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

epoch,accuracy,loss,precision,recall,val_accuracy,val_loss,val_precision,val_recall
0,0.04368617385625839,6.254223346710205,0.0,0.0,0.050213105976581573,6.510298252105713,0.0,0.0
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488,0.6853731274604797,1.2553348541259766,0.8803150057792664,0.5793354511260986,0.022908898070454597,15.78759765625,0.028401585295796394,0.011454449035227299
489,0.6885817646980286,1.2426351308822632,0.8853147029876709,0.5858760476112366,0.023841235786676407,15.694445610046387,0.03143812716007233,0.012519978918135166
490,0.6866380572319031,1.2594478130340576,0.8839532732963562,0.5814025402069092,0.025039957836270332,15.690524101257324,0.028629856184124947,0.011188065633177757
491,0.6887051463127136,1.250142216682434,0.8840315937995911,0.5839632153511047,0.02277570590376854,15.764365196228027,0.027217742055654526,0.010788491927087307
492,0.6900317668914795,1.2379319667816162,0.8842149376869202,0.586894154548645,0.02277570590376854,15.769707679748535,0.02131202071905136,0.008524240925908089
493,0.6919445991516113,1.23922598361969,0.8878971934318542,0.5862154364585876,0.02597229555249214,15.70924186706543,0.03021148033440113,0.011987213976681232
494,0.6882423758506775,1.2532153129577637,0.8841437697410583,0.580600380897522,0.02357485331594944,15.702035903930664,0.028542304411530495,0.011188065633177757
495,0.6893530488014221,1.2369344234466553,0.8848087191581726,0.5865239500999451,0.024107618257403374,15.827147483825684,0.026838965713977814,0.010788491927087307
496,0.688180685043335,1.2399886846542358,0.8844113349914551,0.5863696932792664,0.023708045482635498,15.680917739868164,0.028882093727588654,0.01132125686854124
497,0.6899392008781433,1.240660548210144,0.8811273574829102,0.584518551826477,0.026371870189905167,15.827164649963379,0.02998696267604828,0.0122535964474082
498,0.6896923780441284,1.2430635690689087,0.8848340511322021,0.5857217907905579,0.021310601383447647,15.643759727478027,0.02571134641766548,0.009989344514906406
499,0.6924999356269836,1.227786898612976,0.8868100047111511,0.5878505706787109,0.0245071928948164,15.766032218933105,0.025303643196821213,0.009989344514906406
500,0.689599871635437,1.254508376121521,0.8851861953735352,0.5851355791091919,0.02024507150053978,15.780624389648438,0.02225913666188717,0.008923814631998539
501,0.6882732510566711,1.2436668872833252,0.8817734122276306,0.5853824019432068,0.022109748795628548,15.643333435058594,0.02482621558010578,0.009989344514906406
502,0.6912041306495667,1.2225037813186646,0.8826060891151428,0.5884675979614258,0.02197655849158764,15.728686332702637,0.023217247799038887,0.00932338833808899
503,0.6895381212234497,1.2369574308395386,0.8846009969711304,0.5848579406738281,0.02184336632490158,15.78727912902832,0.02242744155228138,0.009057005867362022
504,0.6896923780441284,1.236598014831543,0.8838709592819214,0.5875111818313599,0.02197655849158764,15.721540451049805,0.02557980827987194,0.009989344514906406
505,0.6949372291564941,1.2077374458312988,0.8857077360153198,0.5946071147918701,0.02437400072813034,15.750764846801758,0.03257549926638603,0.012786361388862133
506,0.6908956170082092,1.2320822477340698,0.8841482996940613,0.5862771272659302,0.0253063403069973,15.87469482421875,0.02779616229236126,0.011188065633177757
507,0.6930860877037048,1.2261123657226562,0.8851701021194458,0.5907506346702576,0.024906765669584274,15.72480583190918,0.02967257797718048,0.011587640270590782
508,0.6932095289230347,1.2226026058197021,0.8861822485923767,0.5892388820648193,0.025705913081765175,15.760244369506836,0.030981067568063736,0.011987213976681232
509,0.6949372291564941,1.2181510925292969,0.8859137892723083,0.5910282731056213,0.025039957836270332,15.747661590576172,0.02960745245218277,0.011854022741317749
510,0.6944435834884644,1.2189587354660034,0.8842795491218567,0.5905655026435852,0.0245071928948164,15.886993408203125,0.02287798374891281,0.009190197102725506
511,0.6909881830215454,1.2265442609786987,0.8860976099967957,0.5909048914909363,0.023708045482635498,15.838539123535156,0.025623735040426254,0.01012253575026989