rnncapsule出现了一些问题。 #1

ZhengDanYang1 · 2019-12-02T14:17:20Z

在运行rnncapsule时出现了以下报错。

ValueError Traceback (most recent call last)
in
----> 1 model = Gru_Capsule_Model(word_seq_len, word_embedding,classification)

in Gru_Capsule_Model(sent_length, embeddings_weight, class_num)
25 embed = SpatialDropout1D(0.2)(embedding(content))
26 x = Bidirectional(CuDNNGRU(200, return_sequences=True))(embed)
---> 27 capsule = Capsule(num_capsule=Num_capsule, dim_capsule=Dim_capsule, routings=Routings, share_weights=True)(x)
28 capsule = Flatten()(capsule)
29 x = Dense(1000)(capsule)

~/anaconda3/lib/python3.7/site-packages/keras/engine/base_layer.py in call(self, inputs, **kwargs)
487 # Actually call the layer,
488 # collecting output(s), mask(s), and shape(s).
--> 489 output = self.call(inputs, **kwargs)
490 output_mask = self.compute_mask(inputs, previous_mask)
491

~/ZDY/2018-daguan-competition-master/biGruModel/glove/util.py in call(self, u_vecs)
95 outputs = self.activation(K.batch_dot(c, u_hat_vecs, [2, 2]))
96 if i < self.routings - 1:
---> 97 b = K.batch_dot(outputs, u_hat_vecs, [2, 2])
98
99 return outputs

~/anaconda3/lib/python3.7/site-packages/keras/backend/tensorflow_backend.py in batch_dot(x, y, axes)
1497 str(x_shape) + ' and ' + str(y_shape) +
1498 ' with axes=' + str(axes) + '. x.shape[%d] != '
-> 1499 'y.shape[%d] (%d != %d).' % (axes[0], axes[1], d1, d2))
1500
1501 # backup ndims. Need them later.

ValueError: Can not do batch_dot on inputs with shapes (None, 10, 10, 16) and (None, 10, None, 16) with axes=[2, 3]. x.shape[2] != y.shape[3] (10 != 16).

hecongqing · 2019-12-03T02:37:10Z

在运行rnncapsule时出现了以下报错。

ValueError Traceback (most recent call last)
in
----> 1 model = Gru_Capsule_Model(word_seq_len, word_embedding,classification)

in Gru_Capsule_Model(sent_length, embeddings_weight, class_num)
25 embed = SpatialDropout1D(0.2)(embedding(content))
26 x = Bidirectional(CuDNNGRU(200, return_sequences=True))(embed)
---> 27 capsule = Capsule(num_capsule=Num_capsule, dim_capsule=Dim_capsule, routings=Routings, share_weights=True)(x)
28 capsule = Flatten()(capsule)
29 x = Dense(1000)(capsule)

~/anaconda3/lib/python3.7/site-packages/keras/engine/base_layer.py in call(self, inputs, **kwargs)
487 # Actually call the layer,
488 # collecting output(s), mask(s), and shape(s).
--> 489 output = self.call(inputs, **kwargs)
490 output_mask = self.compute_mask(inputs, previous_mask)
491

~/ZDY/2018-daguan-competition-master/biGruModel/glove/util.py in call(self, u_vecs)
95 outputs = self.activation(K.batch_dot(c, u_hat_vecs, [2, 2]))
96 if i < self.routings - 1:
---> 97 b = K.batch_dot(outputs, u_hat_vecs, [2, 2])
98
99 return outputs

~/anaconda3/lib/python3.7/site-packages/keras/backend/tensorflow_backend.py in batch_dot(x, y, axes)
1497 str(x_shape) + ' and ' + str(y_shape) +
1498 ' with axes=' + str(axes) + '. x.shape[%d] != '
-> 1499 'y.shape[%d] (%d != %d).' % (axes[0], axes[1], d1, d2))
1500
1501 # backup ndims. Need them later.

ValueError: Can not do batch_dot on inputs with shapes (None, 10, 10, 16) and (None, 10, None, 16) with axes=[2, 3]. x.shape[2] != y.shape[3] (10 != 16).

是不是keras版本不对？

ZhengDanYang1 · 2019-12-03T03:20:35Z

谢谢，我尝试一下。

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rnncapsule出现了一些问题。 #1

rnncapsule出现了一些问题。 #1

在运行rnncapsule时出现了以下报错。

rnncapsule出现了一些问题。 #1

rnncapsule出现了一些问题。 #1

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在运行rnncapsule时出现了以下报错。

在运行rnncapsule时出现了以下报错。