| sent,steps,train_loss,train_acc,eval_loss,eval_acc,ppl,neural_p_loss,neural_p_acc,neural_p_ppl,neural_w_loss,neural_w_acc,neural_w_ppl,w_freq,w_bigram,w_trigram,w_skip_bi,w_skip_tri,w_neural_phoneme,w_neural_word,phoneme_proto_slots,word_proto_slots,word_vocab,elapsed_s,steps_per_sec | |
| 2000,31755,1.9577335794882138,0.49504015115729805,1.71738407037148,0.527027027027027,5.569938821863818,2.62457662465824,0.36486486486486486,13.79873090679068,2.587224729123516,0.36486486486486486,13.292829162626235,0.002497250547567378,0.02238820434924973,0.044696290513439055,0.11614645433510176,0.4677274677497167,0.4733019201329647,0.4684185985518551,6144,6576,1593,43.829015016555786,724.5200465491866 | |
| 4000,58105,1.9318371543739612,0.48819734345351046,1.675751016412485,0.5121951219512195,5.342806177838715,2.9028675365885075,0.2926829268292683,18.226335188600732,2.867302341956802,0.3170731707317073,17.58950367361943,0.004258007038273831,0.009986859509956512,0.04115556930104493,0.10557994218657216,0.4770960681793217,0.48035162990148295,0.47887977069364235,8192,8192,2198,85.50528717041016,679.5486211770509 | |
| 6000,87264,2.066104457245551,0.4476490963338935,2.0074739526877843,0.37755102040816324,7.444488445953763,3.0683784374576804,0.29591836734693877,21.506999439072402,2.9364849289830977,0.2857142857142857,18.84947249181029,0.003276128920589635,0.014027502749711046,0.046853144336095796,0.12905666642698352,0.4785963911343264,0.4733054064173926,0.4687056207387686,8192,8192,2819,130.9918601512909,666.1787984323088 | |
| 8000,120510,2.0902821559781244,0.44230884918486435,1.7757834658262952,0.423728813559322,5.904905616279314,2.7857911586895088,0.3220338983050847,16.21263957477442,2.827662919938757,0.3220338983050847,16.90590416746136,0.00046476267133545876,0.0007995830074407292,0.07771959560565103,0.1545924869183813,0.531261437123197,0.4539023110097313,0.4536778965463704,8192,8192,3459,182.78486609458923,659.2996596208209 | |
| 10000,154923,2.0682727485330554,0.4346032022782088,1.578779990988898,0.47058823529411764,4.8490363330418145,2.7886232736618854,0.35294117647058826,16.25862071526002,2.8530723073641027,0.29411764705882354,17.340976893959894,0.0005570488242111798,0.005659107738275676,0.041266031306910596,0.3454174228186196,0.55,0.45441714876454264,0.4545649668890347,8192,8192,4067,237.19330191612244,653.1508214965729 | |
| 12000,186758,1.9784876572173036,0.4542170566986022,1.93743036066349,0.4342105263157895,6.940892445221567,3.1134702378871104,0.27631578947368424,22.49898591807974,3.0411730918439424,0.2894736842105263,20.929781395371315,0.001734892815411927,0.008102784406867139,0.012900420204000687,0.3800821516133442,0.55,0.4591604068835122,0.4630070581558593,8192,8192,4455,286.76813864707947,651.2508707595296 | |
| 14000,221314,2.070943718052452,0.431762935524945,2.1358435130815434,0.5070422535211268,8.46418314572228,3.126405264173901,0.30985915492957744,22.791901241983236,3.147701858327145,0.30985915492957744,23.282496575458097,0.0011202948402913237,0.001800802610926596,0.0023010229379757273,0.17312283610944734,0.5051368021804017,0.45415408070747204,0.45387755788142126,8192,8192,4946,341.56138348579407,647.9479551856444 | |