[cnn] random seed: 123456789
[cnn] allocating memory: 512MB
[cnn] memory allocation done.
Using external embedding: ../../structured_ngram.vectors
Preparing vocab
Finished collecting vocab
Initializing blstm arc hybrid:
Load external embedding. Vector dimensions 50
Starting epoch 0
Processing sentence number: 100 Loss: 0.851550406673 Errors: 0.389148191365 Labeled Errors: 0.389148191365 Time 2.59487509727
Processing sentence number: 200 Loss: 1.18205350084 Errors: 0.399393326593 Labeled Errors: 0.399393326593 Time 1.59803891182
Processing sentence number: 300 Loss: 0.662902204217 Errors: 0.355480116392 Labeled Errors: 0.355480116392 Time 1.73724389076
Processing sentence number: 400 Loss: 0.518862132715 Errors: 0.299137104506 Labeled Errors: 0.299137104506 Time 1.68243098259
Processing sentence number: 500 Loss: 0.332834401077 Errors: 0.221285563751 Labeled Errors: 0.221285563751 Time 1.54652905464
Processing sentence number: 600 Loss: 0.260341268562 Errors: 0.191035218783 Labeled Errors: 0.191035218783 Time 1.40847301483
Processing sentence number: 700 Loss: 0.240624696155 Errors: 0.170618556701 Labeled Errors: 0.170618556701 Time 1.4593911171
Processing sentence number: 800 Loss: 0.231617574322 Errors: 0.148621041879 Labeled Errors: 0.148621041879 Time 1.49653506279
Processing sentence number: 900 Loss: 0.219165689038 Errors: 0.148016276704 Labeled Errors: 0.148016276704 Time 1.43765902519
Processing sentence number: 1000 Loss: 0.219447860311 Errors: 0.157444668008 Labeled Errors: 0.157444668008 Time 1.42136883736
Processing sentence number: 1100 Loss: 0.218488714217 Errors: 0.146802325581 Labeled Errors: 0.146802325581 Time 1.50987195969
Processing sentence number: 1200 Loss: 0.194264376201 Errors: 0.118530020704 Labeled Errors: 0.118530020704 Time 1.3722140789
Processing sentence number: 1300 Loss: 0.211366445859 Errors: 0.142211055276 Labeled Errors: 0.142211055276 Time 1.4825091362
Processing sentence number: 1400 Loss: 0.187692841498 Errors: 0.112462006079 Labeled Errors: 0.112462006079 Time 2.16064500809
Processing sentence number: 1500 Loss: 0.187019181969 Errors: 0.125246548323 Labeled Errors: 0.125246548323 Time 1.41453194618
Processing sentence number: 1600 Loss: 0.194406244331 Errors: 0.125574977001 Labeled Errors: 0.125574977001 Time 1.5630428791
Processing sentence number: 1700 Loss: 0.169045243308 Errors: 0.109071274298 Labeled Errors: 0.109071274298 Time 1.33987808228
Processing sentence number: 1800 Loss: 0.166070030153 Errors: 0.114432989691 Labeled Errors: 0.114432989691 Time 1.29712104797
Processing sentence number: 1900 Loss: 0.164407636209 Errors: 0.116489361702 Labeled Errors: 0.116489361702 Time 1.40016698837
Processing sentence number: 2000 Loss: 0.14515631636 Errors: 0.098369011213 Labeled Errors: 0.098369011213 Time 1.3734588623
Processing sentence number: 2100 Loss: 0.165476521735 Errors: 0.100101626016 Labeled Errors: 0.100101626016 Time 1.36476802826
Processing sentence number: 2200 Loss: 0.167121016877 Errors: 0.114190687361 Labeled Errors: 0.114190687361 Time 1.26497292519
Processing sentence number: 2300 Loss: 0.144482370529 Errors: 0.10447761194 Labeled Errors: 0.10447761194 Time 1.40155720711
Processing sentence number: 2400 Loss: 0.128658694453 Errors: 0.0954692556634 Labeled Errors: 0.0954692556634 Time 1.22952008247
Processing sentence number: 2500 Loss: 0.151219080827 Errors: 0.101338432122 Labeled Errors: 0.101338432122 Time 1.4908862114
Processing sentence number: 2600 Loss: 0.138247684943 Errors: 0.081995412844 Labeled Errors: 0.081995412844 Time 1.18841695786
Processing sentence number: 2700 Loss: 0.137797500885 Errors: 0.101642710472 Labeled Errors: 0.101642710472 Time 1.42727303505
Processing sentence number: 2800 Loss: 0.141814056574 Errors: 0.101882613511 Labeled Errors: 0.101882613511 Time 1.23551702499
Processing sentence number: 2900 Loss: 0.117000595082 Errors: 0.0837028824834 Labeled Errors: 0.0837028824834 Time 1.12624907494
Processing sentence number: 3000 Loss: 0.150760914878 Errors: 0.101642710472 Labeled Errors: 0.101642710472 Time 1.25479507446
Processing sentence number: 3100 Loss: 0.127363226981 Errors: 0.110731707317 Labeled Errors: 0.110731707317 Time 1.43359017372
Processing sentence number: 3200 Loss: 0.108950122264 Errors: 0.0718884120172 Labeled Errors: 0.0718884120172 Time 1.20851993561
Processing sentence number: 3300 Loss: 0.124777060805 Errors: 0.0819935691318 Labeled Errors: 0.0819935691318 Time 1.25082993507
Processing sentence number: 3400 Loss: 0.124037095151 Errors: 0.082183908046 Labeled Errors: 0.082183908046 Time 1.20634198189
Processing sentence number: 3500 Loss: 0.120719557857 Errors: 0.0823714585519 Labeled Errors: 0.0823714585519 Time 1.24519014359
Processing sentence number: 3600 Loss: 0.100099703915 Errors: 0.0717647058824 Labeled Errors: 0.0717647058824 Time 1.07985806465
Processing sentence number: 3700 Loss: 0.119453423892 Errors: 0.0835995740149 Labeled Errors: 0.0835995740149 Time 1.30825090408
Processing sentence number: 3800 Loss: 0.135876945103 Errors: 0.0893518518519 Labeled Errors: 0.0893518518519 Time 1.50226092339
Processing sentence number: 3900 Loss: 0.121209288881 Errors: 0.0832497492477 Labeled Errors: 0.0832497492477 Time 1.31914877892
Processing sentence number: 4000 Loss: 0.105120202181 Errors: 0.0816532258065 Labeled Errors: 0.0816532258065 Time 1.41445207596
Processing sentence number: 4100 Loss: 0.143600037593 Errors: 0.0888778550149 Labeled Errors: 0.0888778550149 Time 1.38771605492
Processing sentence number: 4200 Loss: 0.125475437533 Errors: 0.0861553784861 Labeled Errors: 0.0861553784861 Time 1.32966113091
Processing sentence number: 4300 Loss: 0.124975271936 Errors: 0.0937172774869 Labeled Errors: 0.0937172774869 Time 1.26068401337
Processing sentence number: 4400 Loss: 0.115497838735 Errors: 0.0813424345848 Labeled Errors: 0.0813424345848 Time 1.24623894691
Processing sentence number: 4500 Loss: 0.0967861759855 Errors: 0.07275390625 Labeled Errors: 0.07275390625 Time 1.27073478699
Processing sentence number: 4600 Loss: 0.116269895863 Errors: 0.0758620689655 Labeled Errors: 0.0758620689655 Time 1.22320508957
Loss:  4.14225402984
Finished predicting dev
Use of uninitialized value in subtraction (-) at src/utils/eval.pl line 953, <SYS> line 2181.
Use of uninitialized value in multiplication (*) at src/utils/eval.pl line 953, <SYS> line 2181.
Use of uninitialized value in subtraction (-) at src/utils/eval.pl line 977, <SYS> line 2181.
Use of uninitialized value in multiplication (*) at src/utils/eval.pl line 977, <SYS> line 2181.
Use of uninitialized value in multiplication (*) at src/utils/eval.pl line 1022, <SYS> line 2181.
Use of uninitialized value $counts{"err_both"} in multiplication (*) at src/utils/eval.pl line 1022, <SYS> line 2181.
Use of uninitialized value in printf at src/utils/eval.pl line 1022, <SYS> line 2181.
Use of uninitialized value in printf at src/utils/eval.pl line 1022, <SYS> line 2181.
Use of uninitialized value in printf at src/utils/eval.pl line 1371, <SYS> line 2181.
Use of uninitialized value in printf at src/utils/eval.pl line 1380, <SYS> line 2181.
Use of uninitialized value in printf at src/utils/eval.pl line 1389, <SYS> line 2181.
Starting epoch 1
Processing sentence number: 100 Loss: 0.101865943996 Errors: 0.065543071161 Labeled Errors: 0.065543071161 Time 1.77597212791
Processing sentence number: 200 Loss: 0.109194916156 Errors: 0.0809968847352 Labeled Errors: 0.0809968847352 Time 1.35270285606
Processing sentence number: 300 Loss: 0.0951641276882 Errors: 0.0637837837838 Labeled Errors: 0.0637837837838 Time 1.19293498993
Processing sentence number: 400 Loss: 0.088665003684 Errors: 0.0708737864078 Labeled Errors: 0.0708737864078 Time 1.42966413498
Processing sentence number: 500 Loss: 0.0913735971808 Errors: 0.0666074600355 Labeled Errors: 0.0666074600355 Time 1.52349209785
Processing sentence number: 600 Loss: 0.0694616941661 Errors: 0.04 Labeled Errors: 0.04 Time 1.34242987633
Processing sentence number: 700 Loss: 0.0988351550266 Errors: 0.0601145038168 Labeled Errors: 0.0601145038168 Time 1.37220907211
Processing sentence number: 800 Loss: 0.0898044345745 Errors: 0.0682291666667 Labeled Errors: 0.0682291666667 Time 1.1484849453
Processing sentence number: 900 Loss: 0.0823109155653 Errors: 0.0551823416507 Labeled Errors: 0.0551823416507 Time 1.47574496269
Processing sentence number: 1000 Loss: 0.113412197061 Errors: 0.0719557195572 Labeled Errors: 0.0719557195572 Time 1.44153499603
Processing sentence number: 1100 Loss: 0.0715972541182 Errors: 0.0564334085779 Labeled Errors: 0.0564334085779 Time 1.14321208
Processing sentence number: 1200 Loss: 0.0784809284235 Errors: 0.0563781321185 Labeled Errors: 0.0563781321185 Time 1.18447399139
Processing sentence number: 1300 Loss: 0.0913164327484 Errors: 0.0575581395349 Labeled Errors: 0.0575581395349 Time 1.02470803261
Processing sentence number: 1400 Loss: 0.105250605765 Errors: 0.0758064516129 Labeled Errors: 0.0758064516129 Time 2.09325385094
Processing sentence number: 1500 Loss: 0.109674939569 Errors: 0.075831702544 Labeled Errors: 0.075831702544 Time 1.38567996025
Processing sentence number: 1600 Loss: 0.103803303391 Errors: 0.0823798627002 Labeled Errors: 0.0823798627002 Time 1.12313008308
Processing sentence number: 1700 Loss: 0.113495088381 Errors: 0.0700564971751 Labeled Errors: 0.0700564971751 Time 1.16133499146
Processing sentence number: 1800 Loss: 0.0982635336433 Errors: 0.066882416397 Labeled Errors: 0.066882416397 Time 1.21367192268
Processing sentence number: 1900 Loss: 0.0861975561033 Errors: 0.0503751339764 Labeled Errors: 0.0503751339764 Time 1.1839761734
Processing sentence number: 2000 Loss: 0.0922298035154 Errors: 0.0494623655914 Labeled Errors: 0.0494623655914 Time 1.17231011391
Processing sentence number: 2100 Loss: 0.0937453281362 Errors: 0.0770408163265 Labeled Errors: 0.0770408163265 Time 1.42904996872
Processing sentence number: 2200 Loss: 0.0922233438557 Errors: 0.0704918032787 Labeled Errors: 0.0704918032787 Time 1.1476418972
Processing sentence number: 2300 Loss: 0.0873620829927 Errors: 0.0555555555556 Labeled Errors: 0.0555555555556 Time 1.18437600136
Processing sentence number: 2400 Loss: 0.0840445236857 Errors: 0.0608604407135 Labeled Errors: 0.0608604407135 Time 1.15916705132
Processing sentence number: 2500 Loss: 0.0953231379863 Errors: 0.0603813559322 Labeled Errors: 0.0603813559322 Time 1.27403211594
Processing sentence number: 2600 Loss: 0.083472188159 Errors: 0.0584415584416 Labeled Errors: 0.0584415584416 Time 1.25277400017
Processing sentence number: 2700 Loss: 0.103539046051 Errors: 0.0674373795761 Labeled Errors: 0.0674373795761 Time 1.22285985947
Processing sentence number: 2800 Loss: 0.0826972595076 Errors: 0.0664146868251 Labeled Errors: 0.0664146868251 Time 1.25734686852
Processing sentence number: 2900 Loss: 0.0836740937622 Errors: 0.0566844919786 Labeled Errors: 0.0566844919786 Time 1.18898320198
Processing sentence number: 3000 Loss: 0.0865039601922 Errors: 0.0595009596929 Labeled Errors: 0.0595009596929 Time 1.44180893898
Processing sentence number: 3100 Loss: 0.0796651453644 Errors: 0.0406911928651 Labeled Errors: 0.0406911928651 Time 1.17288398743
Processing sentence number: 3200 Loss: 0.0874239042037 Errors: 0.0610902255639 Labeled Errors: 0.0610902255639 Time 1.34037518501
Processing sentence number: 3300 Loss: 0.110692838304 Errors: 0.0738916256158 Labeled Errors: 0.0738916256158 Time 1.23500490189
Processing sentence number: 3400 Loss: 0.0909212438802 Errors: 0.055900621118 Labeled Errors: 0.055900621118 Time 1.28796696663
Processing sentence number: 3500 Loss: 0.0923264179528 Errors: 0.068255687974 Labeled Errors: 0.068255687974 Time 1.17786312103
Processing sentence number: 3600 Loss: 0.101725726299 Errors: 0.0728709394205 Labeled Errors: 0.0728709394205 Time 1.57871794701
Processing sentence number: 3700 Loss: 0.0818926314918 Errors: 0.0561224489796 Labeled Errors: 0.0561224489796 Time 1.24511313438
Processing sentence number: 3800 Loss: 0.0816826335444 Errors: 0.0495689655172 Labeled Errors: 0.0495689655172 Time 1.13541698456
Processing sentence number: 3900 Loss: 0.0869625675953 Errors: 0.0570801317234 Labeled Errors: 0.0570801317234 Time 1.28024196625
Processing sentence number: 4000 Loss: 0.0903275212146 Errors: 0.0695364238411 Labeled Errors: 0.0695364238411 Time 1.13631701469
Processing sentence number: 4100 Loss: 0.0702713638514 Errors: 0.0593047034765 Labeled Errors: 0.0593047034765 Time 1.1358730793
Processing sentence number: 4200 Loss: 0.0846384462856 Errors: 0.0507936507937 Labeled Errors: 0.0507936507937 Time 2.00425601006
Processing sentence number: 4300 Loss: 0.0801048960686 Errors: 0.055 Labeled Errors: 0.055 Time 1.14039802551
Processing sentence number: 4400 Loss: 0.0920255684328 Errors: 0.0683937823834 Labeled Errors: 0.0683937823834 Time 1.37909889221
Processing sentence number: 4500 Loss: 0.0859826702161 Errors: 0.0552575107296 Labeled Errors: 0.0552575107296 Time 1.18003702164
Processing sentence number: 4600 Loss: 0.100156750822 Errors: 0.0615212527964 Labeled Errors: 0.0615212527964 Time 1.13118886948
Loss:  1.76410834047
Finished predicting dev
Use of uninitialized value in subtraction (-) at src/utils/eval.pl line 953, <SYS> line 2181.
Use of uninitialized value in multiplication (*) at src/utils/eval.pl line 953, <SYS> line 2181.
Use of uninitialized value in subtraction (-) at src/utils/eval.pl line 977, <SYS> line 2181.
Use of uninitialized value in multiplication (*) at src/utils/eval.pl line 977, <SYS> line 2181.
Use of uninitialized value in multiplication (*) at src/utils/eval.pl line 1022, <SYS> line 2181.
Use of uninitialized value $counts{"err_both"} in multiplication (*) at src/utils/eval.pl line 1022, <SYS> line 2181.
Use of uninitialized value in printf at src/utils/eval.pl line 1022, <SYS> line 2181.
Use of uninitialized value in printf at src/utils/eval.pl line 1022, <SYS> line 2181.
Use of uninitialized value in printf at src/utils/eval.pl line 1371, <SYS> line 2181.
Use of uninitialized value in printf at src/utils/eval.pl line 1380, <SYS> line 2181.
Use of uninitialized value in printf at src/utils/eval.pl line 1389, <SYS> line 2181.
Use of uninitialized value in printf at src/utils/eval.pl line 1389, <SYS> line 2181.
Use of uninitialized value in printf at src/utils/eval.pl line 1389, <SYS> line 2181.
Starting epoch 2