Exploring the Performance Improvement of Tensor Processing Engines through Transformation in the Bit-weight Dimension of MACs

Qizhe Wu, Huawen Liang, Yuchen Gui, Zhichen Zeng 0002, Zerong He, Linfeng Tao, Xiaotian Wang, Letian Zhao, Zhaoxi Zeng, Wei Yuan, Wei Wu, Xi Jin 0002. Exploring the Performance Improvement of Tensor Processing Engines through Transformation in the Bit-weight Dimension of MACs. In IEEE International Symposium on High Performance Computer Architecture, HPCA 2025, Las Vegas, NV, USA, March 1-5, 2025. pages 685-700, IEEE, 2025. [doi]

Abstract

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