High Performance Convolution Using Sparsity and Patterns for Inference in Deep Convolutional Neural Networks

Hossam Amer, Ahmed H. Salamah, Ahmad Sajedi +1

Deploying deep Convolutional Neural Networks (CNNs) is impacted by their memory footprint and speed requirements, which mainly come from convolution. Widely-used convolution algori…