FFT Convolutions are Faster than Winograd on Modern CPUs, Here is Why

Aleksandar Zlateski, Zhen Jia, Kai Li +1

Winograd-based convolution has quickly gained traction as a preferred approach to implement convolutional neural networks (ConvNet) on various hardware platforms because it require…