Exploring the Regularity of Sparse Structure in Convolutional Neural Networks

Huizi Mao, Song Han, Jeff Pool +4

Sparsity helps reduce the computational complexity of deep neural networks by skipping zeros. Taking advantage of sparsity is listed as a high priority in next generation DNN accel…