layer.py 文件源码

python
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项目:deep_srl 作者: luheng 项目源码 文件源码
def connect(self, inputs):
    features = [None] * self.num_feature_types
    for i in range(self.num_feature_types):
      indices = inputs[:,:,i].flatten()
      proj_shape = [inputs.shape[0], inputs.shape[1], self.embedding_shapes[i][1]]
      features[i] = self.embeddings[i][indices].reshape(proj_shape)

    if self.num_feature_types == 1:
      return features[0]
    return tensor.concatenate(features, axis=2)
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