昇思MindSpore是华为推出的适用端边云场景的新型开源全场景深度学习框架,昇思MindSpore具备强大的分布式训练能力,内置多种并行策略,简化大模型开发。昇思MindSpore与昇腾处理器深度适配,充分发挥硬件性能,缩短训练时间并提升推理效率。昇思MindSpore支持AI与高性能计算(HPC)融合,满足AI for Science场景需求。昇思MindSpore生态丰富,提供开源项目、案例和SOTA模型,方便开发者快速上手和应用。
All-scenario AI framework: Supports rapid deployment across cloud, edge, and device, and works on multiple hardware platforms including Ascend, GPU, and CPU.
Distributed training: Built-in parallel capabilities with an easy-to-use configuration interface for large model distributed strategies, enabling efficient large-scale training.
AI4S converged computing framework: Supports end-to-end programmable AI + HPC, meeting heterogeneous parallel acceleration needs for AI for Science scenarios.
Hardware potential unleashed: Unified static and dynamic programming that perfectly matches Ascend processors, helping developers shorten training time and boost inference performance.
Installation and usage: Provides detailed setup guides and commands, supporting multiple hardware platforms.
Cloud platform support: Offers cloud platform support to help users quickly create and deploy models, and manage the full AI workflow lifecycle.
Ecosystem resources: Provides open-source projects, case collections, SOTA models, and derived tools, supporting domain-specific suites such as NLP, CV, and Audio.