Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity

Cong Guo, Bo Yang Hsueh, Jingwen Leng +7

Network pruning can reduce the high computation cost of deep neural network (DNN) models. However, to maintain their accuracies, sparse models often carry randomly-distributed weig…