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Understanding Bugs in Multi-Language Deep Learning Frameworks

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成果类型:
会议论文
作者:
Li, Zengyang;Wang, Sicheng;Wang, Wenshuo;Liang, Peng;Mo, Ran;...
通讯作者:
Liang, P
作者机构:
[Wang, Wenshuo; Li, Zengyang; Wang, Sicheng; Mo, Ran] Cent China Normal Univ, Sch Comp Sci, Wuhan, Peoples R China.
[Wang, Wenshuo; Li, Zengyang; Wang, Sicheng; Mo, Ran] Cent China Normal Univ, Hubei Prov Key Lab Artificial Intelligence & Smar, Wuhan, Peoples R China.
[Liang, Peng; Li, Bing] Wuhan Univ, Sch Comp Sci, Wuhan, Peoples R China.
[Liang, Peng] Wuhan Univ, Sch Comp Sci, Wuhan, Peoples R China.
通讯机构:
[Liang, P ]
Wuhan Univ, Sch Comp Sci, Wuhan, Peoples R China.
语种:
英文
关键词:
Deep Learning Framework;Bug;Multiple-Programming-Language Software System;Empirical Study
期刊:
International Workshop on Program Comprehension. Proceedings
ISSN:
1530-1583
年:
2023
页码:
328-338
会议名称:
31st IEEE/ACM International Conference on Program Comprehension (ICPC)
会议论文集名称:
International Conference on Program Comprehension
会议时间:
MAY 15-16, 2023
会议地点:
Melbourne, AUSTRALIA
会议主办单位:
[Li, Zengyang;Wang, Sicheng;Wang, Wenshuo;Mo, Ran] Cent China Normal Univ, Sch Comp Sci, Wuhan, Peoples R China.^[Li, Zengyang;Wang, Sicheng;Wang, Wenshuo;Mo, Ran] Cent China Normal Univ, Hubei Prov Key Lab Artificial Intelligence & Smar, Wuhan, Peoples R China.^[Liang, Peng;Li, Bing] Wuhan Univ, Sch Comp Sci, Wuhan, Peoples R China.
出版地:
10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA
出版者:
IEEE COMPUTER SOC
ISBN:
979-8-3503-3750-1
基金类别:
Natural Science Foundation of Hubei Province of China [2021CFB577]; National Natural Science Foundation of China [62002129, 62172311]; Knowledge Innovation Program of Wuhan-Shuguang Project [2022010801020280]
机构署名:
本校为第一机构
院系归属:
计算机学院
摘要:
Deep learning frameworks (DLFs) have been playing an increasingly important role in this intelligence age since they act as a basic infrastructure for an increasingly wide range of AI-based applications. Meanwhile, as multi-programming-language (MPL) software systems, DLFs are inevitably suffering from bugs caused by the use of multiple programming languages (PLs). Hence, it is of paramount significance to understand the bugs (especially the bugs involving multiple PLs, i.e., MPL bugs) of DLFs, which can provide a foundation for preventing, detecting, and resolving bugs in the development of D...

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