Occupancy is a means, and treating it as the goal makes kernels slower

Occupancy measures resident warps. Use a scheduler trace, a resource budget and a grid-wave calculation to decide whether more residency could help. Compare the resulting runtime and traffic; register caps can introduce spills.

16 MIN · PLUS