DataKernelBench: LLMs optimize database queries on GPUs by translating SQL to TorchPlan programs

arXiv:2608.25061v1 Announce Type: new Abstract: GPUs increasingly accelerate database systems, but query-specific peak performance still often relies on hand-written kernels. Existing LLM kernel benchmarks focus on...