Before revision:  We have implemented several variants of our algorithm on  CPU and GPU processors. On CPU , our algorithm uses much less memory than im2col and in most cases is also faster .
After revision:  We have implemented several variants of our algorithm on CPU , our algorithm uses much less memory than im2col and in most cases is also faster .