| sent,steps,train_loss,train_acc,eval_loss,eval_acc,ppl,w_freq,w_bigram,w_trigram,w_skip_bi,w_skip_tri,w_neural_phoneme,w_neural_word,word_vocab,elapsed_s,steps_per_sec | |
| 2000,25491,2.835418947881606,0.25915028833706016,2.595293552327063,0.28205128205128205,13.400520538070825,0.004055806821499006,0.016814347760439014,0.6061730186843657,0.009298797933109443,0.38555456362198703,0.11409497358763133,0.31638532291909827,1786,25.08059287071228,1016.3635338049353 | |
| 4000,46572,2.7363011285918613,0.27233053460462026,2.5207889892149535,0.2222222222222222,12.438406561745149,0.002493606728236654,0.0030894990842830795,0.6074888116781593,0.005040474867599005,0.32694061855248097,0.11778442008290793,0.16962487285566138,2807,45.45235276222229,1024.6334275287131 | |
| 6000,71796,2.8094279514423213,0.25103076435141136,2.701054259597119,0.2727272727272727,14.895427096890892,0.006292405456714821,0.04080524991024524,0.5058317467253467,0.027243303331591494,0.34888435475004487,0.1,0.30861357119916627,4013,69.36003851890564,1035.1205324147907 | |
| 8000,96940,2.8078918224351788,0.23946070633153038,2.509783566791367,0.2833333333333333,12.30226715319659,0.008246690743810764,0.01660063568769373,0.8,0.010159308984646174,0.31106154665903063,0.1,0.18271557345879025,4990,93.13802242279053,1040.8208965394474 | |
| 10000,123903,2.789549295093081,0.24411230204354115,2.2891423521655296,0.3125,9.866472093020981,0.0015936763184294955,0.02911502828725419,0.639441197155843,0.005772462648833363,0.29346574056777147,0.1,0.10428792687061492,6002,118.64575910568237,1044.3103987360796 | |