Ian Colbert

Generating GPU Compiler Heuristics using Reinforcement Learning

2021 · arXiv (Cornell University)

GPU compilers are complex software programs with many optimizations specific to target hardware. These optimizations are often controlled by heuristics hand-designed by compiler experts using time- and resource-intensive processes. In this paper, we developed a …