OSDI '23 - EINNET: Optimizing Tensor Programs with Derivation-Based Transformations

OSDI '23 - EINNET: Optimizing Tensor Programs with Derivation-Based Transformations

Liyan Zheng, Tsinghua University, Haojie Wang, Tsinghua University, Jidong Zhai, Tsinghua University, Muyan Hu, Tsinghua University, Zixuan Ma, Tsinghua University, Tuowei Wang, Tsinghua University, Shuhong Huang, Tsinghua University, Xupeng Miao, Carnegie Mellon University, Shizhi Tang, Tsinghua University, Kezhao Huang, Tsinghua University, Zhihao Jia, Carnegie Mellon University

Boosting the execution performance of deep neural networks (DNNs) is critical due to their wide adoption in real-world applications. However, existing approaches to optimizing …

carnegie mellon carnegie mellon university mellon tang tensor tsinghua university university wang