2025
KernelBench: Can LLMs Write Efficient GPU Kernels?
ICML 2025poster
Efficient GPU kernels are crucial for building performant machine learning architectures, but writing them is a time-consuming challenge that requires significant expertise; therefore, we explore using language models (LMs) to automate kernel generation. We introduce **KernelBench**, an open-source…