MindSpore
MindSpore is an AI computing framework developed by Huawei, designed to enable ubiquitous AI by providing a unified training and inference framework for deployment across cloud, edge, and device scenarios. It offers an easy development experience with friendly design and efficient execution, making it ideal for data scientists and algorithm engineers. MindSpore supports native hardware optimization for Huawei's Ascend AI processors and also works with GPUs and CPUs. As an open-source project, it fosters community collaboration to advance the AI software/hardware ecosystem.
The framework excels in delivering distributed training capabilities, automatic parallelism, and hardware optimization, significantly reducing training time and enhancing inference performance. It also integrates AI with high-performance computing for scientific research, supporting large-scale model training, edge AI applications, and various AI tasks like computer vision and natural language processing.
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