MindSpore is Huawei's open-source and self-developed AI framework, supporting deep learning training and inference across end, edge, and cloud scenarios, applied in fields such as computer vision and natural language processing. It features general-purpose automatic differentiation based on source code conversion, automatic implementation of distributed parallel training, data processing, and graph execution engine functionality. The framework is open-source and suitable for data scientists and algorithm engineers.