1、相比之前实现的版本:https://github.com/XifengGuo/CapsNet-Keras ,我的版本是纯Keras实现的(原来是半Keras半tensorflow);
2、通过K.local_conv1d函数替代了K.map_fn提升了好几倍的速度,这是因为K.map_fn并不会自动并行,要并行的话需要想办法整合到一个矩阵运算;
3、其次我通过K.conv1d实现了共享参数版的;
4、代码要在Keras 2.1.0以上版本运行。
This project forked from bojone/capsule
A Capsule Implement with Pure Keras
1、相比之前实现的版本:https://github.com/XifengGuo/CapsNet-Keras ,我的版本是纯Keras实现的(原来是半Keras半tensorflow);
2、通过K.local_conv1d函数替代了K.map_fn提升了好几倍的速度,这是因为K.map_fn并不会自动并行,要并行的话需要想办法整合到一个矩阵运算;
3、其次我通过K.conv1d实现了共享参数版的;
4、代码要在Keras 2.1.0以上版本运行。
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