RegDem: Increasing GPU Performance via Shared Memory Register Spilling

Putt Sakdhnagool, Amit Sabne, Rudolf Eigenmann

GPU utilization, measured as occupancy, is limited by the parallel threads' combined usage of on-chip resources, such as registers and the programmer-managed shared memory. Higher…