CUDABench: Benchmarking LLMs for Text-to-CUDA Generation

Jiace Zhu, Wentao Chen, Qi Fan +6

Recent studies have demonstrated the potential of Large Language Models (LLMs) in generating GPU Kernels. Current benchmarks focus on the translation of high-level languages into C…