MLKAPS: Machine Learning and Adaptive Sampling for HPC Kernel Auto-tuning
This paper presents MLKAPS, a tool that generates decision trees that tune HPC kernels' design parameters to achieve efficient performance for any user input automatically using machine learning and adaptive sampling techniques.
Apr 15, 2025
MLKAPS
Input-Aware auto-tuning framework.
Apr 15, 2025