MLIR

Multi-Level IR Compiler Framework

MLIR Related Publications

Publications

About MLIR and MLIR Components

  • MLIR: Scaling Compiler Infrastructure for Domain Specific Computation - Chris Lattner, Mehdi Amini, Uday Bondhugula, Albert Cohen, Andy Davis, Jacques Pienaar, River Riddle, Tatiana Shpeisman, Nicolas Vasilache, Oleksandr Zinenko - In proceedings of 2021 IEEE/ACM International Symposium on Code Generation and Optimization (CGO) - pp. 2-14 - A preprint is available on arXiv , see FAQ for citation how-to.
  • The Deep Learning Compiler: A Comprehensive Survey - Li, Mingzhen, Yi Liu, Xiaoyan Liu, Qingxiao Sun, Xin You, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, and Depei Qian. “The deep learning compiler: A comprehensive survey.” IEEE Transactions on Parallel and Distributed Systems 32, no. 3 (2020): 708-727.

Using MLIR