HRBP: Hardware-friendly Regrouping towards Block-based Pruning for Sparse CNN Training

Haoyu Ma, Chengming Zhang 0006, Lizhi Xiang, Xiaolong Ma, Geng Yuan, Wenkai Zhang, Shiwei Liu 0003, Tianlong Chen 0001, Dingwen Tao, Yanzhi Wang, Zhangyang Wang, Xiaohui Xie. HRBP: Hardware-friendly Regrouping towards Block-based Pruning for Sparse CNN Training. In Yuejie Chi, Gintare Karolina Dziugaite, Qing Qu, Atlas Wang Wang, Zhihui Zhu, editors, Conference on Parsimony and Learning, Hongkong, China, 3-6 January 2024. Volume 234 of Proceedings of Machine Learning Research, pages 282-301, PMLR, 2024. [doi]

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