$ /home/okazaki/install/sgd-1.3/crf/crfsgd -f 1 -r 100 -e '' crfsgd/default.model template.crfpp train.txt > crfsgd/default.tr.log Reading template file template.crfpp. u-templates: 19 b-templates: 1 sentences: 8936 outputs: 22 cutoff: 1 features: 338552 parameters: 7448606 duration: 3.75 seconds. Using c=1, i.e. lambda=0.000111907 Reading and preprocessing train.txt. processed: 8936 sentences. duration: 3.66 seconds. [Calibrating] -- 1000 samples initial objective: 72092.4 trying eta=0.1 obj=2056.82 (possible) trying eta=0.2 obj=1754.32 (possible) trying eta=0.4 obj=2627.49 (possible) trying eta=0.8 obj=6475.92 (possible) trying eta=1.6 obj=19182.1 (possible) trying eta=3.2 obj=55871.6 (possible) trying eta=6.4 obj=162311 (too large) trying eta=0.05 obj=3022.13 (possible) trying eta=0.025 obj=4390.93 (possible) trying eta=0.0125 obj=6099.32 (possible) trying eta=0.00625 obj=8376.73 (possible) taking eta=0.1 t0=89360 total time: 16.55 seconds [Epoch 1] -- wnorm: 3730.88 total time: 26.68 seconds [Epoch 2] -- wnorm: 5433.15 total time: 36.68 seconds [Epoch 3] -- wnorm: 6550.98 total time: 46.64 seconds [Epoch 4] -- wnorm: 7297.15 total time: 56.6 seconds [Epoch 5] -- wnorm: 7814.52 total time: 66.56 seconds [Epoch 6] -- wnorm: 8177.48 total time: 76.51 seconds [Epoch 7] -- wnorm: 8434.16 total time: 86.47 seconds [Epoch 8] -- wnorm: 8625.75 total time: 96.41 seconds [Epoch 9] -- wnorm: 8773.54 total time: 106.37 seconds [Epoch 10] -- wnorm: 8884 total time: 116.32 seconds Training perf: sentences: 8936 loss: 3591.41 objective*n: 8033.41 misclassifications: 481(0.227179%) [Epoch 11] -- wnorm: 8967.63 total time: 126.26 seconds [Epoch 12] -- wnorm: 9036.36 total time: 136.2 seconds [Epoch 13] -- wnorm: 9085.57 total time: 146.12 seconds [Epoch 14] -- wnorm: 9127.18 total time: 156.06 seconds [Epoch 15] -- wnorm: 9157.13 total time: 166.01 seconds [Epoch 16] -- wnorm: 9183.59 total time: 175.94 seconds [Epoch 17] -- wnorm: 9203.48 total time: 185.87 seconds [Epoch 18] -- wnorm: 9218.26 total time: 195.82 seconds [Epoch 19] -- wnorm: 9230.73 total time: 205.77 seconds [Epoch 20] -- wnorm: 9241.74 total time: 215.71 seconds Training perf: sentences: 8936 loss: 3255.92 objective*n: 7876.79 misclassifications: 206(0.0972951%) [Epoch 21] -- wnorm: 9250.87 total time: 225.66 seconds [Epoch 22] -- wnorm: 9256.13 total time: 235.61 seconds [Epoch 23] -- wnorm: 9259.41 total time: 245.56 seconds [Epoch 24] -- wnorm: 9262.04 total time: 255.5 seconds [Epoch 25] -- wnorm: 9264.84 total time: 265.45 seconds [Epoch 26] -- wnorm: 9266.32 total time: 275.4 seconds [Epoch 27] -- wnorm: 9266.18 total time: 285.35 seconds [Epoch 28] -- wnorm: 9267.79 total time: 295.31 seconds [Epoch 29] -- wnorm: 9266.4 total time: 305.26 seconds [Epoch 30] -- wnorm: 9267.03 total time: 315.21 seconds Training perf: sentences: 8936 loss: 3148.38 objective*n: 7781.89 misclassifications: 201(0.0949336%) [Epoch 31] -- wnorm: 9265.8 total time: 325.14 seconds [Epoch 32] -- wnorm: 9265.73 total time: 335.1 seconds [Epoch 33] -- wnorm: 9264.74 total time: 345.06 seconds [Epoch 34] -- wnorm: 9262.08 total time: 355.03 seconds [Epoch 35] -- wnorm: 9261.19 total time: 364.99 seconds [Epoch 36] -- wnorm: 9260.46 total time: 374.95 seconds [Epoch 37] -- wnorm: 9257.71 total time: 384.91 seconds [Epoch 38] -- wnorm: 9255.72 total time: 394.88 seconds [Epoch 39] -- wnorm: 9252.62 total time: 404.83 seconds [Epoch 40] -- wnorm: 9250.27 total time: 414.81 seconds Training perf: sentences: 8936 loss: 3133.79 objective*n: 7758.93 misclassifications: 185(0.0873767%) [Epoch 41] -- wnorm: 9247.94 total time: 424.76 seconds [Epoch 42] -- wnorm: 9245.96 total time: 434.73 seconds [Epoch 43] -- wnorm: 9243.69 total time: 444.7 seconds [Epoch 44] -- wnorm: 9241.71 total time: 454.67 seconds [Epoch 45] -- wnorm: 9240.01 total time: 464.64 seconds [Epoch 46] -- wnorm: 9237.9 total time: 474.6 seconds [Epoch 47] -- wnorm: 9235.76 total time: 484.57 seconds [Epoch 48] -- wnorm: 9233.4 total time: 494.54 seconds [Epoch 49] -- wnorm: 9231.68 total time: 504.51 seconds [Epoch 50] -- wnorm: 9229.79 total time: 514.47 seconds Training perf: sentences: 8936 loss: 3126.83 objective*n: 7741.73 misclassifications: 193(0.0911551%) [Epoch 51] -- wnorm: 9226.78 total time: 524.43 seconds [Epoch 52] -- wnorm: 9225.72 total time: 534.38 seconds [Epoch 53] -- wnorm: 9223.39 total time: 544.33 seconds [Epoch 54] -- wnorm: 9221.68 total time: 554.3 seconds [Epoch 55] -- wnorm: 9219.4 total time: 564.27 seconds [Epoch 56] -- wnorm: 9218.26 total time: 574.22 seconds [Epoch 57] -- wnorm: 9216.36 total time: 584.17 seconds [Epoch 58] -- wnorm: 9214.74 total time: 594.15 seconds [Epoch 59] -- wnorm: 9213.32 total time: 604.12 seconds [Epoch 60] -- wnorm: 9210.82 total time: 614.08 seconds Training perf: sentences: 8936 loss: 3132.52 objective*n: 7737.93 misclassifications: 167(0.0788752%) [Epoch 61] -- wnorm: 9207.89 total time: 624.02 seconds [Epoch 62] -- wnorm: 9206.23 total time: 633.98 seconds [Epoch 63] -- wnorm: 9204.05 total time: 643.93 seconds [Epoch 64] -- wnorm: 9202.39 total time: 653.89 seconds [Epoch 65] -- wnorm: 9200.52 total time: 663.85 seconds [Epoch 66] -- wnorm: 9198.78 total time: 673.81 seconds [Epoch 67] -- wnorm: 9197.53 total time: 683.78 seconds [Epoch 68] -- wnorm: 9195.98 total time: 693.73 seconds [Epoch 69] -- wnorm: 9194.22 total time: 703.71 seconds [Epoch 70] -- wnorm: 9192.91 total time: 713.68 seconds Training perf: sentences: 8936 loss: 3138.18 objective*n: 7734.63 misclassifications: 191(0.0902105%) [Epoch 71] -- wnorm: 9190.34 total time: 723.64 seconds [Epoch 72] -- wnorm: 9188.61 total time: 733.61 seconds [Epoch 73] -- wnorm: 9187.41 total time: 743.58 seconds [Epoch 74] -- wnorm: 9185.88 total time: 753.54 seconds [Epoch 75] -- wnorm: 9184.7 total time: 763.51 seconds [Epoch 76] -- wnorm: 9182.86 total time: 773.48 seconds [Epoch 77] -- wnorm: 9182 total time: 783.46 seconds [Epoch 78] -- wnorm: 9180.32 total time: 793.42 seconds [Epoch 79] -- wnorm: 9178.99 total time: 803.39 seconds [Epoch 80] -- wnorm: 9177.55 total time: 813.37 seconds Training perf: sentences: 8936 loss: 3143.41 objective*n: 7732.19 misclassifications: 171(0.0807644%) [Epoch 81] -- wnorm: 9175.53 total time: 823.33 seconds [Epoch 82] -- wnorm: 9175.05 total time: 833.29 seconds [Epoch 83] -- wnorm: 9173.87 total time: 843.27 seconds [Epoch 84] -- wnorm: 9172.96 total time: 853.23 seconds [Epoch 85] -- wnorm: 9171.72 total time: 863.19 seconds [Epoch 86] -- wnorm: 9170.35 total time: 873.17 seconds [Epoch 87] -- wnorm: 9169.26 total time: 883.14 seconds [Epoch 88] -- wnorm: 9168.59 total time: 893.11 seconds [Epoch 89] -- wnorm: 9167.17 total time: 903.07 seconds [Epoch 90] -- wnorm: 9166.58 total time: 913.04 seconds Training perf: sentences: 8936 loss: 3140.3 objective*n: 7723.59 misclassifications: 178(0.0840705%) [Epoch 91] -- wnorm: 9164.77 total time: 923 seconds [Epoch 92] -- wnorm: 9164.02 total time: 932.95 seconds [Epoch 93] -- wnorm: 9162.94 total time: 942.92 seconds [Epoch 94] -- wnorm: 9162.37 total time: 952.9 seconds [Epoch 95] -- wnorm: 9161.38 total time: 962.87 seconds [Epoch 96] -- wnorm: 9160.99 total time: 972.83 seconds [Epoch 97] -- wnorm: 9159.87 total time: 982.79 seconds [Epoch 98] -- wnorm: 9158.94 total time: 992.76 seconds [Epoch 99] -- wnorm: 9158.2 total time: 1002.73 seconds [Epoch 100] -- wnorm: 9157.48 total time: 1012.69 seconds Training perf: sentences: 8936 loss: 3143.22 objective*n: 7721.96 misclassifications: 182(0.0859598%) Saving model file crfsgd/default.model. Done! 1012.7 seconds.