KernelBrain: Coarse-to-Fine, Budget-Aware Search for Agentic GPU Kernel Optimization

Shuai Che, Gang Peng

Automating GPU kernel optimization remains difficult in practice: generated variants can violate correctness constraints, runtime measurements are noisy, and search often stalls ea…