no code implementations • 5 Jan 2021 • Yichen Yang, Phitchaya Mangpo Phothilimtha, Yisu Remy Wang, Max Willsey, Sudip Roy, Jacques Pienaar
However, we observe that existing approaches for tensor graph superoptimization both in production and research frameworks apply substitutions in a sequential manner.
no code implementations • 25 Feb 2020 • Chris Lattner, Mehdi Amini, Uday Bondhugula, Albert Cohen, Andy Davis, Jacques Pienaar, River Riddle, Tatiana Shpeisman, Nicolas Vasilache, Oleksandr Zinenko
This work presents MLIR, a novel approach to building reusable and extensible compiler infrastructure.