2 citations · 2 across the 1 of their papers we have counts for
2 papers
cs.LG2022★ 2 cited
GRANITE: A Graph Neural Network Model for Basic Block Throughput Estimation
Ondrej Sykora, Phitchaya Mangpo Phothilimthana, Charith Mendis +1
Analytical hardware performance models yield swift estimation of desired hardware performance metrics. However, developing these analytical models for modern processors with sophis…
cs.PF2020
A Learned Performance Model for Tensor Processing Units
Samuel J. Kaufman, Phitchaya Mangpo Phothilimthana, Yanqi Zhou +4
Accurate hardware performance models are critical to efficient code generation. They can be used by compilers to make heuristic decisions, by superoptimizers as a minimization obje…