Automated Detection and Repair of Floating-point Precision Problems in Convolutional Neural Network Operators.

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Bibliographic Details
Title: Automated Detection and Repair of Floating-point Precision Problems in Convolutional Neural Network Operators.
Authors: Liu, Jiawei1, jw.liu@smail.nju.edu.cn, Zhang, Xufan2, zhangxufan@smail.nju.edu.cn, Xu, Lurong3, xulurong1@hisilicon.com, Fang, Chunrong1, fangchunrong@nju.edu.cn, Gu, Mingzheng2, MF21320043@smail.nju.edu.cn, Luo, Weisi3, luoweisi@huawei.com, Chai, Dong3, chaidong@hisilicon.com, Wang, Jiang3, jiang.wang@hisilicon.com, Zhao, Zhihong2, zhaozhih@nju.edu.cn, Chen, Zhenyu1, zychen@nju.edu.cn
Source: ACM Transactions on Software Engineering & Methodology; Sep2025, Vol. 34 Issue 7, p1-32, 32p
Database: Applied Science & Technology Source
Description
ISSN:1049331X
DOI:10.1145/3715104