Accelerating Sparse DNNs Based on Tiled GEMM

Cong Guo, Fengchen Xue, Jingwen Leng +5

Network pruning can reduce the computation cost of deep neural network (DNN) models. However, sparse models often produce randomly-distributed weights to maintain accuracy, leading…