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.

Key Features of 昇思MindSpore

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

Use Cases for 昇思MindSpore

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