FastKernels: Benchmarking GPU Kernel Generation in Production

Gabriele Oliaro, Yichao Fu, Jaeseong Lee +8

LLM-based agents for GPU kernel generation are advancing rapidly, but the benchmarks they optimize against evaluate kernels in isolation, with synthetic inputs and weak baselines,…