Spatial-Winograd Pruning Enabling Sparse Winograd Convolution

Jiecao Yu, Jongsoo Park, Maxim Naumov

Deep convolutional neural networks (CNNs) are deployed in various applications but demand immense computational requirements. Pruning techniques and Winograd convolution are two ty…