昇思MindSpore

What is 昇思MindSpore?

昇思MindSpore is a full-scenario AI framework developed by Huawei. It is an open-source deep learning framework that supports automatic differentiation and parallel processing, enabling training once and deployment across multiple scenarios. It supports deep learning training and inference in edge, cloud, and device scenarios, and is mainly used in AI fields such as computer vision and natural language processing. It is designed for data scientists and algorithm engineers and features source code transformation-based automatic differentiation, automatic distributed parallel training, data processing, and a graph execution engine. The framework is open source, fostering an AI development ecosystem.

How to use 昇思MindSpore?

To use 昇思MindSpore, you can install it via Pip, Conda, Source, or Docker. The website provides installation guides and tutorials for learning the framework. You can explore various modules, toolkits, and model zoos for different AI tasks. The community offers forums and Gitee for support and collaboration.

昇思MindSpore’s Core Features

Automatic differentiation Automatic distributed parallel training Support for edge, cloud, and device scenarios Model zoos and toolkits for various AI tasks

昇思MindSpore’s Use Cases

• Computer vision applications
• Natural language processing tasks
• Scientific computing
• AI-driven simulations (e.g., fluid dynamics, electromagnetics)
• Quantum computing research