Effective Model Sparsification by Scheduled Grow-and-Prune Methods

Xiaolong Ma, Minghai Qin, Fei Sun +7

Deep neural networks (DNNs) are effective in solving many real-world problems. Larger DNN models usually exhibit better quality (e.g., accuracy) but their excessive computation res…