Flexible and Efficient Convolutional Acceleration on Unified Hardware Using the Two-Stage Splitting Method and Layer-Adaptive Allocation of 1-D/2-D Winograd Units

Chen Yang 0005, Yaoyao Yang, Yishuo Meng, Kaibo Huo, Siwei Xiang, Jianfei Wang, Li Geng. Flexible and Efficient Convolutional Acceleration on Unified Hardware Using the Two-Stage Splitting Method and Layer-Adaptive Allocation of 1-D/2-D Winograd Units. IEEE Trans. on CAD of Integrated Circuits and Systems, 43(3):919-932, March 2024. [doi]

Abstract

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