Efficient Winograd or Cook-Toom Convolution Kernel Implementation on Widely Used Mobile CPUs

Partha Maji, Andrew Mundy, Ganesh Dasika +3

The Winograd or Cook-Toom class of algorithms help to reduce the overall compute complexity of many modern deep convolutional neural networks (CNNs). Although there has been a lot…