sequence_encoders.py 文件源码

def build_model(self, x):
        pooled_tensors = []
        for filter_size in self.filter_sizes:
            x_i = Conv1D(self.num_filters, filter_size, activation='elu', **self.conv_kwargs)(x)
            x_i = GlobalMaxPooling1D()(x_i)
            pooled_tensors.append(x_i)

        x = pooled_tensors[0] if len(self.filter_sizes) == 1 else concatenate(pooled_tensors, axis=-1)
        return x