DataKernelBench introduces a benchmark for testing LLMs on translating SQL into CUDA or Triton kernels for GPU-accelerated database workloads, reporting up to a 2.11× CUDA speedup over the TorchPlan baseline on an H100 with…

#DataKernelBench #GPU #AIInfra #LLMs
https://arxiv.org/abs/2608.25061