0007310518165292263,0.09566037272183726
14,0.0008497466027196863,0.045514471251562306
15,0.0007492982011740859,0.2881989615700709
16,0.0007278678440208325,0.0714812006514806
17,0.0015141374890903477,0.09114355327597318
18,0.0011966329741665877,0.09948295379559008
19,0.0008642120900952943,0.23280444984825757
20,0.0009338959448182218,0.18822676797594445
21,0.0007362800315964989,0.17382264671524844
22,0.0007805328591375468,0.22707785674854397
23,0.0009592275225510102,0.18586287678470118
24,0.0008407195472150138,0.23799667504096692
25,0.0006034909154673892,0.2488470785964567
26,0.001016399703587086,0.16250443933173442
27,0.0008051966723528062,0.18243370755539778
28,0.001183526916677407,0.1398031303506846
29,0.0008536398399364841,0.22187636730690988
30,0.000957834208068535,0.15458752317354083
31,0.0008187279499080919,0.1540047248897071
32,0.0007053843751499157,0.1326829285038492
33,0.0007761622855737994,0.1587187675938297
34,0.0007093515667048925,0.17226371504008198
35,0.0007797932426002782,0.16240363444309108
36,0.0005787669498414146,0.09489807963657837
37,0.0010601356237119838,0.1526023940147402
38,0.0008638033743964407,0.07630295978966527
39,0.0008749318702811688,0.16842541285217383
40,0.001053022960700148,0.15526861744001508
41,0.0008522929431673074,0.16740386978579827
42,0.0007631750684081971,0.15068658804700066
43,0.0008037456782636804,0.13495135639006128
44,0.0007530873868393214,0.11976822388644975
45,0.0008006708527062838,0.1465789527954677
46,0.001127779824257292,0.08308812841558112
0,0.003720127920177955,0.2651258662609157
1,0.004055867086386026,0.2934829766665084
2,0.0027704409874688934,0.29291581120342014
3,0.003113348532452581,0.29954327405340825
4,0.0033946695639136704,0.3013935746723571
5,0.004047673421290662,0.3034922711667605
6,0.005035036072994203,0.3051178209573174
7,0.0048763856777251195,0.30383963798745894
8,0.005228726652303103,0.30424830856321095
9,0.004586016070792386,0.3041843519850562
0,0.004242626884044366,0.30387375099906844
0,0.0031228986532647173,0.2796021264601642
1,0.003806449062882389,0.2597241724389068
2,0.0020947271593645053,0.28530421529207023
3,0.0030538082308033004,0.30781447282419183
4,0.0024828753883662886,0.2938622679234518
5,0.003599567898219268,0.3024670422032404
6,0.0038471905919326083,0.3007344288742528
7,0.003685942906353745,0.30359894600786413
8,0.0038207651418676273,0.30237908495876653
9,0.004312324774602906,0.3032037250187176
0,0.0033662620009276365,0.2769256847171793
1,0.003313256056460336,0.28889853124520204
2,0.0037242778131968963,0.2929554048312219
3,0.004695454297201287,0.3030131555207145
4,0.002228550044208295,0.298687904201842
5,0.004273942687898946,0.30450599130887823
6,0.0025322580528447216,0.2996847884210113
7,0.009190634296312483,0.35371737687024646
8,0.0026584470216694713,0.1630844063913593
9,0.0021153071674580213,0.22139891254572341
0,0.006859580393936026,0.2896094814292155
1,0.007113066511252586,0.2981088968414742
2,0.004858413658721788,0.30145438422914594
3,0.005956271242946052,0.3016862618181711
4,0.007757669641748992,0.29871751486341686
5,0.004305562170583091,0.30064472070035453
6,0.006262633256853486,0.30150017594524586
7,0.0067097060649011905,0.3427975999764525
8,0.029144491069495803,0.3422636700937381
9,0.01932609933854104,0.2964075847940806
0,0.0032652301185958424,0.280444297404924
1,0.003926812213877345,0.28949400484920124
2,0.003506278803818521,0.2910712020391097
3,0.004182626365771674,0.29555813025307054
4,0.004453141862286708,0.29587902796875615
5,0.005099165306801018,0.3036085856693367
6,0.004719856056097993,0.3016296704398253
7,0.002851041634330892,0.30472127014072614
8,0.0025074055555726763,0.3032694057794288
9,0.0034242343447804997,0.2069792432218002
0,0.0034403685997883094,0.2843217022983411
1,0.003076456931854632,0.273574325021428
2,0.0017393839277762755,0.26608790078048167
3,0.0015910051454214565,0.2553681257928614
4,0.0035305166785463134,0.2740334594314425
5,0.0038257681428281645,0.29201163869897406
6,0.003515864331672057,0.29975496736229756
7,0.004436271510981004,0.30480376024766326
8,0.005168151499261055,0.3074887429238655
9,0.0025802080671456186,0.3042377730535988
0,0.003597534722863982,0.27988587297239487
1,0.0030940200340497347,0.29106492604366324
2,0.0022814417314352916,0.2864339253506981
3,0.00408980895676957,0.2781302166887774
4,0.0024876571200805084,0.2956257459837406
5,0.00405993004551942,0.30952295540796165
6,0.0031718746603625427,0.2980352360773115
7,0.00580340068327951,0.2986110523737107
8,0.002158811453356759,0.20688859411389926
9,0.0017621133681578085,0.14632328295847402
0,0.0038908553795825225,0.2899061013223568
1,0.0034499437628903837,0.2971932873658191
2,0.003901807485375148,0.2973650848260149
3,0.005634766352278553,0.30039182852935764
4,0.004111318963634379,0.301937554925322
5,0.004291225326231741,0.30401544798917784
6,0.0037580516615569205,0.3060277135236762
7,0.0033805345655927447,0.2978579620727732
8,0.0030970924256950266,0.3068017458793922
9,0.0036518166401724363,0.3049427164808059
0,0.008895038683351293,0.29031630273003917
1,0.007825162489821213,0.290711129106617
2,0.010813464523825771,0.3081190120787002
3,0.02803386923931096,0.3416616979556588
4,0.024437954020023318,0.28208832330464456
5,0.008187692568896716,0.3012623101248979
6,0.009904450794174043,0.3011091132325908
7,0.015381122047729755,0.39015466259935727
8,0.009829695072827972,0.40948735541449144
9,0.03451769820888973,0.40176336877048013
0,0.00480399501666537,0.27916692296981077
1,0.0034235082255767604,0.2907487324210636
2,0.0027515664420486676,0.2911934908931681
3,0.004110633671722286,0.29165168530083835
4,0.003438124006808923,0.29477939540475534
5,0.0032078226606621495,0.2961437726644083
6,0.00321501141979752,0.2998495505012285
7,0.003117115799914489,0.2980397298269404
8,0.0027558135377934363,0.2924170619682767
9,0.002204296516033903,0.267862611313243
0,0.004354957859085764,0.28811324988670933
1,0.0032257415210495944,0.2834735599789733
2,0.004788334517951245,0.2927103054884356
3,0.0050206689839706435,0.3090584426169069
4,0.004606019824987921,0.309151248795052
5,0.005873852976025401,0.303767900076659
6,0.003929639758573131,0.30702663067585
7,0.003548008064820027,0.3052741946724172
8,0.0058830855425457095,0.3020013983710669
9,0.003696267542765565,0.30222702040516125
0,0.0036500736807886674,0.2748160894528085
1,0.0027435483462513416,0.2661081314821226
2,0.00165642314032415,0.2153517337269687
3,0.0014436167052522546,0.27675895483049456
4,0.0011247187924402929,0.2316230960861923
5,0.0010910962882899951,0.23665117829402263
6,0.0009450929432853303,0.20365596712273634
7,0.0007121927260322469,0.23282549269385458
8,0.0011014437672201022,0.23008554960274175
9,0.0009724833709150033,0.23304880601868858
0,0.0034771576913516728,0.3311252983304887
1,0.004063141607894137,0.29063517393078653
2,0.004435586999269447,0.2974769027151454
3,0.003609931181996788,0.3015037056300431
4,0.004443608752129723,0.3028982413601345
5,0.004871697348899007,0.3029629020109916
6,0.0032603122593563164,0.30347050899514355
7,0.004548081762254087,0.3022848768491083
8,0.0027963508731027173,0.298740917030507
9,0.0035532556803010333,0.30196404188262443
0,0.003227580936125594,0.2665415849310543
1,0.005009041756781465,0.28702135528258693
2,0.0035498544964176633,0.2789682646358135
3,0.0018549132623073936,0.2069083587235162
4,0.002806678374872369,0.2503256820876581
5,0.0011466474432249385,0.256724717160866
6,0.0014276203586444448,0.28514641369692983
7,0.0015972511429537283,0.27399325870389407
8,0.0014299872831555521,0.2709508112685468
9,0.0008377701663303049,0.2550638267371911
0,0.003763740283536393,0.28743863442751505
1,0.0038072840394477443,0.27957112033808906
2,0.0029044422619259156,0.29115729386640643
3,0.004122937110651908,0.2935795150486788
4,0.004067483177012078,0.3223457260308071
5,0.0062036219450074615,0.3003269466374499
6,0.00314750319025943,0.3029231922960697
7,0.003643149545272818,0.30536867840072285
8,0.004003210023693866,0.306638445558313
9,0.003586230242528605,0.3089354439925116
0,0.004540657237431555,0.27834654926991786
1,0.003063442665610623,0.2855704738536868
2,0.003593416911781052,0.29658232879323454
3,0.0028328467341421416,0.293245239470763
4,0.0049786751181593435,0.2931689738309405
5,0.005647496136665988,0.30257542627917317
6,0.0027549789054652917,0.30381330677863355
7,0.00432673748021006,0.3047729725304704
8,0.004720250806591484,0.3027318011718587
9,0.003373227137252174,0.30038842934344967
0,0.011701647111570021,0.2976073504407675
1,0.008983436636260972,0.29831030238867523
2,0.010383165196790016,0.31175941839241067
3,0.017242176555244484,0.2900471528062973
4,0.008651755566245312,0.29267625240564277
5,0.007208716345212637,0.2943254451562937
6,0.008806760988054486,0.29228540631682753
7,0.0063589783505337795,0.2967512371717021
8,0.009054113801939507,0.2925409396040218
9,0.019097558190565155,0.29766931200238805
0,0.003371197801292618,0.2921122111044287
1,0.004155727762638635,0.2885452610881587
2,0.004770766677821028,0.292028774584357
3,0.0059677805691263665,0.29597951388389515
4,0.0062254180852601496,0.3051356160637135
5,0.008202941213663956,0.30695299094614503
6,0.005448790274741263,0.30329460952108583
7,0.005512308188854741,0.3029543981126223
8,0.005507788707967642,0.3020491654169746
9,0.00588477276402778,0.3002192990693192
0,0.006392710664115898,0.283029411487447
1,0.007571584593859307,0.2887264444790512
2,0.007455408627002913,0.28603360141367795
3,0.012008433691209637,0.28619530955732514
4,0.008799664023733255,0.2955123635241762
5,0.014232708943937388,0.2938475582820292
6,0.005290638375028818,0.29586263295316784
7,0.00785035690925247,0.29036452928737094
8,0.00612952962135653,0.29231420326440666
9,0.012639060189694542,0.2964044480960673
0,0.0033866485389318483,0.280062497693311
1,0.0036502985433684047,0.2797986622350156
2,0.004000489556179756,0.289892451333491
3,0.0049578835018827955,0.2904704857492246
4,0.0037842031098390175,0.29759182330632866
5,0.0035870729304277337,0.3033415786178711
6,0.004758977032371947,0.29819142638723584
7,0.004520777462729235,0.30727254186864367
8,0.004136939097595038,0.30677187329050726
9,0.004910307798045289,0.3007101414134153
0,0.0036822152712825493,0.2710968119779584
1,0.0029247634424321186,0.29141366802952967
2,0.0035876554989219193,0.29280918998813904
3,0.0023391018874487435,0.24907369394876205
4,0.0012644522691962648,0.12704218180330756
5,0.001147088408942063,0.205748612451582
6,0.002588511123618425,0.27211709113863225
7,0.0017145114144929312,0.2137172783071247
8,0.006040249668298058,0.20485022990883758
9,0.0012129724995906706,0.11487052429001779
0,0.0037924928337789666,0.2813405070328512
1,0.004096259367996103,0.34201159615678567
2,0.0029198290842338943,0.2870547832614438
3,0.002089479730007582,0.25053932267317297
4,0.007985090562269204,0.30352152713144626
5,0.005631230277757844,0.30021484810679866
6,0.005420551695098097,0.30230736294044896
7,0.005624300137766685,0.30405308520242286
8,0.00597668810199825,0.29607769254586086
9,0.004574661103418213,0.29951745904086585
0,0.0029921019462392233,0.27668527966374173
1,0.003159667254312041,0.2858725505986233
2,0.0027728508404174087,0.27641074643582286
3,0.003547726661179632,0.2951653261010786
4,0.0034984841515666157,0.3032878244112138
5,0.003995625786294141,0.29695386887268305
6,0.004705801490407623,0.3023241329579972
7,0.0028909761126565225,0.30270052678399506
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4,0.002701213435431845,0.30140810961064957
5,0.0035631827575071974,0.3031486341264099
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1,0.005321731927066572,0.297472083568573
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8,0.009035283940971642,0.3934759624875509
9,0.0243819762202317,0.2823948113415659
0,0.005157572240897649,0.29197747422149406
1,0.00367301341606665,0.28505799121989045
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4,0.0028246386836636,0.3010968394935704
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