MindSpore | All-Scenario AI Framework

昇思MindSpore

4 | 175 | 0
Type:
Open Source Projects
Last Updated:
2025/07/08
Description:
Huawei's open-source AI framework MindSpore. Automatic differentiation and parallelization, one training, multi-scenario deployment. Deep learning training and inference framework supporting all scenarios of the end-side cloud, mainly used in computer vision, natural language processing and other AI fields, for data scientists, algorithm engineers and other people.
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Tool Overview

MindSpore is an all-scenario AI framework developed by Huawei, designed to provide developers and data scientists with a friendly and efficient AI development experience. It supports various processor architectures and is optimized for Huawei's Ascend AI processors. Key features include automatic differentiation, automatic distributed parallel training, data processing, and a graph execution engine. MindSpore is ideal for building AI applications in areas such as computer vision, natural language processing, and AI for Science (AI4S). The framework promotes a thriving AI software and hardware ecosystem through community collaboration and open-source contributions.

Key Features:

  • Automatic Differentiation: Simplifies the training of neural networks.
  • Distributed Training: Built-in parallel capabilities for large model training.
  • AI4S Fusion: Optimizes hardware utilization for scientific computing.
  • Easy Deployment: Supports rapid deployment across various scenarios.

Explore the capabilities of MindSpore and contribute to the future of AI development!

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