This Recommendation provides a comprehensive performance evaluation framework for artificial intelligence cloud platform. It covers the overview of the evaluation framework, configuration specification, workloads, metrics, requirements on evaluation results and evaluation suggestions. It can be a unified guideline for developers, users, third-party test agency, and researchers to analyse and access the performance of AI cloud platforms.

Title adjusted, SCN 2024-02-13