nohup: ignoring input ====>extract data from ./data/train.conll ./data/train.conll 46572 sentences ./data/train.conll 1057943 words ====>extract data from ./data/dev.conll ./data/dev.conll 2079 sentences ./data/dev.conll 59955 words ====>extract data from ./data/test.conll ./data/test.conll 2796 sentences ./data/test.conll 81578 words ====>extract tags from ./data/tag.txt there are 35 different tags. ====>extract word-vector from ./data/base_embeddings.txt word-vector size: 59297 train's one word count: 26935 data size: 1057943 word not in embedding: 36 data size: 59955 word not in embedding: 824 Epoch 0: 53203 / 59955 = 0.887382203319 Best Epoch 0: 53203 / 59955 = 0.887382203319 Epoch 1: 53938 / 59955 = 0.899641397715 Best Epoch 1: 53938 / 59955 = 0.899641397715 Epoch 2: 54326 / 59955 = 0.906112918022 Best Epoch 2: 54326 / 59955 = 0.906112918022 Epoch 3: 54590 / 59955 = 0.910516220499 Best Epoch 3: 54590 / 59955 = 0.910516220499 Epoch 4: 54726 / 59955 = 0.912784588441 Best Epoch 4: 54726 / 59955 = 0.912784588441 Epoch 5: 54783 / 59955 = 0.913735301476 Best Epoch 5: 54783 / 59955 = 0.913735301476 Epoch 6: 54966 / 59955 = 0.916787590693 Best Epoch 6: 54966 / 59955 = 0.916787590693 Epoch 7: 55026 / 59955 = 0.917788341256 Best Epoch 7: 55026 / 59955 = 0.917788341256 Epoch 8: 55167 / 59955 = 0.920140105079 Best Epoch 8: 55167 / 59955 = 0.920140105079 Epoch 9: 55243 / 59955 = 0.921407722459 Best Epoch 9: 55243 / 59955 = 0.921407722459 Epoch 10: 55341 / 59955 = 0.923042281711 Best Epoch 10: 55341 / 59955 = 0.923042281711 Epoch 11: 55358 / 59955 = 0.923325827704 Best Epoch 11: 55358 / 59955 = 0.923325827704 Epoch 12: 55337 / 59955 = 0.922975565007 Best Epoch 11: 55358 / 59955 = 0.923325827704 Epoch 13: 55492 / 59955 = 0.925560837295 Best Epoch 13: 55492 / 59955 = 0.925560837295 Epoch 14: 55494 / 59955 = 0.925594195647 Best Epoch 14: 55494 / 59955 = 0.925594195647 Epoch 15: 55555 / 59955 = 0.926611625386 Best Epoch 15: 55555 / 59955 = 0.926611625386 Epoch 16: 55500 / 59955 = 0.925694270703 Best Epoch 15: 55555 / 59955 = 0.926611625386 Epoch 17: 55509 / 59955 = 0.925844383287 Best Epoch 15: 55555 / 59955 = 0.926611625386 Epoch 18: 55564 / 59955 = 0.92676173797 Best Epoch 18: 55564 / 59955 = 0.92676173797 Epoch 19: 55680 / 59955 = 0.928696522392 Best Epoch 19: 55680 / 59955 = 0.928696522392 Epoch 20: 55608 / 59955 = 0.927495621716 Best Epoch 19: 55680 / 59955 = 0.928696522392 Epoch 21: 55583 / 59955 = 0.927078642315 Best Epoch 19: 55680 / 59955 = 0.928696522392 Epoch 22: 55681 / 59955 = 0.928713201568 Best Epoch 22: 55681 / 59955 = 0.928713201568 Epoch 23: 55738 / 59955 = 0.929663914603 Best Epoch 23: 55738 / 59955 = 0.929663914603 Epoch 24: 55728 / 59955 = 0.929497122842 Best Epoch 23: 55738 / 59955 = 0.929663914603 Epoch 25: 55785 / 59955 = 0.930447835877 Best Epoch 25: 55785 / 59955 = 0.930447835877 Epoch 26: 55713 / 59955 = 0.929246935201 Best Epoch 25: 55785 / 59955 = 0.930447835877 Epoch 27: 55726 / 59955 = 0.92946376449 Best Epoch 25: 55785 / 59955 = 0.930447835877 Epoch 28: 55697 / 59955 = 0.928980068385 Best Epoch 25: 55785 / 59955 = 0.930447835877 Epoch 29: 55807 / 59955 = 0.93081477775 Best Epoch 29: 55807 / 59955 = 0.93081477775 Epoch 30: 55766 / 59955 = 0.930130931532 Best Epoch 29: 55807 / 59955 = 0.93081477775 Epoch 31: 55757 / 59955 = 0.929980818948 Best Epoch 29: 55807 / 59955 = 0.93081477775 Epoch 32: 55784 / 59955 = 0.930431156701 Best Epoch 29: 55807 / 59955 = 0.93081477775 Epoch 33: 55759 / 59955 = 0.9300141773 Best Epoch 29: 55807 / 59955 = 0.93081477775 Epoch 34: 55824 / 59955 = 0.931098323743 Best Epoch 34: 55824 / 59955 = 0.931098323743 Epoch 35: 55831 / 59955 = 0.931215077975 Best Epoch 35: 55831 / 59955 = 0.931215077975 Epoch 36: 55815 / 59955 = 0.930948211158 Best Epoch 35: 55831 / 59955 = 0.931215077975 Epoch 37: 55840 / 59955 = 0.93136519056 Best Epoch 37: 55840 / 59955 = 0.93136519056 Epoch 38: 55821 / 59955 = 0.931048286215 Best Epoch 37: 55840 / 59955 = 0.93136519056 Epoch 39: 55869 / 59955 = 0.931848886665 Best Epoch 39: 55869 / 59955 = 0.931848886665 Epoch 40: 55848 / 59955 = 0.931498623968 Best Epoch 39: 55869 / 59955 = 0.931848886665 Epoch 41: 55773 / 59955 = 0.930247685764 Best Epoch 39: 55869 / 59955 = 0.931848886665 Epoch 42: 55804 / 59955 = 0.930764740222 Best Epoch 39: 55869 / 59955 = 0.931848886665 Epoch 43: 55861 / 59955 = 0.931715453257 Best Epoch 39: 55869 / 59955 = 0.931848886665 Epoch 44: 55846 / 59955 = 0.931465265616 Best Epoch 39: 55869 / 59955 = 0.931848886665 Epoch 45: 55889 / 59955 = 0.932182470186 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 46: 55835 / 59955 = 0.931281794679 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 47: 55854 / 59955 = 0.931598699024 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 48: 55793 / 59955 = 0.930581269285 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 49: 55817 / 59955 = 0.93098156951 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 50: 55829 / 59955 = 0.931181719623 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 51: 55812 / 59955 = 0.93089817363 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 52: 55822 / 59955 = 0.931064965391 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 53: 55783 / 59955 = 0.930414477525 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 54: 55876 / 59955 = 0.931965640897 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 55: 55834 / 59955 = 0.931265115503 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 56: 55785 / 59955 = 0.930447835877 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 57: 55861 / 59955 = 0.931715453257 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 58: 55833 / 59955 = 0.931248436327 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 59: 55857 / 59955 = 0.931648736552 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 60: 55777 / 59955 = 0.930314402469 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 61: 55828 / 59955 = 0.931165040447 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 62: 55850 / 59955 = 0.93153198232 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 63: 55749 / 59955 = 0.929847385539 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 64: 55767 / 59955 = 0.930147610708 Best Epoch 45: 55889 / 59955 = 0.932182470186 Epoch 65: 55765 / 59955 = 0.930114252356 Best Epoch 45: 55889 / 59955 = 0.932182470186 data size: 81578 word not in embedding: 1117 Epoch 0: 75858 / 81578 = 0.929883056706