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
