Optimizing DNNs With Partially Equivalent Transformations and Automated Corrections

Author:

Wang Haojie1ORCID,Zhai Jidong1ORCID,Gao Mingyu2ORCID,Zhang Feng3ORCID,Wang Tuowei1ORCID,Ma Zixuan1ORCID,Tang Shizhi1ORCID,Zheng Liyan1ORCID,Wang Wen4ORCID,Rong Kaiyuan1ORCID,Chen Yuanyong1ORCID,Jia Zhihao5

Affiliation:

1. Department of Computer Science and Technology, Tsinghua University, Beijing, China

2. Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, China

3. Key Laboratory of Data Engineering and Knowledge Engineering (MOE), School of Information, Renmin University of China, Beijing, China

4. Department of AI Computing, Peng Cheng Laboratory, Shenzhen, China

5. Department of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA

Funder

National Key R&D Program of China

NSFC for Distinguished Young Scholar

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computational Theory and Mathematics,Hardware and Architecture,Theoretical Computer Science,Software

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5. Learning to optimize tensor programs;chen;Proc Adv Neural Inf Process Syst 31,0

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