Michael Canesche

Enhancing the Power of Polyhedral-Based Optimizations with Coordinate-Based Hill Climbing

This paper describes our experience extending the polyhedral compiler Pluto with a lightweight, coordinate-wise hill-climbing tuner that adjusts numeric transformation parameters, such as tile sizes and thread-block dimensions, after Pluto selects the kernel's loop structure. To ensure fast convergence and escape local...