Full-stack optimization for accelerating CNNs using powers-of-two weights with FPGA validation

Bradley McDanel, Sai Qian Zhang, H. T. Kung, Xin Dong. Full-stack optimization for accelerating CNNs using powers-of-two weights with FPGA validation. In Rudolf Eigenmann, Chen Ding, Sally A. McKee, editors, Proceedings of the ACM International Conference on Supercomputing, ICS 2019, Phoenix, AZ, USA, June 26-28, 2019. pages 449-460, ACM, 2019. [doi]

Abstract

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