[okazaki@mlesna conll2000]$ time ../../crf/crfsgd -c 1.0 -f 1 -r 100 -h 100 test.model ../../crf/template train.txt >& sgd-1.3.sparse.log.txt Reading template file ../../crf/template. u-templates: 19 b-templates: 1 Scanning train.txt to build dictionary. sentences: 8936 outputs: 22 cutoff: 1 features: 338552 parameters: 7448606 duration: 5.47 seconds. Using c=1, i.e. lambda=0.000111907 Reading and preprocessing train.txt. processed: 8936 sentences. duration: 4.87 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: 18.21 seconds [Epoch 1] -- wnorm: 3730.88 total time: 30.27 seconds [Epoch 2] -- wnorm: 5433.15 total time: 41.87 seconds [Epoch 3] -- wnorm: 6550.98 total time: 53.37 seconds [Epoch 4] -- wnorm: 7297.15 total time: 64.82 seconds [Epoch 5] -- wnorm: 7814.52 total time: 76.25 seconds [Epoch 6] -- wnorm: 8177.48 total time: 87.66 seconds [Epoch 7] -- wnorm: 8434.16 total time: 99.11 seconds [Epoch 8] -- wnorm: 8625.75 total time: 110.58 seconds [Epoch 9] -- wnorm: 8773.54 total time: 122 seconds [Epoch 10] -- wnorm: 8884 total time: 133.39 seconds [Epoch 11] -- wnorm: 8970.05 total time: 144.8 seconds [Epoch 12] -- wnorm: 9035.56 total time: 156.19 seconds [Epoch 13] -- wnorm: 9089.36 total time: 167.61 seconds [Epoch 14] -- wnorm: 9127.66 total time: 179.06 seconds [Epoch 15] -- wnorm: 9158.74 total time: 190.55 seconds [Epoch 16] -- wnorm: 9182.46 total time: 201.97 seconds [Epoch 17] -- wnorm: 9203.19 total time: 213.41 seconds [Epoch 18] -- wnorm: 9218.43 total time: 224.83 seconds [Epoch 19] -- wnorm: 9232.3 total time: 236.26 seconds [Epoch 20] -- wnorm: 9241.58 total time: 247.68 seconds [Epoch 21] -- wnorm: 9248.13 total time: 259.16 seconds [Epoch 22] -- wnorm: 9253.86 total time: 270.68 seconds [Epoch 23] -- wnorm: 9258.68 total time: 282.12 seconds [Epoch 24] -- wnorm: 9260.75 total time: 293.57 seconds [Epoch 25] -- wnorm: 9262.69 total time: 305.01 seconds [Epoch 26] -- wnorm: 9264.42 total time: 316.46 seconds [Epoch 27] -- wnorm: 9265.95 total time: 327.91 seconds [Epoch 28] -- wnorm: 9264.52 total time: 339.4 seconds [Epoch 29] -- wnorm: 9264.26 total time: 350.93 seconds [Epoch 30] -- wnorm: 9263.92 total time: 362.38 seconds [Epoch 31] -- wnorm: 9263.41 total time: 373.84 seconds [Epoch 32] -- wnorm: 9262.9 total time: 385.3 seconds [Epoch 33] -- wnorm: 9261.84 total time: 396.77 seconds [Epoch 34] -- wnorm: 9260.62 total time: 408.23 seconds [Epoch 35] -- wnorm: 9259.41 total time: 419.74 seconds [Epoch 36] -- wnorm: 9257.3 total time: 431.27 seconds [Epoch 37] -- wnorm: 9256.04 total time: 442.73 seconds [Epoch 38] -- wnorm: 9254.31 total time: 454.2 seconds [Epoch 39] -- wnorm: 9252.08 total time: 465.67 seconds [Epoch 40] -- wnorm: 9249.4 total time: 477.14 seconds [Epoch 41] -- wnorm: 9246.55 total time: 488.61 seconds [Epoch 42] -- wnorm: 9244.87 total time: 500.13 seconds [Epoch 43] -- wnorm: 9242.78 total time: 511.66 seconds [Epoch 44] -- wnorm: 9240.68 total time: 523.13 seconds [Epoch 45] -- wnorm: 9239.4 total time: 534.6 seconds [Epoch 46] -- wnorm: 9237.39 total time: 546.08 seconds [Epoch 47] -- wnorm: 9235.45 total time: 557.57 seconds [Epoch 48] -- wnorm: 9234.09 total time: 569.17 seconds [Epoch 49] -- wnorm: 9231.79 total time: 580.75 seconds [Epoch 50] -- wnorm: 9229.49 total time: 592.34 seconds [Epoch 51] -- wnorm: 9227.24 total time: 603.92 seconds [Epoch 52] -- wnorm: 9226.03 total time: 615.63 seconds [Epoch 53] -- wnorm: 9224.33 total time: 627.21 seconds [Epoch 54] -- wnorm: 9222.29 total time: 638.79 seconds [Epoch 55] -- wnorm: 9221.01 total time: 650.39 seconds [Epoch 56] -- wnorm: 9218.99 total time: 661.98 seconds [Epoch 57] -- wnorm: 9216.9 total time: 673.56 seconds [Epoch 58] -- wnorm: 9215 total time: 685.15 seconds [Epoch 59] -- wnorm: 9212.43 total time: 696.86 seconds [Epoch 60] -- wnorm: 9210.99 total time: 708.46 seconds [Epoch 61] -- wnorm: 9208.67 total time: 720.04 seconds [Epoch 62] -- wnorm: 9206.82 total time: 731.64 seconds [Epoch 63] -- wnorm: 9205.4 total time: 743.24 seconds [Epoch 64] -- wnorm: 9203.11 total time: 754.83 seconds [Epoch 65] -- wnorm: 9201.24 total time: 766.43 seconds [Epoch 66] -- wnorm: 9199.56 total time: 778.12 seconds [Epoch 67] -- wnorm: 9198.76 total time: 789.72 seconds [Epoch 68] -- wnorm: 9196.61 total time: 801.31 seconds [Epoch 69] -- wnorm: 9194.66 total time: 812.89 seconds [Epoch 70] -- wnorm: 9193.13 total time: 824.49 seconds [Epoch 71] -- wnorm: 9191.63 total time: 836.09 seconds [Epoch 72] -- wnorm: 9190.58 total time: 847.71 seconds [Epoch 73] -- wnorm: 9189.52 total time: 859.4 seconds [Epoch 74] -- wnorm: 9187.99 total time: 870.99 seconds [Epoch 75] -- wnorm: 9186.55 total time: 882.59 seconds [Epoch 76] -- wnorm: 9184.98 total time: 894.18 seconds [Epoch 77] -- wnorm: 9183.46 total time: 905.77 seconds [Epoch 78] -- wnorm: 9182.88 total time: 917.37 seconds [Epoch 79] -- wnorm: 9181.2 total time: 929.02 seconds [Epoch 80] -- wnorm: 9180.25 total time: 940.7 seconds [Epoch 81] -- wnorm: 9179.11 total time: 952.29 seconds [Epoch 82] -- wnorm: 9177.33 total time: 963.89 seconds [Epoch 83] -- wnorm: 9176.01 total time: 975.49 seconds [Epoch 84] -- wnorm: 9174.7 total time: 987.08 seconds [Epoch 85] -- wnorm: 9173.57 total time: 998.68 seconds [Epoch 86] -- wnorm: 9171.86 total time: 1010.35 seconds [Epoch 87] -- wnorm: 9170.45 total time: 1022 seconds [Epoch 88] -- wnorm: 9169.09 total time: 1033.6 seconds [Epoch 89] -- wnorm: 9167.7 total time: 1045.2 seconds [Epoch 90] -- wnorm: 9166.32 total time: 1056.8 seconds [Epoch 91] -- wnorm: 9164.92 total time: 1068.41 seconds [Epoch 92] -- wnorm: 9163.42 total time: 1080.01 seconds [Epoch 93] -- wnorm: 9162.38 total time: 1091.7 seconds [Epoch 94] -- wnorm: 9160.72 total time: 1103.36 seconds [Epoch 95] -- wnorm: 9159.52 total time: 1114.96 seconds [Epoch 96] -- wnorm: 9158.75 total time: 1126.57 seconds [Epoch 97] -- wnorm: 9157.67 total time: 1138.18 seconds [Epoch 98] -- wnorm: 9156.22 total time: 1149.77 seconds [Epoch 99] -- wnorm: 9155.27 total time: 1161.38 seconds [Epoch 100] -- wnorm: 9154.45 total time: 1173.08 seconds Saving model file test.model. Done! 1173.09 seconds. 1210.600u 0.565s 20:12.29 99.9% 0+0k 0+0io 1pf+0w