PCNN: Pattern-based Fine-Grained Regular Pruning towards Optimizing CNN Accelerators

Zhanhong Tan, Jiebo Song, Xiaolong Ma +8

Weight pruning is a powerful technique to realize model compression. We propose PCNN, a fine-grained regular 1D pruning method. A novel index format called Sparsity Pattern Mask (S…