HAOTuner: A Hardware Adaptive Operator Auto-Tuner for Dynamic Shape Tensor Compilers

Author:

Mu Pengyu1ORCID,Liu Yi2ORCID,Wang Rui1ORCID,Liu Guoxiang2ORCID,Sun Zhonghao2,Yang Hailong2ORCID,Luan Zhongzhi2,Qian Depei2ORCID

Affiliation:

1. Hangzhou Innovation Institute, Beihang University, Hangzhou, China

2. School of Computer Science and Engineering, Beihang University, Beijing, China

Funder

National Key R&D Program of China

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

Reference32 articles.

1. Packing: Towards 2x NLP BERT acceleration;kosec,2021

2. BERT: Pre-training of deep bidirectional transformers for language understanding;devlin;Proc Conf North Amer Chapter Assoc Comput Linguistics Hum Lang Technol,2019

3. OpenBLAS: An optimized BLAS library,2021

4. DietCode: Automatic optimization for dynamic tensor programs;zheng;Proc Mach Learn Syst,2022

5. Chameleon: Adaptive code optimization for expedited deep neural network compilation;ahn;Proc 8th Int Conf Learn Representations,2020

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