ZhiYuan Research Institute has released the open source AI hardware evaluation engine FlagPerf v1.0. FlagPerf evaluation metrics include functional correctness, performance, resource usage, and ecosystem compatibility, supporting various training frameworks and inference engines. Multiple testing environments rigorously evaluate the participating code to ensure fair and just results. The testing code has been open-sourced, and the testing process and data are reproducible.