Im2win: Memory Efficient Convolution On SIMD Architectures

Shuai Lu, Jun Chu, Xu T. Liu

Convolution is the most expensive operation among neural network operations, thus its performance is critical to the overall performance of neural networks. Commonly used convoluti…