DataKernelBench: Can LLMs Optimize Database Queries on GPUs?

Gokul Karthik Kumar, Yotam Perlitz, Corey Lammie +2

GPUs increasingly accelerate database systems, but query-specific peak performance still often relies on hand-written kernels. Existing LLM kernel benchmarks focus on machine learn…