Algorithm to Compilation Co-design: An Integrated View of Neural Network Sparsity

Fu-Ming Guo, Austin Huang

Reducing computation cost, inference latency, and memory footprint of neural networks are frequently cited as research motivations for pruning and sparsity. However, operationalizi…