MindSpore is Huawei's open-source, self-developed AI framework. With automatic differentiation and parallelization capabilities, it enables multi-scenario deployment with a single training. It's a deep learning training and inference framework supporting full-scenario deployments across edge, cloud, and end devices. It's primarily used in AI fields like computer vision and natural language processing, targeting data scientists and algorithm engineers. Key features include source-based conversion for general automatic differentiation, automatic implementation of distributed parallel training, data processing, and graph execution engine.