$ /home/okazaki/projects/crfsuite/frontend/crfsuite learn -a l2sgd -p feature.possible_states=1 -p feature.possible_transitions=1 -m crfsuite/l2sgd-dense.model train.crfsuite > crfsuite/l2sgd-dense.tr.log CRFSuite 0.11.2 Copyright (c) 2007-2011 Naoaki Okazaki Start time of the training: 2011-07-01T06:14:40Z 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: 5.140 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: 32.000 Stochastic Gradient Descent (SGD) c2: 1.000000 max_iterations: 1000 period: 10 delta: 0.000001 Calibrating the learning rate (eta) calibration.eta: 0.100000 calibration.rate: 2.000000 calibration.samples: 1000 calibration.candidates: 10 calibration.max_trials: 20 Initial loss: 72503.491786 Trial #1 (eta = 0.100000): 6440.030313 Trial #2 (eta = 0.200000): 6625.398722 Trial #3 (eta = 0.400000): 9573.829498 Trial #4 (eta = 0.800000): 18654.816455 Trial #5 (eta = 1.600000): 40672.372385 Trial #6 (eta = 3.200000): 83038.164986 (worse) Trial #7 (eta = 0.050000): 7458.174903 Trial #8 (eta = 0.025000): 9339.858150 Trial #9 (eta = 0.012500): 12212.281497 Trial #10 (eta = 0.006250): 16422.987920 Trial #11 (eta = 0.003125): 22334.361323 Trial #12 (eta = 0.001563): 30375.824782 Trial #13 (eta = 0.000781): 40397.744963 Trial #14 (eta = 0.000391): 51454.889771 Trial #15 (eta = 0.000195): 60770.918683 Trial #16 (eta = 0.000098): 66430.598284 Best learning rate (eta): 0.100000 Seconds required: 6.430 ***** Epoch #1 ***** Loss: 34470.719083 Feature L2-norm: 57.809810 Learning rate (eta): 0.083335 Total number of feature updates: 8936 Seconds required for this iteration: 3.080 ***** Epoch #2 ***** Loss: 19754.584130 Feature L2-norm: 66.713075 Learning rate (eta): 0.071430 Total number of feature updates: 17872 Seconds required for this iteration: 3.030 ***** Epoch #3 ***** Loss: 16173.171493 Feature L2-norm: 71.341624 Learning rate (eta): 0.062501 Total number of feature updates: 26808 Seconds required for this iteration: 3.030 ***** Epoch #4 ***** Loss: 14634.129240 Feature L2-norm: 74.061063 Learning rate (eta): 0.055556 Total number of feature updates: 35744 Seconds required for this iteration: 3.040 ***** Epoch #5 ***** Loss: 13792.737555 Feature L2-norm: 75.735551 Learning rate (eta): 0.050001 Total number of feature updates: 44680 Seconds required for this iteration: 3.030 ***** Epoch #6 ***** Loss: 13315.818322 Feature L2-norm: 76.830421 Learning rate (eta): 0.045455 Total number of feature updates: 53616 Seconds required for this iteration: 3.040 ***** Epoch #7 ***** Loss: 13010.970770 Feature L2-norm: 77.567656 Learning rate (eta): 0.041667 Total number of feature updates: 62552 Seconds required for this iteration: 3.030 ***** Epoch #8 ***** Loss: 12823.063622 Feature L2-norm: 78.064871 Learning rate (eta): 0.038462 Total number of feature updates: 71488 Seconds required for this iteration: 3.040 ***** Epoch #9 ***** Loss: 12647.567018 Feature L2-norm: 78.472492 Learning rate (eta): 0.035715 Total number of feature updates: 80424 Seconds required for this iteration: 3.040 ***** Epoch #10 ***** Loss: 12540.230655 Feature L2-norm: 78.746567 Learning rate (eta): 0.033334 Total number of feature updates: 89360 Seconds required for this iteration: 3.030 ***** Epoch #11 ***** Loss: 12451.307146 Improvement ratio: 1.768442 Feature L2-norm: 78.934930 Learning rate (eta): 0.031250 Total number of feature updates: 98296 Seconds required for this iteration: 3.040 ***** Epoch #12 ***** Loss: 12370.833788 Improvement ratio: 0.596868 Feature L2-norm: 79.102264 Learning rate (eta): 0.029412 Total number of feature updates: 107232 Seconds required for this iteration: 3.030 ***** Epoch #13 ***** Loss: 12321.040128 Improvement ratio: 0.312647 Feature L2-norm: 79.226826 Learning rate (eta): 0.027778 Total number of feature updates: 116168 Seconds required for this iteration: 3.030 ***** Epoch #14 ***** Loss: 12253.161717 Improvement ratio: 0.194315 Feature L2-norm: 79.308866 Learning rate (eta): 0.026316 Total number of feature updates: 125104 Seconds required for this iteration: 3.040 ***** Epoch #15 ***** Loss: 12210.884979 Improvement ratio: 0.129544 Feature L2-norm: 79.372250 Learning rate (eta): 0.025000 Total number of feature updates: 134040 Seconds required for this iteration: 3.030 ***** Epoch #16 ***** Loss: 12174.078040 Improvement ratio: 0.093785 Feature L2-norm: 79.420588 Learning rate (eta): 0.023810 Total number of feature updates: 142976 Seconds required for this iteration: 3.040 ***** Epoch #17 ***** Loss: 12149.011652 Improvement ratio: 0.070949 Feature L2-norm: 79.453987 Learning rate (eta): 0.022727 Total number of feature updates: 151912 Seconds required for this iteration: 3.040 ***** Epoch #18 ***** Loss: 12122.065958 Improvement ratio: 0.057828 Feature L2-norm: 79.479104 Learning rate (eta): 0.021739 Total number of feature updates: 160848 Seconds required for this iteration: 3.040 ***** Epoch #19 ***** Loss: 12091.220994 Improvement ratio: 0.046012 Feature L2-norm: 79.510833 Learning rate (eta): 0.020833 Total number of feature updates: 169784 Seconds required for this iteration: 3.040 ***** Epoch #20 ***** Loss: 12069.690175 Improvement ratio: 0.038985 Feature L2-norm: 79.524957 Learning rate (eta): 0.020000 Total number of feature updates: 178720 Seconds required for this iteration: 3.040 ***** Epoch #21 ***** Loss: 12047.707070 Improvement ratio: 0.033500 Feature L2-norm: 79.530866 Learning rate (eta): 0.019231 Total number of feature updates: 187656 Seconds required for this iteration: 3.030 ***** Epoch #22 ***** Loss: 12025.461527 Improvement ratio: 0.028720 Feature L2-norm: 79.548146 Learning rate (eta): 0.018519 Total number of feature updates: 196592 Seconds required for this iteration: 3.040 ***** Epoch #23 ***** Loss: 12003.763350 Improvement ratio: 0.026431 Feature L2-norm: 79.558241 Learning rate (eta): 0.017857 Total number of feature updates: 205528 Seconds required for this iteration: 3.050 ***** Epoch #24 ***** Loss: 12001.677513 Improvement ratio: 0.020954 Feature L2-norm: 79.560647 Learning rate (eta): 0.017241 Total number of feature updates: 214464 Seconds required for this iteration: 3.040 ***** Epoch #25 ***** Loss: 11980.884847 Improvement ratio: 0.019197 Feature L2-norm: 79.562418 Learning rate (eta): 0.016667 Total number of feature updates: 223400 Seconds required for this iteration: 3.050 ***** Epoch #26 ***** Loss: 11967.538992 Improvement ratio: 0.017258 Feature L2-norm: 79.556016 Learning rate (eta): 0.016129 Total number of feature updates: 232336 Seconds required for this iteration: 3.040 ***** Epoch #27 ***** Loss: 11959.108757 Improvement ratio: 0.015879 Feature L2-norm: 79.560951 Learning rate (eta): 0.015625 Total number of feature updates: 241272 Seconds required for this iteration: 3.050 ***** Epoch #28 ***** Loss: 11943.594979 Improvement ratio: 0.014943 Feature L2-norm: 79.552894 Learning rate (eta): 0.015152 Total number of feature updates: 250208 Seconds required for this iteration: 3.040 ***** Epoch #29 ***** Loss: 11937.062335 Improvement ratio: 0.012914 Feature L2-norm: 79.547145 Learning rate (eta): 0.014706 Total number of feature updates: 259144 Seconds required for this iteration: 3.030 ***** Epoch #30 ***** Loss: 11920.664934 Improvement ratio: 0.012501 Feature L2-norm: 79.547429 Learning rate (eta): 0.014286 Total number of feature updates: 268080 Seconds required for this iteration: 3.030 ***** Epoch #31 ***** Loss: 11911.430537 Improvement ratio: 0.011441 Feature L2-norm: 79.535481 Learning rate (eta): 0.013889 Total number of feature updates: 277016 Seconds required for this iteration: 3.040 ***** Epoch #32 ***** Loss: 11907.380676 Improvement ratio: 0.009917 Feature L2-norm: 79.529853 Learning rate (eta): 0.013514 Total number of feature updates: 285952 Seconds required for this iteration: 3.050 ***** Epoch #33 ***** Loss: 11896.348897 Improvement ratio: 0.009029 Feature L2-norm: 79.526535 Learning rate (eta): 0.013158 Total number of feature updates: 294888 Seconds required for this iteration: 3.030 ***** Epoch #34 ***** Loss: 11889.707907 Improvement ratio: 0.009417 Feature L2-norm: 79.518807 Learning rate (eta): 0.012821 Total number of feature updates: 303824 Seconds required for this iteration: 3.040 ***** Epoch #35 ***** Loss: 11880.306341 Improvement ratio: 0.008466 Feature L2-norm: 79.507824 Learning rate (eta): 0.012500 Total number of feature updates: 312760 Seconds required for this iteration: 3.040 ***** Epoch #36 ***** Loss: 11873.621688 Improvement ratio: 0.007910 Feature L2-norm: 79.498375 Learning rate (eta): 0.012195 Total number of feature updates: 321696 Seconds required for this iteration: 3.040 ***** Epoch #37 ***** Loss: 11870.090199 Improvement ratio: 0.007499 Feature L2-norm: 79.495604 Learning rate (eta): 0.011905 Total number of feature updates: 330632 Seconds required for this iteration: 3.040 ***** Epoch #38 ***** Loss: 11863.320860 Improvement ratio: 0.006767 Feature L2-norm: 79.487374 Learning rate (eta): 0.011628 Total number of feature updates: 339568 Seconds required for this iteration: 3.020 ***** Epoch #39 ***** Loss: 11851.751888 Improvement ratio: 0.007198 Feature L2-norm: 79.478598 Learning rate (eta): 0.011364 Total number of feature updates: 348504 Seconds required for this iteration: 3.040 ***** Epoch #40 ***** Loss: 11848.569491 Improvement ratio: 0.006085 Feature L2-norm: 79.470637 Learning rate (eta): 0.011111 Total number of feature updates: 357440 Seconds required for this iteration: 3.040 ***** Epoch #41 ***** Loss: 11840.418944 Improvement ratio: 0.005997 Feature L2-norm: 79.464465 Learning rate (eta): 0.010870 Total number of feature updates: 366376 Seconds required for this iteration: 3.050 ***** Epoch #42 ***** Loss: 11841.859683 Improvement ratio: 0.005533 Feature L2-norm: 79.459003 Learning rate (eta): 0.010638 Total number of feature updates: 375312 Seconds required for this iteration: 3.030 ***** Epoch #43 ***** Loss: 11830.714475 Improvement ratio: 0.005548 Feature L2-norm: 79.449753 Learning rate (eta): 0.010417 Total number of feature updates: 384248 Seconds required for this iteration: 3.040 ***** Epoch #44 ***** Loss: 11830.617267 Improvement ratio: 0.004995 Feature L2-norm: 79.441373 Learning rate (eta): 0.010204 Total number of feature updates: 393184 Seconds required for this iteration: 3.040 ***** Epoch #45 ***** Loss: 11822.491801 Improvement ratio: 0.004890 Feature L2-norm: 79.429870 Learning rate (eta): 0.010000 Total number of feature updates: 402120 Seconds required for this iteration: 3.040 ***** Epoch #46 ***** Loss: 11822.227403 Improvement ratio: 0.004347 Feature L2-norm: 79.424859 Learning rate (eta): 0.009804 Total number of feature updates: 411056 Seconds required for this iteration: 3.050 ***** Epoch #47 ***** Loss: 11816.732080 Improvement ratio: 0.004515 Feature L2-norm: 79.418388 Learning rate (eta): 0.009615 Total number of feature updates: 419992 Seconds required for this iteration: 3.040 ***** Epoch #48 ***** Loss: 11808.995737 Improvement ratio: 0.004600 Feature L2-norm: 79.408960 Learning rate (eta): 0.009434 Total number of feature updates: 428928 Seconds required for this iteration: 3.040 ***** Epoch #49 ***** Loss: 11805.548914 Improvement ratio: 0.003914 Feature L2-norm: 79.398564 Learning rate (eta): 0.009259 Total number of feature updates: 437864 Seconds required for this iteration: 3.040 ***** Epoch #50 ***** Loss: 11805.245103 Improvement ratio: 0.003670 Feature L2-norm: 79.392969 Learning rate (eta): 0.009091 Total number of feature updates: 446800 Seconds required for this iteration: 3.040 ***** Epoch #51 ***** Loss: 11800.617841 Improvement ratio: 0.003373 Feature L2-norm: 79.383694 Learning rate (eta): 0.008929 Total number of feature updates: 455736 Seconds required for this iteration: 3.040 ***** Epoch #52 ***** Loss: 11794.719068 Improvement ratio: 0.003997 Feature L2-norm: 79.378848 Learning rate (eta): 0.008772 Total number of feature updates: 464672 Seconds required for this iteration: 3.050 ***** Epoch #53 ***** Loss: 11793.043340 Improvement ratio: 0.003194 Feature L2-norm: 79.367126 Learning rate (eta): 0.008621 Total number of feature updates: 473608 Seconds required for this iteration: 3.040 ***** Epoch #54 ***** Loss: 11791.960630 Improvement ratio: 0.003278 Feature L2-norm: 79.364216 Learning rate (eta): 0.008475 Total number of feature updates: 482544 Seconds required for this iteration: 3.020 ***** Epoch #55 ***** Loss: 11788.949900 Improvement ratio: 0.002845 Feature L2-norm: 79.358434 Learning rate (eta): 0.008333 Total number of feature updates: 491480 Seconds required for this iteration: 3.040 ***** Epoch #56 ***** Loss: 11787.034549 Improvement ratio: 0.002986 Feature L2-norm: 79.350570 Learning rate (eta): 0.008197 Total number of feature updates: 500416 Seconds required for this iteration: 3.050 ***** Epoch #57 ***** Loss: 11781.500963 Improvement ratio: 0.002990 Feature L2-norm: 79.346901 Learning rate (eta): 0.008065 Total number of feature updates: 509352 Seconds required for this iteration: 3.030 ***** Epoch #58 ***** Loss: 11777.820177 Improvement ratio: 0.002647 Feature L2-norm: 79.340766 Learning rate (eta): 0.007937 Total number of feature updates: 518288 Seconds required for this iteration: 3.040 ***** Epoch #59 ***** Loss: 11775.997155 Improvement ratio: 0.002509 Feature L2-norm: 79.335457 Learning rate (eta): 0.007813 Total number of feature updates: 527224 Seconds required for this iteration: 3.040 ***** Epoch #60 ***** Loss: 11771.663747 Improvement ratio: 0.002853 Feature L2-norm: 79.325681 Learning rate (eta): 0.007692 Total number of feature updates: 536160 Seconds required for this iteration: 3.040 ***** Epoch #61 ***** Loss: 11770.176182 Improvement ratio: 0.002586 Feature L2-norm: 79.321525 Learning rate (eta): 0.007576 Total number of feature updates: 545096 Seconds required for this iteration: 3.040 ***** Epoch #62 ***** Loss: 11769.160404 Improvement ratio: 0.002172 Feature L2-norm: 79.317826 Learning rate (eta): 0.007463 Total number of feature updates: 554032 Seconds required for this iteration: 3.030 ***** Epoch #63 ***** Loss: 11767.711731 Improvement ratio: 0.002153 Feature L2-norm: 79.310053 Learning rate (eta): 0.007353 Total number of feature updates: 562968 Seconds required for this iteration: 3.030 ***** Epoch #64 ***** Loss: 11763.479433 Improvement ratio: 0.002421 Feature L2-norm: 79.302176 Learning rate (eta): 0.007246 Total number of feature updates: 571904 Seconds required for this iteration: 3.040 ***** Epoch #65 ***** Loss: 11760.309413 Improvement ratio: 0.002435 Feature L2-norm: 79.297627 Learning rate (eta): 0.007143 Total number of feature updates: 580840 Seconds required for this iteration: 3.050 ***** Epoch #66 ***** Loss: 11760.237409 Improvement ratio: 0.002279 Feature L2-norm: 79.294160 Learning rate (eta): 0.007042 Total number of feature updates: 589776 Seconds required for this iteration: 3.050 ***** Epoch #67 ***** Loss: 11758.907417 Improvement ratio: 0.001921 Feature L2-norm: 79.288408 Learning rate (eta): 0.006944 Total number of feature updates: 598712 Seconds required for this iteration: 3.040 ***** Epoch #68 ***** Loss: 11754.495565 Improvement ratio: 0.001984 Feature L2-norm: 79.282928 Learning rate (eta): 0.006849 Total number of feature updates: 607648 Seconds required for this iteration: 3.040 ***** Epoch #69 ***** Loss: 11753.956853 Improvement ratio: 0.001875 Feature L2-norm: 79.277802 Learning rate (eta): 0.006757 Total number of feature updates: 616584 Seconds required for this iteration: 3.040 ***** Epoch #70 ***** Loss: 11752.009979 Improvement ratio: 0.001672 Feature L2-norm: 79.273133 Learning rate (eta): 0.006667 Total number of feature updates: 625520 Seconds required for this iteration: 3.040 ***** Epoch #71 ***** Loss: 11751.595930 Improvement ratio: 0.001581 Feature L2-norm: 79.270037 Learning rate (eta): 0.006579 Total number of feature updates: 634456 Seconds required for this iteration: 3.030 ***** Epoch #72 ***** Loss: 11746.520163 Improvement ratio: 0.001927 Feature L2-norm: 79.260994 Learning rate (eta): 0.006494 Total number of feature updates: 643392 Seconds required for this iteration: 3.040 ***** Epoch #73 ***** Loss: 11743.849129 Improvement ratio: 0.002032 Feature L2-norm: 79.257223 Learning rate (eta): 0.006410 Total number of feature updates: 652328 Seconds required for this iteration: 3.040 ***** Epoch #74 ***** Loss: 11745.241703 Improvement ratio: 0.001553 Feature L2-norm: 79.251932 Learning rate (eta): 0.006329 Total number of feature updates: 661264 Seconds required for this iteration: 3.020 ***** Epoch #75 ***** Loss: 11742.434823 Improvement ratio: 0.001522 Feature L2-norm: 79.247220 Learning rate (eta): 0.006250 Total number of feature updates: 670200 Seconds required for this iteration: 3.040 ***** Epoch #76 ***** Loss: 11742.902857 Improvement ratio: 0.001476 Feature L2-norm: 79.243674 Learning rate (eta): 0.006173 Total number of feature updates: 679136 Seconds required for this iteration: 3.020 ***** Epoch #77 ***** Loss: 11737.372043 Improvement ratio: 0.001835 Feature L2-norm: 79.239627 Learning rate (eta): 0.006098 Total number of feature updates: 688072 Seconds required for this iteration: 3.030 ***** Epoch #78 ***** Loss: 11738.323961 Improvement ratio: 0.001378 Feature L2-norm: 79.235791 Learning rate (eta): 0.006024 Total number of feature updates: 697008 Seconds required for this iteration: 3.020 ***** Epoch #79 ***** Loss: 11734.134942 Improvement ratio: 0.001689 Feature L2-norm: 79.230535 Learning rate (eta): 0.005952 Total number of feature updates: 705944 Seconds required for this iteration: 3.030 ***** Epoch #80 ***** Loss: 11735.045223 Improvement ratio: 0.001446 Feature L2-norm: 79.223749 Learning rate (eta): 0.005882 Total number of feature updates: 714880 Seconds required for this iteration: 3.020 ***** Epoch #81 ***** Loss: 11731.900091 Improvement ratio: 0.001679 Feature L2-norm: 79.219032 Learning rate (eta): 0.005814 Total number of feature updates: 723816 Seconds required for this iteration: 3.040 ***** Epoch #82 ***** Loss: 11730.709947 Improvement ratio: 0.001348 Feature L2-norm: 79.215265 Learning rate (eta): 0.005747 Total number of feature updates: 732752 Seconds required for this iteration: 3.040 ***** Epoch #83 ***** Loss: 11728.752440 Improvement ratio: 0.001287 Feature L2-norm: 79.210484 Learning rate (eta): 0.005682 Total number of feature updates: 741688 Seconds required for this iteration: 3.040 ***** Epoch #84 ***** Loss: 11727.450071 Improvement ratio: 0.001517 Feature L2-norm: 79.210512 Learning rate (eta): 0.005618 Total number of feature updates: 750624 Seconds required for this iteration: 3.040 ***** Epoch #85 ***** Loss: 11726.542347 Improvement ratio: 0.001355 Feature L2-norm: 79.202533 Learning rate (eta): 0.005556 Total number of feature updates: 759560 Seconds required for this iteration: 3.040 ***** Epoch #86 ***** Loss: 11724.789149 Improvement ratio: 0.001545 Feature L2-norm: 79.200166 Learning rate (eta): 0.005495 Total number of feature updates: 768496 Seconds required for this iteration: 3.030 ***** Epoch #87 ***** Loss: 11725.891798 Improvement ratio: 0.000979 Feature L2-norm: 79.196443 Learning rate (eta): 0.005435 Total number of feature updates: 777432 Seconds required for this iteration: 3.010 ***** Epoch #88 ***** Loss: 11722.475827 Improvement ratio: 0.001352 Feature L2-norm: 79.193476 Learning rate (eta): 0.005376 Total number of feature updates: 786368 Seconds required for this iteration: 3.040 ***** Epoch #89 ***** Loss: 11721.514662 Improvement ratio: 0.001077 Feature L2-norm: 79.189933 Learning rate (eta): 0.005319 Total number of feature updates: 795304 Seconds required for this iteration: 3.040 ***** Epoch #90 ***** Loss: 11717.805924 Improvement ratio: 0.001471 Feature L2-norm: 79.185308 Learning rate (eta): 0.005263 Total number of feature updates: 804240 Seconds required for this iteration: 3.040 ***** Epoch #91 ***** Loss: 11718.965052 Improvement ratio: 0.001104 Feature L2-norm: 79.181685 Learning rate (eta): 0.005208 Total number of feature updates: 813176 Seconds required for this iteration: 3.010 ***** Epoch #92 ***** Loss: 11718.652037 Improvement ratio: 0.001029 Feature L2-norm: 79.178362 Learning rate (eta): 0.005155 Total number of feature updates: 822112 Seconds required for this iteration: 3.020 ***** Epoch #93 ***** Loss: 11716.372773 Improvement ratio: 0.001057 Feature L2-norm: 79.175997 Learning rate (eta): 0.005102 Total number of feature updates: 831048 Seconds required for this iteration: 3.040 ***** Epoch #94 ***** Loss: 11716.802583 Improvement ratio: 0.000909 Feature L2-norm: 79.170518 Learning rate (eta): 0.005051 Total number of feature updates: 839984 Seconds required for this iteration: 3.020 ***** Epoch #95 ***** Loss: 11714.925529 Improvement ratio: 0.000992 Feature L2-norm: 79.167598 Learning rate (eta): 0.005000 Total number of feature updates: 848920 Seconds required for this iteration: 3.030 ***** Epoch #96 ***** Loss: 11714.262176 Improvement ratio: 0.000899 Feature L2-norm: 79.163807 Learning rate (eta): 0.004951 Total number of feature updates: 857856 Seconds required for this iteration: 3.040 ***** Epoch #97 ***** Loss: 11713.467363 Improvement ratio: 0.001061 Feature L2-norm: 79.160466 Learning rate (eta): 0.004902 Total number of feature updates: 866792 Seconds required for this iteration: 3.040 ***** Epoch #98 ***** Loss: 11712.446052 Improvement ratio: 0.000856 Feature L2-norm: 79.159445 Learning rate (eta): 0.004854 Total number of feature updates: 875728 Seconds required for this iteration: 3.050 ***** Epoch #99 ***** Loss: 11711.403998 Improvement ratio: 0.000863 Feature L2-norm: 79.155428 Learning rate (eta): 0.004808 Total number of feature updates: 884664 Seconds required for this iteration: 3.050 ***** Epoch #100 ***** Loss: 11708.352147 Improvement ratio: 0.000807 Feature L2-norm: 79.153770 Learning rate (eta): 0.004762 Total number of feature updates: 893600 Seconds required for this iteration: 3.040 ***** Epoch #101 ***** Loss: 11708.223831 Improvement ratio: 0.000917 Feature L2-norm: 79.149405 Learning rate (eta): 0.004717 Total number of feature updates: 902536 Seconds required for this iteration: 3.040 ***** Epoch #102 ***** Loss: 11709.148644 Improvement ratio: 0.000812 Feature L2-norm: 79.147257 Learning rate (eta): 0.004673 Total number of feature updates: 911472 Seconds required for this iteration: 3.020 ***** Epoch #103 ***** Loss: 11707.057066 Improvement ratio: 0.000796 Feature L2-norm: 79.143855 Learning rate (eta): 0.004630 Total number of feature updates: 920408 Seconds required for this iteration: 3.040 ***** Epoch #104 ***** Loss: 11704.854485 Improvement ratio: 0.001021 Feature L2-norm: 79.141393 Learning rate (eta): 0.004587 Total number of feature updates: 929344 Seconds required for this iteration: 3.030 ***** Epoch #105 ***** Loss: 11704.846792 Improvement ratio: 0.000861 Feature L2-norm: 79.137774 Learning rate (eta): 0.004545 Total number of feature updates: 938280 Seconds required for this iteration: 3.040 ***** Epoch #106 ***** Loss: 11705.759905 Improvement ratio: 0.000726 Feature L2-norm: 79.133255 Learning rate (eta): 0.004505 Total number of feature updates: 947216 Seconds required for this iteration: 3.020 ***** Epoch #107 ***** Loss: 11702.598015 Improvement ratio: 0.000929 Feature L2-norm: 79.130724 Learning rate (eta): 0.004464 Total number of feature updates: 956152 Seconds required for this iteration: 3.030 ***** Epoch #108 ***** Loss: 11702.484502 Improvement ratio: 0.000851 Feature L2-norm: 79.128624 Learning rate (eta): 0.004425 Total number of feature updates: 965088 Seconds required for this iteration: 3.040 ***** Epoch #109 ***** Loss: 11700.543068 Improvement ratio: 0.000928 Feature L2-norm: 79.125970 Learning rate (eta): 0.004386 Total number of feature updates: 974024 Seconds required for this iteration: 3.040 ***** Epoch #110 ***** Loss: 11699.751420 Improvement ratio: 0.000735 Feature L2-norm: 79.122758 Learning rate (eta): 0.004348 Total number of feature updates: 982960 Seconds required for this iteration: 3.040 ***** Epoch #111 ***** Loss: 11697.897917 Improvement ratio: 0.000883 Feature L2-norm: 79.120939 Learning rate (eta): 0.004310 Total number of feature updates: 991896 Seconds required for this iteration: 3.040 ***** Epoch #112 ***** Loss: 11697.996295 Improvement ratio: 0.000953 Feature L2-norm: 79.116889 Learning rate (eta): 0.004274 Total number of feature updates: 1000832 Seconds required for this iteration: 3.010 ***** Epoch #113 ***** Loss: 11697.977720 Improvement ratio: 0.000776 Feature L2-norm: 79.115424 Learning rate (eta): 0.004237 Total number of feature updates: 1009768 Seconds required for this iteration: 3.020 ***** Epoch #114 ***** Loss: 11696.884724 Improvement ratio: 0.000681 Feature L2-norm: 79.111618 Learning rate (eta): 0.004202 Total number of feature updates: 1018704 Seconds required for this iteration: 3.040 ***** Epoch #115 ***** Loss: 11697.240013 Improvement ratio: 0.000650 Feature L2-norm: 79.108240 Learning rate (eta): 0.004167 Total number of feature updates: 1027640 Seconds required for this iteration: 3.020 ***** Epoch #116 ***** Loss: 11696.453642 Improvement ratio: 0.000796 Feature L2-norm: 79.108718 Learning rate (eta): 0.004132 Total number of feature updates: 1036576 Seconds required for this iteration: 3.040 ***** Epoch #117 ***** Loss: 11695.552130 Improvement ratio: 0.000602 Feature L2-norm: 79.104808 Learning rate (eta): 0.004098 Total number of feature updates: 1045512 Seconds required for this iteration: 3.040 ***** Epoch #118 ***** Loss: 11694.089206 Improvement ratio: 0.000718 Feature L2-norm: 79.102760 Learning rate (eta): 0.004065 Total number of feature updates: 1054448 Seconds required for this iteration: 3.040 ***** Epoch #119 ***** Loss: 11693.957545 Improvement ratio: 0.000563 Feature L2-norm: 79.101236 Learning rate (eta): 0.004032 Total number of feature updates: 1063384 Seconds required for this iteration: 3.030 ***** Epoch #120 ***** Loss: 11692.610834 Improvement ratio: 0.000611 Feature L2-norm: 79.098098 Learning rate (eta): 0.004000 Total number of feature updates: 1072320 Seconds required for this iteration: 3.030 ***** Epoch #121 ***** Loss: 11691.606336 Improvement ratio: 0.000538 Feature L2-norm: 79.094808 Learning rate (eta): 0.003968 Total number of feature updates: 1081256 Seconds required for this iteration: 3.040 ***** Epoch #122 ***** Loss: 11691.329041 Improvement ratio: 0.000570 Feature L2-norm: 79.094391 Learning rate (eta): 0.003937 Total number of feature updates: 1090192 Seconds required for this iteration: 3.040 ***** Epoch #123 ***** Loss: 11692.374552 Improvement ratio: 0.000479 Feature L2-norm: 79.091773 Learning rate (eta): 0.003906 Total number of feature updates: 1099128 Seconds required for this iteration: 3.020 ***** Epoch #124 ***** Loss: 11690.476463 Improvement ratio: 0.000548 Feature L2-norm: 79.089817 Learning rate (eta): 0.003876 Total number of feature updates: 1108064 Seconds required for this iteration: 3.050 ***** Epoch #125 ***** Loss: 11689.920806 Improvement ratio: 0.000626 Feature L2-norm: 79.087298 Learning rate (eta): 0.003846 Total number of feature updates: 1117000 Seconds required for this iteration: 3.040 ***** Epoch #126 ***** Loss: 11688.837698 Improvement ratio: 0.000652 Feature L2-norm: 79.084901 Learning rate (eta): 0.003817 Total number of feature updates: 1125936 Seconds required for this iteration: 3.040 ***** Epoch #127 ***** Loss: 11688.803189 Improvement ratio: 0.000577 Feature L2-norm: 79.081891 Learning rate (eta): 0.003788 Total number of feature updates: 1134872 Seconds required for this iteration: 3.040 ***** Epoch #128 ***** Loss: 11688.415819 Improvement ratio: 0.000485 Feature L2-norm: 79.079899 Learning rate (eta): 0.003759 Total number of feature updates: 1143808 Seconds required for this iteration: 3.030 ***** Epoch #129 ***** Loss: 11687.417178 Improvement ratio: 0.000560 Feature L2-norm: 79.077581 Learning rate (eta): 0.003731 Total number of feature updates: 1152744 Seconds required for this iteration: 3.050 ***** Epoch #130 ***** Loss: 11685.444776 Improvement ratio: 0.000613 Feature L2-norm: 79.075768 Learning rate (eta): 0.003704 Total number of feature updates: 1161680 Seconds required for this iteration: 3.040 ***** Epoch #131 ***** Loss: 11686.247284 Improvement ratio: 0.000459 Feature L2-norm: 79.074245 Learning rate (eta): 0.003676 Total number of feature updates: 1170616 Seconds required for this iteration: 3.020 ***** Epoch #132 ***** Loss: 11685.140122 Improvement ratio: 0.000530 Feature L2-norm: 79.072393 Learning rate (eta): 0.003650 Total number of feature updates: 1179552 Seconds required for this iteration: 3.040 ***** Epoch #133 ***** Loss: 11685.711199 Improvement ratio: 0.000570 Feature L2-norm: 79.069444 Learning rate (eta): 0.003623 Total number of feature updates: 1188488 Seconds required for this iteration: 3.020 ***** Epoch #134 ***** Loss: 11684.952130 Improvement ratio: 0.000473 Feature L2-norm: 79.065962 Learning rate (eta): 0.003597 Total number of feature updates: 1197424 Seconds required for this iteration: 3.030 ***** Epoch #135 ***** Loss: 11683.644355 Improvement ratio: 0.000537 Feature L2-norm: 79.065167 Learning rate (eta): 0.003571 Total number of feature updates: 1206360 Seconds required for this iteration: 3.040 ***** Epoch #136 ***** Loss: 11683.763858 Improvement ratio: 0.000434 Feature L2-norm: 79.063529 Learning rate (eta): 0.003546 Total number of feature updates: 1215296 Seconds required for this iteration: 3.030 ***** Epoch #137 ***** Loss: 11682.690412 Improvement ratio: 0.000523 Feature L2-norm: 79.062560 Learning rate (eta): 0.003521 Total number of feature updates: 1224232 Seconds required for this iteration: 3.030 ***** Epoch #138 ***** Loss: 11682.285202 Improvement ratio: 0.000525 Feature L2-norm: 79.059905 Learning rate (eta): 0.003497 Total number of feature updates: 1233168 Seconds required for this iteration: 3.040 ***** Epoch #139 ***** Loss: 11681.082132 Improvement ratio: 0.000542 Feature L2-norm: 79.057760 Learning rate (eta): 0.003472 Total number of feature updates: 1242104 Seconds required for this iteration: 3.040 ***** Epoch #140 ***** Loss: 11680.520106 Improvement ratio: 0.000422 Feature L2-norm: 79.055727 Learning rate (eta): 0.003448 Total number of feature updates: 1251040 Seconds required for this iteration: 3.040 ***** Epoch #141 ***** Loss: 11681.173797 Improvement ratio: 0.000434 Feature L2-norm: 79.053483 Learning rate (eta): 0.003425 Total number of feature updates: 1259976 Seconds required for this iteration: 3.010 ***** Epoch #142 ***** Loss: 11680.718898 Improvement ratio: 0.000379 Feature L2-norm: 79.052188 Learning rate (eta): 0.003401 Total number of feature updates: 1268912 Seconds required for this iteration: 3.020 ***** Epoch #143 ***** Loss: 11680.161505 Improvement ratio: 0.000475 Feature L2-norm: 79.050518 Learning rate (eta): 0.003378 Total number of feature updates: 1277848 Seconds required for this iteration: 3.040 ***** Epoch #144 ***** Loss: 11679.734014 Improvement ratio: 0.000447 Feature L2-norm: 79.049695 Learning rate (eta): 0.003356 Total number of feature updates: 1286784 Seconds required for this iteration: 3.040 ***** Epoch #145 ***** Loss: 11678.736403 Improvement ratio: 0.000420 Feature L2-norm: 79.046515 Learning rate (eta): 0.003333 Total number of feature updates: 1295720 Seconds required for this iteration: 3.020 ***** Epoch #146 ***** Loss: 11678.659429 Improvement ratio: 0.000437 Feature L2-norm: 79.044711 Learning rate (eta): 0.003311 Total number of feature updates: 1304656 Seconds required for this iteration: 3.040 ***** Epoch #147 ***** Loss: 11676.346901 Improvement ratio: 0.000543 Feature L2-norm: 79.043637 Learning rate (eta): 0.003289 Total number of feature updates: 1313592 Seconds required for this iteration: 3.030 ***** Epoch #148 ***** Loss: 11675.648076 Improvement ratio: 0.000568 Feature L2-norm: 79.041061 Learning rate (eta): 0.003268 Total number of feature updates: 1322528 Seconds required for this iteration: 3.040 ***** Epoch #149 ***** Loss: 11677.224577 Improvement ratio: 0.000330 Feature L2-norm: 79.039542 Learning rate (eta): 0.003247 Total number of feature updates: 1331464 Seconds required for this iteration: 3.020 ***** Epoch #150 ***** Loss: 11675.934048 Improvement ratio: 0.000393 Feature L2-norm: 79.038172 Learning rate (eta): 0.003226 Total number of feature updates: 1340400 Seconds required for this iteration: 3.010 ***** Epoch #151 ***** Loss: 11674.591920 Improvement ratio: 0.000564 Feature L2-norm: 79.036353 Learning rate (eta): 0.003205 Total number of feature updates: 1349336 Seconds required for this iteration: 3.050 ***** Epoch #152 ***** Loss: 11676.498172 Improvement ratio: 0.000361 Feature L2-norm: 79.035045 Learning rate (eta): 0.003185 Total number of feature updates: 1358272 Seconds required for this iteration: 3.020 ***** Epoch #153 ***** Loss: 11674.866333 Improvement ratio: 0.000454 Feature L2-norm: 79.034001 Learning rate (eta): 0.003165 Total number of feature updates: 1367208 Seconds required for this iteration: 3.010 ***** Epoch #154 ***** Loss: 11673.956518 Improvement ratio: 0.000495 Feature L2-norm: 79.031861 Learning rate (eta): 0.003145 Total number of feature updates: 1376144 Seconds required for this iteration: 3.040 ***** Epoch #155 ***** Loss: 11674.751589 Improvement ratio: 0.000341 Feature L2-norm: 79.030500 Learning rate (eta): 0.003125 Total number of feature updates: 1385080 Seconds required for this iteration: 3.020 ***** Epoch #156 ***** Loss: 11673.395274 Improvement ratio: 0.000451 Feature L2-norm: 79.029259 Learning rate (eta): 0.003106 Total number of feature updates: 1394016 Seconds required for this iteration: 3.050 ***** Epoch #157 ***** Loss: 11673.142180 Improvement ratio: 0.000275 Feature L2-norm: 79.026559 Learning rate (eta): 0.003086 Total number of feature updates: 1402952 Seconds required for this iteration: 3.030 ***** Epoch #158 ***** Loss: 11672.465214 Improvement ratio: 0.000273 Feature L2-norm: 79.024805 Learning rate (eta): 0.003067 Total number of feature updates: 1411888 Seconds required for this iteration: 3.040 ***** Epoch #159 ***** Loss: 11673.181361 Improvement ratio: 0.000346 Feature L2-norm: 79.023180 Learning rate (eta): 0.003049 Total number of feature updates: 1420824 Seconds required for this iteration: 3.020 ***** Epoch #160 ***** Loss: 11671.681496 Improvement ratio: 0.000364 Feature L2-norm: 79.022562 Learning rate (eta): 0.003030 Total number of feature updates: 1429760 Seconds required for this iteration: 3.040 ***** Epoch #161 ***** Loss: 11670.924523 Improvement ratio: 0.000314 Feature L2-norm: 79.021264 Learning rate (eta): 0.003012 Total number of feature updates: 1438696 Seconds required for this iteration: 3.020 ***** Epoch #162 ***** Loss: 11670.832920 Improvement ratio: 0.000485 Feature L2-norm: 79.019550 Learning rate (eta): 0.002994 Total number of feature updates: 1447632 Seconds required for this iteration: 3.040 ***** Epoch #163 ***** Loss: 11672.155711 Improvement ratio: 0.000232 Feature L2-norm: 79.017636 Learning rate (eta): 0.002976 Total number of feature updates: 1456568 Seconds required for this iteration: 3.020 ***** Epoch #164 ***** Loss: 11670.526696 Improvement ratio: 0.000294 Feature L2-norm: 79.016946 Learning rate (eta): 0.002959 Total number of feature updates: 1465504 Seconds required for this iteration: 3.040 ***** Epoch #165 ***** Loss: 11669.198301 Improvement ratio: 0.000476 Feature L2-norm: 79.015426 Learning rate (eta): 0.002941 Total number of feature updates: 1474440 Seconds required for this iteration: 3.050 ***** Epoch #166 ***** Loss: 11669.867022 Improvement ratio: 0.000302 Feature L2-norm: 79.013118 Learning rate (eta): 0.002924 Total number of feature updates: 1483376 Seconds required for this iteration: 3.020 ***** Epoch #167 ***** Loss: 11669.429132 Improvement ratio: 0.000318 Feature L2-norm: 79.012202 Learning rate (eta): 0.002907 Total number of feature updates: 1492312 Seconds required for this iteration: 3.020 ***** Epoch #168 ***** Loss: 11668.321072 Improvement ratio: 0.000355 Feature L2-norm: 79.011264 Learning rate (eta): 0.002890 Total number of feature updates: 1501248 Seconds required for this iteration: 3.040 ***** Epoch #169 ***** Loss: 11668.492611 Improvement ratio: 0.000402 Feature L2-norm: 79.008825 Learning rate (eta): 0.002874 Total number of feature updates: 1510184 Seconds required for this iteration: 3.020 ***** Epoch #170 ***** Loss: 11668.111358 Improvement ratio: 0.000306 Feature L2-norm: 79.008387 Learning rate (eta): 0.002857 Total number of feature updates: 1519120 Seconds required for this iteration: 3.030 ***** Epoch #171 ***** Loss: 11667.499203 Improvement ratio: 0.000294 Feature L2-norm: 79.006502 Learning rate (eta): 0.002841 Total number of feature updates: 1528056 Seconds required for this iteration: 3.040 ***** Epoch #172 ***** Loss: 11668.225397 Improvement ratio: 0.000223 Feature L2-norm: 79.005057 Learning rate (eta): 0.002825 Total number of feature updates: 1536992 Seconds required for this iteration: 3.020 ***** Epoch #173 ***** Loss: 11667.228090 Improvement ratio: 0.000422 Feature L2-norm: 79.003568 Learning rate (eta): 0.002809 Total number of feature updates: 1545928 Seconds required for this iteration: 3.040 ***** Epoch #174 ***** Loss: 11666.636590 Improvement ratio: 0.000333 Feature L2-norm: 79.003012 Learning rate (eta): 0.002793 Total number of feature updates: 1554864 Seconds required for this iteration: 3.040 ***** Epoch #175 ***** Loss: 11665.917035 Improvement ratio: 0.000281 Feature L2-norm: 79.001005 Learning rate (eta): 0.002778 Total number of feature updates: 1563800 Seconds required for this iteration: 3.030 ***** Epoch #176 ***** Loss: 11665.363981 Improvement ratio: 0.000386 Feature L2-norm: 79.000930 Learning rate (eta): 0.002762 Total number of feature updates: 1572736 Seconds required for this iteration: 3.040 ***** Epoch #177 ***** Loss: 11665.068226 Improvement ratio: 0.000374 Feature L2-norm: 78.998399 Learning rate (eta): 0.002747 Total number of feature updates: 1581672 Seconds required for this iteration: 3.040 ***** Epoch #178 ***** Loss: 11665.388203 Improvement ratio: 0.000251 Feature L2-norm: 78.997427 Learning rate (eta): 0.002732 Total number of feature updates: 1590608 Seconds required for this iteration: 3.010 ***** Epoch #179 ***** Loss: 11663.537881 Improvement ratio: 0.000425 Feature L2-norm: 78.997103 Learning rate (eta): 0.002717 Total number of feature updates: 1599544 Seconds required for this iteration: 3.030 ***** Epoch #180 ***** Loss: 11663.581089 Improvement ratio: 0.000388 Feature L2-norm: 78.995916 Learning rate (eta): 0.002703 Total number of feature updates: 1608480 Seconds required for this iteration: 3.020 ***** Epoch #181 ***** Loss: 11664.413483 Improvement ratio: 0.000265 Feature L2-norm: 78.994132 Learning rate (eta): 0.002688 Total number of feature updates: 1617416 Seconds required for this iteration: 3.020 ***** Epoch #182 ***** Loss: 11663.134368 Improvement ratio: 0.000437 Feature L2-norm: 78.992184 Learning rate (eta): 0.002674 Total number of feature updates: 1626352 Seconds required for this iteration: 3.040 ***** Epoch #183 ***** Loss: 11663.411141 Improvement ratio: 0.000327 Feature L2-norm: 78.991375 Learning rate (eta): 0.002660 Total number of feature updates: 1635288 Seconds required for this iteration: 3.030 ***** Epoch #184 ***** Loss: 11661.917963 Improvement ratio: 0.000405 Feature L2-norm: 78.989258 Learning rate (eta): 0.002646 Total number of feature updates: 1644224 Seconds required for this iteration: 3.040 ***** Epoch #185 ***** Loss: 11663.199231 Improvement ratio: 0.000233 Feature L2-norm: 78.988723 Learning rate (eta): 0.002632 Total number of feature updates: 1653160 Seconds required for this iteration: 3.020 ***** Epoch #186 ***** Loss: 11662.050519 Improvement ratio: 0.000284 Feature L2-norm: 78.987769 Learning rate (eta): 0.002618 Total number of feature updates: 1662096 Seconds required for this iteration: 3.020 ***** Epoch #187 ***** Loss: 11662.554543 Improvement ratio: 0.000216 Feature L2-norm: 78.986843 Learning rate (eta): 0.002604 Total number of feature updates: 1671032 Seconds required for this iteration: 3.020 ***** Epoch #188 ***** Loss: 11661.636327 Improvement ratio: 0.000322 Feature L2-norm: 78.985791 Learning rate (eta): 0.002591 Total number of feature updates: 1679968 Seconds required for this iteration: 3.040 ***** Epoch #189 ***** Loss: 11661.068469 Improvement ratio: 0.000212 Feature L2-norm: 78.985163 Learning rate (eta): 0.002577 Total number of feature updates: 1688904 Seconds required for this iteration: 3.040 ***** Epoch #190 ***** Loss: 11661.732561 Improvement ratio: 0.000159 Feature L2-norm: 78.983255 Learning rate (eta): 0.002564 Total number of feature updates: 1697840 Seconds required for this iteration: 3.020 ***** Epoch #191 ***** Loss: 11661.433343 Improvement ratio: 0.000256 Feature L2-norm: 78.982289 Learning rate (eta): 0.002551 Total number of feature updates: 1706776 Seconds required for this iteration: 3.030 ***** Epoch #192 ***** Loss: 11660.812058 Improvement ratio: 0.000199 Feature L2-norm: 78.980469 Learning rate (eta): 0.002538 Total number of feature updates: 1715712 Seconds required for this iteration: 3.040 ***** Epoch #193 ***** Loss: 11659.896008 Improvement ratio: 0.000301 Feature L2-norm: 78.979621 Learning rate (eta): 0.002525 Total number of feature updates: 1724648 Seconds required for this iteration: 3.040 ***** Epoch #194 ***** Loss: 11660.219662 Improvement ratio: 0.000146 Feature L2-norm: 78.977862 Learning rate (eta): 0.002513 Total number of feature updates: 1733584 Seconds required for this iteration: 3.010 ***** Epoch #195 ***** Loss: 11660.222216 Improvement ratio: 0.000255 Feature L2-norm: 78.977559 Learning rate (eta): 0.002500 Total number of feature updates: 1742520 Seconds required for this iteration: 3.030 ***** Epoch #196 ***** Loss: 11659.692014 Improvement ratio: 0.000202 Feature L2-norm: 78.976873 Learning rate (eta): 0.002488 Total number of feature updates: 1751456 Seconds required for this iteration: 3.030 ***** Epoch #197 ***** Loss: 11658.836284 Improvement ratio: 0.000319 Feature L2-norm: 78.974818 Learning rate (eta): 0.002475 Total number of feature updates: 1760392 Seconds required for this iteration: 3.040 ***** Epoch #198 ***** Loss: 11659.998232 Improvement ratio: 0.000140 Feature L2-norm: 78.974058 Learning rate (eta): 0.002463 Total number of feature updates: 1769328 Seconds required for this iteration: 3.020 ***** Epoch #199 ***** Loss: 11659.215205 Improvement ratio: 0.000159 Feature L2-norm: 78.973105 Learning rate (eta): 0.002451 Total number of feature updates: 1778264 Seconds required for this iteration: 3.020 ***** Epoch #200 ***** Loss: 11658.745166 Improvement ratio: 0.000256 Feature L2-norm: 78.972148 Learning rate (eta): 0.002439 Total number of feature updates: 1787200 Seconds required for this iteration: 3.030 ***** Epoch #201 ***** Loss: 11658.295260 Improvement ratio: 0.000269 Feature L2-norm: 78.970848 Learning rate (eta): 0.002427 Total number of feature updates: 1796136 Seconds required for this iteration: 3.040 ***** Epoch #202 ***** Loss: 11657.923900 Improvement ratio: 0.000248 Feature L2-norm: 78.970436 Learning rate (eta): 0.002415 Total number of feature updates: 1805072 Seconds required for this iteration: 3.040 ***** Epoch #203 ***** Loss: 11656.483848 Improvement ratio: 0.000293 Feature L2-norm: 78.968567 Learning rate (eta): 0.002404 Total number of feature updates: 1814008 Seconds required for this iteration: 3.030 ***** Epoch #204 ***** Loss: 11657.719800 Improvement ratio: 0.000214 Feature L2-norm: 78.968112 Learning rate (eta): 0.002392 Total number of feature updates: 1822944 Seconds required for this iteration: 3.020 ***** Epoch #205 ***** Loss: 11658.389490 Improvement ratio: 0.000157 Feature L2-norm: 78.966264 Learning rate (eta): 0.002381 Total number of feature updates: 1831880 Seconds required for this iteration: 3.020 ***** Epoch #206 ***** Loss: 11657.137712 Improvement ratio: 0.000219 Feature L2-norm: 78.966173 Learning rate (eta): 0.002370 Total number of feature updates: 1840816 Seconds required for this iteration: 3.030 ***** Epoch #207 ***** Loss: 11656.580885 Improvement ratio: 0.000193 Feature L2-norm: 78.965128 Learning rate (eta): 0.002358 Total number of feature updates: 1849752 Seconds required for this iteration: 3.010 ***** Epoch #208 ***** Loss: 11657.789478 Improvement ratio: 0.000189 Feature L2-norm: 78.963614 Learning rate (eta): 0.002347 Total number of feature updates: 1858688 Seconds required for this iteration: 3.020 ***** Epoch #209 ***** Loss: 11656.336416 Improvement ratio: 0.000247 Feature L2-norm: 78.963375 Learning rate (eta): 0.002336 Total number of feature updates: 1867624 Seconds required for this iteration: 3.030 ***** Epoch #210 ***** Loss: 11655.253869 Improvement ratio: 0.000300 Feature L2-norm: 78.963074 Learning rate (eta): 0.002326 Total number of feature updates: 1876560 Seconds required for this iteration: 3.040 ***** Epoch #211 ***** Loss: 11655.337612 Improvement ratio: 0.000254 Feature L2-norm: 78.962036 Learning rate (eta): 0.002315 Total number of feature updates: 1885496 Seconds required for this iteration: 3.010 ***** Epoch #212 ***** Loss: 11655.786845 Improvement ratio: 0.000183 Feature L2-norm: 78.960042 Learning rate (eta): 0.002304 Total number of feature updates: 1894432 Seconds required for this iteration: 3.010 ***** Epoch #213 ***** Loss: 11655.630214 Improvement ratio: 0.000073 Feature L2-norm: 78.959299 Learning rate (eta): 0.002294 Total number of feature updates: 1903368 Seconds required for this iteration: 3.030 ***** Epoch #214 ***** Loss: 11655.432432 Improvement ratio: 0.000196 Feature L2-norm: 78.958278 Learning rate (eta): 0.002283 Total number of feature updates: 1912304 Seconds required for this iteration: 3.020 ***** Epoch #215 ***** Loss: 11654.152954 Improvement ratio: 0.000364 Feature L2-norm: 78.957564 Learning rate (eta): 0.002273 Total number of feature updates: 1921240 Seconds required for this iteration: 3.040 ***** Epoch #216 ***** Loss: 11654.354667 Improvement ratio: 0.000239 Feature L2-norm: 78.956749 Learning rate (eta): 0.002262 Total number of feature updates: 1930176 Seconds required for this iteration: 3.020 ***** Epoch #217 ***** Loss: 11654.184217 Improvement ratio: 0.000206 Feature L2-norm: 78.955659 Learning rate (eta): 0.002252 Total number of feature updates: 1939112 Seconds required for this iteration: 3.020 ***** Epoch #218 ***** Loss: 11655.348985 Improvement ratio: 0.000209 Feature L2-norm: 78.955394 Learning rate (eta): 0.002242 Total number of feature updates: 1948048 Seconds required for this iteration: 3.020 ***** Epoch #219 ***** Loss: 11654.135131 Improvement ratio: 0.000189 Feature L2-norm: 78.953874 Learning rate (eta): 0.002232 Total number of feature updates: 1956984 Seconds required for this iteration: 3.030 ***** Epoch #220 ***** Loss: 11654.418248 Improvement ratio: 0.000072 Feature L2-norm: 78.952869 Learning rate (eta): 0.002222 Total number of feature updates: 1965920 Seconds required for this iteration: 3.020 ***** Epoch #221 ***** Loss: 11653.637516 Improvement ratio: 0.000146 Feature L2-norm: 78.952694 Learning rate (eta): 0.002212 Total number of feature updates: 1974856 Seconds required for this iteration: 3.040 ***** Epoch #222 ***** Loss: 11654.112607 Improvement ratio: 0.000144 Feature L2-norm: 78.951578 Learning rate (eta): 0.002203 Total number of feature updates: 1983792 Seconds required for this iteration: 3.020 ***** Epoch #223 ***** Loss: 11654.090336 Improvement ratio: 0.000132 Feature L2-norm: 78.950261 Learning rate (eta): 0.002193 Total number of feature updates: 1992728 Seconds required for this iteration: 3.030 ***** Epoch #224 ***** Loss: 11651.356723 Improvement ratio: 0.000350 Feature L2-norm: 78.949382 Learning rate (eta): 0.002183 Total number of feature updates: 2001664 Seconds required for this iteration: 3.040 ***** Epoch #225 ***** Loss: 11652.610367 Improvement ratio: 0.000132 Feature L2-norm: 78.949213 Learning rate (eta): 0.002174 Total number of feature updates: 2010600 Seconds required for this iteration: 3.020 ***** Epoch #226 ***** Loss: 11653.209492 Improvement ratio: 0.000098 Feature L2-norm: 78.947484 Learning rate (eta): 0.002165 Total number of feature updates: 2019536 Seconds required for this iteration: 3.020 ***** Epoch #227 ***** Loss: 11652.303680 Improvement ratio: 0.000161 Feature L2-norm: 78.946367 Learning rate (eta): 0.002155 Total number of feature updates: 2028472 Seconds required for this iteration: 3.010 ***** Epoch #228 ***** Loss: 11652.920262 Improvement ratio: 0.000208 Feature L2-norm: 78.945287 Learning rate (eta): 0.002146 Total number of feature updates: 2037408 Seconds required for this iteration: 3.020 ***** Epoch #229 ***** Loss: 11652.327638 Improvement ratio: 0.000155 Feature L2-norm: 78.944760 Learning rate (eta): 0.002137 Total number of feature updates: 2046344 Seconds required for this iteration: 3.020 ***** Epoch #230 ***** Loss: 11652.140692 Improvement ratio: 0.000195 Feature L2-norm: 78.943661 Learning rate (eta): 0.002128 Total number of feature updates: 2055280 Seconds required for this iteration: 3.020 ***** Epoch #231 ***** Loss: 11651.623439 Improvement ratio: 0.000173 Feature L2-norm: 78.943693 Learning rate (eta): 0.002119 Total number of feature updates: 2064216 Seconds required for this iteration: 3.020 ***** Epoch #232 ***** Loss: 11651.861866 Improvement ratio: 0.000193 Feature L2-norm: 78.943264 Learning rate (eta): 0.002110 Total number of feature updates: 2073152 Seconds required for this iteration: 3.020 ***** Epoch #233 ***** Loss: 11651.197380 Improvement ratio: 0.000248 Feature L2-norm: 78.941987 Learning rate (eta): 0.002101 Total number of feature updates: 2082088 Seconds required for this iteration: 3.040 ***** Epoch #234 ***** Loss: 11650.963392 Improvement ratio: 0.000034 Feature L2-norm: 78.941869 Learning rate (eta): 0.002092 Total number of feature updates: 2091024 Seconds required for this iteration: 3.050 ***** Epoch #235 ***** Loss: 11650.674086 Improvement ratio: 0.000166 Feature L2-norm: 78.941022 Learning rate (eta): 0.002083 Total number of feature updates: 2099960 Seconds required for this iteration: 3.040 ***** Epoch #236 ***** Loss: 11650.043265 Improvement ratio: 0.000272 Feature L2-norm: 78.940051 Learning rate (eta): 0.002075 Total number of feature updates: 2108896 Seconds required for this iteration: 3.030 ***** Epoch #237 ***** Loss: 11650.699786 Improvement ratio: 0.000138 Feature L2-norm: 78.939404 Learning rate (eta): 0.002066 Total number of feature updates: 2117832 Seconds required for this iteration: 3.020 ***** Epoch #238 ***** Loss: 11649.261974 Improvement ratio: 0.000314 Feature L2-norm: 78.938649 Learning rate (eta): 0.002058 Total number of feature updates: 2126768 Seconds required for this iteration: 3.040 ***** Epoch #239 ***** Loss: 11650.420583 Improvement ratio: 0.000164 Feature L2-norm: 78.938156 Learning rate (eta): 0.002049 Total number of feature updates: 2135704 Seconds required for this iteration: 3.030 ***** Epoch #240 ***** Loss: 11649.041589 Improvement ratio: 0.000266 Feature L2-norm: 78.936774 Learning rate (eta): 0.002041 Total number of feature updates: 2144640 Seconds required for this iteration: 3.040 ***** Epoch #241 ***** Loss: 11649.684912 Improvement ratio: 0.000166 Feature L2-norm: 78.936704 Learning rate (eta): 0.002033 Total number of feature updates: 2153576 Seconds required for this iteration: 3.020 ***** Epoch #242 ***** Loss: 11649.408157 Improvement ratio: 0.000211 Feature L2-norm: 78.934904 Learning rate (eta): 0.002024 Total number of feature updates: 2162512 Seconds required for this iteration: 3.020 ***** Epoch #243 ***** Loss: 11649.309624 Improvement ratio: 0.000162 Feature L2-norm: 78.934281 Learning rate (eta): 0.002016 Total number of feature updates: 2171448 Seconds required for this iteration: 3.020 ***** Epoch #244 ***** Loss: 11648.890344 Improvement ratio: 0.000178 Feature L2-norm: 78.933597 Learning rate (eta): 0.002008 Total number of feature updates: 2180384 Seconds required for this iteration: 3.030 ***** Epoch #245 ***** Loss: 11649.009425 Improvement ratio: 0.000143 Feature L2-norm: 78.933263 Learning rate (eta): 0.002000 Total number of feature updates: 2189320 Seconds required for this iteration: 3.020 ***** Epoch #246 ***** Loss: 11648.914910 Improvement ratio: 0.000097 Feature L2-norm: 78.932755 Learning rate (eta): 0.001992 Total number of feature updates: 2198256 Seconds required for this iteration: 3.020 ***** Epoch #247 ***** Loss: 11648.549643 Improvement ratio: 0.000185 Feature L2-norm: 78.932104 Learning rate (eta): 0.001984 Total number of feature updates: 2207192 Seconds required for this iteration: 3.030 ***** Epoch #248 ***** Loss: 11646.805465 Improvement ratio: 0.000211 Feature L2-norm: 78.932269 Learning rate (eta): 0.001976 Total number of feature updates: 2216128 Seconds required for this iteration: 3.040 ***** Epoch #249 ***** Loss: 11648.373895 Improvement ratio: 0.000176 Feature L2-norm: 78.931238 Learning rate (eta): 0.001969 Total number of feature updates: 2225064 Seconds required for this iteration: 3.020 ***** Epoch #250 ***** Loss: 11648.700176 Improvement ratio: 0.000029 Feature L2-norm: 78.929828 Learning rate (eta): 0.001961 Total number of feature updates: 2234000 Seconds required for this iteration: 3.010 ***** Epoch #251 ***** Loss: 11647.898189 Improvement ratio: 0.000153 Feature L2-norm: 78.928953 Learning rate (eta): 0.001953 Total number of feature updates: 2242936 Seconds required for this iteration: 3.020 ***** Epoch #252 ***** Loss: 11647.368612 Improvement ratio: 0.000175 Feature L2-norm: 78.927646 Learning rate (eta): 0.001946 Total number of feature updates: 2251872 Seconds required for this iteration: 3.010 ***** Epoch #253 ***** Loss: 11647.974944 Improvement ratio: 0.000115 Feature L2-norm: 78.926956 Learning rate (eta): 0.001938 Total number of feature updates: 2260808 Seconds required for this iteration: 3.020 ***** Epoch #254 ***** Loss: 11647.655138 Improvement ratio: 0.000106 Feature L2-norm: 78.926477 Learning rate (eta): 0.001931 Total number of feature updates: 2269744 Seconds required for this iteration: 3.020 ***** Epoch #255 ***** Loss: 11647.236021 Improvement ratio: 0.000152 Feature L2-norm: 78.925579 Learning rate (eta): 0.001923 Total number of feature updates: 2278680 Seconds required for this iteration: 3.010 ***** Epoch #256 ***** Loss: 11646.782473 Improvement ratio: 0.000183 Feature L2-norm: 78.925579 Learning rate (eta): 0.001916 Total number of feature updates: 2287616 Seconds required for this iteration: 3.040 ***** Epoch #257 ***** Loss: 11647.110679 Improvement ratio: 0.000124 Feature L2-norm: 78.924493 Learning rate (eta): 0.001908 Total number of feature updates: 2296552 Seconds required for this iteration: 3.020 ***** Epoch #258 ***** Loss: 11646.580328 Improvement ratio: 0.000019 Feature L2-norm: 78.923547 Learning rate (eta): 0.001901 Total number of feature updates: 2305488 Seconds required for this iteration: 3.040 ***** Epoch #259 ***** Loss: 11646.271596 Improvement ratio: 0.000181 Feature L2-norm: 78.923626 Learning rate (eta): 0.001894 Total number of feature updates: 2314424 Seconds required for this iteration: 3.040 ***** Epoch #260 ***** Loss: 11646.340864 Improvement ratio: 0.000203 Feature L2-norm: 78.923045 Learning rate (eta): 0.001887 Total number of feature updates: 2323360 Seconds required for this iteration: 3.010 ***** Epoch #261 ***** Loss: 11647.097685 Improvement ratio: 0.000069 Feature L2-norm: 78.921655 Learning rate (eta): 0.001880 Total number of feature updates: 2332296 Seconds required for this iteration: 3.010 ***** Epoch #262 ***** Loss: 11645.911929 Improvement ratio: 0.000125 Feature L2-norm: 78.921285 Learning rate (eta): 0.001873 Total number of feature updates: 2341232 Seconds required for this iteration: 3.050 ***** Epoch #263 ***** Loss: 11645.883589 Improvement ratio: 0.000180 Feature L2-norm: 78.920895 Learning rate (eta): 0.001866 Total number of feature updates: 2350168 Seconds required for this iteration: 3.030 ***** Epoch #264 ***** Loss: 11645.593249 Improvement ratio: 0.000177 Feature L2-norm: 78.920136 Learning rate (eta): 0.001859 Total number of feature updates: 2359104 Seconds required for this iteration: 3.050 ***** Epoch #265 ***** Loss: 11645.226128 Improvement ratio: 0.000173 Feature L2-norm: 78.919411 Learning rate (eta): 0.001852 Total number of feature updates: 2368040 Seconds required for this iteration: 3.040 ***** Epoch #266 ***** Loss: 11645.185370 Improvement ratio: 0.000137 Feature L2-norm: 78.918576 Learning rate (eta): 0.001845 Total number of feature updates: 2376976 Seconds required for this iteration: 3.040 ***** Epoch #267 ***** Loss: 11645.555651 Improvement ratio: 0.000134 Feature L2-norm: 78.918098 Learning rate (eta): 0.001838 Total number of feature updates: 2385912 Seconds required for this iteration: 3.020 ***** Epoch #268 ***** Loss: 11645.050685 Improvement ratio: 0.000131 Feature L2-norm: 78.917865 Learning rate (eta): 0.001832 Total number of feature updates: 2394848 Seconds required for this iteration: 3.040 ***** Epoch #269 ***** Loss: 11644.674220 Improvement ratio: 0.000137 Feature L2-norm: 78.917066 Learning rate (eta): 0.001825 Total number of feature updates: 2403784 Seconds required for this iteration: 3.030 ***** Epoch #270 ***** Loss: 11644.698171 Improvement ratio: 0.000141 Feature L2-norm: 78.916642 Learning rate (eta): 0.001818 Total number of feature updates: 2412720 Seconds required for this iteration: 3.020 ***** Epoch #271 ***** Loss: 11644.198574 Improvement ratio: 0.000249 Feature L2-norm: 78.915558 Learning rate (eta): 0.001812 Total number of feature updates: 2421656 Seconds required for this iteration: 3.040 ***** Epoch #272 ***** Loss: 11644.778698 Improvement ratio: 0.000097 Feature L2-norm: 78.914817 Learning rate (eta): 0.001805 Total number of feature updates: 2430592 Seconds required for this iteration: 3.020 ***** Epoch #273 ***** Loss: 11644.699202 Improvement ratio: 0.000102 Feature L2-norm: 78.914145 Learning rate (eta): 0.001799 Total number of feature updates: 2439528 Seconds required for this iteration: 3.020 ***** Epoch #274 ***** Loss: 11643.501862 Improvement ratio: 0.000180 Feature L2-norm: 78.913397 Learning rate (eta): 0.001792 Total number of feature updates: 2448464 Seconds required for this iteration: 3.040 ***** Epoch #275 ***** Loss: 11644.247433 Improvement ratio: 0.000084 Feature L2-norm: 78.912808 Learning rate (eta): 0.001786 Total number of feature updates: 2457400 Seconds required for this iteration: 3.020 ***** Epoch #276 ***** Loss: 11643.439444 Improvement ratio: 0.000150 Feature L2-norm: 78.911905 Learning rate (eta): 0.001779 Total number of feature updates: 2466336 Seconds required for this iteration: 3.040 ***** Epoch #277 ***** Loss: 11644.926850 Improvement ratio: 0.000054 Feature L2-norm: 78.911462 Learning rate (eta): 0.001773 Total number of feature updates: 2475272 Seconds required for this iteration: 3.010 ***** Epoch #278 ***** Loss: 11644.039858 Improvement ratio: 0.000087 Feature L2-norm: 78.911381 Learning rate (eta): 0.001767 Total number of feature updates: 2484208 Seconds required for this iteration: 3.020 ***** Epoch #279 ***** Loss: 11643.634925 Improvement ratio: 0.000089 Feature L2-norm: 78.910810 Learning rate (eta): 0.001761 Total number of feature updates: 2493144 Seconds required for this iteration: 3.020 ***** Epoch #280 ***** Loss: 11643.335255 Improvement ratio: 0.000117 Feature L2-norm: 78.910347 Learning rate (eta): 0.001754 Total number of feature updates: 2502080 Seconds required for this iteration: 3.040 ***** Epoch #281 ***** Loss: 11642.634573 Improvement ratio: 0.000134 Feature L2-norm: 78.909850 Learning rate (eta): 0.001748 Total number of feature updates: 2511016 Seconds required for this iteration: 3.030 ***** Epoch #282 ***** Loss: 11643.100760 Improvement ratio: 0.000144 Feature L2-norm: 78.909298 Learning rate (eta): 0.001742 Total number of feature updates: 2519952 Seconds required for this iteration: 3.030 ***** Epoch #283 ***** Loss: 11643.252963 Improvement ratio: 0.000124 Feature L2-norm: 78.908130 Learning rate (eta): 0.001736 Total number of feature updates: 2528888 Seconds required for this iteration: 3.020 ***** Epoch #284 ***** Loss: 11642.863504 Improvement ratio: 0.000055 Feature L2-norm: 78.907746 Learning rate (eta): 0.001730 Total number of feature updates: 2537824 Seconds required for this iteration: 3.010 ***** Epoch #285 ***** Loss: 11641.961769 Improvement ratio: 0.000196 Feature L2-norm: 78.906418 Learning rate (eta): 0.001724 Total number of feature updates: 2546760 Seconds required for this iteration: 3.030 ***** Epoch #286 ***** Loss: 11642.908649 Improvement ratio: 0.000046 Feature L2-norm: 78.906691 Learning rate (eta): 0.001718 Total number of feature updates: 2555696 Seconds required for this iteration: 3.020 ***** Epoch #287 ***** Loss: 11642.731845 Improvement ratio: 0.000189 Feature L2-norm: 78.906146 Learning rate (eta): 0.001712 Total number of feature updates: 2564632 Seconds required for this iteration: 3.020 ***** Epoch #288 ***** Loss: 11642.542722 Improvement ratio: 0.000129 Feature L2-norm: 78.904876 Learning rate (eta): 0.001706 Total number of feature updates: 2573568 Seconds required for this iteration: 3.020 ***** Epoch #289 ***** Loss: 11642.311119 Improvement ratio: 0.000114 Feature L2-norm: 78.905077 Learning rate (eta): 0.001701 Total number of feature updates: 2582504 Seconds required for this iteration: 3.020 ***** Epoch #290 ***** Loss: 11642.179231 Improvement ratio: 0.000099 Feature L2-norm: 78.904703 Learning rate (eta): 0.001695 Total number of feature updates: 2591440 Seconds required for this iteration: 3.020 ***** Epoch #291 ***** Loss: 11642.051995 Improvement ratio: 0.000050 Feature L2-norm: 78.904158 Learning rate (eta): 0.001689 Total number of feature updates: 2600376 Seconds required for this iteration: 3.020 ***** Epoch #292 ***** Loss: 11642.729467 Improvement ratio: 0.000032 Feature L2-norm: 78.903514 Learning rate (eta): 0.001684 Total number of feature updates: 2609312 Seconds required for this iteration: 3.020 ***** Epoch #293 ***** Loss: 11641.271684 Improvement ratio: 0.000170 Feature L2-norm: 78.902579 Learning rate (eta): 0.001678 Total number of feature updates: 2618248 Seconds required for this iteration: 3.030 ***** Epoch #294 ***** Loss: 11640.994253 Improvement ratio: 0.000161 Feature L2-norm: 78.902444 Learning rate (eta): 0.001672 Total number of feature updates: 2627184 Seconds required for this iteration: 3.040 ***** Epoch #295 ***** Loss: 11640.846820 Improvement ratio: 0.000096 Feature L2-norm: 78.902404 Learning rate (eta): 0.001667 Total number of feature updates: 2636120 Seconds required for this iteration: 3.040 ***** Epoch #296 ***** Loss: 11641.602683 Improvement ratio: 0.000112 Feature L2-norm: 78.900962 Learning rate (eta): 0.001661 Total number of feature updates: 2645056 Seconds required for this iteration: 3.030 ***** Epoch #297 ***** Loss: 11641.353569 Improvement ratio: 0.000118 Feature L2-norm: 78.900321 Learning rate (eta): 0.001656 Total number of feature updates: 2653992 Seconds required for this iteration: 3.020 ***** Epoch #298 ***** Loss: 11641.315546 Improvement ratio: 0.000105 Feature L2-norm: 78.899877 Learning rate (eta): 0.001650 Total number of feature updates: 2662928 Seconds required for this iteration: 3.020 ***** Epoch #299 ***** Loss: 11641.336508 Improvement ratio: 0.000084 Feature L2-norm: 78.899556 Learning rate (eta): 0.001645 Total number of feature updates: 2671864 Seconds required for this iteration: 3.030 ***** Epoch #300 ***** Loss: 11640.829832 Improvement ratio: 0.000116 Feature L2-norm: 78.899451 Learning rate (eta): 0.001639 Total number of feature updates: 2680800 Seconds required for this iteration: 3.040 ***** Epoch #301 ***** Loss: 11640.426284 Improvement ratio: 0.000140 Feature L2-norm: 78.898832 Learning rate (eta): 0.001634 Total number of feature updates: 2689736 Seconds required for this iteration: 3.030 ***** Epoch #302 ***** Loss: 11639.143338 Improvement ratio: 0.000308 Feature L2-norm: 78.898338 Learning rate (eta): 0.001629 Total number of feature updates: 2698672 Seconds required for this iteration: 3.040 ***** Epoch #303 ***** Loss: 11640.590205 Improvement ratio: 0.000059 Feature L2-norm: 78.897953 Learning rate (eta): 0.001623 Total number of feature updates: 2707608 Seconds required for this iteration: 3.020 ***** Epoch #304 ***** Loss: 11640.325662 Improvement ratio: 0.000057 Feature L2-norm: 78.897374 Learning rate (eta): 0.001618 Total number of feature updates: 2716544 Seconds required for this iteration: 3.020 ***** Epoch #305 ***** Loss: 11640.692088 Improvement ratio: 0.000013 Feature L2-norm: 78.896556 Learning rate (eta): 0.001613 Total number of feature updates: 2725480 Seconds required for this iteration: 3.020 ***** Epoch #306 ***** Loss: 11640.649086 Improvement ratio: 0.000082 Feature L2-norm: 78.895974 Learning rate (eta): 0.001608 Total number of feature updates: 2734416 Seconds required for this iteration: 3.020 ***** Epoch #307 ***** Loss: 11640.067160 Improvement ratio: 0.000111 Feature L2-norm: 78.895222 Learning rate (eta): 0.001603 Total number of feature updates: 2743352 Seconds required for this iteration: 3.020 ***** Epoch #308 ***** Loss: 11640.411980 Improvement ratio: 0.000078 Feature L2-norm: 78.894827 Learning rate (eta): 0.001597 Total number of feature updates: 2752288 Seconds required for this iteration: 3.030 ***** Epoch #309 ***** Loss: 11640.274320 Improvement ratio: 0.000091 Feature L2-norm: 78.894343 Learning rate (eta): 0.001592 Total number of feature updates: 2761224 Seconds required for this iteration: 3.020 ***** Epoch #310 ***** Loss: 11639.853421 Improvement ratio: 0.000084 Feature L2-norm: 78.893809 Learning rate (eta): 0.001587 Total number of feature updates: 2770160 Seconds required for this iteration: 3.010 ***** Epoch #311 ***** Loss: 11639.608173 Improvement ratio: 0.000070 Feature L2-norm: 78.893212 Learning rate (eta): 0.001582 Total number of feature updates: 2779096 Seconds required for this iteration: 3.030 ***** Epoch #312 ***** Loss: 11638.390537 Improvement ratio: 0.000065 Feature L2-norm: 78.892795 Learning rate (eta): 0.001577 Total number of feature updates: 2788032 Seconds required for this iteration: 3.030 ***** Epoch #313 ***** Loss: 11639.552843 Improvement ratio: 0.000089 Feature L2-norm: 78.892981 Learning rate (eta): 0.001572 Total number of feature updates: 2796968 Seconds required for this iteration: 3.020 ***** Epoch #314 ***** Loss: 11638.864214 Improvement ratio: 0.000126 Feature L2-norm: 78.892731 Learning rate (eta): 0.001567 Total number of feature updates: 2805904 Seconds required for this iteration: 3.020 ***** Epoch #315 ***** Loss: 11639.643549 Improvement ratio: 0.000090 Feature L2-norm: 78.892170 Learning rate (eta): 0.001563 Total number of feature updates: 2814840 Seconds required for this iteration: 3.020 ***** Epoch #316 ***** Loss: 11638.350160 Improvement ratio: 0.000198 Feature L2-norm: 78.891538 Learning rate (eta): 0.001558 Total number of feature updates: 2823776 Seconds required for this iteration: 3.050 ***** Epoch #317 ***** Loss: 11639.507277 Improvement ratio: 0.000048 Feature L2-norm: 78.890858 Learning rate (eta): 0.001553 Total number of feature updates: 2832712 Seconds required for this iteration: 3.020 ***** Epoch #318 ***** Loss: 11638.409481 Improvement ratio: 0.000172 Feature L2-norm: 78.890647 Learning rate (eta): 0.001548 Total number of feature updates: 2841648 Seconds required for this iteration: 3.010 ***** Epoch #319 ***** Loss: 11638.682028 Improvement ratio: 0.000137 Feature L2-norm: 78.889965 Learning rate (eta): 0.001543 Total number of feature updates: 2850584 Seconds required for this iteration: 3.010 ***** Epoch #320 ***** Loss: 11638.443217 Improvement ratio: 0.000121 Feature L2-norm: 78.889567 Learning rate (eta): 0.001538 Total number of feature updates: 2859520 Seconds required for this iteration: 3.020 ***** Epoch #321 ***** Loss: 11638.820284 Improvement ratio: 0.000068 Feature L2-norm: 78.889029 Learning rate (eta): 0.001534 Total number of feature updates: 2868456 Seconds required for this iteration: 3.020 ***** Epoch #322 ***** Loss: 11638.325162 Improvement ratio: 0.000006 Feature L2-norm: 78.888866 Learning rate (eta): 0.001529 Total number of feature updates: 2877392 Seconds required for this iteration: 3.040 ***** Epoch #323 ***** Loss: 11638.479748 Improvement ratio: 0.000092 Feature L2-norm: 78.888436 Learning rate (eta): 0.001524 Total number of feature updates: 2886328 Seconds required for this iteration: 3.020 ***** Epoch #324 ***** Loss: 11638.265794 Improvement ratio: 0.000051 Feature L2-norm: 78.887546 Learning rate (eta): 0.001520 Total number of feature updates: 2895264 Seconds required for this iteration: 3.040 ***** Epoch #325 ***** Loss: 11638.363727 Improvement ratio: 0.000110 Feature L2-norm: 78.886706 Learning rate (eta): 0.001515 Total number of feature updates: 2904200 Seconds required for this iteration: 3.020 ***** Epoch #326 ***** Loss: 11637.736981 Improvement ratio: 0.000053 Feature L2-norm: 78.886665 Learning rate (eta): 0.001511 Total number of feature updates: 2913136 Seconds required for this iteration: 3.020 ***** Epoch #327 ***** Loss: 11638.175811 Improvement ratio: 0.000114 Feature L2-norm: 78.886283 Learning rate (eta): 0.001506 Total number of feature updates: 2922072 Seconds required for this iteration: 3.020 ***** Epoch #328 ***** Loss: 11637.017898 Improvement ratio: 0.000120 Feature L2-norm: 78.886241 Learning rate (eta): 0.001502 Total number of feature updates: 2931008 Seconds required for this iteration: 3.040 ***** Epoch #329 ***** Loss: 11638.028231 Improvement ratio: 0.000056 Feature L2-norm: 78.885667 Learning rate (eta): 0.001497 Total number of feature updates: 2939944 Seconds required for this iteration: 3.020 ***** Epoch #330 ***** Loss: 11637.252863 Improvement ratio: 0.000102 Feature L2-norm: 78.885231 Learning rate (eta): 0.001493 Total number of feature updates: 2948880 Seconds required for this iteration: 3.030 ***** Epoch #331 ***** Loss: 11637.467287 Improvement ratio: 0.000116 Feature L2-norm: 78.884774 Learning rate (eta): 0.001488 Total number of feature updates: 2957816 Seconds required for this iteration: 3.030 ***** Epoch #332 ***** Loss: 11637.124527 Improvement ratio: 0.000103 Feature L2-norm: 78.884605 Learning rate (eta): 0.001484 Total number of feature updates: 2966752 Seconds required for this iteration: 3.020 ***** Epoch #333 ***** Loss: 11636.739656 Improvement ratio: 0.000150 Feature L2-norm: 78.884292 Learning rate (eta): 0.001479 Total number of feature updates: 2975688 Seconds required for this iteration: 3.040 ***** Epoch #334 ***** Loss: 11637.867301 Improvement ratio: 0.000034 Feature L2-norm: 78.883557 Learning rate (eta): 0.001475 Total number of feature updates: 2984624 Seconds required for this iteration: 3.020 ***** Epoch #335 ***** Loss: 11636.323810 Improvement ratio: 0.000175 Feature L2-norm: 78.883590 Learning rate (eta): 0.001471 Total number of feature updates: 2993560 Seconds required for this iteration: 3.030 ***** Epoch #336 ***** Loss: 11636.238344 Improvement ratio: 0.000129 Feature L2-norm: 78.882715 Learning rate (eta): 0.001466 Total number of feature updates: 3002496 Seconds required for this iteration: 3.040 ***** Epoch #337 ***** Loss: 11637.041545 Improvement ratio: 0.000097 Feature L2-norm: 78.881957 Learning rate (eta): 0.001462 Total number of feature updates: 3011432 Seconds required for this iteration: 3.010 ***** Epoch #338 ***** Loss: 11636.870521 Improvement ratio: 0.000013 Feature L2-norm: 78.881586 Learning rate (eta): 0.001458 Total number of feature updates: 3020368 Seconds required for this iteration: 3.020 ***** Epoch #339 ***** Loss: 11636.663123 Improvement ratio: 0.000117 Feature L2-norm: 78.881236 Learning rate (eta): 0.001453 Total number of feature updates: 3029304 Seconds required for this iteration: 3.030 ***** Epoch #340 ***** Loss: 11636.640750 Improvement ratio: 0.000053 Feature L2-norm: 78.880933 Learning rate (eta): 0.001449 Total number of feature updates: 3038240 Seconds required for this iteration: 3.030 ***** Epoch #341 ***** Loss: 11636.392316 Improvement ratio: 0.000092 Feature L2-norm: 78.880107 Learning rate (eta): 0.001445 Total number of feature updates: 3047176 Seconds required for this iteration: 3.020 ***** Epoch #342 ***** Loss: 11636.291804 Improvement ratio: 0.000072 Feature L2-norm: 78.879517 Learning rate (eta): 0.001441 Total number of feature updates: 3056112 Seconds required for this iteration: 3.020 ***** Epoch #343 ***** Loss: 11636.229556 Improvement ratio: 0.000044 Feature L2-norm: 78.879371 Learning rate (eta): 0.001437 Total number of feature updates: 3065048 Seconds required for this iteration: 3.030 ***** Epoch #344 ***** Loss: 11635.887677 Improvement ratio: 0.000170 Feature L2-norm: 78.878621 Learning rate (eta): 0.001433 Total number of feature updates: 3073984 Seconds required for this iteration: 3.040 ***** Epoch #345 ***** Loss: 11636.483664 Improvement ratio: -0.000014 Feature L2-norm: 78.878796 Learning rate (eta): 0.001429 Total number of feature updates: 3082920 Seconds required for this iteration: 3.020 SGD terminated with the stopping criteria Loss: 11635.887677 Total seconds required for training: 1052.130 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: 2.200 End time of the training: 2011-07-01T06:32:55Z