Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity

Matteo Grimaldi, Darshan C. Ganji, Ivan Lazarevich +1

The demand for efficient processing of deep neural networks (DNNs) on embedded devices is a significant challenge limiting their deployment. Exploiting sparsity in the network's fe…