Search Results for author: Luyao Ren

Found 1 papers, 1 papers with code

Reliability Assurance for Deep Neural Network Architectures Against Numerical Defects

1 code implementation13 Feb 2023 Linyi Li, Yuhao Zhang, Luyao Ren, Yingfei Xiong, Tao Xie

To assure high reliability against numerical defects, in this paper, we propose the RANUM approach including novel techniques for three reliability assurance tasks: detection of potential numerical defects, confirmation of potential-defect feasibility, and suggestion of defect fixes.

Cannot find the paper you are looking for? You can Submit a new open access paper.