[okazaki@mlesna CoNLL2000]$ time ../../frontend/crfsuite learn -m lbfgs.dense.model -p feature.possible_states=1 -p feature.possible_transitions=1 -p regularization.sigma=1 -p lbfgs.epsilon=0.0001 train.crfsuite.txt > & log.lbfgs.dense.txt CRFsuite 0.6 Copyright (c) 2007-2009 Naoaki Okazaki Start time of the training: 2009-03-01T06:48:25Z Reading the training data 0....1....2....3....4....5....6....7....8....9....10 Number of instances: 8936 Total number of items: 211727 Number of attributes: 338547 Number of labels: 22 Seconds required: 5.330 Training first-order linear-chain CRFs (trainer.crf1m) Feature generation feature.minfreq: 0.000000 feature.possible_states: 1 feature.possible_transitions: 1 feature.bos_eos: 1 0....1....2....3....4....5....6....7....8....9....10 Number of features: 7448562 Seconds required: 36.140 L-BFGS optimization regularization: L2 regularization.sigma: 1.000000 lbfgs.num_memories: 6 lbfgs.max_iterations: 2147483647 lbfgs.epsilon: 0.000100 lbfgs.stop: 10 lbfgs.delta: 0.000010 lbfgs.linesearch: MoreThuente lbfgs.linesearch.max_iterations: 20 ***** Iteration #1 ***** Log-likelihood: -260710.088473 Feature norm: 5.000000 Error norm: 43096.374559 Active features: 7448562 Line search trials: 2 Line search step: 0.000047 Seconds required for this iteration: 13.840 ***** Iteration #2 ***** Log-likelihood: -160279.516102 Feature norm: 8.406001 Error norm: 26068.244301 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 4.990 ***** Iteration #3 ***** Log-likelihood: -109332.905831 Feature norm: 11.502961 Error norm: 13330.885581 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.150 ***** Iteration #4 ***** Log-likelihood: -88451.837871 Feature norm: 13.295120 Error norm: 9572.898411 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.320 ***** Iteration #5 ***** Log-likelihood: -66070.232887 Feature norm: 16.696013 Error norm: 5985.315150 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.500 ***** Iteration #6 ***** Log-likelihood: -60217.803474 Feature norm: 20.294804 Error norm: 12553.285594 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.620 ***** Iteration #7 ***** Log-likelihood: -52230.872285 Feature norm: 21.298611 Error norm: 5337.076800 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #8 ***** Log-likelihood: -48717.082108 Feature norm: 22.758360 Error norm: 3923.374972 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #9 ***** Log-likelihood: -45989.782283 Feature norm: 24.272292 Error norm: 4206.198975 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #10 ***** Log-likelihood: -39055.914505 Feature norm: 27.737854 Error norm: 4120.987798 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #11 ***** Log-likelihood: -35363.875246 Feature norm: 31.694202 Error norm: 3105.165040 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #12 ***** Log-likelihood: -32843.059218 Feature norm: 32.978034 Error norm: 1897.416073 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #13 ***** Log-likelihood: -30191.917054 Feature norm: 34.822318 Error norm: 2061.485354 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #14 ***** Log-likelihood: -28223.048149 Feature norm: 36.809985 Error norm: 2096.161713 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #15 ***** Log-likelihood: -26395.333805 Feature norm: 40.705832 Error norm: 3146.987724 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #16 ***** Log-likelihood: -25160.878622 Feature norm: 41.023398 Error norm: 2729.636671 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #17 ***** Log-likelihood: -24370.962743 Feature norm: 40.687074 Error norm: 1565.299719 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #18 ***** Log-likelihood: -23535.030467 Feature norm: 41.497127 Error norm: 1300.284976 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.790 ***** Iteration #19 ***** Log-likelihood: -22434.103560 Feature norm: 43.186458 Error norm: 1532.719704 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.810 ***** Iteration #20 ***** Log-likelihood: -20991.072782 Feature norm: 46.082266 Error norm: 1564.589331 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.770 ***** Iteration #21 ***** Log-likelihood: -19870.602293 Feature norm: 52.390835 Error norm: 2494.812125 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #22 ***** Log-likelihood: -18492.121257 Feature norm: 54.290208 Error norm: 1124.932521 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #23 ***** Log-likelihood: -17785.419669 Feature norm: 56.286591 Error norm: 1086.823085 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #24 ***** Log-likelihood: -17239.412469 Feature norm: 59.321415 Error norm: 1311.153966 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #25 ***** Log-likelihood: -16764.878622 Feature norm: 60.379311 Error norm: 1010.449827 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.770 ***** Iteration #26 ***** Log-likelihood: -16205.602260 Feature norm: 62.016240 Error norm: 1011.774214 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #27 ***** Log-likelihood: -15442.410826 Feature norm: 64.659736 Error norm: 841.847025 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #28 ***** Log-likelihood: -14612.135457 Feature norm: 69.514481 Error norm: 1136.520280 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #29 ***** Log-likelihood: -13930.004453 Feature norm: 73.529185 Error norm: 763.606489 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #30 ***** Log-likelihood: -13483.267598 Feature norm: 74.670509 Error norm: 575.798755 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #31 ***** Log-likelihood: -12901.465911 Feature norm: 76.134072 Error norm: 585.030127 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #32 ***** Log-likelihood: -12706.731658 Feature norm: 77.112816 Error norm: 1359.015248 Active features: 7448562 Line search trials: 2 Line search step: 0.290876 Seconds required for this iteration: 10.220 ***** Iteration #33 ***** Log-likelihood: -12382.469309 Feature norm: 77.872657 Error norm: 900.767629 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.780 ***** Iteration #34 ***** Log-likelihood: -11926.950848 Feature norm: 80.149479 Error norm: 506.601892 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #35 ***** Log-likelihood: -11645.596033 Feature norm: 82.102765 Error norm: 504.675771 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #36 ***** Log-likelihood: -11204.627604 Feature norm: 85.565258 Error norm: 639.180439 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #37 ***** Log-likelihood: -11070.815058 Feature norm: 90.256703 Error norm: 1197.927632 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #38 ***** Log-likelihood: -10638.270041 Feature norm: 90.582491 Error norm: 423.941473 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #39 ***** Log-likelihood: -10470.647169 Feature norm: 90.771810 Error norm: 319.082581 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #40 ***** Log-likelihood: -10272.782256 Feature norm: 91.513356 Error norm: 410.103577 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #41 ***** Log-likelihood: -10188.758780 Feature norm: 92.268018 Error norm: 711.305009 Active features: 7448562 Line search trials: 2 Line search step: 0.293422 Seconds required for this iteration: 10.130 ***** Iteration #42 ***** Log-likelihood: -10026.942410 Feature norm: 93.309011 Error norm: 490.760633 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #43 ***** Log-likelihood: -9805.990397 Feature norm: 95.124171 Error norm: 316.682724 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #44 ***** Log-likelihood: -9615.291402 Feature norm: 97.325325 Error norm: 328.165318 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.770 ***** Iteration #45 ***** Log-likelihood: -9502.914193 Feature norm: 99.221542 Error norm: 505.502761 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.820 ***** Iteration #46 ***** Log-likelihood: -9396.735836 Feature norm: 99.247731 Error norm: 278.829395 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.780 ***** Iteration #47 ***** Log-likelihood: -9276.669272 Feature norm: 99.338774 Error norm: 228.282124 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #48 ***** Log-likelihood: -9193.138553 Feature norm: 99.901779 Error norm: 368.112860 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #49 ***** Log-likelihood: -9130.196220 Feature norm: 100.545915 Error norm: 576.459677 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #50 ***** Log-likelihood: -9025.973197 Feature norm: 101.264898 Error norm: 273.805158 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #51 ***** Log-likelihood: -8975.038194 Feature norm: 101.413391 Error norm: 258.597026 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #52 ***** Log-likelihood: -8872.051883 Feature norm: 101.746963 Error norm: 224.006305 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #53 ***** Log-likelihood: -8759.626975 Feature norm: 102.124017 Error norm: 308.824321 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #54 ***** Log-likelihood: -8654.221630 Feature norm: 102.269442 Error norm: 222.252946 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #55 ***** Log-likelihood: -8582.912397 Feature norm: 102.069967 Error norm: 186.771545 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #56 ***** Log-likelihood: -8530.522431 Feature norm: 101.611065 Error norm: 495.106334 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #57 ***** Log-likelihood: -8493.086091 Feature norm: 101.545718 Error norm: 458.039839 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #58 ***** Log-likelihood: -8461.668896 Feature norm: 101.557101 Error norm: 209.689333 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.780 ***** Iteration #59 ***** Log-likelihood: -8433.917877 Feature norm: 101.507724 Error norm: 127.889796 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.810 ***** Iteration #60 ***** Log-likelihood: -8381.368322 Feature norm: 101.342492 Error norm: 230.560254 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.780 ***** Iteration #61 ***** Log-likelihood: -8332.286751 Feature norm: 101.137667 Error norm: 254.640591 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #62 ***** Log-likelihood: -8256.670583 Feature norm: 100.556311 Error norm: 444.055451 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #63 ***** Log-likelihood: -8195.416739 Feature norm: 100.265351 Error norm: 268.254565 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #64 ***** Log-likelihood: -8163.280904 Feature norm: 100.264676 Error norm: 129.781077 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #65 ***** Log-likelihood: -8137.921234 Feature norm: 100.149244 Error norm: 148.724878 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #66 ***** Log-likelihood: -8108.175645 Feature norm: 99.925127 Error norm: 165.721808 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #67 ***** Log-likelihood: -8093.629180 Feature norm: 99.720016 Error norm: 345.524424 Active features: 7448562 Line search trials: 2 Line search step: 0.262992 Seconds required for this iteration: 10.140 ***** Iteration #68 ***** Log-likelihood: -8061.902514 Feature norm: 99.419246 Error norm: 207.632949 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #69 ***** Log-likelihood: -8034.462640 Feature norm: 99.126736 Error norm: 121.213701 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #70 ***** Log-likelihood: -8010.476095 Feature norm: 98.871381 Error norm: 125.114123 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #71 ***** Log-likelihood: -7986.571769 Feature norm: 98.618415 Error norm: 121.981420 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.770 ***** Iteration #72 ***** Log-likelihood: -7971.778764 Feature norm: 98.213634 Error norm: 315.876573 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.820 ***** Iteration #73 ***** Log-likelihood: -7939.125320 Feature norm: 98.052728 Error norm: 100.491265 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.780 ***** Iteration #74 ***** Log-likelihood: -7924.728692 Feature norm: 97.998804 Error norm: 104.102132 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #75 ***** Log-likelihood: -7910.314511 Feature norm: 97.886541 Error norm: 104.015343 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #76 ***** Log-likelihood: -7904.847644 Feature norm: 97.778669 Error norm: 208.203637 Active features: 7448562 Line search trials: 2 Line search step: 0.206280 Seconds required for this iteration: 10.130 ***** Iteration #77 ***** Log-likelihood: -7893.730562 Feature norm: 97.644687 Error norm: 142.309942 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #78 ***** Log-likelihood: -7877.980702 Feature norm: 97.371321 Error norm: 73.176485 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #79 ***** Log-likelihood: -7870.051009 Feature norm: 97.212844 Error norm: 81.900850 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #80 ***** Log-likelihood: -7857.257504 Feature norm: 96.948040 Error norm: 83.558114 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #81 ***** Log-likelihood: -7849.780285 Feature norm: 96.785072 Error norm: 141.623344 Active features: 7448562 Line search trials: 2 Line search step: 0.443528 Seconds required for this iteration: 10.130 ***** Iteration #82 ***** Log-likelihood: -7838.878406 Feature norm: 96.601546 Error norm: 75.195391 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #83 ***** Log-likelihood: -7829.904576 Feature norm: 96.490958 Error norm: 67.070150 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #84 ***** Log-likelihood: -7822.010082 Feature norm: 96.321785 Error norm: 143.665746 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.810 ***** Iteration #85 ***** Log-likelihood: -7817.461093 Feature norm: 96.147652 Error norm: 99.878239 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.800 ***** Iteration #86 ***** Log-likelihood: -7812.980047 Feature norm: 96.177811 Error norm: 54.586670 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #87 ***** Log-likelihood: -7809.770424 Feature norm: 96.169622 Error norm: 55.807896 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #88 ***** Log-likelihood: -7803.834085 Feature norm: 96.097954 Error norm: 60.669496 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #89 ***** Log-likelihood: -7799.012238 Feature norm: 95.836029 Error norm: 166.745931 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #90 ***** Log-likelihood: -7790.810146 Feature norm: 95.754113 Error norm: 82.898700 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #91 ***** Log-likelihood: -7788.071753 Feature norm: 95.728577 Error norm: 50.684782 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #92 ***** Log-likelihood: -7785.511268 Feature norm: 95.662745 Error norm: 46.407496 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #93 ***** Log-likelihood: -7782.624600 Feature norm: 95.590467 Error norm: 72.948569 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #94 ***** Log-likelihood: -7780.253353 Feature norm: 95.449496 Error norm: 61.610515 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #95 ***** Log-likelihood: -7777.559353 Feature norm: 95.421963 Error norm: 65.771600 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #96 ***** Log-likelihood: -7775.493885 Feature norm: 95.417767 Error norm: 52.009242 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #97 ***** Log-likelihood: -7772.034864 Feature norm: 95.364794 Error norm: 35.518342 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #98 ***** Log-likelihood: -7769.806699 Feature norm: 95.291872 Error norm: 35.703961 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.820 ***** Iteration #99 ***** Log-likelihood: -7769.373323 Feature norm: 95.217605 Error norm: 74.479372 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.800 ***** Iteration #100 ***** Log-likelihood: -7767.092667 Feature norm: 95.201072 Error norm: 34.003222 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #101 ***** Log-likelihood: -7765.495116 Feature norm: 95.191706 Error norm: 33.839114 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #102 ***** Log-likelihood: -7764.146916 Feature norm: 95.174182 Error norm: 35.889692 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #103 ***** Log-likelihood: -7763.599912 Feature norm: 95.158944 Error norm: 63.428819 Active features: 7448562 Line search trials: 2 Line search step: 0.295531 Seconds required for this iteration: 10.130 ***** Iteration #104 ***** Log-likelihood: -7762.484830 Feature norm: 95.129213 Error norm: 44.906494 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #105 ***** Log-likelihood: -7761.776940 Feature norm: 95.100046 Error norm: 38.645805 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #106 ***** Log-likelihood: -7760.962103 Feature norm: 95.084756 Error norm: 27.278604 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #107 ***** Log-likelihood: -7760.207686 Feature norm: 95.073344 Error norm: 29.720092 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #108 ***** Log-likelihood: -7759.866180 Feature norm: 95.056089 Error norm: 34.784379 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #109 ***** Log-likelihood: -7758.982071 Feature norm: 95.055147 Error norm: 26.381424 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #110 ***** Log-likelihood: -7758.194456 Feature norm: 95.059715 Error norm: 22.361111 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #111 ***** Log-likelihood: -7758.110813 Feature norm: 95.058421 Error norm: 24.256605 Active features: 7448562 Line search trials: 2 Line search step: 0.163984 Seconds required for this iteration: 10.240 ***** Iteration #112 ***** Log-likelihood: -7757.916929 Feature norm: 95.059299 Error norm: 24.317091 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #113 ***** Log-likelihood: -7757.629332 Feature norm: 95.058659 Error norm: 19.381106 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #114 ***** Log-likelihood: -7757.516785 Feature norm: 95.057041 Error norm: 30.839056 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #115 ***** Log-likelihood: -7757.168204 Feature norm: 95.060546 Error norm: 19.619762 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #116 ***** Log-likelihood: -7756.823176 Feature norm: 95.066511 Error norm: 18.034381 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #117 ***** Log-likelihood: -7756.638963 Feature norm: 95.077543 Error norm: 28.611011 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #118 ***** Log-likelihood: -7756.554264 Feature norm: 95.089434 Error norm: 24.364625 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #119 ***** Log-likelihood: -7756.342899 Feature norm: 95.094986 Error norm: 28.470930 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.750 ***** Iteration #120 ***** Log-likelihood: -7756.167897 Feature norm: 95.098563 Error norm: 18.600679 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #121 ***** Log-likelihood: -7756.117571 Feature norm: 95.104072 Error norm: 14.535430 Active features: 7448562 Line search trials: 1 Line search step: 1.000000 Seconds required for this iteration: 5.760 ***** Iteration #122 ***** Log-likelihood: -7756.093020 Feature norm: 95.107160 Error norm: 13.721274 Active features: 7448562 Line search trials: 2 Line search step: 0.239800 Seconds required for this iteration: 10.140 ***** Iteration #123 ***** Log-likelihood: -7756.050721 Feature norm: 95.113062 Error norm: 12.426253 Active features: 7448562 Line search trials: 2 Line search step: 0.226586 Seconds required for this iteration: 10.210 ***** Iteration #124 ***** Log-likelihood: -7756.011158 Feature norm: 95.121079 Error norm: 13.396272 Active features: 7448562 Line search trials: 2 Line search step: 0.202014 Seconds required for this iteration: 10.160 ***** Iteration #125 ***** Log-likelihood: -7756.007192 Feature norm: 95.126522 Error norm: 12.641067 Active features: 7448562 Line search trials: 4 Line search step: 0.133393 Seconds required for this iteration: 18.880 ***** Iteration #126 ***** Log-likelihood: -7756.006828 Feature norm: 95.132164 Error norm: 16.503224 Active features: 7448562 Line search trials: 4 Line search step: 0.113862 Seconds required for this iteration: 18.890 L-BFGS terminated with error code (-1002) Total seconds required for L-BFGS: 882.770 Storing the model Number of active features: 7448562 (7448562) Number of active attributes: 338547 (338547) Number of active labels: 22 (22) Writing labels Writing attributes Writing feature references for transitions Writing feature references for attributes Seconds required: 1.650 End time of the training: 2009-03-01T07:03:54Z 924.875u 1.667s 15:29.47 99.6% 0+0k 0+0io 0pf+0w