The quora_questionpairs_dl's discuss from yuhsinliu1993

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Kaggle Competition: Using deep learning to solve quora's question pairs problem

Python 98.27% Shell 1.73%

quora_questionpairs_dl's Issues

[ERROR]AssertionError

when I use test data to predict ：
python run.py --mode=pred --load_model="model_dir/model.h5" --test_data="./data/test.csv"
I get this error:

Traceback (most recent call last):
  File "run.py", line 287, in <module>
    tf.app.run(main=run, argv=[sys.argv[0]] + unparsed)
  File "/Users/me/anaconda3/lib/python3.6/site-packages/tensorflow/python/platform/app.py", line 125, in run
    _sys.exit(main(argv))
  File "run.py", line 166, in run
    do_pred(FLAGS.test_data)
  File "run.py", line 38, in do_pred
    model = esim.build_model(FLAGS.load_model)
  File "/Users/me/iMac/400/403GithubProject/Quora_QuestionPairs_DL/ESIM.py", line 29, in build_model
    embedded_a = embedding_layer(a)
  File "/Users/me/iMac/400/403GithubProject/Quora_QuestionPairs_DL/layers.py", line 46, in __call__
    projected = self.project(self.embed(sentence))
  File "/Users/me/anaconda3/lib/python3.6/site-packages/keras/engine/topology.py", line 603, in __call__
    output = self.call(inputs, **kwargs)
  File "/Users/me/anaconda3/lib/python3.6/site-packages/keras/layers/wrappers.py", line 203, in call
    output_shape = self.compute_output_shape(input_shape)
  File "/Users/me/anaconda3/lib/python3.6/site-packages/keras/layers/wrappers.py", line 160, in compute_output_shape
    child_output_shape = self.layer.compute_output_shape(child_input_shape)
  File "/Users/me/anaconda3/lib/python3.6/site-packages/keras/layers/core.py", line 852, in compute_output_shape
    assert input_shape[-1]
AssertionError