Corretions for model test example
The sentences of test data in sentence entailment example should be generated with integers limited to vocab_size.
@@ -256,9 +256,9 @@ def test_fit_model():
settings = {'lr': 0.001, 'dropout': 0.2, 'gru_encode':True}
model = build_model(vectors, shape, settings)
- train_X = _generate_X(20, shape[0], vectors.shape[1])
+ train_X = _generate_X(20, shape[0], vectors.shape[0])
train_Y = _generate_Y(20, shape[2])
- dev_X = _generate_X(15, shape[0], vectors.shape[1])
+ dev_X = _generate_X(15, shape[0], vectors.shape[0])
dev_Y = _generate_Y(15, shape[2])
model.fit(train_X, train_Y, validation_data=(dev_X, dev_Y), nb_epoch=5,
