OSDI ’20 - Ansor: Generating High-Performance Tensor Programs for Deep Learning

Ansor: Generating High-Performance Tensor Programs for Deep Learning Lianmin Zheng, UC Berkeley; Chengfan Jia, Minmin Sun, and Zhao Wu, Alibaba Group; Cody Hao Yu, Amazon Web Services; Ameer Haj-Ali, UC Berkeley; Yida Wang, Amazon Web Services; Jun Yang, Alibaba Group; Danyang Zhuo, UC Berkeley and Duke University; Koushik Sen, Joseph E. Gonzalez, and Ion Stoica, UC Berkeley High-performance tensor programs are crucial to guarantee efficient execution of deep neural networks. However, obtaining performant