| 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 | |
| 2000,25491,3.0188757947380997,0.2587579930171433,2.7759878856577482,0.20512820512820512,16.05447915400539,0.00206752300828276,0.03296108956704971,0.4,0.006868710522062253,0.3,1.6879369056643398,0.7728511456909591,1786,34.157532691955566,746.2775555215492 | |
| 4000,46572,2.9979868206302944,0.28954983160191644,2.5243085766208875,0.35555555555555557,12.482261751645462,0.00317146923641473,0.018485127973434396,0.39973764004408546,0.007053571319891468,0.2928621141997154,1.46261050286442,0.802216950456469,2807,62.014368295669556,750.9872515020379 | |
| 6000,71796,3.2283071215628705,0.26859340310815094,4.346720343886006,0.2987012987012987,77.22477644023168,0.00013135651446419223,0.02786687532968847,0.3824674759655197,0.011065056979232867,0.2670736016938881,1.497998565883101,0.6929388563705211,4013,94.44046902656555,760.2249410663579 | |
| 8000,96940,3.386593711928671,0.2558065542475342,4.26928855329786,0.26666666666666666,71.47076988370169,0.0029427556179128897,0.009505310798533902,0.4,0.0,0.3,1.303196592516094,0.7269427746006195,4990,126.95721077919006,763.56434900419 | |
| 10000,123903,3.507355960521464,0.2461521344064088,4.392258558853765,0.359375,80.8227559446093,0.0013346272353746455,0.02529225846806932,0.3913308277522259,0.008273960832566058,0.2920139889799427,1.0746012732741117,0.6462699050365303,6002,161.66590404510498,766.4139246419636 | |
| 12000,149067,3.5017465190080563,0.2693927833412812,3.572807154986473,0.26229508196721313,35.61643380172298,0.0011463119527157701,0.007104045163229943,0.4,0.002017103052534993,0.2878282192874375,1.0742045010881343,0.598666736736234,6740,194.08953285217285,768.0321437711739 | |
| 14000,176433,3.70784508609996,0.2443543082657312,4.204361788461151,0.25,66.97783799384308,0.0001964770889591121,0.00731913337921867,0.4,9.445203291596619e-05,0.3,0.8386417515819898,0.6299311325124167,7521,229.37087845802307,769.2040122359684 | |
| 16000,203109,3.815692284194099,0.2466636677162993,4.099734925160451,0.2876712328767123,60.32429502501668,0.0012615621173601187,0.13461849280933016,0.39589386932014614,0.0014976027847322343,0.29640269688795495,1.129113108678084,0.7125458162379477,8255,263.5965464115143,770.5298220520536 | |
| 18000,232225,4.047475678632913,0.2263016897925539,6.36378558475517,0.27906976744186046,580.4395055421097,0.0007076143237980113,0.03489917709577641,0.4,0.008032615205028305,0.3,1.4192506275985997,0.7483267256424503,9063,300.45943903923035,772.899665733846 | |
| 20000,257410,3.9549609151011302,0.25419892793329363,4.892257929144404,0.21666666666666667,133.25411297109383,0.0009393611665761188,0.004254416113038595,0.37819717594187025,0.0031057827421789707,0.28231292450694645,1.5125321870707569,0.7842828504245517,9677,332.48170256614685,774.2080181052627 | |
| 22000,283010,4.034005536682078,0.26234375,4.030191881427347,0.28,56.27170770686873,0.0008087054666437751,0.004074167853507781,0.39004996279577164,0.0022637877064520884,0.2826233701596933,1.6142822459858321,0.8109190037212985,10317,365.29988503456116,774.733339905717 | |
| 24000,308028,4.1026030447049155,0.25441681988967946,7.257902189895336,0.16279069767441862,1419.2760404171997,0.002618863309807473,0.013534259962130864,0.4,0.003909800306803745,0.3,1.7478552792122628,0.8851603745322763,10993,397.65909457206726,774.6031819829949 | |
| 26000,333751,3.954320200426063,0.27593982039419973,9.801057271740573,0.0967741935483871,18052.821579542764,0.0002897360003447209,0.006820611290859735,0.39818998048436327,0.0005162845827259372,0.3,1.7849517438511024,0.8938485282892937,11567,431.29780745506287,773.8295772226332 | |
| 28000,379054,4.707808390278985,0.1873827340352736,6.137966696103696,0.17777777777777778,463.1109675497976,0.0015746259692338172,0.003593411628423333,0.3655989306252059,0.0007838999177678319,0.2515820428965892,1.8605622765074357,0.9261657936900315,13847,489.4451894760132,774.4564828715652 | |
| 30000,424853,4.45970361648264,0.1989126400139741,6.4026378214129185,0.1592920353982301,603.4346932920441,0.000942587477974882,0.002173785623860946,0.39744599159412897,0.0010867138844171697,0.3,1.8779149821536139,0.9349374725849673,16009,547.6572804450989,775.764360613828 | |
| 32000,476095,4.400907356814689,0.2058272510830959,4.298835889386511,0.23076923076923078,73.6140489054337,0.00013292079501000642,0.0005803134114634181,0.3951088950322683,3.7656205031862046e-05,0.29866314422329837,1.880068109618886,0.934418862953921,18506,612.0701937675476,777.8437911989089 | |
| 34000,505318,4.114386423974933,0.23491770181021798,4.99624347375998,0.22727272727272727,147.8566870313995,0.0005152936560175381,0.0016361571565091742,0.37993782604958776,0.000430436641403704,0.29077728948429016,1.9050325517394084,0.9489752873043642,19690,649.361314535141,778.1769389230441 | |
| 36000,529643,3.938533828538563,0.25484069886947586,4.702905704484331,0.2804878048780488,110.26711104254899,2.707318153446181e-05,0.00040074853298396537,0.394804418738759,0.0013829491771265052,0.2981291103812054,1.9107685565546373,0.9478011032062854,20426,680.5310611724854,778.2789503942397 | |