run.out

Loaded 11873/11873 examples from test
{ 'answer_dir': 'out/basic/00/answer',
  'answer_func': 'linear',
  'answer_path': '',
  'batch_size': 30,
  'c2q_att': True,
  'char_count_th': 50,
  'char_emb_size': 8,
  'char_out_size': 100,
  'char_vocab_size': 330,
  'cluster': True,
  'cpu_opt': False,
  'data_dir': 'data/squad',
  'data_filter': 'max',
  'debug': False,
  'decay': 0.9,
  'device': '/cpu:0',
  'device_type': 'gpu',
  'dump_answer': True,
  'dump_eval': True,
  'dump_pickle': True,
  'dynamic_att': False,
  'eval': True,
  'eval_dir': 'out/basic/00/eval',
  'eval_path': '',
  'eval_period': 1000,
  'filter_heights': '5',
  'finetune': False,
  'forward_name': 'single',
  'hidden_size': 100,
  'highway': True,
  'highway_num_layers': 2,
  'init_lr': 0.001,
  'input_keep_prob': 0.8,
  'keep_prob': 0.8,
  'known_if_glove': True,
  'len_opt': True,
  'load': True,
  'load_ema': True,
  'load_path': '',
  'load_step': 0,
  'log_dir': 'out/basic/00/log',
  'log_period': 100,
  'logit_func': 'tri_linear',
  'lower_word': True,
  'max_num_sents': 1,
  'max_para_size': 740,
  'max_ques_size': 47,
  'max_sent_size': 740,
  'max_to_keep': 20,
  'max_word_size': 16,
  'mode': 'test',
  'model_name': 'basic',
  'na': True,
  'new_emb_mat': array([[-0.16569 , -0.087219,  0.90193 , ..., -0.066466,  1.2885  ,
         0.28887 ],
       [-0.64787 , -0.29684 , -0.16854 , ..., -0.29041 ,  0.015608,
         0.72165 ],
       [ 0.039313,  0.045568,  0.4905  , ...,  0.42424 ,  0.13533 ,
         0.11589 ],
       ...,
       [ 0.14869 , -0.4952  , -0.12625 , ...,  0.12612 ,  0.83531 ,
        -0.34765 ],
       [ 0.043902,  0.42569 , -0.29677 , ..., -0.78514 ,  0.058769,
         0.54496 ],
       [-0.23701 , -0.25625 ,  0.36736 , ...,  0.25278 ,  0.18153 ,
        -0.44468 ]], dtype=float32),
  'num_epochs': 12,
  'num_gpus': 1,
  'num_sents_th': 8,
  'num_steps': 20000,
  'out_base_dir': 'out',
  'out_channel_dims': '100',
  'out_dir': 'out/basic/00',
  'para_size_th': 256,
  'progress': True,
  'q2c_att': True,
  'ques_size_th': 30,
  'run_id': '0',
  'save_dir': 'out/basic/00/save',
  'save_period': 1000,
  'sent_size_th': 400,
  'sh_logit_func': 'tri_linear',
  'share_cnn_weights': True,
  'share_lstm_weights': True,
  'shared_path': '',
  'single': False,
  'squash': False,
  'swap_memory': True,
  'test_num_batches': 0,
  'th': 0.5,
  'use_char_emb': True,
  'use_glove_for_unk': True,
  'use_word_emb': True,
  'val_num_batches': 100,
  'var_decay': 0.999,
  'vis': False,
  'wd': 0.0,
  'word_count_th': 10,
  'word_emb_size': 100,
  'word_size_th': 16,
  'word_vocab_size': 3104,
  'wy': False}
Loading saved model from out/basic/00/save/basic-20000
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{'5737a7351c456719005744f4': 0.10677210986614227, '5ad2895bd7d075001a429985': 0.9059893488883972, '5ad288e1d7d075001a429970': 0.5129579305648804, '5ad2895bd7d075001a429984': 0.9452884793281555, '5737a7351c456719005744f5': 0.188803032040596, '5737a4511c456719005744e1': 0.20100831985473633, '5737a4511c456719005744e0': 0.1523727923631668, '5ad288e1d7d075001a429971': 0.5437019467353821, '5ad28846d7d075001a42992e': 0.4024582803249359, '5737a7351c456719005744f3': 0.13197475671768188, '5737a5931c456719005744ea': 0.00950929056853056, '5ad2877cd7d075001a429915': 0.2776986360549927, '5ad2877cd7d075001a429914': 0.8295802474021912, '5ad288e1d7d075001a429973': 0.7361752390861511, '5737a4511c456719005744df': 0.24448373913764954, '5737a7351c456719005744f1': 0.2941926121711731, '5ad2895bd7d075001a429983': 0.058428164571523666, '5737a84dc3c5551400e51f59': 0.1999175101518631, '5737a84dc3c5551400e51f5a': 0.03283627703785896, '5ad28846d7d075001a429931': 0.13989529013633728, '5737a7351c456719005744f2': 0.23294825851917267, '5ad28846d7d075001a42992f': 0.09262733161449432, '5737a84dc3c5551400e51f5b': 0.35970956087112427, '5737a5931c456719005744e7': 0.417890727519989, '5737a5931c456719005744e9': 0.06577859073877335, '5ad28846d7d075001a429930': 0.23754097521305084, '5ad2895bd7d075001a429982': 0.0014441240346059203, '5737a5931c456719005744eb': 0.45595550537109375, '5ad288e1d7d075001a429972': 0.06776377558708191, '5737a5931c456719005744e8': 0.3007441461086273}
{'5737aafd1c456719005744fb': 0.1384740024805069, '5737a9afc3c5551400e51f65': 0.2827906012535095, '5737aafd1c456719005744fc': 0.0033655380830168724, '5ad289c2d7d075001a42999e': 0.29234591126441956, '5ad28a57d7d075001a4299b0': 0.44202613830566406, '5737aafd1c456719005744fe': 0.7466138005256653, '5737aafd1c456719005744ff': 0.7689021229743958, '5737a9afc3c5551400e51f62': 0.10784494876861572, '5737a9afc3c5551400e51f63': 0.0878668799996376, '5ad28a57d7d075001a4299b1': 0.7756534218788147, '5ad28ad0d7d075001a4299cd': 0.013294274918735027, '5737a9afc3c5551400e51f61': 0.05774649232625961, '5ad289c2d7d075001a4299a0': 0.5857982635498047, '5737a84dc3c5551400e51f5c': 0.0008428944274783134, '5ad289c2d7d075001a42999f': 0.3317334055900574, '5ad28ad0d7d075001a4299cf': 0.2758815586566925, '5737a9afc3c5551400e51f64': 0.269336998462677, '5ad28a57d7d075001a4299b2': 0.05057171732187271, '5737aafd1c456719005744fd': 0.26435238122940063, '5ad28ad0d7d075001a4299ce': 0.1854339987039566, '5ad28ad0d7d075001a4299cc': 0.9152801036834717, '5ad28a57d7d075001a4299b3': 0.8940936923027039, '5ad289c2d7d075001a4299a1': 0.5608835816383362}
test step 20000: accuracy=0.3225, f1=0.3853, loss=2.9969
dumping answer ...
dumping eval ...