songs-lyrics-generator/RNN/trained_models/beta_gru.log

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2023-05-29 10:46:37 +00:00
epoch,accuracy,loss,precision,recall,val_accuracy,val_loss,val_precision,val_recall
0,0.04057013988494873,6.308282375335693,0.0,0.0,0.043287161737680435,6.523462295532227,0.0,0.0
1,0.048344798386096954,5.989780902862549,0.0,0.0,0.04688332602381706,6.566540718078613,0.0,0.0
2,0.0524480901658535,5.830344200134277,0.0,0.0,0.0443526916205883,6.663118362426758,0.0,0.0
3,0.06198130548000336,5.676827430725098,0.0,0.0,0.05207778513431549,6.725044250488281,0.0,0.0
4,0.07398266345262527,5.535449504852295,0.0,0.0,0.0506126806139946,6.765126705169678,0.0,0.0
5,0.08487335592508316,5.402733325958252,0.8999999761581421,0.000277666375041008,0.04981353133916855,6.815914154052734,0.0,0.0
6,0.09382037818431854,5.279976844787598,0.9615384340286255,0.0015425909077748656,0.044885456562042236,6.920517921447754,0.3333333432674408,0.00013319126446731389
7,0.10526640713214874,5.16630220413208,0.9461538195610046,0.0037947737146168947,0.0490143857896328,6.962957382202148,0.3333333432674408,0.00013319126446731389
8,0.11483047157526016,5.063782691955566,0.9146341681480408,0.0069416593760252,0.04302077740430832,7.028644561767578,0.0,0.0
9,0.1203220933675766,4.964015007019043,0.8834356069564819,0.008885324001312256,0.04235482215881348,7.106280326843262,0.125,0.00013319126446731389
10,0.1272946000099182,4.870832443237305,0.8774038553237915,0.01126091368496418,0.041688866913318634,7.1732072830200195,0.0,0.0
11,0.13568629324436188,4.784560203552246,0.8975903391838074,0.013790762983262539,0.0411561019718647,7.226749897003174,0.0,0.0
12,0.1425662487745285,4.715068817138672,0.9118165969848633,0.015950391069054604,0.04102290794253349,7.282209396362305,0.025641025975346565,0.00013319126446731389
13,0.14765679836273193,4.652693271636963,0.8862359523773193,0.019467497244477272,0.03755993768572807,7.3396220207214355,0.0,0.0
14,0.15462931990623474,4.591610908508301,0.8788265585899353,0.021256903186440468,0.035828448832035065,7.388875961303711,0.0,0.0
15,0.16033689677715302,4.5268659591674805,0.8877314925193787,0.023663345724344254,0.03755993768572807,7.4465436935424805,0.0,0.0
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17,0.17153611779212952,4.4261651039123535,0.8858800530433655,0.02826026640832424,0.033164624124765396,7.520775318145752,0.14705882966518402,0.000665956293232739
18,0.17554685473442078,4.37800407409668,0.8818897604942322,0.031098634004592896,0.04155567288398743,7.570293426513672,0.0,0.0
19,0.18322895467281342,4.3257155418396,0.8877221345901489,0.03390615060925484,0.03689397871494293,7.630463600158691,0.01515151560306549,0.00013319126446731389
20,0.1850183606147766,4.301357746124268,0.8806089758872986,0.03390615060925484,0.03116675466299057,7.721512794494629,0.018518518656492233,0.00013319126446731389
21,0.1942121982574463,4.249511241912842,0.8897637724876404,0.038348808884620667,0.03676078841090202,7.732123851776123,0.0,0.0
22,0.19831548631191254,4.194133281707764,0.8863328695297241,0.04041588306427002,0.03462972864508629,7.778122901916504,0.013333333656191826,0.00013319126446731389
23,0.2057199329137802,4.170526504516602,0.8929504156112671,0.042205289006233215,0.03849227353930473,7.795722961425781,0.0,0.0
24,0.20846574008464813,4.131682395935059,0.9032455682754517,0.04550643265247345,0.036627598106861115,7.831371307373047,0.05882352963089943,0.00039957379340194166
25,0.2158084660768509,4.093285083770752,0.903559148311615,0.04856076091527939,0.03729355335235596,7.924971103668213,0.06185567006468773,0.0007991475868038833
26,0.21509887278079987,4.080804347991943,0.8942999243736267,0.04985653981566429,0.03729355335235596,7.884200572967529,0.095238097012043,0.001331912586465478
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34,0.24147719144821167,3.865915060043335,0.8940238952636719,0.06923148036003113,0.03462972864508629,8.18674373626709,0.0625,0.001065530115738511
35,0.24237188696861267,3.8578615188598633,0.8908227682113647,0.06947829574346542,0.03369738906621933,8.1962251663208,0.06896551698446274,0.001065530115738511
36,0.2476166933774948,3.828908681869507,0.8931098580360413,0.07398266345262527,0.03502930328249931,8.205832481384277,0.04854368790984154,0.000665956293232739
37,0.25270724296569824,3.808668851852417,0.9031296372413635,0.07478480786085129,0.03529568389058113,8.220610618591309,0.056910570710897446,0.0009323388221673667
38,0.25579243898391724,3.7919633388519287,0.8868921995162964,0.07765402644872665,0.03436334431171417,8.264095306396484,0.02777777798473835,0.0005327650578692555
39,0.2532317340373993,3.7681021690368652,0.9019204378128052,0.08114027976989746,0.03542887419462204,8.27479362487793,0.05147058889269829,0.0009323388221673667
40,0.25699564814567566,3.761347532272339,0.8913412690162659,0.08098602294921875,0.03343100845813751,8.30423355102539,0.0422535203397274,0.0007991475868038833
41,0.2608829736709595,3.7257497310638428,0.8903120160102844,0.08363927900791168,0.03502930328249931,8.29831600189209,0.07971014827489853,0.0014651039382442832
42,0.2614383101463318,3.722698450088501,0.8885611295700073,0.08363927900791168,0.03875865787267685,8.330740928649902,0.07643312215805054,0.0015982951736077666
43,0.2616851329803467,3.7169458866119385,0.8948386907577515,0.08558294177055359,0.03516249358654022,8.33675479888916,0.05298013240098953,0.001065530115738511
44,0.26227131485939026,3.6842434406280518,0.8923124670982361,0.08845216780900955,0.040090568363666534,8.369867324829102,0.09696969389915466,0.002131060231477022
45,0.2706938683986664,3.674084424972534,0.8927810192108154,0.09042668342590332,0.03755993768572807,8.43406867980957,0.06172839552164078,0.001331912586465478
46,0.2702927887439728,3.6641390323638916,0.9036923050880432,0.09061179310083389,0.03516249358654022,8.43671989440918,0.04968944191932678,0.001065530115738511
47,0.27282261848449707,3.64597487449646,0.8890506625175476,0.09419060498476028,0.035828448832035065,8.399091720581055,0.046357616782188416,0.0009323388221673667
48,0.2710949182510376,3.646576404571533,0.8909785747528076,0.09354271739721298,0.0379595085978508,8.476527214050293,0.0486486479640007,0.0011987213511019945
49,0.27242156863212585,3.6247339248657227,0.8914285898208618,0.09625767171382904,0.035961639136075974,8.4805326461792,0.048192769289016724,0.001065530115738511
50,0.27785149216651917,3.6026339530944824,0.8946207165718079,0.10005244612693787,0.03223228454589844,8.508540153503418,0.06403940916061401,0.00173148640897125
51,0.28500911593437195,3.580934524536133,0.9021505117416382,0.10353870689868927,0.035828448832035065,8.505545616149902,0.08139535039663315,0.0018646776443347335
52,0.28152284026145935,3.5868427753448486,0.8940397500991821,0.09995989501476288,0.03516249358654022,8.521132469177246,0.07246376574039459,0.0019978689961135387
53,0.2825409471988678,3.5751211643218994,0.8899787664413452,0.10356955230236053,0.03223228454589844,8.552227020263672,0.04838709533214569,0.0011987213511019945
54,0.28590381145477295,3.5634050369262695,0.8958607912063599,0.10483448207378387,0.029035694897174835,8.561247825622559,0.05027933046221733,0.0011987213511019945
55,0.28794002532958984,3.554749011993408,0.8954147100448608,0.10724092274904251,0.03356419876217842,8.585775375366211,0.03589743748307228,0.0009323388221673667
56,0.2896985709667206,3.5485594272613525,0.8951781988143921,0.10538981109857559,0.033164624124765396,8.574624061584473,0.08571428805589676,0.0019978689961135387
57,0.28864961862564087,3.5303232669830322,0.8919264078140259,0.10770370066165924,0.03289824351668358,8.60440444946289,0.05847953259944916,0.001331912586465478
58,0.2907475531101227,3.5171005725860596,0.8954410552978516,0.11149847507476807,0.034896109253168106,8.649321556091309,0.08530806005001068,0.002397442702203989
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61,0.29336994886398315,3.4846832752227783,0.892052173614502,0.11600283533334732,0.0347629189491272,8.65646743774414,0.04651162773370743,0.001331912586465478
62,0.2936784625053406,3.4708774089813232,0.8886216282844543,0.11396662145853043,0.031433138996362686,8.677719116210938,0.058510638773441315,0.0014651039382442832
63,0.2973806858062744,3.463616132736206,0.8915325403213501,0.11791565269231796,0.03303143382072449,8.74327278137207,0.03539822995662689,0.001065530115738511
64,0.2974732220172882,3.4675064086914062,0.8959107995033264,0.11896461248397827,0.03223228454589844,8.721418380737305,0.06499999761581421,0.00173148640897125
65,0.2983062267303467,3.456831216812134,0.8828953504562378,0.11816246807575226,0.03289824351668358,8.717211723327637,0.0717703327536583,0.0019978689961135387
66,0.2977200448513031,3.4616293907165527,0.8873435258865356,0.11810076236724854,0.03303143382072449,8.75154972076416,0.0476190485060215,0.0014651039382442832
67,0.3015456795692444,3.4278268814086914,0.8942115902900696,0.12439453601837158,0.03449653834104538,8.750038146972656,0.05238095298409462,0.0014651039382442832
68,0.30361273884773254,3.429914951324463,0.8869273662567139,0.12245086580514908,0.02956845983862877,8.79017448425293,0.044692736119031906,0.001065530115738511
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