Hierarchical Block Sparse Neural Networks

Dharma Teja Vooturi, Dheevatsa Mudigere, Sasikanth Avancha

Sparse deep neural networks(DNNs) are efficient in both memory and compute when compared to dense DNNs. But due to irregularity in computation of sparse DNNs, their efficiencies ar…