KREX: Concurrent Kernel Benchmarking on Shared GPUs via Region-Granular Exclusivity

Tianyu Feng, Haoxuan Yu, Tianyuan Wu +8

LLM agents automate GPU kernel optimization by repeatedly composing candidates and measuring their duration on real GPUs. Existing systems preserve measurement fidelity by reservin…