Static PTX Metrics Track Structural Kernel Regressions but Miss Semantic Ones

Dipankar Sarkar

We pair each GPU kernel's static PTX metrics (registers, spills, instruction count) with CUDA-event-timed runtime on five GPU classes: RTX 3060, A10, L40S, A100 SXM4, and H100 NVL.…