Search Results for author: Kaiming Ouyang

Found 1 papers, 0 papers with code

FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks

no code implementations27 Mar 2020 Kai Zhao, Sheng Di, Sihuan Li, Xin Liang, Yujia Zhai, Jieyang Chen, Kaiming Ouyang, Franck Cappello, Zizhong Chen

(1) We propose several systematic ABFT schemes based on checksum techniques and analyze their fault protection ability and runtime thoroughly. Unlike traditional ABFT based on matrix-matrix multiplication, our schemes support any convolution implementations.

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