MindSpore is an open source deep learning training/inference framework designed to provide an efficient and friendly development experience for data scientists and algorithmic engineers. It supports automatic differentiation of automatic control flow and can perform static compilation optimization on neural networks to achieve great performance. MindSpore also aims to further advance the development and enrichment of the AI software/hardware application ecosystem.