$ /home/okazaki/projects/crfsuite/frontend/crfsuite learn -a lbfgs -p feature.possible_states=0 -p feature.possible_transitions=0 -m crfsuite/lbfgs-sparse.model train.crfsuite > crfsuite/lbfgs-sparse.tr.log
CRFSuite 0.11.2  Copyright (c) 2007-2011 Naoaki Okazaki

Start time of the training: 2011-07-01T06:35:11Z

Reading the data set(s)
[1] train.crfsuite
0....1....2....3....4....5....6....7....8....9....10
Number of instances: 8937
Seconds required: 5.170

Statistics the data set(s)
Number of data sets (groups): 1
Number of instances: 8936
Number of items: 211727
Number of attributes: 335674
Number of labels: 22

Feature generation
type: CRF1d
feature.minfreq: 0.000000
feature.possible_states: 0
feature.possible_transitions: 0
0....1....2....3....4....5....6....7....8....9....10
Number of features: 452755
Seconds required: 1.900

L-BFGS optimization
c1: 0.000000
c2: 1.000000
num_memories: 6
max_iterations: 2147483647
epsilon: 0.000010
stop: 10
delta: 0.000010
linesearch: MoreThuente
linesearch.max_iterations: 20

***** Iteration #1 *****
Loss: 275528.648286
Feature norm: 5.000000
Error norm: 44363.015822
Active features: 452755
Line search trials: 2
Line search step: 0.000050
Seconds required for this iteration: 4.300

***** Iteration #2 *****
Loss: 164450.778877
Feature norm: 9.067189
Error norm: 26619.939310
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.440

***** Iteration #3 *****
Loss: 114922.445474
Feature norm: 11.968653
Error norm: 14092.448547
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.450

***** Iteration #4 *****
Loss: 94274.218883
Feature norm: 13.701248
Error norm: 10082.295879
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.460

***** Iteration #5 *****
Loss: 72616.083785
Feature norm: 16.690742
Error norm: 6840.017065
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #6 *****
Loss: 63685.232369
Feature norm: 21.083142
Error norm: 13564.901519
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #7 *****
Loss: 55262.990938
Feature norm: 22.320690
Error norm: 4990.240216
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #8 *****
Loss: 52989.536672
Feature norm: 22.875957
Error norm: 4246.959543
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #9 *****
Loss: 47519.564891
Feature norm: 24.877233
Error norm: 4035.429809
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #10 *****
Loss: 43011.277162
Feature norm: 27.326787
Error norm: 3355.914999
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #11 *****
Loss: 37955.098237
Feature norm: 31.434809
Error norm: 3683.620683
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #12 *****
Loss: 34935.668107
Feature norm: 35.392796
Error norm: 3714.884936
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #13 *****
Loss: 33137.416088
Feature norm: 35.785282
Error norm: 1823.137662
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #14 *****
Loss: 31808.585791
Feature norm: 36.212615
Error norm: 1908.962877
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #15 *****
Loss: 30523.858513
Feature norm: 37.020822
Error norm: 1829.637896
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #16 *****
Loss: 29242.899377
Feature norm: 42.360740
Error norm: 5685.768515
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #17 *****
Loss: 27056.751824
Feature norm: 41.591837
Error norm: 2187.130070
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #18 *****
Loss: 26511.274716
Feature norm: 41.130951
Error norm: 1240.145876
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #19 *****
Loss: 25850.474544
Feature norm: 41.848350
Error norm: 1031.670003
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #20 *****
Loss: 24438.917294
Feature norm: 44.237570
Error norm: 1733.715726
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #21 *****
Loss: 23806.752934
Feature norm: 47.575718
Error norm: 1885.765343
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #22 *****
Loss: 23170.198852
Feature norm: 47.993472
Error norm: 1030.787388
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #23 *****
Loss: 22548.003884
Feature norm: 48.930006
Error norm: 929.897173
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #24 *****
Loss: 21760.519026
Feature norm: 50.879268
Error norm: 1086.871231
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #25 *****
Loss: 20773.012827
Feature norm: 54.459662
Error norm: 1576.332654
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #26 *****
Loss: 20257.505936
Feature norm: 57.115748
Error norm: 1435.791590
Active features: 452755
Line search trials: 2
Line search step: 0.509675
Seconds required for this iteration: 2.900

***** Iteration #27 *****
Loss: 19888.081283
Feature norm: 57.479579
Error norm: 801.987598
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #28 *****
Loss: 19527.112939
Feature norm: 57.768672
Error norm: 768.641467
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #29 *****
Loss: 19154.812982
Feature norm: 58.604129
Error norm: 809.551833
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #30 *****
Loss: 18500.820521
Feature norm: 62.423901
Error norm: 2059.714569
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #31 *****
Loss: 17935.925355
Feature norm: 64.633028
Error norm: 930.393426
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #32 *****
Loss: 17674.963121
Feature norm: 64.725711
Error norm: 608.046074
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #33 *****
Loss: 17310.168873
Feature norm: 65.417079
Error norm: 690.878731
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #34 *****
Loss: 17155.280605
Feature norm: 66.392064
Error norm: 1208.467844
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #35 *****
Loss: 16896.140533
Feature norm: 67.262716
Error norm: 642.201304
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #36 *****
Loss: 16628.339592
Feature norm: 68.531508
Error norm: 620.514266
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #37 *****
Loss: 16412.846338
Feature norm: 69.442625
Error norm: 601.431380
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #38 *****
Loss: 15986.199080
Feature norm: 71.718784
Error norm: 722.947428
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #39 *****
Loss: 15776.166545
Feature norm: 72.968693
Error norm: 730.702949
Active features: 452755
Line search trials: 2
Line search step: 0.412711
Seconds required for this iteration: 2.890

***** Iteration #40 *****
Loss: 15568.095448
Feature norm: 73.905012
Error norm: 462.587793
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #41 *****
Loss: 15357.449473
Feature norm: 74.727361
Error norm: 624.270178
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #42 *****
Loss: 15273.943614
Feature norm: 75.473362
Error norm: 1141.954508
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #43 *****
Loss: 15141.479931
Feature norm: 75.142449
Error norm: 461.486517
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #44 *****
Loss: 15048.411573
Feature norm: 74.988613
Error norm: 421.165890
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #45 *****
Loss: 14946.506479
Feature norm: 74.994645
Error norm: 544.560652
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #46 *****
Loss: 14783.509765
Feature norm: 75.215384
Error norm: 490.077299
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #47 *****
Loss: 14659.662885
Feature norm: 76.153580
Error norm: 679.373515
Active features: 452755
Line search trials: 2
Line search step: 0.480980
Seconds required for this iteration: 2.880

***** Iteration #48 *****
Loss: 14470.253657
Feature norm: 76.503980
Error norm: 364.302188
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #49 *****
Loss: 14368.369762
Feature norm: 76.890411
Error norm: 288.211935
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #50 *****
Loss: 14279.619826
Feature norm: 77.471988
Error norm: 898.915356
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #51 *****
Loss: 14198.091212
Feature norm: 77.780274
Error norm: 357.744559
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #52 *****
Loss: 14155.959963
Feature norm: 77.776423
Error norm: 339.349445
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #53 *****
Loss: 14049.128218
Feature norm: 77.923332
Error norm: 330.899100
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #54 *****
Loss: 13956.149173
Feature norm: 78.269390
Error norm: 362.175345
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.490

***** Iteration #55 *****
Loss: 13876.765247
Feature norm: 78.892038
Error norm: 469.140975
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #56 *****
Loss: 13797.959290
Feature norm: 79.052267
Error norm: 241.252191
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #57 *****
Loss: 13750.212972
Feature norm: 79.105798
Error norm: 219.202746
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #58 *****
Loss: 13689.800628
Feature norm: 79.352481
Error norm: 363.179780
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #59 *****
Loss: 13672.639534
Feature norm: 79.550234
Error norm: 611.634702
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #60 *****
Loss: 13628.219800
Feature norm: 79.559257
Error norm: 193.613820
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #61 *****
Loss: 13609.898254
Feature norm: 79.575536
Error norm: 200.156185
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #62 *****
Loss: 13585.551868
Feature norm: 79.644908
Error norm: 234.152444
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #63 *****
Loss: 13532.050558
Feature norm: 79.837493
Error norm: 232.977994
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #64 *****
Loss: 13498.606936
Feature norm: 80.013336
Error norm: 329.687051
Active features: 452755
Line search trials: 2
Line search step: 0.501993
Seconds required for this iteration: 2.900

***** Iteration #65 *****
Loss: 13452.564789
Feature norm: 80.176741
Error norm: 182.306933
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #66 *****
Loss: 13425.996879
Feature norm: 80.229535
Error norm: 130.394825
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #67 *****
Loss: 13410.508258
Feature norm: 80.218214
Error norm: 515.131149
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #68 *****
Loss: 13388.082022
Feature norm: 80.239213
Error norm: 163.056660
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #69 *****
Loss: 13379.008627
Feature norm: 80.224164
Error norm: 149.643326
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #70 *****
Loss: 13359.655534
Feature norm: 80.201599
Error norm: 175.433745
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #71 *****
Loss: 13339.558295
Feature norm: 80.223459
Error norm: 172.526653
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #72 *****
Loss: 13328.592186
Feature norm: 80.260322
Error norm: 327.100013
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #73 *****
Loss: 13302.593501
Feature norm: 80.295075
Error norm: 107.460189
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #74 *****
Loss: 13294.220289
Feature norm: 80.298485
Error norm: 100.274173
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #75 *****
Loss: 13277.630050
Feature norm: 80.308717
Error norm: 100.018987
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #76 *****
Loss: 13272.900055
Feature norm: 80.305031
Error norm: 258.491165
Active features: 452755
Line search trials: 2
Line search step: 0.294746
Seconds required for this iteration: 2.900

***** Iteration #77 *****
Loss: 13261.488117
Feature norm: 80.312414
Error norm: 150.000621
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #78 *****
Loss: 13252.032538
Feature norm: 80.312646
Error norm: 89.658302
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #79 *****
Loss: 13242.517898
Feature norm: 80.309530
Error norm: 84.038227
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #80 *****
Loss: 13232.800659
Feature norm: 80.301384
Error norm: 102.945373
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #81 *****
Loss: 13228.487130
Feature norm: 80.292532
Error norm: 218.456553
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #82 *****
Loss: 13216.525466
Feature norm: 80.282104
Error norm: 75.634959
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #83 *****
Loss: 13212.352320
Feature norm: 80.276533
Error norm: 66.102922
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #84 *****
Loss: 13205.930658
Feature norm: 80.265224
Error norm: 89.540580
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #85 *****
Loss: 13203.286022
Feature norm: 80.261142
Error norm: 128.065183
Active features: 452755
Line search trials: 2
Line search step: 0.274791
Seconds required for this iteration: 2.900

***** Iteration #86 *****
Loss: 13199.762864
Feature norm: 80.257984
Error norm: 78.961230
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #87 *****
Loss: 13195.530374
Feature norm: 80.257203
Error norm: 62.569387
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #88 *****
Loss: 13191.523099
Feature norm: 80.258741
Error norm: 70.104651
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #89 *****
Loss: 13184.691845
Feature norm: 80.263827
Error norm: 80.150957
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #90 *****
Loss: 13181.553880
Feature norm: 80.271032
Error norm: 102.830011
Active features: 452755
Line search trials: 2
Line search step: 0.368941
Seconds required for this iteration: 2.900

***** Iteration #91 *****
Loss: 13176.713212
Feature norm: 80.278923
Error norm: 58.331342
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #92 *****
Loss: 13172.968420
Feature norm: 80.286917
Error norm: 47.377340
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #93 *****
Loss: 13169.479878
Feature norm: 80.302827
Error norm: 81.281354
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #94 *****
Loss: 13167.283255
Feature norm: 80.313213
Error norm: 83.924291
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.460

***** Iteration #95 *****
Loss: 13165.662290
Feature norm: 80.315808
Error norm: 61.787161
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #96 *****
Loss: 13164.412474
Feature norm: 80.318092
Error norm: 44.437286
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #97 *****
Loss: 13161.883688
Feature norm: 80.331857
Error norm: 42.403528
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #98 *****
Loss: 13159.511576
Feature norm: 80.353449
Error norm: 43.776683
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #99 *****
Loss: 13158.912917
Feature norm: 80.397607
Error norm: 109.186116
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #100 *****
Loss: 13156.546477
Feature norm: 80.395344
Error norm: 34.831566
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #101 *****
Loss: 13155.696839
Feature norm: 80.399371
Error norm: 29.981004
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #102 *****
Loss: 13154.574730
Feature norm: 80.415854
Error norm: 50.536936
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #103 *****
Loss: 13154.399333
Feature norm: 80.448677
Error norm: 117.120111
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #104 *****
Loss: 13152.934413
Feature norm: 80.456368
Error norm: 36.894305
Active features: 452755
Line search trials: 1
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Seconds required for this iteration: 1.480

***** Iteration #105 *****
Loss: 13152.391073
Feature norm: 80.462034
Error norm: 32.799408
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #106 *****
Loss: 13151.367724
Feature norm: 80.482540
Error norm: 39.467931
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #107 *****
Loss: 13150.165444
Feature norm: 80.515528
Error norm: 40.776747
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #108 *****
Loss: 13149.383500
Feature norm: 80.569157
Error norm: 70.924954
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #109 *****
Loss: 13148.525301
Feature norm: 80.572977
Error norm: 31.714901
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #110 *****
Loss: 13147.916695
Feature norm: 80.581898
Error norm: 26.122982
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #111 *****
Loss: 13147.310364
Feature norm: 80.603439
Error norm: 34.885711
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #112 *****
Loss: 13146.804059
Feature norm: 80.627382
Error norm: 48.400173
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #113 *****
Loss: 13146.180935
Feature norm: 80.649650
Error norm: 28.991895
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #114 *****
Loss: 13145.708408
Feature norm: 80.662254
Error norm: 26.872438
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #115 *****
Loss: 13145.157059
Feature norm: 80.682404
Error norm: 22.878453
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #116 *****
Loss: 13144.650427
Feature norm: 80.709839
Error norm: 30.936535
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #117 *****
Loss: 13144.247641
Feature norm: 80.745676
Error norm: 50.894984
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #118 *****
Loss: 13143.869060
Feature norm: 80.747054
Error norm: 21.999234
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #119 *****
Loss: 13143.600563
Feature norm: 80.755555
Error norm: 18.343112
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #120 *****
Loss: 13143.395286
Feature norm: 80.766055
Error norm: 19.290111
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #121 *****
Loss: 13143.144119
Feature norm: 80.798636
Error norm: 44.752108
Active features: 452755
Line search trials: 2
Line search step: 0.452190
Seconds required for this iteration: 2.900

***** Iteration #122 *****
Loss: 13142.716191
Feature norm: 80.823230
Error norm: 21.510213
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #123 *****
Loss: 13142.502514
Feature norm: 80.837517
Error norm: 14.580926
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #124 *****
Loss: 13142.211239
Feature norm: 80.863960
Error norm: 20.018564
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #125 *****
Loss: 13141.999744
Feature norm: 80.880943
Error norm: 17.653196
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #126 *****
Loss: 13141.823197
Feature norm: 80.923677
Error norm: 48.567501
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #127 *****
Loss: 13141.473462
Feature norm: 80.925673
Error norm: 14.961312
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.490

***** Iteration #128 *****
Loss: 13141.339954
Feature norm: 80.922958
Error norm: 14.079827
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #129 *****
Loss: 13141.225823
Feature norm: 80.925461
Error norm: 12.678085
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #130 *****
Loss: 13141.038132
Feature norm: 80.942257
Error norm: 19.896963
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #131 *****
Loss: 13141.012778
Feature norm: 80.963323
Error norm: 34.624866
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #132 *****
Loss: 13140.786403
Feature norm: 80.972948
Error norm: 11.040818
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #133 *****
Loss: 13140.724708
Feature norm: 80.976669
Error norm: 10.046060
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #134 *****
Loss: 13140.568357
Feature norm: 80.998643
Error norm: 24.907895
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #135 *****
Loss: 13140.463535
Feature norm: 81.013945
Error norm: 14.257119
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #136 *****
Loss: 13140.392920
Feature norm: 81.016564
Error norm: 9.881150
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #137 *****
Loss: 13140.289781
Feature norm: 81.025328
Error norm: 7.365883
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #138 *****
Loss: 13140.206120
Feature norm: 81.037015
Error norm: 17.392461
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #139 *****
Loss: 13140.106068
Feature norm: 81.044838
Error norm: 9.140652
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #140 *****
Loss: 13140.023178
Feature norm: 81.050623
Error norm: 7.128136
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #141 *****
Loss: 13139.974480
Feature norm: 81.052422
Error norm: 12.451415
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #142 *****
Loss: 13139.947762
Feature norm: 81.052125
Error norm: 14.025217
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #143 *****
Loss: 13139.915523
Feature norm: 81.051149
Error norm: 6.825949
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #144 *****
Loss: 13139.882296
Feature norm: 81.049453
Error norm: 6.158210
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #145 *****
Loss: 13139.858316
Feature norm: 81.049550
Error norm: 6.913567
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.490

***** Iteration #146 *****
Loss: 13139.774667
Feature norm: 81.051961
Error norm: 8.582392
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #147 *****
Loss: 13139.742417
Feature norm: 81.053051
Error norm: 11.788131
Active features: 452755
Line search trials: 2
Line search step: 0.405521
Seconds required for this iteration: 2.890

***** Iteration #148 *****
Loss: 13139.699099
Feature norm: 81.055660
Error norm: 4.961066
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #149 *****
Loss: 13139.672865
Feature norm: 81.058179
Error norm: 5.092517
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #150 *****
Loss: 13139.638633
Feature norm: 81.061103
Error norm: 11.534633
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #151 *****
Loss: 13139.604072
Feature norm: 81.064949
Error norm: 6.932541
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #152 *****
Loss: 13139.578851
Feature norm: 81.065676
Error norm: 5.331621
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #153 *****
Loss: 13139.548918
Feature norm: 81.066314
Error norm: 4.808321
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #154 *****
Loss: 13139.523469
Feature norm: 81.068701
Error norm: 8.782071
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #155 *****
Loss: 13139.502022
Feature norm: 81.069888
Error norm: 4.265611
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #156 *****
Loss: 13139.490348
Feature norm: 81.070649
Error norm: 3.789572
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #157 *****
Loss: 13139.473338
Feature norm: 81.071971
Error norm: 4.705532
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #158 *****
Loss: 13139.462916
Feature norm: 81.073070
Error norm: 7.611273
Active features: 452755
Line search trials: 2
Line search step: 0.436160
Seconds required for this iteration: 2.900

***** Iteration #159 *****
Loss: 13139.450163
Feature norm: 81.074157
Error norm: 3.365173
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #160 *****
Loss: 13139.443573
Feature norm: 81.074352
Error norm: 3.033685
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #161 *****
Loss: 13139.431282
Feature norm: 81.074520
Error norm: 3.634661
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #162 *****
Loss: 13139.412499
Feature norm: 81.074732
Error norm: 4.099887
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.470

***** Iteration #163 *****
Loss: 13139.402975
Feature norm: 81.074452
Error norm: 6.736022
Active features: 452755
Line search trials: 2
Line search step: 0.419688
Seconds required for this iteration: 2.900

***** Iteration #164 *****
Loss: 13139.387220
Feature norm: 81.074459
Error norm: 3.874298
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

***** Iteration #165 *****
Loss: 13139.375165
Feature norm: 81.074163
Error norm: 2.638386
Active features: 452755
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 1.480

L-BFGS terminated with the stopping criteria
Total seconds required for training: 262.300

Storing the model
Number of active features: 452755 (452755)
Number of active attributes: 335674 (335674)
Number of active labels: 22 (22)
Writing labels
Writing attributes
Writing feature references for transitions
Writing feature references for attributes
Seconds required: 0.640

End time of the training: 2011-07-01T06:39:41Z