AIPerf: LLM Inference Benchmarking at Scale

AIPerf is a benchmarking tool developed by NVIDIA for evaluating large language model inference performance at scale. It addresses the challenge of determining whether an LLM deployment is performing optimally by providing systematic performance measurement capabilities. The tool helps developers assess inference speed and efficiency when deploying models in production environments.