What is 昇思MindSpore?

MindSpore is Huawei's open-source deep learning training and inference framework, supporting full-scenario deployment across devices, edge, and cloud. It is mainly applied in AI fields such as computer vision and natural language processing, targeting data scientists, algorithm engineers, and other professionals. The framework features source-code-transformation-based universal automatic differentiation, automatic distributed parallel training, data processing, and a graph execution engine.

How to use 昇思MindSpore?

Users can obtain installation commands from the official website, supporting multiple environment configurations. After installation, they can access cloud platforms (such as ModelArts and Qizhi AI Collaboration Platform) to quickly create and deploy models. Quick start tutorials are provided, covering common tasks such as image classification and sentiment analysis, along with large model platform courses and practical training.

Core features of 昇思MindSpore

Source-code-transformation-based universal automatic differentiation
Automatic distributed parallel training
Data processing and graph execution engine
Supports full-scenario deployment across devices, edge, and cloud
Built-in multiple parallel capabilities required for large model training
AI4S integrated computing framework, unleashing the ultimate potential of hardware