Agentic Kernel Optimization: Generating State-of-the-Art GPU Kernels Without Hand-Written CUDA

Mao Luo, Hongbin Li, Feng Lin +2

We study whether general-purpose code agents can produce state-of-the-art GPU kernels without any manually written CUDA code. We investigate this question using representative work…