$ /home/okazaki/local/bin/crf_learn -a CRF-L2 template.crfpp train.txt crfpp/lbfgs.model > crfpp/lbfgs.tr.log CRF++: Yet Another CRF Tool Kit Copyright (C) 2005-2009 Taku Kudo, All rights reserved. reading training data: 100.. 200.. 300.. 400.. 500.. 600.. 700.. 800.. 900.. 1000.. 1100.. 1200.. 1300.. 1400.. 1500.. 1600.. 1700.. 1800.. 1900.. 2000.. 2100.. 2200.. 2300.. 2400.. 2500.. 2600.. 2700.. 2800.. 2900.. 3000.. 3100.. 3200.. 3300.. 3400.. 3500.. 3600.. 3700.. 3800.. 3900.. 4000.. 4100.. 4200.. 4300.. 4400.. 4500.. 4600.. 4700.. 4800.. 4900.. 5000.. 5100.. 5200.. 5300.. 5400.. 5500.. 5600.. 5700.. 5800.. 5900.. 6000.. 6100.. 6200.. 6300.. 6400.. 6500.. 6600.. 6700.. 6800.. 6900.. 7000.. 7100.. 7200.. 7300.. 7400.. 7500.. 7600.. 7700.. 7800.. 7900.. 8000.. 8100.. 8200.. 8300.. 8400.. 8500.. 8600.. 8700.. 8800.. 8900.. Done!4.70 s Number of sentences: 8936 Number of features: 7448606 Number of thread(s): 1 Freq: 1 eta: 0.00010 C: 1.00000 shrinking size: 20 iter=0 terr=0.99027 serr=1.00000 act=7448606 obj=654457.14552 diff=1.00000 time=37.27000 iter=1 terr=0.38081 serr=0.99127 act=7448606 obj=550670.59420 diff=0.15858 time=38.84000 iter=2 terr=0.38081 serr=0.99127 act=7448606 obj=261275.15375 diff=0.52553 time=37.92000 iter=3 terr=0.25763 serr=0.95669 act=7448606 obj=159867.17219 diff=0.38813 time=38.08000 iter=4 terr=0.16532 serr=0.89526 act=7448606 obj=109161.89499 diff=0.31717 time=37.97000 iter=5 terr=0.12957 serr=0.81513 act=7448606 obj=88458.80631 diff=0.18965 time=37.99000 iter=6 terr=0.10383 serr=0.73735 act=7448606 obj=66671.22852 diff=0.24630 time=37.82000 iter=7 terr=0.09259 serr=0.70893 act=7448606 obj=60644.10870 diff=0.09040 time=37.90000 iter=8 terr=0.07953 serr=0.64962 act=7448606 obj=52307.78229 diff=0.13746 time=38.00000 iter=9 terr=0.07457 serr=0.63664 act=7448606 obj=49225.58420 diff=0.05892 time=37.93000 iter=10 terr=0.07201 serr=0.62321 act=7448606 obj=46375.06634 diff=0.05791 time=37.72000 iter=11 terr=0.06502 serr=0.57979 act=7448606 obj=39970.69511 diff=0.13810 time=37.84000 iter=12 terr=0.06179 serr=0.55137 act=7448606 obj=36310.97963 diff=0.09156 time=37.74000 iter=13 terr=0.05547 serr=0.52037 act=7448606 obj=32809.77805 diff=0.09642 time=37.84000 iter=14 terr=0.05326 serr=0.50750 act=7448606 obj=31000.10367 diff=0.05516 time=37.80000 iter=15 terr=0.05078 serr=0.49799 act=7448606 obj=28339.47830 diff=0.08583 time=37.70000 iter=16 terr=0.05193 serr=0.50459 act=7448606 obj=27491.11052 diff=0.02994 time=37.76000 iter=17 terr=0.04536 serr=0.45871 act=7448606 obj=25194.39251 diff=0.08354 time=37.76000 iter=18 terr=0.04431 serr=0.45143 act=7448606 obj=24484.20967 diff=0.02819 time=37.71000 iter=19 terr=0.04383 serr=0.45065 act=7448606 obj=23482.51885 diff=0.04091 time=37.64000 iter=20 terr=0.04211 serr=0.43498 act=7448606 obj=22521.68130 diff=0.04092 time=37.75000 iter=21 terr=0.04027 serr=0.42278 act=7448606 obj=21851.80509 diff=0.02974 time=37.74000 iter=22 terr=0.03769 serr=0.40432 act=7448606 obj=20811.92974 diff=0.04759 time=37.70000 iter=23 terr=0.03610 serr=0.39279 act=7448606 obj=20066.45823 diff=0.03582 time=37.70000 iter=24 terr=0.03308 serr=0.37030 act=7448606 obj=18730.96029 diff=0.06655 time=37.65000 iter=25 terr=0.03115 serr=0.35542 act=7448606 obj=17807.86708 diff=0.04928 time=37.64000 iter=26 terr=0.03036 serr=0.35027 act=7448606 obj=17264.10930 diff=0.03053 time=37.75000 iter=27 terr=0.02970 serr=0.34423 act=7448606 obj=16825.50439 diff=0.02541 time=37.76000 iter=28 terr=0.02690 serr=0.32140 act=7448606 obj=15745.34731 diff=0.06420 time=37.61000 iter=29 terr=0.02422 serr=0.29823 act=7448606 obj=14985.79816 diff=0.04824 time=37.72000 iter=30 terr=0.02301 serr=0.28715 act=7448606 obj=14338.59100 diff=0.04319 time=37.72000 iter=31 terr=0.02147 serr=0.27361 act=7448606 obj=13791.06762 diff=0.03819 time=37.76000 iter=32 terr=0.02135 serr=0.26891 act=7448606 obj=13368.32529 diff=0.03065 time=37.71000 iter=33 terr=0.01922 serr=0.25615 act=7448606 obj=12931.26608 diff=0.03269 time=37.67000 iter=34 terr=0.01890 serr=0.25436 act=7448606 obj=12782.62225 diff=0.01149 time=37.60000 iter=35 terr=0.01716 serr=0.23545 act=7448606 obj=12247.99656 diff=0.04182 time=37.63000 iter=36 terr=0.01589 serr=0.22314 act=7448606 obj=11860.07591 diff=0.03167 time=37.58000 iter=37 terr=0.01441 serr=0.20647 act=7448606 obj=11450.77031 diff=0.03451 time=37.71000 iter=38 terr=0.01293 serr=0.19237 act=7448606 obj=11140.56828 diff=0.02709 time=37.70000 iter=39 terr=0.01085 serr=0.17066 act=7448606 obj=10800.77818 diff=0.03050 time=37.79000 iter=40 terr=0.01219 serr=0.17883 act=7448606 obj=10868.20948 diff=0.00624 time=37.75000 iter=41 terr=0.01082 serr=0.17021 act=7448606 obj=10657.63614 diff=0.01938 time=36.74000 iter=42 terr=0.00997 serr=0.16092 act=7448606 obj=10501.22990 diff=0.01468 time=37.66000 iter=43 terr=0.00925 serr=0.15231 act=7448606 obj=10314.63113 diff=0.01777 time=37.74000 iter=44 terr=0.00883 serr=0.14581 act=7448606 obj=10160.23022 diff=0.01497 time=37.76000 iter=45 terr=0.00836 serr=0.14044 act=7448606 obj=9914.32102 diff=0.02420 time=37.74000 iter=46 terr=0.00758 serr=0.12825 act=7448606 obj=10007.14119 diff=0.00936 time=37.64000 iter=47 terr=0.00745 serr=0.12444 act=7448606 obj=9747.72327 diff=0.02592 time=36.88000 iter=48 terr=0.00693 serr=0.11851 act=7448606 obj=9556.62470 diff=0.01960 time=37.71000 iter=49 terr=0.00661 serr=0.11303 act=7448606 obj=9456.84829 diff=0.01044 time=37.62000 iter=50 terr=0.00633 serr=0.11045 act=7448606 obj=9374.80592 diff=0.00868 time=37.73000 iter=51 terr=0.00615 serr=0.10743 act=7448606 obj=9329.37193 diff=0.00485 time=37.74000 iter=52 terr=0.00558 serr=0.10060 act=7448606 obj=9202.87209 diff=0.01356 time=37.64000 iter=53 terr=0.00510 serr=0.09333 act=7448606 obj=9103.29318 diff=0.01082 time=37.65000 iter=54 terr=0.00411 serr=0.07733 act=7448606 obj=8908.16286 diff=0.02144 time=37.66000 iter=55 terr=0.00448 serr=0.08572 act=7448606 obj=9097.88872 diff=0.02130 time=37.80000 iter=56 terr=0.00390 serr=0.07531 act=7448606 obj=8837.27649 diff=0.02865 time=36.84000 iter=57 terr=0.00359 serr=0.07028 act=7448606 obj=8759.30874 diff=0.00882 time=37.82000 iter=58 terr=0.00340 serr=0.06558 act=7448606 obj=8696.92146 diff=0.00712 time=37.66000 iter=59 terr=0.00342 serr=0.06547 act=7448606 obj=8655.64266 diff=0.00475 time=37.73000 iter=60 terr=0.00337 serr=0.06435 act=7448606 obj=8626.70488 diff=0.00334 time=37.74000 iter=61 terr=0.00327 serr=0.06256 act=7448606 obj=8570.89894 diff=0.00647 time=37.82000 iter=62 terr=0.00311 serr=0.05931 act=7448606 obj=8536.85547 diff=0.00397 time=37.77000 iter=63 terr=0.00281 serr=0.05495 act=7448606 obj=8458.56870 diff=0.00917 time=37.83000 iter=64 terr=0.00237 serr=0.04678 act=7448606 obj=8457.79872 diff=0.00009 time=37.72000 iter=65 terr=0.00252 serr=0.04924 act=7448606 obj=8413.00376 diff=0.00530 time=36.87000 iter=66 terr=0.00221 serr=0.04510 act=7448606 obj=8349.63428 diff=0.00753 time=37.79000 iter=67 terr=0.00184 serr=0.03771 act=7448606 obj=8304.55668 diff=0.00540 time=37.82000 iter=68 terr=0.00186 serr=0.03760 act=7448606 obj=8293.37733 diff=0.00135 time=37.86000 iter=69 terr=0.00181 serr=0.03715 act=7448606 obj=8263.73320 diff=0.00357 time=37.76000 iter=70 terr=0.00179 serr=0.03671 act=7448606 obj=8253.61022 diff=0.00122 time=37.79000 iter=71 terr=0.00174 serr=0.03503 act=7448606 obj=8230.16753 diff=0.00284 time=37.90000 iter=72 terr=0.00168 serr=0.03380 act=7448606 obj=8207.37720 diff=0.00277 time=37.76000 iter=73 terr=0.00179 serr=0.03603 act=7448606 obj=8176.58491 diff=0.00375 time=37.76000 iter=74 terr=0.00152 serr=0.03100 act=7448606 obj=8134.27264 diff=0.00517 time=37.86000 iter=75 terr=0.00138 serr=0.02831 act=7448606 obj=8103.08635 diff=0.00383 time=37.79000 iter=76 terr=0.00120 serr=0.02484 act=7448606 obj=8080.64090 diff=0.00277 time=37.79000 iter=77 terr=0.00107 serr=0.02205 act=7448606 obj=8054.80731 diff=0.00320 time=37.80000 iter=78 terr=0.00112 serr=0.02316 act=7448606 obj=8044.08914 diff=0.00133 time=37.74000 iter=79 terr=0.00112 serr=0.02316 act=7448606 obj=8026.69954 diff=0.00216 time=37.78000 iter=80 terr=0.00105 serr=0.02137 act=7448606 obj=8008.63877 diff=0.00225 time=37.79000 iter=81 terr=0.00111 serr=0.02261 act=7448606 obj=7996.81197 diff=0.00148 time=37.86000 iter=82 terr=0.00099 serr=0.01992 act=7448606 obj=7972.98058 diff=0.00298 time=37.82000 iter=83 terr=0.00091 serr=0.01835 act=7448606 obj=7958.25033 diff=0.00185 time=37.85000 iter=84 terr=0.00083 serr=0.01679 act=7448606 obj=7944.93641 diff=0.00167 time=37.87000 iter=85 terr=0.00078 serr=0.01589 act=7448606 obj=7922.27673 diff=0.00285 time=37.86000 iter=86 terr=0.00071 serr=0.01343 act=7448606 obj=7947.30615 diff=0.00316 time=37.94000 iter=87 terr=0.00072 serr=0.01444 act=7448606 obj=7911.04747 diff=0.00456 time=36.94000 iter=88 terr=0.00066 serr=0.01309 act=7448606 obj=7897.89889 diff=0.00166 time=37.86000 iter=89 terr=0.00070 serr=0.01376 act=7448606 obj=7888.02483 diff=0.00125 time=37.89000 iter=90 terr=0.00071 serr=0.01399 act=7448606 obj=7878.15375 diff=0.00125 time=37.97000 iter=91 terr=0.00071 serr=0.01410 act=7448606 obj=7861.00432 diff=0.00218 time=37.77000 iter=92 terr=0.00069 serr=0.01343 act=7448606 obj=7847.25252 diff=0.00175 time=37.89000 iter=93 terr=0.00077 serr=0.01500 act=7448606 obj=7832.60079 diff=0.00187 time=37.95000 iter=94 terr=0.00080 serr=0.01611 act=7448606 obj=7824.66758 diff=0.00101 time=37.95000 iter=95 terr=0.00079 serr=0.01567 act=7448606 obj=7817.64399 diff=0.00090 time=37.86000 iter=96 terr=0.00077 serr=0.01522 act=7448606 obj=7812.96549 diff=0.00060 time=37.81000 iter=97 terr=0.00076 serr=0.01500 act=7448606 obj=7801.19830 diff=0.00151 time=37.85000 iter=98 terr=0.00082 serr=0.01645 act=7448606 obj=7787.97232 diff=0.00170 time=37.91000 iter=99 terr=0.00089 serr=0.01791 act=7448606 obj=7780.11537 diff=0.00101 time=37.87000 iter=100 terr=0.00091 serr=0.01835 act=7448606 obj=7771.40157 diff=0.00112 time=37.82000 iter=101 terr=0.00091 serr=0.01846 act=7448606 obj=7767.32673 diff=0.00052 time=37.93000 iter=102 terr=0.00093 serr=0.01858 act=7448606 obj=7767.39602 diff=0.00001 time=37.91000 iter=103 terr=0.00092 serr=0.01858 act=7448606 obj=7764.48199 diff=0.00038 time=36.90000 iter=104 terr=0.00094 serr=0.01880 act=7448606 obj=7761.26477 diff=0.00041 time=37.92000 iter=105 terr=0.00092 serr=0.01835 act=7448606 obj=7758.60132 diff=0.00034 time=37.88000 iter=106 terr=0.00093 serr=0.01846 act=7448606 obj=7753.86711 diff=0.00061 time=37.85000 iter=107 terr=0.00097 serr=0.01925 act=7448606 obj=7748.68447 diff=0.00067 time=37.95000 iter=108 terr=0.00103 serr=0.02037 act=7448606 obj=7750.61330 diff=0.00025 time=37.88000 iter=109 terr=0.00099 serr=0.01958 act=7448606 obj=7745.36676 diff=0.00068 time=36.95000 iter=110 terr=0.00108 serr=0.02149 act=7448606 obj=7741.37269 diff=0.00052 time=37.88000 iter=111 terr=0.00110 serr=0.02160 act=7448606 obj=7739.53223 diff=0.00024 time=37.84000 iter=112 terr=0.00110 serr=0.02160 act=7448606 obj=7737.90908 diff=0.00021 time=37.92000 iter=113 terr=0.00106 serr=0.02104 act=7448606 obj=7734.57551 diff=0.00043 time=37.93000 iter=114 terr=0.00107 serr=0.02137 act=7448606 obj=7731.51545 diff=0.00040 time=37.89000 iter=115 terr=0.00107 serr=0.02126 act=7448606 obj=7729.16988 diff=0.00030 time=37.91000 iter=116 terr=0.00110 serr=0.02182 act=7448606 obj=7726.88076 diff=0.00030 time=37.89000 iter=117 terr=0.00113 serr=0.02272 act=7448606 obj=7725.42904 diff=0.00019 time=37.94000 iter=118 terr=0.00116 serr=0.02294 act=7448606 obj=7725.03593 diff=0.00005 time=37.90000 iter=119 terr=0.00114 serr=0.02272 act=7448606 obj=7723.91886 diff=0.00014 time=37.93000 iter=120 terr=0.00113 serr=0.02261 act=7448606 obj=7723.45780 diff=0.00006 time=37.88000 iter=121 terr=0.00115 serr=0.02294 act=7448606 obj=7722.68805 diff=0.00010 time=37.88000 iter=122 terr=0.00110 serr=0.02193 act=7448606 obj=7721.66203 diff=0.00013 time=37.89000 iter=123 terr=0.00105 serr=0.02104 act=7448606 obj=7720.02116 diff=0.00021 time=37.84000 iter=124 terr=0.00105 serr=0.02115 act=7448606 obj=7718.51022 diff=0.00020 time=37.87000 iter=125 terr=0.00104 serr=0.02081 act=7448606 obj=7717.36368 diff=0.00015 time=37.98000 iter=126 terr=0.00105 serr=0.02115 act=7448606 obj=7716.55221 diff=0.00011 time=37.78000 iter=127 terr=0.00103 serr=0.02070 act=7448606 obj=7715.93154 diff=0.00008 time=37.85000 iter=128 terr=0.00102 serr=0.02059 act=7448606 obj=7715.14749 diff=0.00010 time=37.87000 iter=129 terr=0.00103 serr=0.02070 act=7448606 obj=7714.69536 diff=0.00006 time=37.89000 iter=130 terr=0.00106 serr=0.02115 act=7448606 obj=7714.14423 diff=0.00007 time=37.83000 iter=131 terr=0.00103 serr=0.02070 act=7448606 obj=7713.46494 diff=0.00009 time=37.97000 Done!4985.80 s