HPC-Bench: A Comprehensive Benchmark for High Performance Computing Codes
AI-generated summary HPC-Bench is a performance-grounded benchmark introduced to evaluate large language models as optimizers of computational kernels in realistic high-performance computing workloads. The benchmark includes 114 workloads across 16 high-performance computing computational motifs and provides an automated evaluation pipeline with correctness-gated metrics.