Initializing SPEC simulation from simu...
Reading input from inputdata/training.40-06.100...200 sentences, 10 words.
Simulation switches: -train -nochain -stacknouns -noincludeall
System initialization complete.
Epoch 1 errors:  0.119530 0.109841 0.189204 0.039112
Epoch 2 errors:  0.106743 0.080916 0.159821 0.026024
Epoch 3 errors:  0.099503 0.074924 0.130029 0.021575
Epoch 4 errors:  0.093116 0.067370 0.104950 0.019594
Epoch 5 errors:  0.088954 0.061508 0.092072 0.018555
Epoch 6 errors:  0.085684 0.057997 0.086465 0.018159
Epoch 7 errors:  0.082703 0.054073 0.080215 0.018029
Epoch 8 errors:  0.080529 0.051865 0.075518 0.017425
Epoch 9 errors:  0.078868 0.050102 0.072858 0.015533
Epoch 10 errors:  0.076996 0.048925 0.071219 0.016201
Epoch 11 errors:  0.075837 0.047724 0.068836 0.015854
Epoch 12 errors:  0.074581 0.046018 0.066537 0.015192
Epoch 13 errors:  0.072242 0.045572 0.065951 0.015438
Epoch 14 errors:  0.071152 0.044254 0.063256 0.014709
Epoch 15 errors:  0.070624 0.043129 0.060701 0.014615
Epoch 16 errors:  0.068506 0.042158 0.059002 0.014726
Epoch 17 errors:  0.067990 0.041584 0.056460 0.014295
Epoch 18 errors:  0.067124 0.041217 0.054932 0.014205
Epoch 19 errors:  0.065826 0.040318 0.052918 0.012989
Epoch 20 errors:  0.064892 0.039746 0.050515 0.013457
Epoch 21 errors:  0.063717 0.040101 0.050148 0.013521
Epoch 22 errors:  0.063075 0.038492 0.047135 0.012970
Epoch 23 errors:  0.062830 0.038395 0.045703 0.012804
Epoch 24 errors:  0.062687 0.037700 0.042789 0.012966
Epoch 25 errors:  0.061405 0.037152 0.039857 0.013340
Epoch 26 errors:  0.060620 0.036752 0.036928 0.012276
Epoch 27 errors:  0.060002 0.036607 0.038053 0.013395
Epoch 28 errors:  0.059995 0.035497 0.033700 0.011877
Epoch 29 errors:  0.058693 0.034351 0.031485 0.011144
Epoch 30 errors:  0.058200 0.034008 0.028650 0.012279
Epoch 31 errors:  0.058370 0.034043 0.027625 0.012006
Epoch 32 errors:  0.057257 0.032847 0.024307 0.011617
Epoch 33 errors:  0.056687 0.032316 0.021930 0.012605
Epoch 34 errors:  0.056419 0.031275 0.020089 0.011788
Epoch 35 errors:  0.055045 0.030833 0.017887 0.010991
Epoch 36 errors:  0.055261 0.030522 0.017643 0.010964
Epoch 37 errors:  0.054384 0.029432 0.015708 0.011073
Epoch 38 errors:  0.053930 0.029068 0.014392 0.010943
Epoch 39 errors:  0.053869 0.029145 0.014230 0.012589
Epoch 40 errors:  0.052589 0.028765 0.012772 0.011208
Epoch 41 errors:  0.052268 0.027844 0.012344 0.010895
Epoch 42 errors:  0.051345 0.027783 0.011614 0.010963
Epoch 43 errors:  0.051591 0.027245 0.010572 0.010738
Epoch 44 errors:  0.050605 0.026764 0.010069 0.010625
Epoch 45 errors:  0.050057 0.026558 0.010312 0.011274
Epoch 46 errors:  0.049816 0.026393 0.010239 0.010584
Epoch 47 errors:  0.049127 0.025691 0.009015 0.010858
Epoch 48 errors:  0.048304 0.025330 0.008349 0.010417
Epoch 49 errors:  0.047459 0.025296 0.008666 0.010042
Epoch 50 errors:  0.047012 0.025032 0.008687 0.010215
Epoch 51 errors:  0.046677 0.024715 0.008471 0.010366
Epoch 52 errors:  0.045688 0.024469 0.008308 0.010327
Epoch 53 errors:  0.045024 0.024040 0.007630 0.010127
Epoch 54 errors:  0.044844 0.023829 0.007109 0.009305
Epoch 55 errors:  0.044597 0.023840 0.007192 0.010692
Epoch 56 errors:  0.043412 0.023099 0.007083 0.009429
Epoch 57 errors:  0.043112 0.023275 0.007110 0.009180
Epoch 58 errors:  0.042740 0.022925 0.007213 0.009799
Epoch 59 errors:  0.042126 0.022812 0.006651 0.009538
Epoch 60 errors:  0.041552 0.022385 0.006518 0.010280
Epoch 61 errors:  0.041152 0.022498 0.006175 0.008939
Epoch 62 errors:  0.041134 0.022163 0.006314 0.009156
Epoch 63 errors:  0.040451 0.021782 0.006493 0.009794
Epoch 64 errors:  0.040440 0.021664 0.006239 0.008893
Epoch 65 errors:  0.040064 0.021311 0.005895 0.009441
Epoch 66 errors:  0.039442 0.021425 0.005946 0.008948
Epoch 67 errors:  0.039104 0.021315 0.005755 0.008991
Epoch 68 errors:  0.038300 0.021016 0.005588 0.008715
Epoch 69 errors:  0.038317 0.020796 0.005798 0.008552
Epoch 70 errors:  0.037813 0.020855 0.005471 0.008648
Epoch 71 errors:  0.037645 0.020470 0.005357 0.008136
Epoch 72 errors:  0.036907 0.020295 0.005227 0.008099
Epoch 73 errors:  0.036815 0.020439 0.004980 0.007889
Epoch 74 errors:  0.037232 0.020411 0.005304 0.008093
Epoch 75 errors:  0.036232 0.020029 0.005013 0.008269
Epoch 76 errors:  0.036288 0.020030 0.005024 0.008749
Epoch 77 errors:  0.036281 0.019961 0.004870 0.008396
Epoch 78 errors:  0.035276 0.019606 0.004644 0.008676
Epoch 79 errors:  0.036263 0.019753 0.004496 0.008492
Epoch 80 errors:  0.035612 0.019654 0.004701 0.008411
Epoch 81 errors:  0.034895 0.019562 0.004625 0.007480
Epoch 82 errors:  0.034418 0.019242 0.004410 0.007875
Epoch 83 errors:  0.034984 0.019410 0.004450 0.007528
Epoch 84 errors:  0.034574 0.019251 0.004240 0.008353
Epoch 85 errors:  0.034645 0.018986 0.004349 0.007904
Epoch 86 errors:  0.034612 0.019136 0.004484 0.007535
Epoch 87 errors:  0.034100 0.018738 0.004110 0.007987
Epoch 88 errors:  0.033754 0.018858 0.004048 0.007597
Epoch 89 errors:  0.033523 0.018820 0.004043 0.007970
Epoch 90 errors:  0.033361 0.018646 0.004160 0.008173
Epoch 91 errors:  0.032945 0.018810 0.004272 0.007333
Epoch 92 errors:  0.033135 0.018337 0.004040 0.007194
Epoch 93 errors:  0.033076 0.018231 0.004039 0.007774
Epoch 94 errors:  0.032859 0.018099 0.003913 0.007500
Epoch 95 errors:  0.032509 0.018243 0.003933 0.006761
Epoch 96 errors:  0.032161 0.018033 0.003852 0.006872
Epoch 97 errors:  0.032444 0.017963 0.003709 0.006545
Epoch 98 errors:  0.032061 0.017746 0.003762 0.007187
Epoch 99 errors:  0.032548 0.017698 0.003718 0.007120
Epoch 100 errors:  0.031722 0.017534 0.003715 0.006622
Epoch 101 errors:  0.032150 0.017521 0.003839 0.006498
Epoch 102 errors:  0.030962 0.017472 0.003617 0.006870
Epoch 103 errors:  0.030815 0.017365 0.003643 0.006660
Epoch 104 errors:  0.031495 0.017236 0.003744 0.006323
Epoch 105 errors:  0.030616 0.017234 0.003667 0.006499
Epoch 106 errors:  0.031100 0.016835 0.003590 0.006632
Epoch 107 errors:  0.031265 0.016979 0.003722 0.006492
Epoch 108 errors:  0.031377 0.016895 0.003797 0.006566
Epoch 109 errors:  0.030416 0.016759 0.003610 0.006507
Epoch 110 errors:  0.030809 0.016676 0.003699 0.006483
Epoch 111 errors:  0.029957 0.016528 0.003476 0.006714
Epoch 112 errors:  0.029818 0.016713 0.003794 0.006772
Epoch 113 errors:  0.030162 0.016334 0.003434 0.006691
Epoch 114 errors:  0.030227 0.016542 0.003556 0.006501
Epoch 115 errors:  0.030091 0.016292 0.003408 0.006067
Epoch 116 errors:  0.029831 0.016294 0.003384 0.006615
Epoch 117 errors:  0.030067 0.016233 0.003463 0.006391
Epoch 118 errors:  0.029600 0.016227 0.003447 0.006784
Epoch 119 errors:  0.029956 0.015955 0.003400 0.006522
Epoch 120 errors:  0.029026 0.015883 0.003350 0.006111
Epoch 121 errors:  0.029535 0.015662 0.003463 0.006418
Epoch 122 errors:  0.028674 0.015625 0.003305 0.005816
Epoch 123 errors:  0.028929 0.015719 0.003374 0.006534
Epoch 124 errors:  0.028374 0.015377 0.003355 0.006272
Epoch 125 errors:  0.028680 0.015389 0.003298 0.006274
Epoch 126 errors:  0.028832 0.015340 0.003306 0.005667
Epoch 127 errors:  0.028771 0.015259 0.003286 0.005689
Epoch 128 errors:  0.028179 0.015148 0.003214 0.006000
Epoch 129 errors:  0.028647 0.015264 0.003230 0.005837
Epoch 130 errors:  0.028472 0.015003 0.003165 0.007249
Epoch 131 errors:  0.028185 0.015158 0.003327 0.006852
Epoch 132 errors:  0.027482 0.014848 0.003140 0.006205
Epoch 133 errors:  0.027765 0.014838 0.003117 0.006534
Epoch 134 errors:  0.028028 0.014978 0.003293 0.006065
Epoch 135 errors:  0.028019 0.014760 0.003116 0.005931
Epoch 136 errors:  0.028170 0.014743 0.003245 0.005449
Epoch 137 errors:  0.028337 0.014649 0.003304 0.005536
Epoch 138 errors:  0.027523 0.014502 0.003112 0.005420
Epoch 139 errors:  0.027475 0.014579 0.003188 0.005405
Epoch 140 errors:  0.027119 0.014496 0.003017 0.006103
Epoch 141 errors:  0.027609 0.014445 0.003135 0.005552
Epoch 142 errors:  0.027174 0.014318 0.003068 0.005319
Epoch 143 errors:  0.027055 0.014309 0.003100 0.005999
Epoch 144 errors:  0.026827 0.014367 0.003024 0.005538
Epoch 145 errors:  0.027033 0.014256 0.003035 0.005707
Epoch 146 errors:  0.026882 0.014070 0.002971 0.005965
Epoch 147 errors:  0.026982 0.014202 0.003031 0.005210
Epoch 148 errors:  0.026456 0.013923 0.003179 0.005615
Epoch 149 errors:  0.026134 0.014161 0.003006 0.006173
Epoch 150 errors:  0.026963 0.013957 0.002904 0.005819
Epoch 151 errors:  0.026205 0.013780 0.002886 0.005611
Epoch 152 errors:  0.026073 0.013594 0.003037 0.006282
Epoch 153 errors:  0.027051 0.013718 0.002884 0.005622
Epoch 154 errors:  0.025685 0.013478 0.002894 0.005305
Epoch 155 errors:  0.026204 0.013549 0.002986 0.004975
Epoch 156 errors:  0.025863 0.013441 0.002859 0.005299
Epoch 157 errors:  0.025646 0.013477 0.002926 0.005334
Epoch 158 errors:  0.025972 0.013323 0.002914 0.005216
Epoch 159 errors:  0.026099 0.013191 0.002799 0.005307
Epoch 160 errors:  0.025582 0.013109 0.002795 0.005300
Epoch 161 errors:  0.025452 0.013096 0.002871 0.005373
Epoch 162 errors:  0.025689 0.013191 0.002844 0.005203
Epoch 163 errors:  0.025467 0.012959 0.002835 0.005675
Epoch 164 errors:  0.025444 0.012873 0.002776 0.005115
Epoch 165 errors:  0.025244 0.012860 0.002690 0.005073
Epoch 166 errors:  0.025927 0.012838 0.002878 0.005129
Epoch 167 errors:  0.024817 0.012780 0.002739 0.005211
Epoch 168 errors:  0.024654 0.012629 0.002771 0.005703
Epoch 169 errors:  0.025591 0.012677 0.002760 0.005095
Epoch 170 errors:  0.025015 0.012715 0.002778 0.005274
Epoch 171 errors:  0.025250 0.012574 0.002804 0.005208
Epoch 172 errors:  0.024569 0.012566 0.002796 0.005001
Epoch 173 errors:  0.024956 0.012398 0.002729 0.005458
Epoch 174 errors:  0.024733 0.012609 0.002745 0.005985
Epoch 175 errors:  0.024941 0.012399 0.002693 0.005142
Epoch 176 errors:  0.024599 0.012250 0.002726 0.005595
Epoch 177 errors:  0.025061 0.012416 0.002748 0.005219
Epoch 178 errors:  0.024563 0.012382 0.002756 0.005060
Epoch 179 errors:  0.024517 0.012245 0.002765 0.004908
Epoch 180 errors:  0.024794 0.012384 0.002705 0.004790
Epoch 181 errors:  0.024551 0.012146 0.002685 0.005054
Epoch 182 errors:  0.024440 0.012270 0.002706 0.004779
Epoch 183 errors:  0.024283 0.012078 0.002622 0.004578
Epoch 184 errors:  0.024304 0.012120 0.002755 0.004659
Epoch 185 errors:  0.024503 0.012071 0.002656 0.004825
Epoch 186 errors:  0.023843 0.011905 0.002738 0.004788
Epoch 187 errors:  0.024767 0.012117 0.002618 0.004836
Epoch 188 errors:  0.024481 0.011855 0.002746 0.005104
Epoch 189 errors:  0.023952 0.011854 0.002714 0.005189
Epoch 190 errors:  0.023885 0.012087 0.002792 0.005295
Epoch 191 errors:  0.024473 0.011739 0.002618 0.004910
Epoch 192 errors:  0.024013 0.011735 0.002690 0.004816
Epoch 193 errors:  0.023893 0.011678 0.002489 0.004866
Epoch 194 errors:  0.024275 0.011775 0.002763 0.004463
Epoch 195 errors:  0.023622 0.011525 0.002577 0.005021
Epoch 196 errors:  0.023860 0.011638 0.002620 0.005157
Epoch 197 errors:  0.023451 0.011555 0.002564 0.005582
Epoch 198 errors:  0.024053 0.011532 0.002611 0.005333
Epoch 199 errors:  0.024266 0.011639 0.002538 0.004839
Epoch 200 errors:  0.023529 0.011487 0.002695 0.004702
Epoch 201 errors:  0.023637 0.011558 0.002761 0.004796
Epoch 202 errors:  0.023157 0.011507 0.002482 0.005344
Epoch 203 errors:  0.023264 0.011369 0.002535 0.005130
Epoch 204 errors:  0.023742 0.011460 0.002499 0.004960
Epoch 205 errors:  0.023527 0.011382 0.002611 0.004849
Epoch 206 errors:  0.024020 0.011493 0.002611 0.005538
Epoch 207 errors:  0.024060 0.011382 0.002568 0.005144
Epoch 208 errors:  0.023745 0.011337 0.002423 0.004483
Epoch 209 errors:  0.023331 0.011348 0.002575 0.004960
Epoch 210 errors:  0.023813 0.011306 0.002527 0.004716
Epoch 211 errors:  0.023328 0.011265 0.002484 0.004894
Epoch 212 errors:  0.023967 0.011228 0.002556 0.004529
Epoch 213 errors:  0.023045 0.011122 0.002563 0.005226
Epoch 214 errors:  0.023338 0.011014 0.002447 0.004599
Epoch 215 errors:  0.023313 0.011106 0.002611 0.004710
Epoch 216 errors:  0.023435 0.011108 0.002585 0.004508
Epoch 217 errors:  0.023771 0.010992 0.002504 0.004443
Epoch 218 errors:  0.022708 0.010942 0.002538 0.004633
Epoch 219 errors:  0.023935 0.011243 0.002622 0.004434
Epoch 220 errors:  0.022945 0.010914 0.002553 0.004552
Epoch 221 errors:  0.022813 0.011023 0.002548 0.004662
Epoch 222 errors:  0.022949 0.010963 0.002502 0.004425
Epoch 223 errors:  0.022805 0.010881 0.002553 0.004265
Epoch 224 errors:  0.022717 0.010779 0.002492 0.004505
Epoch 225 errors:  0.023204 0.010828 0.002501 0.004929
Epoch 226 errors:  0.022708 0.010854 0.002435 0.004180
Epoch 227 errors:  0.022812 0.010668 0.002432 0.004445
Epoch 228 errors:  0.022857 0.010810 0.002467 0.004659
Epoch 229 errors:  0.022637 0.010700 0.002458 0.005561
Epoch 230 errors:  0.023197 0.010675 0.002487 0.005110
Epoch 231 errors:  0.022609 0.010694 0.002468 0.004180
Epoch 232 errors:  0.023013 0.010814 0.002425 0.004034
Epoch 233 errors:  0.022793 0.010664 0.002406 0.004574
Epoch 234 errors:  0.022868 0.010732 0.002534 0.004505
Epoch 235 errors:  0.022499 0.010702 0.002360 0.004369
Epoch 236 errors:  0.022475 0.010591 0.002431 0.004592
Epoch 237 errors:  0.023021 0.010707 0.002389 0.004023
Epoch 238 errors:  0.022391 0.010597 0.002468 0.004186
Epoch 239 errors:  0.022392 0.010460 0.002386 0.003981
Epoch 240 errors:  0.022342 0.010390 0.002400 0.004102
Epoch 241 errors:  0.021630 0.010485 0.002372 0.003987
Epoch 242 errors:  0.021926 0.010444 0.002315 0.004122
Epoch 243 errors:  0.022062 0.010382 0.002375 0.004171
Epoch 244 errors:  0.022155 0.010429 0.002395 0.004017
Epoch 245 errors:  0.022485 0.010561 0.002383 0.003976
Epoch 246 errors:  0.022293 0.010426 0.002373 0.004304
Epoch 247 errors:  0.022099 0.010414 0.002340 0.004165
Epoch 248 errors:  0.022466 0.010475 0.002392 0.004058
Epoch 249 errors:  0.022099 0.010273 0.002309 0.004452
Epoch 250 errors:  0.022505 0.010402 0.002302 0.003887
Epoch 251 errors:  0.021797 0.010242 0.002362 0.003775
Epoch 252 errors:  0.022559 0.010264 0.002302 0.003739
Epoch 253 errors:  0.021199 0.010013 0.002306 0.003967
Epoch 254 errors:  0.022506 0.010271 0.002291 0.004130
Epoch 255 errors:  0.021987 0.010224 0.002419 0.004272
Epoch 256 errors:  0.021562 0.010092 0.002286 0.004111
Epoch 257 errors:  0.021561 0.010112 0.002276 0.003769
Epoch 258 errors:  0.022279 0.010049 0.002397 0.003959
Epoch 259 errors:  0.021936 0.010049 0.002341 0.004220
Epoch 260 errors:  0.022038 0.009951 0.002338 0.004048
Epoch 261 errors:  0.021635 0.010151 0.002355 0.003789
Epoch 262 errors:  0.021357 0.010080 0.002330 0.003996
Epoch 263 errors:  0.021844 0.010041 0.002389 0.003566
Epoch 264 errors:  0.022039 0.010064 0.002291 0.003762
Epoch 265 errors:  0.021125 0.009860 0.002297 0.004036
Epoch 266 errors:  0.021257 0.010068 0.002230 0.003860
Epoch 267 errors:  0.021390 0.009949 0.002223 0.003832
Epoch 268 errors:  0.021519 0.009965 0.002380 0.003688
Epoch 269 errors:  0.021984 0.010029 0.002306 0.004079
Epoch 270 errors:  0.021808 0.009987 0.002238 0.003947
Epoch 271 errors:  0.021733 0.009960 0.002277 0.003943
Epoch 272 errors:  0.022185 0.009951 0.002260 0.003862
Epoch 273 errors:  0.020452 0.009769 0.002253 0.003966
Epoch 274 errors:  0.021444 0.009947 0.002271 0.003829
Epoch 275 errors:  0.021339 0.009925 0.002299 0.004021
Epoch 276 errors:  0.020675 0.009737 0.002236 0.003726
Epoch 277 errors:  0.020980 0.009858 0.002315 0.003487
Epoch 278 errors:  0.021216 0.009861 0.002311 0.003549
Epoch 279 errors:  0.021021 0.009843 0.002289 0.003659
Epoch 280 errors:  0.021634 0.009929 0.002172 0.003790
Epoch 281 errors:  0.021324 0.009752 0.002269 0.003778
Epoch 282 errors:  0.021694 0.009851 0.002283 0.003896
Epoch 283 errors:  0.021544 0.009807 0.002237 0.003637
Epoch 284 errors:  0.021063 0.009655 0.002249 0.003572
Epoch 285 errors:  0.021050 0.009668 0.002197 0.004037
Epoch 286 errors:  0.020867 0.009722 0.002248 0.003826
Epoch 287 errors:  0.020491 0.009634 0.002325 0.003554
Epoch 288 errors:  0.020906 0.009537 0.002187 0.003440
Epoch 289 errors:  0.021179 0.009592 0.002246 0.003589
Epoch 290 errors:  0.021580 0.009590 0.002199 0.003454
Epoch 291 errors:  0.020865 0.009686 0.002279 0.003501
Epoch 292 errors:  0.020611 0.009577 0.002265 0.003582
Epoch 293 errors:  0.021193 0.009718 0.002256 0.003487
Epoch 294 errors:  0.021588 0.009536 0.002225 0.003856
Epoch 295 errors:  0.020891 0.009590 0.002240 0.003682
Epoch 296 errors:  0.020804 0.009544 0.002213 0.003469
Epoch 297 errors:  0.020852 0.009515 0.002196 0.003431
Epoch 298 errors:  0.019957 0.009492 0.002189 0.003395
Epoch 299 errors:  0.020693 0.009369 0.002175 0.003407
Epoch 300 errors:  0.020499 0.009500 0.002229 0.003516
Epoch 301 errors:  0.020464 0.009336 0.002224 0.003520
Epoch 302 errors:  0.020715 0.009453 0.002145 0.003392
Epoch 303 errors:  0.021517 0.009286 0.002167 0.003454
Epoch 304 errors:  0.020623 0.009242 0.002074 0.003882
Epoch 305 errors:  0.020639 0.009334 0.002176 0.003769
Epoch 306 errors:  0.020576 0.009292 0.002111 0.003542
Epoch 307 errors:  0.020270 0.009080 0.002129 0.003748
Epoch 308 errors:  0.020253 0.009232 0.002109 0.003434
Epoch 309 errors:  0.020008 0.009255 0.002107 0.003417
Epoch 310 errors:  0.020047 0.009209 0.002084 0.003482
Epoch 311 errors:  0.021225 0.009119 0.002138 0.003324
Epoch 312 errors:  0.020492 0.009257 0.002114 0.003239
Epoch 313 errors:  0.020089 0.009149 0.002029 0.003635
Epoch 314 errors:  0.021180 0.009108 0.002014 0.003275
Epoch 315 errors:  0.020026 0.009155 0.002096 0.003075
Epoch 316 errors:  0.020469 0.009070 0.002093 0.003620
Epoch 317 errors:  0.020016 0.009033 0.002089 0.003482
Epoch 318 errors:  0.020706 0.009158 0.002090 0.003541
Epoch 319 errors:  0.020035 0.009066 0.002052 0.003236
Epoch 320 errors:  0.020605 0.009147 0.002072 0.003335
Epoch 321 errors:  0.020233 0.009070 0.002055 0.003312
Epoch 322 errors:  0.020220 0.009061 0.002078 0.003482
Epoch 323 errors:  0.020102 0.009135 0.002082 0.003146
Epoch 324 errors:  0.020971 0.009160 0.002060 0.003067
Epoch 325 errors:  0.020016 0.008893 0.002089 0.003563
Epoch 326 errors:  0.020318 0.008965 0.002084 0.003400
Epoch 327 errors:  0.019884 0.009018 0.002089 0.003811
Epoch 328 errors:  0.019634 0.008939 0.002022 0.003734
Epoch 329 errors:  0.020187 0.008867 0.002030 0.003309
Epoch 330 errors:  0.019798 0.008925 0.002023 0.003692
Epoch 331 errors:  0.019885 0.008834 0.002028 0.003246
Epoch 332 errors:  0.019199 0.008910 0.002006 0.003358
Epoch 333 errors:  0.019554 0.008853 0.001973 0.003207
Epoch 334 errors:  0.019873 0.008959 0.002045 0.003633
Epoch 335 errors:  0.019796 0.008855 0.001966 0.003246
Epoch 336 errors:  0.020027 0.008984 0.002042 0.003299
Epoch 337 errors:  0.019787 0.008839 0.002089 0.003137
Epoch 338 errors:  0.019060 0.008890 0.002066 0.003131
Epoch 339 errors:  0.019511 0.008859 0.002074 0.003280
Epoch 340 errors:  0.019578 0.008781 0.001974 0.003234
Epoch 341 errors:  0.019963 0.008860 0.002011 0.003297
Epoch 342 errors:  0.019749 0.008817 0.002001 0.003213
Epoch 343 errors:  0.019193 0.008913 0.002002 0.003351
Epoch 344 errors:  0.019989 0.008803 0.002032 0.003210
Epoch 345 errors:  0.019657 0.008696 0.002012 0.003041
Epoch 346 errors:  0.019520 0.008700 0.002031 0.003392
Epoch 347 errors:  0.019881 0.008772 0.002035 0.003190
Epoch 348 errors:  0.019605 0.008761 0.002014 0.003381
Epoch 349 errors:  0.019732 0.008743 0.001997 0.003252
Epoch 350 errors:  0.019731 0.008738 0.001985 0.003092
Epoch 351 errors:  0.019506 0.008725 0.002081 0.003380
Epoch 352 errors:  0.020151 0.008809 0.002002 0.003207
Epoch 353 errors:  0.018837 0.008808 0.001955 0.003294
Epoch 354 errors:  0.019814 0.008896 0.002051 0.003024
Epoch 355 errors:  0.019498 0.008828 0.002021 0.003105
Epoch 356 errors:  0.019193 0.008794 0.002021 0.003212
Epoch 357 errors:  0.019542 0.008776 0.001993 0.003087
Epoch 358 errors:  0.019174 0.008748 0.001947 0.003151
Epoch 359 errors:  0.019720 0.008892 0.001953 0.003192
Epoch 360 errors:  0.019029 0.008676 0.001971 0.003239
Epoch 361 errors:  0.019693 0.008808 0.001903 0.003563
Epoch 362 errors:  0.019132 0.008729 0.001958 0.003414
Epoch 363 errors:  0.019608 0.008908 0.001948 0.003188
Epoch 364 errors:  0.018901 0.008701 0.001929 0.003100
Epoch 365 errors:  0.019106 0.008925 0.001956 0.003052
Epoch 366 errors:  0.018902 0.008901 0.001892 0.003227
Epoch 367 errors:  0.018532 0.008701 0.001878 0.003500
Epoch 368 errors:  0.018897 0.008760 0.001875 0.003090
Epoch 369 errors:  0.018776 0.008769 0.001915 0.003069
Epoch 370 errors:  0.018942 0.008631 0.001904 0.003021
Epoch 371 errors:  0.019045 0.008812 0.001993 0.002984
Epoch 372 errors:  0.019531 0.008777 0.001900 0.003049
Epoch 373 errors:  0.018980 0.008731 0.001911 0.003611
Epoch 374 errors:  0.019326 0.008671 0.001845 0.003310
Epoch 375 errors:  0.018919 0.008633 0.001927 0.003328
Epoch 376 errors:  0.018776 0.008609 0.001947 0.003040
Epoch 377 errors:  0.019064 0.008654 0.001926 0.003149
Epoch 378 errors:  0.018785 0.008659 0.001872 0.003190
Epoch 379 errors:  0.018808 0.008664 0.001962 0.002929
Epoch 380 errors:  0.019525 0.008792 0.001941 0.003197
Epoch 381 errors:  0.019432 0.008803 0.001914 0.003423
Epoch 382 errors:  0.019493 0.008709 0.001922 0.003189
Epoch 383 errors:  0.018630 0.008614 0.001966 0.003186
Epoch 384 errors:  0.019462 0.008700 0.001908 0.002958
Epoch 385 errors:  0.018143 0.008514 0.001941 0.003371
Epoch 386 errors:  0.018931 0.008545 0.001928 0.003372
Epoch 387 errors:  0.019015 0.008633 0.001918 0.003352
Epoch 388 errors:  0.019344 0.008677 0.001892 0.003505
Epoch 389 errors:  0.019171 0.008626 0.001843 0.003160
Epoch 390 errors:  0.019253 0.008689 0.001901 0.002960
Epoch 391 errors:  0.018841 0.008434 0.001818 0.003116
Epoch 392 errors:  0.019329 0.008804 0.001941 0.003595
Epoch 393 errors:  0.019204 0.008569 0.001831 0.002926
Epoch 394 errors:  0.019091 0.008677 0.001852 0.003051
Epoch 395 errors:  0.018743 0.008445 0.001906 0.002867
Epoch 396 errors:  0.018439 0.008532 0.001918 0.002958
Epoch 397 errors:  0.018886 0.008477 0.001822 0.002926
Epoch 398 errors:  0.018650 0.008404 0.001914 0.002950
Epoch 399 errors:  0.018953 0.008366 0.001867 0.003003
Epoch 400 errors:  0.019790 0.008461 0.001881 0.002984
