MetaKernelBench: Measuring GPU Kernel Knowledge Transfer Beyond Code

Xueyi Chen, Shiyu Liu, Xin Jin +5

Recent GPU kernel optimization agents retain what they learn in knowledge bases or as distilled skills. Kernel benchmarks score each attempt's implementation for correctness and sp…