$ /home/okazaki/projects/crfsuite/frontend/crfsuite learn -a lbfgs -p feature.possible_states=1 -p feature.possible_transitions=1 -m crfsuite/lbfgs-dense.model train.crfsuite > crfsuite/lbfgs-dense.tr.log
CRFSuite 0.11.2  Copyright (c) 2007-2011 Naoaki Okazaki

Start time of the training: 2011-07-01T05:53:19Z

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: 5.130

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: 1
feature.possible_transitions: 1
0....1....2....3....4....5....6....7....8....9....10
Number of features: 7385312
Seconds required: 31.770

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: 271608.000508
Feature norm: 5.000000
Error norm: 44687.532010
Active features: 7385312
Line search trials: 2
Line search step: 0.000049
Seconds required for this iteration: 9.190

***** Iteration #2 *****
Loss: 161445.864110
Feature norm: 8.957824
Error norm: 26562.464466
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.230

***** Iteration #3 *****
Loss: 112149.730922
Feature norm: 11.863561
Error norm: 14225.667499
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.330

***** Iteration #4 *****
Loss: 91387.233631
Feature norm: 13.608998
Error norm: 10135.195473
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.450

***** Iteration #5 *****
Loss: 69855.110726
Feature norm: 16.621497
Error norm: 6640.566245
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.580

***** Iteration #6 *****
Loss: 59047.127644
Feature norm: 20.806055
Error norm: 10669.863551
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.680

***** Iteration #7 *****
Loss: 51625.601179
Feature norm: 22.806471
Error norm: 4848.306275
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #8 *****
Loss: 49160.578167
Feature norm: 23.470753
Error norm: 4104.881030
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #9 *****
Loss: 41139.838275
Feature norm: 26.966776
Error norm: 2358.478964
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #10 *****
Loss: 37556.070681
Feature norm: 29.522436
Error norm: 3242.112747
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.820

***** Iteration #11 *****
Loss: 35784.550755
Feature norm: 33.843619
Error norm: 5649.280472
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #12 *****
Loss: 33505.667783
Feature norm: 33.694061
Error norm: 2362.539469
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #13 *****
Loss: 32165.603726
Feature norm: 34.082315
Error norm: 2183.894419
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #14 *****
Loss: 31040.345656
Feature norm: 35.035779
Error norm: 2427.615740
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #15 *****
Loss: 28319.430370
Feature norm: 37.808013
Error norm: 2198.045003
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #16 *****
Loss: 26779.418699
Feature norm: 42.873876
Error norm: 4171.795295
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #17 *****
Loss: 24698.755158
Feature norm: 44.111311
Error norm: 1511.984067
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #18 *****
Loss: 24059.225617
Feature norm: 43.222840
Error norm: 1212.004558
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #19 *****
Loss: 22988.590167
Feature norm: 43.573638
Error norm: 2182.754532
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #20 *****
Loss: 22416.187479
Feature norm: 45.208120
Error norm: 2399.765020
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #21 *****
Loss: 21920.688746
Feature norm: 45.931298
Error norm: 1249.580152
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #22 *****
Loss: 21350.965583
Feature norm: 47.598947
Error norm: 1018.308535
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #23 *****
Loss: 20807.065830
Feature norm: 49.483969
Error norm: 1203.280075
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #24 *****
Loss: 19768.775408
Feature norm: 52.632837
Error norm: 1265.976392
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #25 *****
Loss: 19502.477266
Feature norm: 58.404311
Error norm: 2869.898782
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #26 *****
Loss: 18281.726413
Feature norm: 58.420805
Error norm: 1050.230364
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #27 *****
Loss: 17919.959920
Feature norm: 57.682828
Error norm: 741.129599
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #28 *****
Loss: 17566.441607
Feature norm: 57.784806
Error norm: 709.283985
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #29 *****
Loss: 17179.089311
Feature norm: 59.408801
Error norm: 1011.013338
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #30 *****
Loss: 16783.530976
Feature norm: 60.584809
Error norm: 688.413790
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #31 *****
Loss: 16283.243846
Feature norm: 62.227959
Error norm: 772.867190
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #32 *****
Loss: 15719.904772
Feature norm: 64.187427
Error norm: 733.568671
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #33 *****
Loss: 15352.940181
Feature norm: 67.363417
Error norm: 1210.495343
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #34 *****
Loss: 14804.114080
Feature norm: 67.371562
Error norm: 513.527715
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #35 *****
Loss: 14555.745664
Feature norm: 67.462631
Error norm: 515.384672
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #36 *****
Loss: 14391.159481
Feature norm: 68.594285
Error norm: 1469.647244
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #37 *****
Loss: 14176.804571
Feature norm: 69.345713
Error norm: 595.441624
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #38 *****
Loss: 14068.819130
Feature norm: 70.055193
Error norm: 554.708851
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #39 *****
Loss: 13905.995127
Feature norm: 71.050596
Error norm: 550.520969
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #40 *****
Loss: 13648.223496
Feature norm: 72.586155
Error norm: 517.932488
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.820

***** Iteration #41 *****
Loss: 13629.561088
Feature norm: 74.690054
Error norm: 1274.845129
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #42 *****
Loss: 13275.802348
Feature norm: 74.799880
Error norm: 419.960067
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #43 *****
Loss: 13164.216579
Feature norm: 74.662579
Error norm: 287.427039
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #44 *****
Loss: 13014.660199
Feature norm: 74.722187
Error norm: 417.219637
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #45 *****
Loss: 12954.583088
Feature norm: 74.792742
Error norm: 706.944034
Active features: 7385312
Line search trials: 2
Line search step: 0.430719
Seconds required for this iteration: 6.570

***** Iteration #46 *****
Loss: 12856.377491
Feature norm: 75.119075
Error norm: 423.206492
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #47 *****
Loss: 12759.157306
Feature norm: 75.415742
Error norm: 272.390524
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #48 *****
Loss: 12661.077816
Feature norm: 75.727743
Error norm: 294.294653
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #49 *****
Loss: 12544.942168
Feature norm: 76.080676
Error norm: 316.394362
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #50 *****
Loss: 12469.700119
Feature norm: 76.437595
Error norm: 481.803750
Active features: 7385312
Line search trials: 2
Line search step: 0.507437
Seconds required for this iteration: 6.570

***** Iteration #51 *****
Loss: 12359.215160
Feature norm: 76.709682
Error norm: 263.454301
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #52 *****
Loss: 12285.291259
Feature norm: 76.837316
Error norm: 300.393094
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #53 *****
Loss: 12255.170399
Feature norm: 76.845306
Error norm: 549.797350
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.820

***** Iteration #54 *****
Loss: 12207.995331
Feature norm: 76.774686
Error norm: 216.002935
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.790

***** Iteration #55 *****
Loss: 12184.372543
Feature norm: 76.721508
Error norm: 246.670983
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #56 *****
Loss: 12145.152297
Feature norm: 76.684184
Error norm: 309.063690
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #57 *****
Loss: 12079.793184
Feature norm: 76.738398
Error norm: 289.620499
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #58 *****
Loss: 12054.640878
Feature norm: 77.100270
Error norm: 577.524912
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.820

***** Iteration #59 *****
Loss: 11958.759470
Feature norm: 77.186987
Error norm: 245.427119
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #60 *****
Loss: 11929.589930
Feature norm: 77.195961
Error norm: 129.065650
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #61 *****
Loss: 11906.661866
Feature norm: 77.263543
Error norm: 202.521332
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #62 *****
Loss: 11899.595218
Feature norm: 77.489190
Error norm: 478.941408
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #63 *****
Loss: 11877.467372
Feature norm: 77.471143
Error norm: 179.116651
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #64 *****
Loss: 11864.414295
Feature norm: 77.504874
Error norm: 138.320264
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.820

***** Iteration #65 *****
Loss: 11847.935865
Feature norm: 77.612864
Error norm: 208.555036
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #66 *****
Loss: 11829.128253
Feature norm: 77.760404
Error norm: 198.449676
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #67 *****
Loss: 11801.262867
Feature norm: 77.974634
Error norm: 217.489478
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #68 *****
Loss: 11783.621762
Feature norm: 78.103674
Error norm: 257.818469
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #69 *****
Loss: 11765.853770
Feature norm: 78.042725
Error norm: 109.846342
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #70 *****
Loss: 11756.066677
Feature norm: 77.996689
Error norm: 98.581714
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.820

***** Iteration #71 *****
Loss: 11742.651158
Feature norm: 78.024749
Error norm: 171.541389
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.790

***** Iteration #72 *****
Loss: 11734.424981
Feature norm: 78.163638
Error norm: 302.605554
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #73 *****
Loss: 11720.541692
Feature norm: 78.206603
Error norm: 90.214555
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #74 *****
Loss: 11716.553984
Feature norm: 78.248216
Error norm: 86.207439
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #75 *****
Loss: 11708.592935
Feature norm: 78.336376
Error norm: 89.138359
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #76 *****
Loss: 11694.137889
Feature norm: 78.468062
Error norm: 90.901594
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #77 *****
Loss: 11685.945106
Feature norm: 78.563180
Error norm: 137.211246
Active features: 7385312
Line search trials: 2
Line search step: 0.450658
Seconds required for this iteration: 6.570

***** Iteration #78 *****
Loss: 11676.115416
Feature norm: 78.642695
Error norm: 82.619600
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #79 *****
Loss: 11669.781994
Feature norm: 78.668784
Error norm: 102.040854
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #80 *****
Loss: 11666.248534
Feature norm: 78.668147
Error norm: 113.317890
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #81 *****
Loss: 11663.574841
Feature norm: 78.646680
Error norm: 64.274214
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #82 *****
Loss: 11659.628031
Feature norm: 78.627322
Error norm: 70.477733
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #83 *****
Loss: 11656.151090
Feature norm: 78.624184
Error norm: 84.487210
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #84 *****
Loss: 11649.428643
Feature norm: 78.625409
Error norm: 88.981474
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #85 *****
Loss: 11644.952287
Feature norm: 78.632929
Error norm: 118.586220
Active features: 7385312
Line search trials: 2
Line search step: 0.437458
Seconds required for this iteration: 6.560

***** Iteration #86 *****
Loss: 11638.800737
Feature norm: 78.647891
Error norm: 59.624978
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #87 *****
Loss: 11635.032932
Feature norm: 78.662060
Error norm: 42.960038
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #88 *****
Loss: 11633.341931
Feature norm: 78.663743
Error norm: 143.892801
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.820

***** Iteration #89 *****
Loss: 11631.229657
Feature norm: 78.666597
Error norm: 49.652435
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #90 *****
Loss: 11630.329868
Feature norm: 78.661401
Error norm: 41.760927
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #91 *****
Loss: 11628.564723
Feature norm: 78.650041
Error norm: 46.188137
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #92 *****
Loss: 11626.340816
Feature norm: 78.642634
Error norm: 55.795030
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #93 *****
Loss: 11623.421718
Feature norm: 78.623028
Error norm: 81.219778
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #94 *****
Loss: 11620.818797
Feature norm: 78.619898
Error norm: 56.293533
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.820

***** Iteration #95 *****
Loss: 11619.306601
Feature norm: 78.619375
Error norm: 33.937553
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #96 *****
Loss: 11617.531459
Feature norm: 78.613729
Error norm: 30.169529
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #97 *****
Loss: 11616.440198
Feature norm: 78.605025
Error norm: 35.237842
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #98 *****
Loss: 11615.489710
Feature norm: 78.591494
Error norm: 74.954738
Active features: 7385312
Line search trials: 2
Line search step: 0.493642
Seconds required for this iteration: 6.570

***** Iteration #99 *****
Loss: 11614.389978
Feature norm: 78.578746
Error norm: 29.738715
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #100 *****
Loss: 11613.987354
Feature norm: 78.575297
Error norm: 27.650431
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.820

***** Iteration #101 *****
Loss: 11612.822824
Feature norm: 78.562988
Error norm: 30.570825
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #102 *****
Loss: 11611.614896
Feature norm: 78.545554
Error norm: 28.822120
Active features: 7385312
Line search trials: 1
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Seconds required for this iteration: 3.800

***** Iteration #103 *****
Loss: 11611.007058
Feature norm: 78.532332
Error norm: 41.118399
Active features: 7385312
Line search trials: 2
Line search step: 0.387950
Seconds required for this iteration: 6.560

***** Iteration #104 *****
Loss: 11610.221475
Feature norm: 78.522268
Error norm: 21.855565
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #105 *****
Loss: 11609.660734
Feature norm: 78.514217
Error norm: 20.658133
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #106 *****
Loss: 11609.088896
Feature norm: 78.503887
Error norm: 37.638774
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #107 *****
Loss: 11609.019913
Feature norm: 78.488915
Error norm: 65.868620
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #108 *****
Loss: 11608.442951
Feature norm: 78.493428
Error norm: 21.128571
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #109 *****
Loss: 11608.243918
Feature norm: 78.494019
Error norm: 18.564768
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #110 *****
Loss: 11607.822653
Feature norm: 78.490253
Error norm: 20.607168
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #111 *****
Loss: 11607.238763
Feature norm: 78.482526
Error norm: 28.605957
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #112 *****
Loss: 11606.946471
Feature norm: 78.466915
Error norm: 40.656376
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #113 *****
Loss: 11606.484353
Feature norm: 78.468306
Error norm: 15.112444
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #114 *****
Loss: 11606.299603
Feature norm: 78.468900
Error norm: 12.414355
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #115 *****
Loss: 11606.060459
Feature norm: 78.469758
Error norm: 16.378070
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #116 *****
Loss: 11606.011672
Feature norm: 78.471237
Error norm: 56.917284
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #117 *****
Loss: 11605.650283
Feature norm: 78.472220
Error norm: 16.180383
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #118 *****
Loss: 11605.524546
Feature norm: 78.473758
Error norm: 15.821708
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #119 *****
Loss: 11605.328868
Feature norm: 78.477920
Error norm: 17.440040
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #120 *****
Loss: 11605.066042
Feature norm: 78.484683
Error norm: 14.611472
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #121 *****
Loss: 11604.987397
Feature norm: 78.501040
Error norm: 30.522504
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #122 *****
Loss: 11604.668794
Feature norm: 78.500420
Error norm: 13.370579
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #123 *****
Loss: 11604.558618
Feature norm: 78.501378
Error norm: 9.406523
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #124 *****
Loss: 11604.372377
Feature norm: 78.507835
Error norm: 12.789441
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.820

***** Iteration #125 *****
Loss: 11604.298706
Feature norm: 78.514275
Error norm: 27.891615
Active features: 7385312
Line search trials: 2
Line search step: 0.381057
Seconds required for this iteration: 6.560

***** Iteration #126 *****
Loss: 11604.159795
Feature norm: 78.523030
Error norm: 18.616672
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #127 *****
Loss: 11604.005789
Feature norm: 78.533134
Error norm: 10.092795
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #128 *****
Loss: 11603.885828
Feature norm: 78.543031
Error norm: 9.244642
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.790

***** Iteration #129 *****
Loss: 11603.772325
Feature norm: 78.554019
Error norm: 9.849688
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #130 *****
Loss: 11603.672185
Feature norm: 78.571542
Error norm: 20.571041
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.820

***** Iteration #131 *****
Loss: 11603.532015
Feature norm: 78.579823
Error norm: 9.029069
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #132 *****
Loss: 11603.458831
Feature norm: 78.582821
Error norm: 7.290628
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #133 *****
Loss: 11603.405558
Feature norm: 78.586431
Error norm: 11.741120
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #134 *****
Loss: 11603.385472
Feature norm: 78.595061
Error norm: 26.271974
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #135 *****
Loss: 11603.318857
Feature norm: 78.594242
Error norm: 10.398617
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #136 *****
Loss: 11603.264705
Feature norm: 78.596554
Error norm: 6.885528
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #137 *****
Loss: 11603.213085
Feature norm: 78.603220
Error norm: 10.618294
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #138 *****
Loss: 11603.147551
Feature norm: 78.612628
Error norm: 9.974789
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #139 *****
Loss: 11603.097347
Feature norm: 78.635002
Error norm: 14.114472
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #140 *****
Loss: 11603.027957
Feature norm: 78.634679
Error norm: 5.815492
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #141 *****
Loss: 11602.999941
Feature norm: 78.634725
Error norm: 4.861867
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.820

***** Iteration #142 *****
Loss: 11602.960047
Feature norm: 78.640829
Error norm: 6.186009
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #143 *****
Loss: 11602.937718
Feature norm: 78.644022
Error norm: 11.654054
Active features: 7385312
Line search trials: 2
Line search step: 0.490313
Seconds required for this iteration: 6.570

***** Iteration #144 *****
Loss: 11602.903484
Feature norm: 78.653249
Error norm: 5.933087
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #145 *****
Loss: 11602.878668
Feature norm: 78.660865
Error norm: 4.965684
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #146 *****
Loss: 11602.840229
Feature norm: 78.668942
Error norm: 5.056656
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #147 *****
Loss: 11602.798441
Feature norm: 78.682166
Error norm: 6.055977
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #148 *****
Loss: 11602.771391
Feature norm: 78.686751
Error norm: 5.011407
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.820

***** Iteration #149 *****
Loss: 11602.754085
Feature norm: 78.686975
Error norm: 3.173281
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #150 *****
Loss: 11602.732583
Feature norm: 78.690263
Error norm: 5.702201
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #151 *****
Loss: 11602.727547
Feature norm: 78.691561
Error norm: 3.750029
Active features: 7385312
Line search trials: 2
Line search step: 0.382029
Seconds required for this iteration: 6.570

***** Iteration #152 *****
Loss: 11602.722193
Feature norm: 78.693473
Error norm: 3.282831
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #153 *****
Loss: 11602.702787
Feature norm: 78.701529
Error norm: 3.220740
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #154 *****
Loss: 11602.687020
Feature norm: 78.709830
Error norm: 4.179713
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #155 *****
Loss: 11602.676440
Feature norm: 78.718142
Error norm: 4.003862
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #156 *****
Loss: 11602.668094
Feature norm: 78.716695
Error norm: 2.079873
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #157 *****
Loss: 11602.660395
Feature norm: 78.715807
Error norm: 2.332222
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.800

***** Iteration #158 *****
Loss: 11602.652325
Feature norm: 78.717019
Error norm: 2.582674
Active features: 7385312
Line search trials: 1
Line search step: 1.000000
Seconds required for this iteration: 3.810

***** Iteration #159 *****
Loss: 11602.649857
Feature norm: 78.718258
Error norm: 5.257648
Active features: 7385312
Line search trials: 2
Line search step: 0.153374
Seconds required for this iteration: 6.570

L-BFGS terminated with the stopping criteria
Total seconds required for training: 636.790

Storing the model
Number of active features: 7385312 (7385312)
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: 2.300

End time of the training: 2011-07-01T06:04:38Z