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train_discourse_parser.log
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# Input Preparation
cd /opt/discourse-parsing
# this creates rst_discourse_tb_edus_TEST.json and rst_discourse_tb_edus_TRAINING.json
time convert_rst_discourse_tb /corpora/rst_discourse_treebank /corpora/pennTreebank
/usr/local/lib/python3.5/dist-packages/sklearn/utils/fixes.py:55: DeprecationWarning: inspect.getargspec() is deprecated, use inspect.signature() instead
if 'order' in inspect.getargspec(np.copy)[0]:
2016-11-13 22:36:23,826 - root - WARNING - Warnings related to minor issues that are difficult to resolve will be logged for the following files: file1.edus, file5.edus, wsj_0678.out.edus, and wsj_2343.out.edus. Multiple warnings 'not enough syntax trees' will be produced because the RSTDTB has footers that are not in the PTB (e.g., indicating where a story is written). Also, there are some loose match warnings because of differences in formatting between treebanks.
2016-11-13 22:36:23,826 - root - INFO - TRAINING
2016-11-13 22:36:23,829 - root - INFO - 0 file1.edus
2016-11-13 22:36:24,773 - root - WARNING - EDIT DISTANCE > 3 IN file1.edus: edu string = founded by, edu tokens = ['founded', 'by', 'his', 'grandfather', '.'], edu idx = 86
2016-11-13 22:36:24,773 - root - INFO - 1 file2.edus
2016-11-13 22:36:25,111 - root - INFO - 2 file3.edus
2016-11-13 22:36:29,659 - root - INFO - 3 file4.edus
2016-11-13 22:36:30,694 - root - INFO - 4 file5.edus
2016-11-13 22:36:33,594 - root - WARNING - EDIT DISTANCE > 3 IN file5.edus: edu string = which sparked a selling panic among analysts, edu tokens = ['which', 'sparked', 'a', 'selling', 'panic', 'among'], edu idx = 20
2016-11-13 22:36:33,945 - root - INFO - 5 wsj_0600.out.edus
2016-11-13 22:36:33,966 - root - INFO - 6 wsj_0601.out.edus
2016-11-13 22:36:34,772 - root - INFO - 7 wsj_0603.out.edus
2016-11-13 22:36:34,779 - root - WARNING - Not enough syntax trees for wsj_0603.out.edus, probably because the RSTDB contains a footer that is not in the PTB. The remaining EDUs will be automatically tagged.
2016-11-13 22:36:34,950 - root - INFO - 8 wsj_0604.out.edus
2016-11-13 22:36:37,249 - root - INFO - 9 wsj_0605.out.edus
2016-11-13 22:36:37,256 - root - WARNING - Not enough syntax trees for wsj_0605.out.edus, probably because the RSTDB contains a footer that is not in the PTB. The remaining EDUs will be automatically tagged.
2016-11-13 22:36:37,280 - root - INFO - 10 wsj_0606.out.edus
2016-11-13 22:36:37,768 - root - INFO - 11 wsj_0608.out.edus
2016-11-13 22:36:37,774 - root - WARNING - Not enough syntax trees for wsj_0608.out.edus, probably because the RSTDB contains a footer that is not in the PTB. The remaining EDUs will be automatically tagged.
2016-11-13 22:36:37,798 - root - INFO - 12 wsj_0609.out.edus
2016-11-13 22:36:40,380 - root - WARNING - Not enough syntax trees for wsj_0609.out.edus, probably because the RSTDB contains a footer that is not in the PTB. The remaining EDUs will be automatically tagged.
2016-11-13 22:36:40,774 - root - INFO - 13 wsj_0610.out.edus
2016-11-13 22:36:41,914 - root - INFO - 14 wsj_0611.out.edus
2016-11-13 22:36:41,924 - root - WARNING - Not enough syntax trees for wsj_0611.out.edus, probably because the RSTDB contains a footer that is not in the PTB. The remaining EDUs will be automatically tagged.
2016-11-13 22:36:41,939 - root - INFO - 15 wsj_0612.out.edus
2016-11-13 22:36:42,073 - root - INFO - 16 wsj_0613.out.edus
2016-11-13 22:36:42,217 - root - INFO - 17 wsj_0614.out.edus
2016-11-13 22:36:42,226 - root - WARNING - Not enough syntax trees for wsj_0614.out.edus, probably because the RSTDB contains a footer that is not in the PTB. The remaining EDUs will be automatically tagged.
2016-11-13 22:36:42,244 - root - INFO - 18 wsj_0615.out.edus
2016-11-13 22:36:42,320 - root - INFO - 19 wsj_0617.out.edus
2016-11-13 22:36:45,259 - root - INFO - 20 wsj_0618.out.edus
2016-11-13 22:36:45,425 - root - INFO - 21 wsj_0619.out.edus
2016-11-13 22:36:45,867 - root - INFO - 22 wsj_0620.out.edus
2016-11-13 22:36:46,022 - root - INFO - 23 wsj_0621.out.edus
2016-11-13 22:36:46,163 - root - INFO - 24 wsj_0622.out.edus
2016-11-13 22:36:46,302 - root - INFO - 25 wsj_0624.out.edus
2016-11-13 22:36:46,463 - root - INFO - 26 wsj_0625.out.edus
2016-11-13 22:36:46,599 - root - INFO - 27 wsj_0626.out.edus
2016-11-13 22:36:46,726 - root - INFO - 28 wsj_0628.out.edus
2016-11-13 22:36:47,420 - root - INFO - 29 wsj_0629.out.edus
2016-11-13 22:36:50,491 - root - INFO - 30 wsj_0630.out.edus
2016-11-13 22:36:50,608 - root - INFO - 31 wsj_0631.out.edus
2016-11-13 22:36:50,693 - root - INFO - 32 wsj_0633.out.edus
2016-11-13 22:36:54,600 - root - INFO - 33 wsj_0634.out.edus
2016-11-13 22:36:55,035 - root - INFO - 34 wsj_0635.out.edus
2016-11-13 22:36:55,116 - root - INFO - 35 wsj_0636.out.edus
2016-11-13 22:36:55,173 - root - INFO - 36 wsj_0637.out.edus
2016-11-13 22:36:55,267 - root - INFO - 37 wsj_0638.out.edus
2016-11-13 22:36:55,607 - root - INFO - 38 wsj_0639.out.edus
2016-11-13 22:36:55,680 - root - INFO - 39 wsj_0640.out.edus
2016-11-13 22:36:56,057 - root - INFO - 40 wsj_0641.out.edus
2016-11-13 22:36:56,215 - root - INFO - 41 wsj_0642.out.edus
2016-11-13 22:36:56,293 - root - INFO - 42 wsj_0643.out.edus
2016-11-13 22:36:56,362 - root - INFO - 43 wsj_0645.out.edus
2016-11-13 22:36:56,471 - root - INFO - 44 wsj_0646.out.edus
2016-11-13 22:36:56,503 - root - INFO - 45 wsj_0647.out.edus
2016-11-13 22:36:56,617 - root - INFO - 46 wsj_0648.out.edus
2016-11-13 22:36:57,405 - root - INFO - 47 wsj_0649.out.edus
2016-11-13 22:36:57,484 - root - INFO - 48 wsj_0650.out.edus
2016-11-13 22:36:57,538 - root - INFO - 49 wsj_0651.out.edus
2016-11-13 22:36:57,667 - root - INFO - 50 wsj_0652.out.edus
2016-11-13 22:36:57,759 - root - INFO - 51 wsj_0653.out.edus
2016-11-13 22:36:57,882 - root - INFO - 52 wsj_0656.out.edus
2016-11-13 22:36:57,992 - root - INFO - 53 wsj_0657.out.edus
2016-11-13 22:36:58,096 - root - INFO - 54 wsj_0658.out.edus
2016-11-13 22:36:58,216 - root - INFO - 55 wsj_0659.out.edus
2016-11-13 22:36:58,359 - root - INFO - 56 wsj_0660.out.edus
2016-11-13 22:36:58,441 - root - INFO - 57 wsj_0661.out.edus
2016-11-13 22:36:58,625 - root - INFO - 58 wsj_0662.out.edus
2016-11-13 22:36:58,712 - root - INFO - 59 wsj_0663.out.edus
2016-11-13 22:36:58,794 - root - INFO - 60 wsj_0664.out.edus
2016-11-13 22:37:02,505 - root - INFO - 61 wsj_0665.out.edus
2016-11-13 22:37:02,589 - root - INFO - 62 wsj_0666.out.edus
2016-11-13 22:37:03,489 - root - INFO - 63 wsj_0668.out.edus
2016-11-13 22:37:03,561 - root - INFO - 64 wsj_0669.out.edus
2016-11-13 22:37:03,705 - root - INFO - 65 wsj_0670.out.edus
2016-11-13 22:37:03,845 - root - INFO - 66 wsj_0671.out.edus
2016-11-13 22:37:06,874 - root - INFO - 67 wsj_0672.out.edus
2016-11-13 22:37:07,037 - root - INFO - 68 wsj_0673.out.edus
2016-11-13 22:37:07,131 - root - INFO - 69 wsj_0674.out.edus
2016-11-13 22:37:07,326 - root - INFO - 70 wsj_0675.out.edus
2016-11-13 22:37:07,741 - root - INFO - 71 wsj_0676.out.edus
2016-11-13 22:37:07,974 - root - INFO - 72 wsj_0677.out.edus
2016-11-13 22:37:08,570 - root - INFO - 73 wsj_0678.out.edus
2016-11-13 22:37:08,780 - root - WARNING - SKIPPED A TREE. file = wsj_0678.out.edus tree_index = 10, edu_start_indices[-1][0] = 8, edu index = 18
2016-11-13 22:37:08,824 - root - WARNING - EDIT DISTANCE > 3 IN wsj_0678.out.edus: edu string = 9.5 million common shares, via Alex. Brown & Sons Inc., edu tokens = ['9.5', 'million', 'common', 'shares', ',', 'via', 'Alex', '.'], edu idx = 17
2016-11-13 22:37:08,928 - root - INFO - 74 wsj_0679.out.edus
2016-11-13 22:37:09,041 - root - INFO - 75 wsj_0680.out.edus
2016-11-13 22:37:09,098 - root - INFO - 76 wsj_0681.out.edus
2016-11-13 22:37:13,549 - root - INFO - 77 wsj_0682.out.edus
2016-11-13 22:37:13,848 - root - INFO - 78 wsj_0683.out.edus
2016-11-13 22:37:14,256 - root - INFO - 79 wsj_0685.out.edus
2016-11-13 22:37:14,290 - root - INFO - 80 wsj_0686.out.edus
2016-11-13 22:37:15,178 - root - INFO - 81 wsj_0687.out.edus
2016-11-13 22:37:16,247 - root - INFO - 82 wsj_0688.out.edus
2016-11-13 22:37:16,620 - root - INFO - 83 wsj_0690.out.edus
2016-11-13 22:37:17,494 - root - INFO - 84 wsj_0691.out.edus
2016-11-13 22:37:17,516 - root - INFO - 85 wsj_0692.out.edus
2016-11-13 22:37:20,691 - root - INFO - 86 wsj_0693.out.edus
2016-11-13 22:37:22,022 - root - INFO - 87 wsj_0694.out.edus
2016-11-13 22:37:22,106 - root - WARNING - Not enough syntax trees for wsj_0694.out.edus, probably because the RSTDB contains a footer that is not in the PTB. The remaining EDUs will be automatically tagged.
2016-11-13 22:37:22,228 - root - INFO - 88 wsj_0695.out.edus
2016-11-13 22:37:22,356 - root - INFO - 89 wsj_0696.out.edus
2016-11-13 22:37:22,374 - root - WARNING - Not enough syntax trees for wsj_0696.out.edus, probably because the RSTDB contains a footer that is not in the PTB. The remaining EDUs will be automatically tagged.
2016-11-13 22:37:22,406 - root - INFO - 90 wsj_0697.out.edus
2016-11-13 22:37:22,502 - root - INFO - 91 wsj_0698.out.edus
2016-11-13 22:37:22,533 - root - INFO - 92 wsj_0699.out.edus
2016-11-13 22:37:22,555 - root - INFO - 93 wsj_1100.out.edus
2016-11-13 22:37:22,569 - root - INFO - 94 wsj_1101.out.edus
2016-11-13 22:37:23,364 - root - INFO - 95 wsj_1102.out.edus
2016-11-13 22:37:23,932 - root - INFO - 96 wsj_1103.out.edus
2016-11-13 22:37:24,383 - root - INFO - 97 wsj_1104.out.edus
2016-11-13 22:37:24,436 - root - INFO - 98 wsj_1105.out.edus
2016-11-13 22:37:25,720 - root - INFO - 99 wsj_1106.out.edus
2016-11-13 22:37:25,787 - root - INFO - 100 wsj_1107.out.edus
2016-11-13 22:37:26,001 - root - WARNING - Not enough syntax trees for wsj_1107.out.edus, probably because the RSTDB contains a footer that is not in the PTB. The remaining EDUs will be automatically tagged.
2016-11-13 22:37:26,116 - root - INFO - 101 wsj_1108.out.edus
2016-11-13 22:37:26,173 - root - INFO - 102 wsj_1109.out.edus
2016-11-13 22:37:26,416 - root - INFO - 103 wsj_1110.out.edus
2016-11-13 22:37:26,973 - root - INFO - 104 wsj_1111.out.edus
2016-11-13 22:37:27,235 - root - INFO - 105 wsj_1112.out.edus
2016-11-13 22:37:27,264 - root - INFO - 106 wsj_1114.out.edus
2016-11-13 22:37:27,286 - root - INFO - 107 wsj_1115.out.edus
2016-11-13 22:37:27,309 - root - INFO - 108 wsj_1116.out.edus
2016-11-13 22:37:27,438 - root - INFO - 109 wsj_1117.out.edus
2016-11-13 22:37:27,482 - root - INFO - 110 wsj_1118.out.edus
2016-11-13 22:37:28,008 - root - INFO - 111 wsj_1119.out.edus
2016-11-13 22:37:28,028 - root - INFO - 112 wsj_1120.out.edus
2016-11-13 22:37:29,956 - root - INFO - 113 wsj_1121.out.edus
2016-11-13 22:37:31,249 - root - INFO - 114 wsj_1122.out.edus
2016-11-13 22:37:32,864 - root - INFO - 115 wsj_1123.out.edus
2016-11-13 22:37:33,260 - root - INFO - 116 wsj_1124.out.edus
2016-11-13 22:37:33,474 - root - INFO - 117 wsj_1125.out.edus
2016-11-13 22:37:33,951 - root - INFO - 118 wsj_1127.out.edus
2016-11-13 22:37:34,008 - root - INFO - 119 wsj_1128.out.edus
2016-11-13 22:37:36,363 - root - WARNING - loose match: tok = It, remainder of EDU: "It's a real dog."
2016-11-13 22:37:36,777 - root - INFO - 120 wsj_1130.out.edus
2016-11-13 22:37:36,884 - root - INFO - 121 wsj_1131.out.edus
2016-11-13 22:37:39,849 - root - INFO - 122 wsj_1132.out.edus
2016-11-13 22:37:39,874 - root - INFO - 123 wsj_1133.out.edus
2016-11-13 22:37:40,000 - root - INFO - 124 wsj_1134.out.edus
2016-11-13 22:37:40,040 - root - INFO - 125 wsj_1135.out.edus
2016-11-13 22:37:40,486 - root - INFO - 126 wsj_1136.out.edus
2016-11-13 22:37:40,931 - root - INFO - 127 wsj_1137.out.edus
2016-11-13 22:37:42,994 - root - INFO - 128 wsj_1138.out.edus
2016-11-13 22:37:43,420 - root - INFO - 129 wsj_1139.out.edus
2016-11-13 22:37:43,844 - root - INFO - 130 wsj_1140.out.edus
2016-11-13 22:37:44,631 - root - INFO - 131 wsj_1141.out.edus
2016-11-13 22:37:44,759 - root - INFO - 132 wsj_1143.out.edus
2016-11-13 22:37:45,668 - root - INFO - 133 wsj_1144.out.edus
2016-11-13 22:37:45,984 - root - INFO - 134 wsj_1145.out.edus
2016-11-13 22:37:46,335 - root - INFO - 135 wsj_1147.out.edus
2016-11-13 22:37:47,642 - root - INFO - 136 wsj_1149.out.edus
2016-11-13 22:37:48,229 - root - INFO - 137 wsj_1150.out.edus
2016-11-13 22:37:48,594 - root - INFO - 138 wsj_1151.out.edus
2016-11-13 22:37:48,983 - root - INFO - 139 wsj_1152.out.edus
2016-11-13 22:37:49,029 - root - INFO - 140 wsj_1153.out.edus
2016-11-13 22:37:49,072 - root - INFO - 141 wsj_1154.out.edus
2016-11-13 22:37:54,071 - root - INFO - 142 wsj_1155.out.edus
2016-11-13 22:37:54,441 - root - INFO - 143 wsj_1156.out.edus
2016-11-13 22:37:54,993 - root - INFO - 144 wsj_1157.out.edus
2016-11-13 22:37:56,078 - root - INFO - 145 wsj_1158.out.edus
2016-11-13 22:37:56,747 - root - WARNING - loose match: -- ==> - creatures
2016-11-13 22:37:57,104 - root - INFO - 146 wsj_1159.out.edus
2016-11-13 22:37:57,417 - root - INFO - 147 wsj_1160.out.edus
2016-11-13 22:37:58,409 - root - INFO - 148 wsj_1161.out.edus
2016-11-13 22:38:00,580 - root - WARNING - loose match: tok = Tourism, remainder of EDU: <Tourism Authority --
2016-11-13 22:38:01,078 - root - INFO - 149 wsj_1162.out.edus
2016-11-13 22:38:02,831 - root - INFO - 150 wsj_1163.out.edus
2016-11-13 22:38:04,174 - root - INFO - 151 wsj_1164.out.edus
2016-11-13 22:38:04,421 - root - INFO - 152 wsj_1165.out.edus
2016-11-13 22:38:04,800 - root - INFO - 153 wsj_1166.out.edus
2016-11-13 22:38:05,205 - root - INFO - 154 wsj_1167.out.edus
2016-11-13 22:38:05,253 - root - INFO - 155 wsj_1168.out.edus
2016-11-13 22:38:05,369 - root - INFO - 156 wsj_1170.out.edus
2016-11-13 22:38:05,439 - root - INFO - 157 wsj_1171.out.edus
2016-11-13 22:38:06,384 - root - WARNING - loose match: ` ==> 'controlled chaos, '"
2016-11-13 22:38:06,691 - root - INFO - 158 wsj_1172.out.edus
2016-11-13 22:38:07,226 - root - INFO - 159 wsj_1173.out.edus
2016-11-13 22:38:07,295 - root - INFO - 160 wsj_1174.out.edus
2016-11-13 22:38:08,199 - root - INFO - 161 wsj_1175.out.edus
2016-11-13 22:38:08,248 - root - INFO - 162 wsj_1176.out.edus
2016-11-13 22:38:08,352 - root - INFO - 163 wsj_1177.out.edus
2016-11-13 22:38:08,544 - root - INFO - 164 wsj_1178.out.edus
2016-11-13 22:38:08,910 - root - INFO - 165 wsj_1179.out.edus
2016-11-13 22:38:09,000 - root - INFO - 166 wsj_1180.out.edus
2016-11-13 22:38:09,063 - root - INFO - 167 wsj_1181.out.edus
2016-11-13 22:38:09,142 - root - INFO - 168 wsj_1182.out.edus
2016-11-13 22:38:09,243 - root - INFO - 169 wsj_1184.out.edus
2016-11-13 22:38:10,120 - root - INFO - 170 wsj_1185.out.edus
2016-11-13 22:38:10,258 - root - INFO - 171 wsj_1186.out.edus
2016-11-13 22:38:10,375 - root - INFO - 172 wsj_1187.out.edus
2016-11-13 22:38:11,899 - root - INFO - 173 wsj_1188.out.edus
2016-11-13 22:38:11,979 - root - INFO - 174 wsj_1190.out.edus
2016-11-13 22:38:12,686 - root - INFO - 175 wsj_1191.out.edus
2016-11-13 22:38:12,805 - root - INFO - 176 wsj_1192.out.edus
2016-11-13 22:38:13,836 - root - INFO - 177 wsj_1193.out.edus
2016-11-13 22:38:14,561 - root - INFO - 178 wsj_1194.out.edus
2016-11-13 22:38:14,673 - root - INFO - 179 wsj_1195.out.edus
2016-11-13 22:38:15,011 - root - INFO - 180 wsj_1196.out.edus
2016-11-13 22:38:15,109 - root - INFO - 181 wsj_1198.out.edus
2016-11-13 22:38:15,174 - root - INFO - 182 wsj_1199.out.edus
2016-11-13 22:38:15,253 - root - INFO - 183 wsj_1300.out.edus
2016-11-13 22:38:15,313 - root - INFO - 184 wsj_1301.out.edus
2016-11-13 22:38:15,371 - root - INFO - 185 wsj_1302.out.edus
2016-11-13 22:38:20,002 - root - INFO - 186 wsj_1303.out.edus
2016-11-13 22:38:21,083 - root - INFO - 187 wsj_1304.out.edus
2016-11-13 22:38:21,273 - root - INFO - 188 wsj_1305.out.edus
2016-11-13 22:38:22,685 - root - INFO - 189 wsj_1308.out.edus
2016-11-13 22:38:22,740 - root - INFO - 190 wsj_1309.out.edus
2016-11-13 22:38:23,073 - root - INFO - 191 wsj_1310.out.edus
2016-11-13 22:38:23,204 - root - INFO - 192 wsj_1311.out.edus
2016-11-13 22:38:24,481 - root - INFO - 193 wsj_1312.out.edus
2016-11-13 22:38:25,830 - root - INFO - 194 wsj_1313.out.edus
2016-11-13 22:38:25,992 - root - INFO - 195 wsj_1314.out.edus
2016-11-13 22:38:27,673 - root - INFO - 196 wsj_1315.out.edus
2016-11-13 22:38:28,252 - root - INFO - 197 wsj_1316.out.edus
2016-11-13 22:38:28,686 - root - INFO - 198 wsj_1317.out.edus
2016-11-13 22:38:31,487 - root - INFO - 199 wsj_1318.out.edus
2016-11-13 22:38:31,746 - root - INFO - 200 wsj_1319.out.edus
2016-11-13 22:38:32,858 - root - INFO - 201 wsj_1320.out.edus
2016-11-13 22:38:35,091 - root - INFO - 202 wsj_1321.out.edus
2016-11-13 22:38:35,148 - root - INFO - 203 wsj_1322.out.edus
2016-11-13 22:38:37,765 - root - INFO - 204 wsj_1323.out.edus
2016-11-13 22:38:38,461 - root - INFO - 205 wsj_1324.out.edus
2016-11-13 22:38:38,513 - root - INFO - 206 wsj_1326.out.edus
2016-11-13 22:38:38,557 - root - INFO - 207 wsj_1327.out.edus
2016-11-13 22:38:40,110 - root - INFO - 208 wsj_1328.out.edus
2016-11-13 22:38:41,540 - root - INFO - 209 wsj_1329.out.edus
2016-11-13 22:38:41,686 - root - INFO - 210 wsj_1330.out.edus
2016-11-13 22:38:42,862 - root - INFO - 211 wsj_1332.out.edus
2016-11-13 22:38:43,193 - root - INFO - 212 wsj_1333.out.edus
2016-11-13 22:38:43,330 - root - INFO - 213 wsj_1334.out.edus
2016-11-13 22:38:43,754 - root - INFO - 214 wsj_1335.out.edus
2016-11-13 22:38:44,418 - root - INFO - 215 wsj_1336.out.edus
2016-11-13 22:38:44,529 - root - INFO - 216 wsj_1337.out.edus
2016-11-13 22:38:46,075 - root - INFO - 217 wsj_1338.out.edus
2016-11-13 22:38:46,178 - root - INFO - 218 wsj_1339.out.edus
2016-11-13 22:38:46,694 - root - INFO - 219 wsj_1340.out.edus
2016-11-13 22:38:46,776 - root - INFO - 220 wsj_1341.out.edus
2016-11-13 22:38:46,824 - root - INFO - 221 wsj_1342.out.edus
2016-11-13 22:38:46,843 - root - INFO - 222 wsj_1343.out.edus
2016-11-13 22:38:46,902 - root - INFO - 223 wsj_1344.out.edus
2016-11-13 22:38:46,969 - root - INFO - 224 wsj_1345.out.edus
2016-11-13 22:38:47,035 - root - INFO - 225 wsj_1347.out.edus
2016-11-13 22:38:47,420 - root - INFO - 226 wsj_1348.out.edus
2016-11-13 22:38:47,484 - root - INFO - 227 wsj_1349.out.edus
2016-11-13 22:38:48,281 - root - INFO - 228 wsj_1350.out.edus
2016-11-13 22:38:48,339 - root - INFO - 229 wsj_1351.out.edus
2016-11-13 22:38:48,476 - root - INFO - 230 wsj_1352.out.edus
2016-11-13 22:38:48,515 - root - INFO - 231 wsj_1353.out.edus
2016-11-13 22:38:49,398 - root - INFO - 232 wsj_1355.out.edus
2016-11-13 22:38:49,481 - root - INFO - 233 wsj_1356.out.edus
2016-11-13 22:38:49,598 - root - INFO - 234 wsj_1357.out.edus
2016-11-13 22:38:49,695 - root - INFO - 235 wsj_1358.out.edus
2016-11-13 22:38:49,851 - root - INFO - 236 wsj_1359.out.edus
2016-11-13 22:38:50,004 - root - INFO - 237 wsj_1360.out.edus
2016-11-13 22:38:50,108 - root - INFO - 238 wsj_1361.out.edus
2016-11-13 22:38:50,179 - root - INFO - 239 wsj_1362.out.edus
2016-11-13 22:38:50,295 - root - INFO - 240 wsj_1363.out.edus
2016-11-13 22:38:50,413 - root - INFO - 241 wsj_1364.out.edus
2016-11-13 22:38:50,842 - root - INFO - 242 wsj_1366.out.edus
2016-11-13 22:38:53,240 - root - INFO - 243 wsj_1367.out.edus
2016-11-13 22:38:56,774 - root - INFO - 244 wsj_1368.out.edus
2016-11-13 22:38:58,159 - root - INFO - 245 wsj_1369.out.edus
2016-11-13 22:38:58,196 - root - INFO - 246 wsj_1370.out.edus
2016-11-13 22:38:58,239 - root - INFO - 247 wsj_1371.out.edus
2016-11-13 22:38:58,568 - root - INFO - 248 wsj_1372.out.edus
2016-11-13 22:38:59,574 - root - INFO - 249 wsj_1373.out.edus
2016-11-13 22:39:00,573 - root - WARNING - A paragraph is split across trees. doc: wsj_1373.out.edus, chars: ['chipsmemoryishere', 'todayheretomorrow'], EDU: chipsmemoryisheretodayheretomorrow
2016-11-13 22:39:00,574 - root - WARNING - A paragraph is split across trees. doc: wsj_1373.out.edus, chars: ['japanesereversetack', 'onpatentprotection'], EDU: japanesereversetackonpatentprotection
2016-11-13 22:39:00,575 - root - WARNING - The number of sentences that start a paragraph is not equal to the number of paragraphs. This is probably due to trees being split across paragraphs. doc: wsj_1373.out.edus
2016-11-13 22:39:00,883 - root - INFO - 250 wsj_1374.out.edus
2016-11-13 22:39:01,268 - root - INFO - 251 wsj_1375.out.edus
2016-11-13 22:39:03,701 - root - INFO - 252 wsj_1377.out.edus
2016-11-13 22:39:05,715 - root - WARNING - Not enough syntax trees for wsj_1377.out.edus, probably because the RSTDB contains a footer that is not in the PTB. The remaining EDUs will be automatically tagged.
2016-11-13 22:39:06,160 - root - INFO - 253 wsj_1378.out.edus
2016-11-13 22:39:06,176 - root - INFO - 254 wsj_1379.out.edus
2016-11-13 22:39:06,550 - root - INFO - 255 wsj_1381.out.edus
2016-11-13 22:39:06,743 - root - INFO - 256 wsj_1382.out.edus
2016-11-13 22:39:06,758 - root - WARNING - Not enough syntax trees for wsj_1382.out.edus, probably because the RSTDB contains a footer that is not in the PTB. The remaining EDUs will be automatically tagged.
2016-11-13 22:39:06,793 - root - INFO - 257 wsj_1383.out.edus
2016-11-13 22:39:06,820 - root - INFO - 258 wsj_1384.out.edus
2016-11-13 22:39:06,832 - root - INFO - 259 wsj_1385.out.edus
2016-11-13 22:39:06,875 - root - INFO - 260 wsj_1386.out.edus
2016-11-13 22:39:07,555 - root - INFO - 261 wsj_1388.out.edus
2016-11-13 22:39:09,519 - root - INFO - 262 wsj_1389.out.edus
2016-11-13 22:39:10,332 - root - INFO - 263 wsj_1390.out.edus
2016-11-13 22:39:11,975 - root - INFO - 264 wsj_1391.out.edus
2016-11-13 22:39:12,670 - root - INFO - 265 wsj_1392.out.edus
2016-11-13 22:39:12,702 - root - INFO - 266 wsj_1393.out.edus
2016-11-13 22:39:12,750 - root - INFO - 267 wsj_1394.out.edus
2016-11-13 22:39:17,486 - root - INFO - 268 wsj_1395.out.edus
2016-11-13 22:39:17,528 - root - INFO - 269 wsj_1396.out.edus
2016-11-13 22:39:17,852 - root - INFO - 270 wsj_1397.out.edus
2016-11-13 22:39:19,766 - root - INFO - 271 wsj_1398.out.edus
2016-11-13 22:39:19,788 - root - WARNING - A paragraph is split across trees. doc: wsj_1398.out.edus, chars: ['boyswithtopsandfrisbeetossers', 'andprtypeswithbeesintheirbonnet'], EDU: boyswithtopsandfrisbeetossersandprtypeswithbeesintheirbonnethaveagoalincommon
2016-11-13 22:39:19,788 - root - WARNING - A paragraph is split across trees. doc: wsj_1398.out.edus, chars: ['andprtypeswithbeesintheirbonnet', 'haveagoalincommonallofthemtry'], EDU: boyswithtopsandfrisbeetossersandprtypeswithbeesintheirbonnethaveagoalincommon
2016-11-13 22:39:19,788 - root - WARNING - The number of sentences that start a paragraph is not equal to the number of paragraphs. This is probably due to trees being split across paragraphs. doc: wsj_1398.out.edus
2016-11-13 22:39:19,806 - root - INFO - 272 wsj_1399.out.edus
2016-11-13 22:39:20,067 - root - INFO - 273 wsj_1924.out.edus
2016-11-13 22:39:20,783 - root - INFO - 274 wsj_1930.out.edus
2016-11-13 22:39:21,255 - root - INFO - 275 wsj_1931.out.edus
2016-11-13 22:39:21,826 - root - INFO - 276 wsj_1934.out.edus
2016-11-13 22:39:22,271 - root - INFO - 277 wsj_1944.out.edus
2016-11-13 22:39:22,875 - root - INFO - 278 wsj_1962.out.edus
2016-11-13 22:39:24,358 - root - INFO - 279 wsj_1963.out.edus
2016-11-13 22:39:24,631 - root - INFO - 280 wsj_1970.out.edus
2016-11-13 22:39:25,263 - root - WARNING - Not enough syntax trees for wsj_1970.out.edus, probably because the RSTDB contains a footer that is not in the PTB. The remaining EDUs will be automatically tagged.
2016-11-13 22:39:25,618 - root - INFO - 281 wsj_1973.out.edus
2016-11-13 22:39:25,967 - root - INFO - 282 wsj_1974.out.edus
2016-11-13 22:39:26,482 - root - INFO - 283 wsj_1976.out.edus
2016-11-13 22:39:26,574 - root - INFO - 284 wsj_1980.out.edus
2016-11-13 22:39:26,943 - root - INFO - 285 wsj_1983.out.edus
2016-11-13 22:39:27,102 - root - INFO - 286 wsj_1984.out.edus
2016-11-13 22:39:28,454 - root - INFO - 287 wsj_1985.out.edus
2016-11-13 22:39:28,631 - root - INFO - 288 wsj_1988.out.edus
2016-11-13 22:39:28,976 - root - INFO - 289 wsj_1992.out.edus
2016-11-13 22:39:29,280 - root - INFO - 290 wsj_1997.out.edus
2016-11-13 22:39:29,352 - root - INFO - 291 wsj_1998.out.edus
2016-11-13 22:39:29,472 - root - INFO - 292 wsj_1999.out.edus
2016-11-13 22:39:30,359 - root - INFO - 293 wsj_2303.out.edus
2016-11-13 22:39:31,109 - root - INFO - 294 wsj_2308.out.edus
2016-11-13 22:39:32,643 - root - INFO - 295 wsj_2309.out.edus
2016-11-13 22:39:33,066 - root - INFO - 296 wsj_2313.out.edus
2016-11-13 22:39:33,313 - root - INFO - 297 wsj_2315.out.edus
2016-11-13 22:39:33,633 - root - INFO - 298 wsj_2316.out.edus
2016-11-13 22:39:34,232 - root - INFO - 299 wsj_2317.out.edus
2016-11-13 22:39:34,474 - root - INFO - 300 wsj_2320.out.edus
2016-11-13 22:39:35,198 - root - INFO - 301 wsj_2321.out.edus
2016-11-13 22:39:35,955 - root - INFO - 302 wsj_2322.out.edus
2016-11-13 22:39:36,084 - root - INFO - 303 wsj_2325.out.edus
2016-11-13 22:39:36,793 - root - INFO - 304 wsj_2326.out.edus
2016-11-13 22:39:37,243 - root - INFO - 305 wsj_2327.out.edus
2016-11-13 22:39:37,415 - root - INFO - 306 wsj_2328.out.edus
2016-11-13 22:39:37,620 - root - INFO - 307 wsj_2329.out.edus
2016-11-13 22:39:37,743 - root - INFO - 308 wsj_2331.out.edus
2016-11-13 22:39:38,798 - root - INFO - 309 wsj_2332.out.edus
2016-11-13 22:39:38,915 - root - INFO - 310 wsj_2338.out.edus
2016-11-13 22:39:39,797 - root - INFO - 311 wsj_2339.out.edus
2016-11-13 22:39:40,237 - root - INFO - 312 wsj_2340.out.edus
2016-11-13 22:39:40,392 - root - INFO - 313 wsj_2341.out.edus
2016-11-13 22:39:41,485 - root - INFO - 314 wsj_2342.out.edus
2016-11-13 22:39:41,641 - root - INFO - 315 wsj_2343.out.edus
2016-11-13 22:39:42,534 - root - WARNING - SKIPPED A TREE. file = wsj_2343.out.edus tree_index = 32, edu_start_indices[-1][0] = 30, edu index = 91
2016-11-13 22:39:42,789 - root - WARNING - EDIT DISTANCE > 3 IN wsj_2343.out.edus: edu string = to analyze what Travis was doing wrong. "An L.A. solution," explains Mr. Friedman., edu tokens = ['to', 'analyze', 'what', 'Travis', 'was', 'doing', 'wrong', '.'], edu idx = 90
2016-11-13 22:39:42,809 - root - INFO - 316 wsj_2344.out.edus
2016-11-13 22:39:43,083 - root - INFO - 317 wsj_2345.out.edus
2016-11-13 22:39:43,535 - root - INFO - 318 wsj_2346.out.edus
2016-11-13 22:39:44,413 - root - INFO - 319 wsj_2347.out.edus
2016-11-13 22:39:45,332 - root - INFO - 320 wsj_2348.out.edus
2016-11-13 22:39:45,796 - root - INFO - 321 wsj_2349.out.edus
2016-11-13 22:39:45,920 - root - INFO - 322 wsj_2350.out.edus
2016-11-13 22:39:46,450 - root - INFO - 323 wsj_2352.out.edus
2016-11-13 22:39:46,498 - root - WARNING - Not enough syntax trees for wsj_2352.out.edus, probably because the RSTDB contains a footer that is not in the PTB. The remaining EDUs will be automatically tagged.
2016-11-13 22:39:46,541 - root - INFO - 324 wsj_2353.out.edus
2016-11-13 22:39:46,692 - root - INFO - 325 wsj_2356.out.edus
2016-11-13 22:39:47,625 - root - INFO - 326 wsj_2357.out.edus
2016-11-13 22:39:47,802 - root - INFO - 327 wsj_2358.out.edus
2016-11-13 22:39:48,963 - root - INFO - 328 wsj_2359.out.edus
2016-11-13 22:39:49,212 - root - INFO - 329 wsj_2360.out.edus
2016-11-13 22:39:50,124 - root - INFO - 330 wsj_2362.out.edus
2016-11-13 22:39:50,936 - root - INFO - 331 wsj_2363.out.edus
2016-11-13 22:39:51,437 - root - INFO - 332 wsj_2364.out.edus
2016-11-13 22:39:51,584 - root - INFO - 333 wsj_2365.out.edus
2016-11-13 22:39:53,143 - root - INFO - 334 wsj_2366.out.edus
2016-11-13 22:39:54,136 - root - WARNING - A paragraph is split across trees. doc: wsj_2366.out.edus, chars: ['populationdrainends', 'formidwesternstates'], EDU: populationdrainendsformidwesternstates
2016-11-13 22:39:54,137 - root - WARNING - A paragraph is split across trees. doc: wsj_2366.out.edus, chars: ['moreelderlymaintain', 'theirindependence'], EDU: moreelderlymaintaintheirindependence
2016-11-13 22:39:54,138 - root - WARNING - A paragraph is split across trees. doc: wsj_2366.out.edus, chars: ['careerscountmost', 'forthewelltodo'], EDU: careerscountmostforthewelltodo
2016-11-13 22:39:54,138 - root - WARNING - The number of sentences that start a paragraph is not equal to the number of paragraphs. This is probably due to trees being split across paragraphs. doc: wsj_2366.out.edus
2016-11-13 22:39:54,436 - root - INFO - 335 wsj_2367.out.edus
2016-11-13 22:39:54,768 - root - INFO - 336 wsj_2380.out.edus
2016-11-13 22:39:55,289 - root - INFO - 337 wsj_2381.out.edus
2016-11-13 22:39:56,799 - root - INFO - 338 wsj_2382.out.edus
2016-11-13 22:39:56,988 - root - INFO - 339 wsj_2383.out.edus
2016-11-13 22:39:57,142 - root - INFO - 340 wsj_2391.out.edus
2016-11-13 22:39:57,287 - root - INFO - 341 wsj_2393.out.edus
2016-11-13 22:39:57,437 - root - INFO - 342 wsj_2394.out.edus
2016-11-13 22:39:57,779 - root - INFO - 343 wsj_2395.out.edus
2016-11-13 22:39:57,882 - root - INFO - 344 wsj_2396.out.edus
2016-11-13 22:39:58,357 - root - INFO - 345 wsj_2398.out.edus
2016-11-13 22:39:59,230 - root - INFO - 346 wsj_2399.out.edus
2016-11-13 22:40:02,186 - root - INFO - TEST
2016-11-13 22:40:02,220 - root - INFO - 0 wsj_0602.out.edus
2016-11-13 22:40:02,736 - root - INFO - 1 wsj_0607.out.edus
2016-11-13 22:40:02,821 - root - INFO - 2 wsj_0616.out.edus
2016-11-13 22:40:03,723 - root - INFO - 3 wsj_0623.out.edus
2016-11-13 22:40:03,883 - root - INFO - 4 wsj_0627.out.edus
2016-11-13 22:40:04,550 - root - INFO - 5 wsj_0632.out.edus
2016-11-13 22:40:05,138 - root - INFO - 6 wsj_0644.out.edus
2016-11-13 22:40:05,174 - root - INFO - 7 wsj_0654.out.edus
2016-11-13 22:40:05,310 - root - INFO - 8 wsj_0655.out.edus
2016-11-13 22:40:06,512 - root - INFO - 9 wsj_0667.out.edus
2016-11-13 22:40:06,635 - root - INFO - 10 wsj_0684.out.edus
2016-11-13 22:40:06,668 - root - INFO - 11 wsj_0689.out.edus
2016-11-13 22:40:08,383 - root - INFO - 12 wsj_1113.out.edus
2016-11-13 22:40:08,444 - root - INFO - 13 wsj_1126.out.edus
2016-11-13 22:40:08,865 - root - INFO - 14 wsj_1129.out.edus
2016-11-13 22:40:08,886 - root - INFO - 15 wsj_1142.out.edus
2016-11-13 22:40:10,041 - root - INFO - 16 wsj_1146.out.edus
2016-11-13 22:40:17,579 - root - INFO - 17 wsj_1148.out.edus
2016-11-13 22:40:17,917 - root - INFO - 18 wsj_1169.out.edus
2016-11-13 22:40:17,994 - root - INFO - 19 wsj_1183.out.edus
2016-11-13 22:40:18,039 - root - INFO - 20 wsj_1189.out.edus
2016-11-13 22:40:18,893 - root - INFO - 21 wsj_1197.out.edus
2016-11-13 22:40:19,030 - root - INFO - 22 wsj_1306.out.edus
2016-11-13 22:40:19,339 - root - INFO - 23 wsj_1307.out.edus
2016-11-13 22:40:20,339 - root - INFO - 24 wsj_1325.out.edus
2016-11-13 22:40:20,440 - root - INFO - 25 wsj_1331.out.edus
2016-11-13 22:40:22,944 - root - INFO - 26 wsj_1346.out.edus
2016-11-13 22:40:23,045 - root - INFO - 27 wsj_1354.out.edus
2016-11-13 22:40:23,108 - root - INFO - 28 wsj_1365.out.edus
2016-11-13 22:40:23,363 - root - INFO - 29 wsj_1376.out.edus
2016-11-13 22:40:26,947 - root - INFO - 30 wsj_1380.out.edus
2016-11-13 22:40:27,144 - root - INFO - 31 wsj_1387.out.edus
2016-11-13 22:40:28,790 - root - INFO - 32 wsj_2336.out.edus
2016-11-13 22:40:28,948 - root - INFO - 33 wsj_2354.out.edus
2016-11-13 22:40:29,324 - root - INFO - 34 wsj_2373.out.edus
2016-11-13 22:40:29,452 - root - INFO - 35 wsj_2375.out.edus
2016-11-13 22:40:29,575 - root - INFO - 36 wsj_2385.out.edus
2016-11-13 22:40:29,943 - root - INFO - 37 wsj_2386.out.edus
real 4m8.659s
user 4m7.198s
sys 0m0.685s
time discourseparsing/make_traindev_split.py
real 0m3.092s
user 0m3.006s
sys 0m0.074s
# Segmentation
time extract_segmentation_features rst_discourse_tb_edus_TRAINING_TRAIN.json rst_discourse_tb_edus_features_TRAINING_TRAIN.tsv
/usr/local/lib/python3.5/dist-packages/sklearn/utils/fixes.py:55: DeprecationWarning: inspect.getargspec() is deprecated, use inspect.signature() instead
if 'order' in inspect.getargspec(np.copy)[0]:
real 0m29.120s
user 0m28.941s
sys 0m0.659s
time extract_segmentation_features rst_discourse_tb_edus_TRAINING_DEV.json rst_discourse_tb_edus_features_TRAINING_DEV.tsv
/usr/local/lib/python3.5/dist-packages/sklearn/utils/fixes.py:55: DeprecationWarning: inspect.getargspec() is deprecated, use inspect.signature() instead
if 'order' in inspect.getargspec(np.copy)[0]:
real 0m4.679s
user 0m4.621s
sys 0m0.488s
time tune_segmentation_model rst_discourse_tb_edus_features_TRAINING_TRAIN.tsv rst_discourse_tb_edus_features_TRAINING_DEV.tsv segmentation_model
CRF++: Yet Another CRF Tool Kit
Copyright (C) 2005-2013 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..
Done!6.24 s
Number of sentences: 6779
Number of features: 838386
Number of thread(s): 8
Freq: 1
eta: 0.00010
C: 0.01562
shrinking size: 20
iter=0 terr=0.89445 serr=0.99838 act=838386 obj=111571.74277 diff=1.00000
iter=1 terr=0.09943 serr=0.97197 act=838386 obj=48431.39231 diff=0.56592
iter=2 terr=0.07823 serr=0.83685 act=838386 obj=42732.91429 diff=0.11766
iter=3 terr=0.06300 serr=0.71353 act=838386 obj=32620.68193 diff=0.23664
iter=4 terr=0.06077 serr=0.70128 act=838386 obj=29599.67323 diff=0.09261
iter=5 terr=0.04875 serr=0.62472 act=838386 obj=21036.44214 diff=0.28930
iter=6 terr=0.03906 serr=0.54698 act=838386 obj=17610.36544 diff=0.16286
iter=7 terr=0.03655 serr=0.51527 act=838386 obj=15389.05452 diff=0.12614
iter=8 terr=0.03150 serr=0.46895 act=838386 obj=14302.15833 diff=0.07063
iter=9 terr=0.02899 serr=0.44815 act=838386 obj=13871.78218 diff=0.03009
iter=10 terr=0.02798 serr=0.43856 act=838386 obj=13606.68581 diff=0.01911
iter=11 terr=0.02581 serr=0.41570 act=838386 obj=12973.28970 diff=0.04655
iter=12 terr=0.02143 serr=0.35684 act=838386 obj=11868.53498 diff=0.08516
iter=13 terr=0.02511 serr=0.41924 act=838386 obj=13045.66809 diff=0.09918
iter=14 terr=0.01987 serr=0.33958 act=838386 obj=11495.67377 diff=0.11881
iter=15 terr=0.01979 serr=0.33530 act=838386 obj=11194.59042 diff=0.02619
iter=16 terr=0.01906 serr=0.32704 act=838386 obj=11090.69515 diff=0.00928
iter=17 terr=0.01847 serr=0.31878 act=838386 obj=10918.58442 diff=0.01552
iter=18 terr=0.01763 serr=0.30683 act=838386 obj=10736.67092 diff=0.01666
iter=19 terr=0.01666 serr=0.29296 act=838386 obj=10443.43743 diff=0.02731
iter=20 terr=0.01488 serr=0.26582 act=838386 obj=10238.51040 diff=0.01962
iter=21 terr=0.01587 serr=0.28087 act=838386 obj=10361.17221 diff=0.01198
iter=22 terr=0.01500 serr=0.26833 act=838386 obj=10191.17761 diff=0.01641
iter=23 terr=0.01469 serr=0.26272 act=838386 obj=10153.95974 diff=0.00365
iter=24 terr=0.01445 serr=0.26051 act=838386 obj=10123.25916 diff=0.00302
iter=25 terr=0.01428 serr=0.25874 act=838386 obj=10093.52332 diff=0.00294
iter=26 terr=0.01403 serr=0.25535 act=838386 obj=10045.24113 diff=0.00478
iter=27 terr=0.01454 serr=0.26464 act=838386 obj=10014.53402 diff=0.00306
iter=28 terr=0.01406 serr=0.25653 act=838386 obj=9993.03916 diff=0.00215
iter=29 terr=0.01416 serr=0.25756 act=838386 obj=9974.06882 diff=0.00190
iter=30 terr=0.01418 serr=0.25874 act=838386 obj=9968.37031 diff=0.00057
iter=31 terr=0.01419 serr=0.25992 act=838386 obj=9963.00508 diff=0.00054
iter=32 terr=0.01413 serr=0.25933 act=838386 obj=9951.77037 diff=0.00113
iter=33 terr=0.01408 serr=0.25712 act=838386 obj=9938.56287 diff=0.00133
iter=34 terr=0.01449 serr=0.26420 act=838386 obj=9965.66660 diff=0.00273
iter=35 terr=0.01420 serr=0.25859 act=838386 obj=9935.28116 diff=0.00305
iter=36 terr=0.01395 serr=0.25535 act=838386 obj=9929.54623 diff=0.00058
iter=37 terr=0.01395 serr=0.25549 act=838386 obj=9927.35377 diff=0.00022
iter=38 terr=0.01397 serr=0.25564 act=838386 obj=9921.94759 diff=0.00054
iter=39 terr=0.01391 serr=0.25549 act=838386 obj=9914.49208 diff=0.00075
iter=40 terr=0.01382 serr=0.25328 act=838386 obj=9918.56826 diff=0.00041
iter=41 terr=0.01387 serr=0.25372 act=838386 obj=9910.76173 diff=0.00079
iter=42 terr=0.01371 serr=0.25269 act=838386 obj=9906.26035 diff=0.00045
iter=43 terr=0.01369 serr=0.25210 act=838386 obj=9902.64143 diff=0.00037
iter=44 terr=0.01338 serr=0.24679 act=838386 obj=9902.33487 diff=0.00003
iter=45 terr=0.01349 serr=0.24856 act=838386 obj=9900.12832 diff=0.00022
iter=46 terr=0.01346 serr=0.24841 act=838386 obj=9899.01697 diff=0.00011
iter=47 terr=0.01342 serr=0.24768 act=838386 obj=9895.86314 diff=0.00032
iter=48 terr=0.01332 serr=0.24561 act=838386 obj=9893.76206 diff=0.00021
iter=49 terr=0.01327 serr=0.24473 act=838386 obj=9892.21678 diff=0.00016
iter=50 terr=0.01326 serr=0.24473 act=838386 obj=9890.75527 diff=0.00015
iter=51 terr=0.01325 serr=0.24458 act=838386 obj=9890.20758 diff=0.00006
iter=52 terr=0.01303 serr=0.24237 act=838386 obj=9890.54841 diff=0.00003
iter=53 terr=0.01313 serr=0.24369 act=838386 obj=9889.64589 diff=0.00009
Done!23.35 s
CRF++: Yet Another CRF Tool Kit
Copyright (C) 2005-2013 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..
Done!6.19 s
Number of sentences: 6779
Number of features: 838386
Number of thread(s): 8
Freq: 1
eta: 0.00010
C: 0.03125
shrinking size: 20
iter=0 terr=0.89445 serr=0.99838 act=838386 obj=111571.74277 diff=1.00000
iter=1 terr=0.09943 serr=0.97197 act=838386 obj=48415.39231 diff=0.56606
iter=2 terr=0.07823 serr=0.83685 act=838386 obj=42718.82346 diff=0.11766
iter=3 terr=0.06300 serr=0.71353 act=838386 obj=32592.75241 diff=0.23704
iter=4 terr=0.06073 serr=0.70084 act=838386 obj=29558.68027 diff=0.09309
iter=5 terr=0.04873 serr=0.62340 act=838386 obj=20939.41336 diff=0.29160
iter=6 terr=0.03900 serr=0.54625 act=838386 obj=17415.28602 diff=0.16830
iter=7 terr=0.03642 serr=0.51438 act=838386 obj=15021.68291 diff=0.13744
iter=8 terr=0.03124 serr=0.46629 act=838386 obj=13789.93908 diff=0.08200
iter=9 terr=0.02881 serr=0.44667 act=838386 obj=13253.34187 diff=0.03891
iter=10 terr=0.02768 serr=0.43694 act=838386 obj=12935.27248 diff=0.02400
iter=11 terr=0.02553 serr=0.41098 act=838386 obj=12203.55941 diff=0.05657
iter=12 terr=0.02073 serr=0.34946 act=838386 obj=10887.35957 diff=0.10785
iter=13 terr=0.02404 serr=0.40463 act=838386 obj=11820.41841 diff=0.08570
iter=14 terr=0.01909 serr=0.32778 act=838386 obj=10385.19019 diff=0.12142
iter=15 terr=0.01915 serr=0.32940 act=838386 obj=10097.34822 diff=0.02772
iter=16 terr=0.01851 serr=0.32070 act=838386 obj=9984.34468 diff=0.01119
iter=17 terr=0.01749 serr=0.30639 act=838386 obj=9755.62469 diff=0.02291
iter=18 terr=0.01689 serr=0.29695 act=838386 obj=9584.33467 diff=0.01756
iter=19 terr=0.01553 serr=0.27777 act=838386 obj=9198.54361 diff=0.04025
iter=20 terr=0.01456 serr=0.26626 act=838386 obj=9192.53124 diff=0.00065
iter=21 terr=0.01477 serr=0.26479 act=838386 obj=8915.96871 diff=0.03009
iter=22 terr=0.01349 serr=0.24561 act=838386 obj=8776.67783 diff=0.01562
iter=23 terr=0.01350 serr=0.24576 act=838386 obj=8763.40030 diff=0.00151
iter=24 terr=0.01325 serr=0.24163 act=838386 obj=8724.69080 diff=0.00442
iter=25 terr=0.01303 serr=0.23809 act=838386 obj=8652.88013 diff=0.00823
iter=26 terr=0.01213 serr=0.22481 act=838386 obj=8537.13713 diff=0.01338
iter=27 terr=0.01182 serr=0.22334 act=838386 obj=8443.07256 diff=0.01102
iter=28 terr=0.01129 serr=0.21419 act=838386 obj=8371.30859 diff=0.00850
iter=29 terr=0.01183 serr=0.22511 act=838386 obj=8331.95380 diff=0.00470
iter=30 terr=0.01145 serr=0.21832 act=838386 obj=8300.86522 diff=0.00373
iter=31 terr=0.01129 serr=0.21655 act=838386 obj=8281.11774 diff=0.00238
iter=32 terr=0.01134 serr=0.21596 act=838386 obj=8254.46540 diff=0.00322
iter=33 terr=0.01133 serr=0.21611 act=838386 obj=8218.03899 diff=0.00441
iter=34 terr=0.01106 serr=0.21213 act=838386 obj=8206.73020 diff=0.00138
iter=35 terr=0.01134 serr=0.21758 act=838386 obj=8189.41297 diff=0.00211
iter=36 terr=0.01114 serr=0.21360 act=838386 obj=8181.07299 diff=0.00102
iter=37 terr=0.01109 serr=0.21227 act=838386 obj=8176.74111 diff=0.00053
iter=38 terr=0.01106 serr=0.21183 act=838386 obj=8169.32577 diff=0.00091
iter=39 terr=0.01098 serr=0.21124 act=838386 obj=8160.08075 diff=0.00113
iter=40 terr=0.01092 serr=0.20977 act=838386 obj=8146.25598 diff=0.00169
iter=41 terr=0.01120 serr=0.21316 act=838386 obj=8147.06434 diff=0.00010
iter=42 terr=0.01095 serr=0.20918 act=838386 obj=8138.94803 diff=0.00100
iter=43 terr=0.01093 serr=0.20844 act=838386 obj=8133.65722 diff=0.00065
iter=44 terr=0.01094 serr=0.20829 act=838386 obj=8129.22573 diff=0.00054
iter=45 terr=0.01097 serr=0.20785 act=838386 obj=8124.78475 diff=0.00055
iter=46 terr=0.01096 serr=0.20844 act=838386 obj=8120.74942 diff=0.00050
iter=47 terr=0.01080 serr=0.20593 act=838386 obj=8112.15109 diff=0.00106
iter=48 terr=0.01049 serr=0.20150 act=838386 obj=8107.42854 diff=0.00058
iter=49 terr=0.01059 serr=0.20386 act=838386 obj=8103.30751 diff=0.00051
iter=50 terr=0.01052 serr=0.20180 act=838386 obj=8099.95453 diff=0.00041
iter=51 terr=0.01056 serr=0.20180 act=838386 obj=8098.54357 diff=0.00017
iter=52 terr=0.01052 serr=0.20121 act=838386 obj=8096.70344 diff=0.00023
iter=53 terr=0.01044 serr=0.20003 act=838386 obj=8093.07581 diff=0.00045
iter=54 terr=0.01052 serr=0.20106 act=838386 obj=8093.48664 diff=0.00005
iter=55 terr=0.01047 serr=0.20062 act=838386 obj=8090.80681 diff=0.00033
iter=56 terr=0.01034 serr=0.19914 act=838386 obj=8088.14803 diff=0.00033
iter=57 terr=0.01039 serr=0.19988 act=838386 obj=8086.92044 diff=0.00015
iter=58 terr=0.01035 serr=0.19944 act=838386 obj=8085.69774 diff=0.00015
iter=59 terr=0.01028 serr=0.19826 act=838386 obj=8084.50570 diff=0.00015
iter=60 terr=0.01028 serr=0.19841 act=838386 obj=8083.41549 diff=0.00013
iter=61 terr=0.01025 serr=0.19826 act=838386 obj=8082.43857 diff=0.00012
iter=62 terr=0.01017 serr=0.19678 act=838386 obj=8081.19156 diff=0.00015
iter=63 terr=0.01011 serr=0.19575 act=838386 obj=8080.61223 diff=0.00007
iter=64 terr=0.01018 serr=0.19767 act=838386 obj=8080.41314 diff=0.00002
iter=65 terr=0.01012 serr=0.19649 act=838386 obj=8079.50256 diff=0.00011
iter=66 terr=0.01009 serr=0.19575 act=838386 obj=8079.25983 diff=0.00003
iter=67 terr=0.01005 serr=0.19501 act=838386 obj=8078.78158 diff=0.00006
iter=68 terr=0.01009 serr=0.19546 act=838386 obj=8078.52324 diff=0.00003
Done!29.98 s
CRF++: Yet Another CRF Tool Kit
Copyright (C) 2005-2013 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..
Done!6.20 s
Number of sentences: 6779
Number of features: 838386
Number of thread(s): 8
Freq: 1
eta: 0.00010
C: 0.06250
shrinking size: 20
iter=0 terr=0.89445 serr=0.99838 act=838386 obj=111571.74277 diff=1.00000
iter=1 terr=0.09943 serr=0.97197 act=838386 obj=48407.39231 diff=0.56613
iter=2 terr=0.07823 serr=0.83670 act=838386 obj=42711.77538 diff=0.11766
iter=3 terr=0.06300 serr=0.71353 act=838386 obj=32578.77148 diff=0.23724
iter=4 terr=0.06072 serr=0.70084 act=838386 obj=29538.12867 diff=0.09333
iter=5 terr=0.04871 serr=0.62310 act=838386 obj=20890.89845 diff=0.29275
iter=6 terr=0.03898 serr=0.54580 act=838386 obj=17316.37280 diff=0.17110
iter=7 terr=0.03639 serr=0.51409 act=838386 obj=14830.84148 diff=0.14354
iter=8 terr=0.03108 serr=0.46438 act=838386 obj=13515.17230 diff=0.08871
iter=9 terr=0.02871 serr=0.44638 act=838386 obj=12907.99413 diff=0.04493
iter=10 terr=0.02756 serr=0.43591 act=838386 obj=12549.99880 diff=0.02773
iter=11 terr=0.02538 serr=0.41039 act=838386 obj=11753.44178 diff=0.06347
iter=12 terr=0.02055 serr=0.34710 act=838386 obj=10300.31310 diff=0.12363
iter=13 terr=0.02346 serr=0.39785 act=838386 obj=10962.93261 diff=0.06433
iter=14 terr=0.01884 serr=0.32527 act=838386 obj=9682.62008 diff=0.11679
iter=15 terr=0.01863 serr=0.32306 act=838386 obj=9365.39635 diff=0.03276
iter=16 terr=0.01808 serr=0.31435 act=838386 obj=9237.70923 diff=0.01363
iter=17 terr=0.01699 serr=0.29916 act=838386 obj=8992.32220 diff=0.02656
iter=18 terr=0.01630 serr=0.28736 act=838386 obj=8783.42010 diff=0.02323
iter=19 terr=0.01536 serr=0.27600 act=838386 obj=8407.20974 diff=0.04283
iter=20 terr=0.01446 serr=0.26022 act=838386 obj=8000.47596 diff=0.04838
iter=21 terr=0.01390 serr=0.25181 act=838386 obj=7855.97857 diff=0.01806
iter=22 terr=0.01235 serr=0.22850 act=838386 obj=7703.50632 diff=0.01941
iter=23 terr=0.01252 serr=0.23042 act=838386 obj=7659.77858 diff=0.00568
iter=24 terr=0.01249 serr=0.23027 act=838386 obj=7622.63077 diff=0.00485
iter=25 terr=0.01218 serr=0.22584 act=838386 obj=7557.14541 diff=0.00859
iter=26 terr=0.01183 serr=0.22083 act=838386 obj=7443.71482 diff=0.01501
iter=27 terr=0.01266 serr=0.23824 act=838386 obj=7682.91944 diff=0.03214
iter=28 terr=0.01157 serr=0.21803 act=838386 obj=7364.90675 diff=0.04139
iter=29 terr=0.01137 serr=0.21640 act=838386 obj=7275.38967 diff=0.01215
iter=30 terr=0.01038 serr=0.20106 act=838386 obj=7175.99327 diff=0.01366
iter=31 terr=0.01034 serr=0.20091 act=838386 obj=7153.29513 diff=0.00316
iter=32 terr=0.01010 serr=0.19428 act=838386 obj=7055.11558 diff=0.01373
iter=33 terr=0.00928 serr=0.18321 act=838386 obj=6985.57242 diff=0.00986
iter=34 terr=0.00937 serr=0.18395 act=838386 obj=6893.92887 diff=0.01312
iter=35 terr=0.00929 serr=0.18277 act=838386 obj=6868.59458 diff=0.00367
iter=36 terr=0.00935 serr=0.18410 act=838386 obj=6840.65622 diff=0.00407
iter=37 terr=0.00910 serr=0.18041 act=838386 obj=6800.44938 diff=0.00588
iter=38 terr=0.00892 serr=0.17820 act=838386 obj=6763.92039 diff=0.00537
iter=39 terr=0.00857 serr=0.17244 act=838386 obj=6711.23189 diff=0.00779
iter=40 terr=0.00818 serr=0.16492 act=838386 obj=6653.95392 diff=0.00853
iter=41 terr=0.00749 serr=0.15194 act=838386 obj=6697.21424 diff=0.00650
iter=42 terr=0.00787 serr=0.15917 act=838386 obj=6635.74583 diff=0.00918
iter=43 terr=0.00778 serr=0.15755 act=838386 obj=6611.10227 diff=0.00371
iter=44 terr=0.00777 serr=0.15637 act=838386 obj=6603.12312 diff=0.00121
iter=45 terr=0.00786 serr=0.15799 act=838386 obj=6594.75480 diff=0.00127
iter=46 terr=0.00777 serr=0.15710 act=838386 obj=6571.66812 diff=0.00350
iter=47 terr=0.00778 serr=0.15666 act=838386 obj=6555.25192 diff=0.00250
iter=48 terr=0.00771 serr=0.15578 act=838386 obj=6542.74208 diff=0.00191
iter=49 terr=0.00768 serr=0.15445 act=838386 obj=6535.27245 diff=0.00114
iter=50 terr=0.00779 serr=0.15755 act=838386 obj=6526.98573 diff=0.00127
iter=51 terr=0.00775 serr=0.15696 act=838386 obj=6521.97802 diff=0.00077
iter=52 terr=0.00772 serr=0.15592 act=838386 obj=6515.70137 diff=0.00096
iter=53 terr=0.00767 serr=0.15504 act=838386 obj=6509.82886 diff=0.00090
iter=54 terr=0.00770 serr=0.15607 act=838386 obj=6502.71073 diff=0.00109
iter=55 terr=0.00751 serr=0.15194 act=838386 obj=6499.98313 diff=0.00042
iter=56 terr=0.00760 serr=0.15401 act=838386 obj=6496.88915 diff=0.00048
iter=57 terr=0.00762 serr=0.15445 act=838386 obj=6495.74054 diff=0.00018
iter=58 terr=0.00762 serr=0.15430 act=838386 obj=6493.82353 diff=0.00030
iter=59 terr=0.00753 serr=0.15297 act=838386 obj=6490.19892 diff=0.00056
iter=60 terr=0.00742 serr=0.15120 act=838386 obj=6488.50007 diff=0.00026
iter=61 terr=0.00742 serr=0.15120 act=838386 obj=6485.75220 diff=0.00042
iter=62 terr=0.00745 serr=0.15179 act=838386 obj=6484.61172 diff=0.00018
iter=63 terr=0.00729 serr=0.14914 act=838386 obj=6483.97551 diff=0.00010
iter=64 terr=0.00737 serr=0.15046 act=838386 obj=6481.78156 diff=0.00034
iter=65 terr=0.00737 serr=0.15061 act=838386 obj=6481.17490 diff=0.00009
iter=66 terr=0.00728 serr=0.14943 act=838386 obj=6480.29851 diff=0.00014
iter=67 terr=0.00727 serr=0.14899 act=838386 obj=6479.14686 diff=0.00018
iter=68 terr=0.00721 serr=0.14825 act=838386 obj=6477.90911 diff=0.00019
iter=69 terr=0.00726 serr=0.14899 act=838386 obj=6476.72563 diff=0.00018
iter=70 terr=0.00744 serr=0.15120 act=838386 obj=6479.38854 diff=0.00041
iter=71 terr=0.00733 serr=0.15002 act=838386 obj=6476.19282 diff=0.00049
iter=72 terr=0.00731 serr=0.14914 act=838386 obj=6475.59144 diff=0.00009
iter=73 terr=0.00730 serr=0.14899 act=838386 obj=6475.34662 diff=0.00004
iter=74 terr=0.00732 serr=0.14928 act=838386 obj=6474.52666 diff=0.00013
iter=75 terr=0.00727 serr=0.14884 act=838386 obj=6473.95964 diff=0.00009
iter=76 terr=0.00729 serr=0.14914 act=838386 obj=6474.29411 diff=0.00005
iter=77 terr=0.00728 serr=0.14899 act=838386 obj=6473.67292 diff=0.00010
Done!33.43 s
CRF++: Yet Another CRF Tool Kit
Copyright (C) 2005-2013 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..
Done!6.22 s
Number of sentences: 6779
Number of features: 838386
Number of thread(s): 8
Freq: 1
eta: 0.00010
C: 0.12500
shrinking size: 20
iter=0 terr=0.89445 serr=0.99838 act=838386 obj=111571.74277 diff=1.00000
iter=1 terr=0.09943 serr=0.97197 act=838386 obj=48403.39231 diff=0.56617
iter=2 terr=0.07823 serr=0.83670 act=838386 obj=42708.25068 diff=0.11766
iter=3 terr=0.06300 serr=0.71353 act=838386 obj=32571.77696 diff=0.23734
iter=4 terr=0.06070 serr=0.70040 act=838386 obj=29527.83904 diff=0.09345
iter=5 terr=0.04871 serr=0.62295 act=838386 obj=20866.64103 diff=0.29332
iter=6 terr=0.03892 serr=0.54551 act=838386 obj=17266.56502 diff=0.17253
iter=7 terr=0.03634 serr=0.51379 act=838386 obj=14733.52221 diff=0.14670
iter=8 terr=0.03104 serr=0.46423 act=838386 obj=13372.61564 diff=0.09237
iter=9 terr=0.02868 serr=0.44594 act=838386 obj=12724.41635 diff=0.04847
iter=10 terr=0.02751 serr=0.43650 act=838386 obj=12341.34224 diff=0.03011
iter=11 terr=0.02529 serr=0.40920 act=838386 obj=11506.69888 diff=0.06763
iter=12 terr=0.02052 serr=0.34651 act=838386 obj=9967.61095 diff=0.13376
iter=13 terr=0.02313 serr=0.39313 act=838386 obj=10424.45068 diff=0.04583
iter=14 terr=0.01884 serr=0.32542 act=838386 obj=9263.58015 diff=0.11136
iter=15 terr=0.01845 serr=0.32055 act=838386 obj=8911.98100 diff=0.03795
iter=16 terr=0.01798 serr=0.31450 act=838386 obj=8769.39159 diff=0.01600
iter=17 terr=0.01679 serr=0.29444 act=838386 obj=8518.04293 diff=0.02866
iter=18 terr=0.01600 serr=0.28205 act=838386 obj=8263.79537 diff=0.02985
iter=19 terr=0.01532 serr=0.27570 act=838386 obj=7912.43089 diff=0.04252
iter=20 terr=0.01439 serr=0.26169 act=838386 obj=7452.60075 diff=0.05811
iter=21 terr=0.01292 serr=0.23676 act=838386 obj=7095.85497 diff=0.04787
iter=22 terr=0.01279 serr=0.23411 act=838386 obj=6912.34382 diff=0.02586
iter=23 terr=0.01149 serr=0.21434 act=838386 obj=6737.47029 diff=0.02530
iter=24 terr=0.01136 serr=0.21213 act=838386 obj=6684.69983 diff=0.00783
iter=25 terr=0.01083 serr=0.20445 act=838386 obj=6513.76595 diff=0.02557
iter=26 terr=0.01056 serr=0.20121 act=838386 obj=6392.09146 diff=0.01868
iter=27 terr=0.00987 serr=0.19221 act=838386 obj=6224.51933 diff=0.02622
iter=28 terr=0.00966 serr=0.18956 act=838386 obj=6144.13222 diff=0.01291
iter=29 terr=0.00904 serr=0.17746 act=838386 obj=6191.49755 diff=0.00771
iter=30 terr=0.00925 serr=0.18115 act=838386 obj=6100.35159 diff=0.01472
iter=31 terr=0.00924 serr=0.18233 act=838386 obj=6038.38961 diff=0.01016
iter=32 terr=0.00913 serr=0.17997 act=838386 obj=5986.59559 diff=0.00858
iter=33 terr=0.00856 serr=0.17067 act=838386 obj=5878.60403 diff=0.01804
iter=34 terr=0.00828 serr=0.16654 act=838386 obj=5783.82779 diff=0.01612
iter=35 terr=0.00731 serr=0.14987 act=838386 obj=5672.00670 diff=0.01933
iter=36 terr=0.00727 serr=0.14943 act=838386 obj=5603.95808 diff=0.01200
iter=37 terr=0.00686 serr=0.14132 act=838386 obj=5560.73384 diff=0.00771
iter=38 terr=0.00681 serr=0.14029 act=838386 obj=5539.87491 diff=0.00375
iter=39 terr=0.00665 serr=0.13719 act=838386 obj=5480.02490 diff=0.01080
iter=40 terr=0.00639 serr=0.13217 act=838386 obj=5439.09301 diff=0.00747
iter=41 terr=0.00626 serr=0.12922 act=838386 obj=5385.42611 diff=0.00987
iter=42 terr=0.00590 serr=0.12229 act=838386 obj=5355.51029 diff=0.00555
iter=43 terr=0.00596 serr=0.12391 act=838386 obj=5334.09605 diff=0.00400
iter=44 terr=0.00584 serr=0.12185 act=838386 obj=5312.86596 diff=0.00398
iter=45 terr=0.00577 serr=0.12052 act=838386 obj=5290.33086 diff=0.00424
iter=46 terr=0.00532 serr=0.11196 act=838386 obj=5235.08171 diff=0.01044
iter=47 terr=0.00511 serr=0.10769 act=838386 obj=5201.17156 diff=0.00648
iter=48 terr=0.00484 serr=0.10223 act=838386 obj=5182.03236 diff=0.00368
iter=49 terr=0.00490 serr=0.10341 act=838386 obj=5170.42124 diff=0.00224
iter=50 terr=0.00491 serr=0.10341 act=838386 obj=5163.83748 diff=0.00127
iter=51 terr=0.00491 serr=0.10370 act=838386 obj=5159.66143 diff=0.00081
iter=52 terr=0.00485 serr=0.10282 act=838386 obj=5154.50039 diff=0.00100
iter=53 terr=0.00477 serr=0.10119 act=838386 obj=5138.25906 diff=0.00315
iter=54 terr=0.00459 serr=0.09721 act=838386 obj=5121.21653 diff=0.00332
iter=55 terr=0.00458 serr=0.09662 act=838386 obj=5109.10368 diff=0.00237
iter=56 terr=0.00447 serr=0.09397 act=838386 obj=5104.50221 diff=0.00090
iter=57 terr=0.00450 serr=0.09500 act=838386 obj=5101.96667 diff=0.00050
iter=58 terr=0.00441 serr=0.09367 act=838386 obj=5097.45848 diff=0.00088
iter=59 terr=0.00432 serr=0.09234 act=838386 obj=5084.66538 diff=0.00251
iter=60 terr=0.00437 serr=0.09323 act=838386 obj=5080.02575 diff=0.00091
iter=61 terr=0.00440 serr=0.09397 act=838386 obj=5073.57125 diff=0.00127
iter=62 terr=0.00447 serr=0.09529 act=838386 obj=5070.73653 diff=0.00056
iter=63 terr=0.00432 serr=0.09234 act=838386 obj=5069.78217 diff=0.00019
iter=64 terr=0.00445 serr=0.09426 act=838386 obj=5067.11229 diff=0.00053
iter=65 terr=0.00446 serr=0.09470 act=838386 obj=5065.94828 diff=0.00023
iter=66 terr=0.00450 serr=0.09559 act=838386 obj=5063.22975 diff=0.00054
iter=67 terr=0.00456 serr=0.09706 act=838386 obj=5058.71570 diff=0.00089
iter=68 terr=0.00454 serr=0.09618 act=838386 obj=5055.74067 diff=0.00059
iter=69 terr=0.00455 serr=0.09618 act=838386 obj=5053.54772 diff=0.00043
iter=70 terr=0.00448 serr=0.09500 act=838386 obj=5050.96124 diff=0.00051
iter=71 terr=0.00449 serr=0.09544 act=838386 obj=5048.76963 diff=0.00043
iter=72 terr=0.00436 serr=0.09279 act=838386 obj=5047.29140 diff=0.00029
iter=73 terr=0.00439 serr=0.09352 act=838386 obj=5046.38020 diff=0.00018
iter=74 terr=0.00437 serr=0.09338 act=838386 obj=5045.30696 diff=0.00021
iter=75 terr=0.00439 serr=0.09352 act=838386 obj=5044.23312 diff=0.00021
iter=76 terr=0.00439 serr=0.09426 act=838386 obj=5042.81366 diff=0.00028
iter=77 terr=0.00437 serr=0.09338 act=838386 obj=5041.43925 diff=0.00027
iter=78 terr=0.00449 serr=0.09559 act=838386 obj=5041.07481 diff=0.00007
iter=79 terr=0.00444 serr=0.09426 act=838386 obj=5039.89939 diff=0.00023
iter=80 terr=0.00442 serr=0.09441 act=838386 obj=5039.47567 diff=0.00008
iter=81 terr=0.00437 serr=0.09323 act=838386 obj=5038.63252 diff=0.00017
iter=82 terr=0.00435 serr=0.09279 act=838386 obj=5037.62890 diff=0.00020
iter=83 terr=0.00431 serr=0.09234 act=838386 obj=5036.46808 diff=0.00023
iter=84 terr=0.00430 serr=0.09205 act=838386 obj=5035.99996 diff=0.00009
iter=85 terr=0.00431 serr=0.09264 act=838386 obj=5035.31639 diff=0.00014
iter=86 terr=0.00432 serr=0.09293 act=838386 obj=5034.93210 diff=0.00008
iter=87 terr=0.00429 serr=0.09234 act=838386 obj=5034.59409 diff=0.00007
iter=88 terr=0.00431 serr=0.09249 act=838386 obj=5034.20631 diff=0.00008
Done!38.56 s
CRF++: Yet Another CRF Tool Kit
Copyright (C) 2005-2013 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..
Done!6.23 s
Number of sentences: 6779
Number of features: 838386
Number of thread(s): 8
Freq: 1
eta: 0.00010
C: 0.25000
shrinking size: 20
iter=0 terr=0.89445 serr=0.99838 act=838386 obj=111571.74277 diff=1.00000
iter=1 terr=0.09943 serr=0.97197 act=838386 obj=48401.39231 diff=0.56619
iter=2 terr=0.07823 serr=0.83670 act=838386 obj=42706.48816 diff=0.11766
iter=3 terr=0.06300 serr=0.71353 act=838386 obj=32568.27868 diff=0.23739
iter=4 terr=0.06070 serr=0.70040 act=838386 obj=29522.69075 diff=0.09351
iter=5 terr=0.04873 serr=0.62325 act=838386 obj=20854.51234 diff=0.29361
iter=6 terr=0.03893 serr=0.54566 act=838386 obj=17241.57233 diff=0.17325
iter=7 terr=0.03634 serr=0.51365 act=838386 obj=14684.37332 diff=0.14832
iter=8 terr=0.03099 serr=0.46349 act=838386 obj=13299.97284 diff=0.09428
iter=9 terr=0.02865 serr=0.44490 act=838386 obj=12629.60987 diff=0.05040
iter=10 terr=0.02746 serr=0.43620 act=838386 obj=12232.38309 diff=0.03145
iter=11 terr=0.02527 serr=0.40891 act=838386 obj=11376.84384 diff=0.06994
iter=12 terr=0.02054 serr=0.34666 act=838386 obj=9788.34357 diff=0.13963
iter=13 terr=0.02291 serr=0.38900 act=838386 obj=10113.14533 diff=0.03318
iter=14 terr=0.01886 serr=0.32571 act=838386 obj=9028.93825 diff=0.10721
iter=15 terr=0.01837 serr=0.31952 act=838386 obj=8650.66742 diff=0.04190
iter=16 terr=0.01789 serr=0.31391 act=838386 obj=8496.28559 diff=0.01785
iter=17 terr=0.01672 serr=0.29414 act=838386 obj=8240.61299 diff=0.03009
iter=18 terr=0.01588 serr=0.28146 act=838386 obj=7951.96392 diff=0.03503
iter=19 terr=0.01510 serr=0.27246 act=838386 obj=7592.13997 diff=0.04525
iter=20 terr=0.01441 serr=0.26036 act=838386 obj=7082.37245 diff=0.06714
iter=21 terr=0.01265 serr=0.23455 act=838386 obj=6656.01652 diff=0.06020
iter=22 terr=0.01290 serr=0.23691 act=838386 obj=6496.36684 diff=0.02399
iter=23 terr=0.01176 serr=0.21847 act=838386 obj=6299.05580 diff=0.03037
iter=24 terr=0.01124 serr=0.21065 act=838386 obj=6216.40970 diff=0.01312
iter=25 terr=0.01101 serr=0.20770 act=838386 obj=6142.97695 diff=0.01181
iter=26 terr=0.01065 serr=0.20180 act=838386 obj=5981.07655 diff=0.02636
iter=27 terr=0.01107 serr=0.21198 act=838386 obj=6052.47447 diff=0.01194
iter=28 terr=0.01044 serr=0.20003 act=838386 obj=5848.96836 diff=0.03362
iter=29 terr=0.00955 serr=0.18528 act=838386 obj=5635.17613 diff=0.03655
iter=30 terr=0.00971 serr=0.19059 act=838386 obj=5607.86410 diff=0.00485
iter=31 terr=0.00930 serr=0.18307 act=838386 obj=5481.23550 diff=0.02258
iter=32 terr=0.00911 serr=0.17982 act=838386 obj=5436.94220 diff=0.00808
iter=33 terr=0.00897 serr=0.17657 act=838386 obj=5366.77062 diff=0.01291
iter=34 terr=0.00823 serr=0.16448 act=838386 obj=5189.14857 diff=0.03310
iter=35 terr=0.00761 serr=0.15371 act=838386 obj=5039.17895 diff=0.02890
iter=36 terr=0.00719 serr=0.14825 act=838386 obj=4869.59358 diff=0.03365
iter=37 terr=0.00668 serr=0.13748 act=838386 obj=4812.23609 diff=0.01178
iter=38 terr=0.00684 serr=0.14102 act=838386 obj=4770.38857 diff=0.00870
iter=39 terr=0.00673 serr=0.13837 act=838386 obj=4750.19316 diff=0.00423
iter=40 terr=0.00608 serr=0.12583 act=838386 obj=4648.13390 diff=0.02149
iter=41 terr=0.00565 serr=0.11698 act=838386 obj=4589.15612 diff=0.01269
iter=42 terr=0.00501 serr=0.10592 act=838386 obj=4505.58935 diff=0.01821
iter=43 terr=0.00463 serr=0.09780 act=838386 obj=4438.91139 diff=0.01480
iter=44 terr=0.00509 serr=0.10710 act=838386 obj=4418.66385 diff=0.00456
iter=45 terr=0.00486 serr=0.10311 act=838386 obj=4397.18872 diff=0.00486
iter=46 terr=0.00471 serr=0.10031 act=838386 obj=4378.47971 diff=0.00425
iter=47 terr=0.00449 serr=0.09588 act=838386 obj=4343.14273 diff=0.00807
iter=48 terr=0.00437 serr=0.09352 act=838386 obj=4291.54452 diff=0.01188
iter=49 terr=0.00416 serr=0.08910 act=838386 obj=4220.12675 diff=0.01664
iter=50 terr=0.00376 serr=0.08099 act=838386 obj=4231.24323 diff=0.00263
iter=51 terr=0.00390 serr=0.08423 act=838386 obj=4183.57594 diff=0.01127
iter=52 terr=0.00390 serr=0.08467 act=838386 obj=4150.96100 diff=0.00780
iter=53 terr=0.00389 serr=0.08453 act=838386 obj=4137.43903 diff=0.00326
iter=54 terr=0.00390 serr=0.08467 act=838386 obj=4115.65556 diff=0.00526
iter=55 terr=0.00357 serr=0.07745 act=838386 obj=4066.05185 diff=0.01205
iter=56 terr=0.00315 serr=0.06918 act=838386 obj=4055.92013 diff=0.00249
iter=57 terr=0.00317 serr=0.06933 act=838386 obj=4018.13344 diff=0.00932
iter=58 terr=0.00312 serr=0.06859 act=838386 obj=4009.28714 diff=0.00220
iter=59 terr=0.00321 serr=0.07081 act=838386 obj=3997.09468 diff=0.00304
iter=60 terr=0.00297 serr=0.06564 act=838386 obj=3979.54395 diff=0.00439
iter=61 terr=0.00288 serr=0.06343 act=838386 obj=3971.84651 diff=0.00193
iter=62 terr=0.00274 serr=0.06048 act=838386 obj=3963.19287 diff=0.00218
iter=63 terr=0.00257 serr=0.05724 act=838386 obj=3946.45741 diff=0.00422
iter=64 terr=0.00233 serr=0.05222 act=838386 obj=3932.50395 diff=0.00354
iter=65 terr=0.00239 serr=0.05296 act=838386 obj=3916.59070 diff=0.00405
iter=66 terr=0.00240 serr=0.05384 act=838386 obj=3907.38458 diff=0.00235
iter=67 terr=0.00234 serr=0.05266 act=838386 obj=3896.86072 diff=0.00269
iter=68 terr=0.00242 serr=0.05473 act=838386 obj=3891.25654 diff=0.00144
iter=69 terr=0.00235 serr=0.05296 act=838386 obj=3885.67920 diff=0.00143
iter=70 terr=0.00225 serr=0.05045 act=838386 obj=3877.68903 diff=0.00206
iter=71 terr=0.00218 serr=0.04883 act=838386 obj=3867.81140 diff=0.00255
iter=72 terr=0.00188 serr=0.04189 act=838386 obj=3857.31686 diff=0.00271
iter=73 terr=0.00193 serr=0.04322 act=838386 obj=3850.10305 diff=0.00187
iter=74 terr=0.00189 serr=0.04234 act=838386 obj=3844.89428 diff=0.00135
iter=75 terr=0.00188 serr=0.04204 act=838386 obj=3842.03763 diff=0.00074
iter=76 terr=0.00189 serr=0.04248 act=838386 obj=3839.00149 diff=0.00079
iter=77 terr=0.00173 serr=0.03939 act=838386 obj=3833.56797 diff=0.00142
iter=78 terr=0.00183 serr=0.04160 act=838386 obj=3828.21391 diff=0.00140
iter=79 terr=0.00180 serr=0.04086 act=838386 obj=3823.92953 diff=0.00112
iter=80 terr=0.00174 serr=0.03953 act=838386 obj=3818.77792 diff=0.00135
iter=81 terr=0.00166 serr=0.03703 act=838386 obj=3824.58517 diff=0.00152
iter=82 terr=0.00169 serr=0.03835 act=838386 obj=3816.92143 diff=0.00200
iter=83 terr=0.00171 serr=0.03880 act=838386 obj=3814.89422 diff=0.00053
iter=84 terr=0.00182 serr=0.04057 act=838386 obj=3806.86113 diff=0.00211
iter=85 terr=0.00199 serr=0.04440 act=838386 obj=3804.67936 diff=0.00057
iter=86 terr=0.00191 serr=0.04263 act=838386 obj=3800.30188 diff=0.00115
iter=87 terr=0.00185 serr=0.04130 act=838386 obj=3799.11895 diff=0.00031
iter=88 terr=0.00179 serr=0.03998 act=838386 obj=3797.25080 diff=0.00049
iter=89 terr=0.00180 serr=0.04012 act=838386 obj=3794.14162 diff=0.00082
iter=90 terr=0.00187 serr=0.04175 act=838386 obj=3793.19659 diff=0.00025
iter=91 terr=0.00184 serr=0.04130 act=838386 obj=3790.22366 diff=0.00078
iter=92 terr=0.00184 serr=0.04130 act=838386 obj=3788.82762 diff=0.00037
iter=93 terr=0.00185 serr=0.04145 act=838386 obj=3785.75087 diff=0.00081
iter=94 terr=0.00194 serr=0.04352 act=838386 obj=3784.67532 diff=0.00028
iter=95 terr=0.00188 serr=0.04219 act=838386 obj=3781.82245 diff=0.00075
iter=96 terr=0.00188 serr=0.04234 act=838386 obj=3780.30005 diff=0.00040
iter=97 terr=0.00184 serr=0.04130 act=838386 obj=3778.56110 diff=0.00046
iter=98 terr=0.00193 serr=0.04307 act=838386 obj=3778.57160 diff=0.00000
iter=99 terr=0.00191 serr=0.04293 act=838386 obj=3777.62499 diff=0.00025
iter=100 terr=0.00188 serr=0.04189 act=838386 obj=3776.48529 diff=0.00030
iter=101 terr=0.00189 serr=0.04219 act=838386 obj=3774.54134 diff=0.00051
iter=102 terr=0.00194 serr=0.04307 act=838386 obj=3773.83762 diff=0.00019
iter=103 terr=0.00193 serr=0.04307 act=838386 obj=3773.07822 diff=0.00020
iter=104 terr=0.00195 serr=0.04352 act=838386 obj=3771.91774 diff=0.00031
iter=105 terr=0.00194 serr=0.04352 act=838386 obj=3770.75116 diff=0.00031
iter=106 terr=0.00194 serr=0.04337 act=838386 obj=3769.66644 diff=0.00029
iter=107 terr=0.00189 serr=0.04234 act=838386 obj=3768.61113 diff=0.00028
iter=108 terr=0.00191 serr=0.04278 act=838386 obj=3767.95723 diff=0.00017
iter=109 terr=0.00186 serr=0.04160 act=838386 obj=3767.26801 diff=0.00018
iter=110 terr=0.00189 serr=0.04234 act=838386 obj=3766.52785 diff=0.00020
iter=111 terr=0.00190 serr=0.04263 act=838386 obj=3766.18057 diff=0.00009
iter=112 terr=0.00193 serr=0.04322 act=838386 obj=3765.56179 diff=0.00016
iter=113 terr=0.00194 serr=0.04337 act=838386 obj=3764.92602 diff=0.00017
iter=114 terr=0.00196 serr=0.04411 act=838386 obj=3763.75891 diff=0.00031
iter=115 terr=0.00192 serr=0.04322 act=838386 obj=3763.13962 diff=0.00016
iter=116 terr=0.00191 serr=0.04293 act=838386 obj=3762.70453 diff=0.00012
iter=117 terr=0.00192 serr=0.04293 act=838386 obj=3762.41075 diff=0.00008
iter=118 terr=0.00191 serr=0.04278 act=838386 obj=3762.21087 diff=0.00005
iter=119 terr=0.00191 serr=0.04263 act=838386 obj=3761.79867 diff=0.00011
iter=120 terr=0.00191 serr=0.04263 act=838386 obj=3761.52098 diff=0.00007
iter=121 terr=0.00192 serr=0.04293 act=838386 obj=3761.12058 diff=0.00011
iter=122 terr=0.00194 serr=0.04352 act=838386 obj=3761.46216 diff=0.00009
iter=123 terr=0.00193 serr=0.04322 act=838386 obj=3760.95093 diff=0.00014
iter=124 terr=0.00189 serr=0.04234 act=838386 obj=3760.75541 diff=0.00005
iter=125 terr=0.00189 serr=0.04234 act=838386 obj=3760.64345 diff=0.00003
iter=126 terr=0.00191 serr=0.04278 act=838386 obj=3760.57775 diff=0.00002
Done!54.16 s
CRF++: Yet Another CRF Tool Kit
Copyright (C) 2005-2013 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..
Done!6.20 s
Number of sentences: 6779
Number of features: 838386
Number of thread(s): 8
Freq: 1
eta: 0.00010
C: 0.50000
shrinking size: 20
iter=0 terr=0.89445 serr=0.99838 act=838386 obj=111571.74277 diff=1.00000
iter=1 terr=0.09943 serr=0.97197 act=838386 obj=48400.39231 diff=0.56619
iter=2 terr=0.07823 serr=0.83670 act=838386 obj=42705.60685 diff=0.11766
iter=3 terr=0.06300 serr=0.71353 act=838386 obj=32566.52929 diff=0.23742
iter=4 terr=0.06068 serr=0.70025 act=838386 obj=29520.11574 diff=0.09354
iter=5 terr=0.04873 serr=0.62325 act=838386 obj=20848.44800 diff=0.29375
iter=6 terr=0.03893 serr=0.54566 act=838386 obj=17229.05365 diff=0.17360
iter=7 terr=0.03632 serr=0.51365 act=838386 obj=14659.67467 diff=0.14913
iter=8 terr=0.03098 serr=0.46349 act=838386 obj=13263.30090 diff=0.09525
iter=9 terr=0.02862 serr=0.44505 act=838386 obj=12581.41125 diff=0.05141
iter=10 terr=0.02742 serr=0.43635 act=838386 obj=12176.65221 diff=0.03217
iter=11 terr=0.02528 serr=0.40920 act=838386 obj=11310.11950 diff=0.07116
iter=12 terr=0.02051 serr=0.34636 act=838386 obj=9694.94237 diff=0.14281
iter=13 terr=0.02274 serr=0.38693 act=838386 obj=9944.12375 diff=0.02570
iter=14 terr=0.01892 serr=0.32645 act=838386 obj=8903.65793 diff=0.10463
iter=15 terr=0.01833 serr=0.31996 act=838386 obj=8508.51045 diff=0.04438
iter=16 terr=0.01788 serr=0.31362 act=838386 obj=8346.49062 diff=0.01904
iter=17 terr=0.01676 serr=0.29532 act=838386 obj=8087.45274 diff=0.03104
iter=18 terr=0.01592 serr=0.28146 act=838386 obj=7777.63838 diff=0.03831
iter=19 terr=0.01505 serr=0.27187 act=838386 obj=7403.33789 diff=0.04813
iter=20 terr=0.01438 serr=0.26095 act=838386 obj=6853.55427 diff=0.07426
iter=21 terr=0.01279 serr=0.23735 act=838386 obj=6387.42539 diff=0.06801
iter=22 terr=0.01205 serr=0.22437 act=838386 obj=6108.24695 diff=0.04371
iter=23 terr=0.01175 serr=0.22275 act=838386 obj=6206.12423 diff=0.01602
iter=24 terr=0.01138 serr=0.21493 act=838386 obj=5988.73026 diff=0.03503
iter=25 terr=0.01109 serr=0.20977 act=838386 obj=5846.26504 diff=0.02379
iter=26 terr=0.01111 serr=0.20991 act=838386 obj=5767.19904 diff=0.01352
iter=27 terr=0.01072 serr=0.20298 act=838386 obj=5621.02031 diff=0.02535
iter=28 terr=0.01018 serr=0.19575 act=838386 obj=5342.46095 diff=0.04956
iter=29 terr=0.00965 serr=0.18897 act=838386 obj=5288.01339 diff=0.01019
iter=30 terr=0.00885 serr=0.17466 act=838386 obj=4914.64246 diff=0.07061
iter=31 terr=0.00832 serr=0.16610 act=838386 obj=4859.24500 diff=0.01127