Learning Intermediate Representations using Graph Neural Networks for NUMA and Prefetchers Optimization

no code implementations • 1 Mar 2022 • Ali TehraniJamsaz, Mihail Popov, Akash Dutta, Emmanuelle Saillard, Ali Jannesari

This paper demonstrates how the static Intermediate Representation (IR) of the code can guide NUMA/prefetcher optimizations without the prohibitive cost of performance profiling.