Shypd.aiThe largest open index of AI toolsMindSpore is an open-source deep learning framework that supports training and inference for mobile, edge, and cloud scenarios. It offers automatic differentiation and parallelization for efficient AI development.
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MindSpore is a new open-source deep learning training/inference framework designed for mobile, edge, and cloud scenarios. It provides a friendly development experience and efficient execution for data scientists and algorithmic engineers. The framework offers native support for Ascend AI processors and software-hardware co-optimization. A key differentiator is its automatic differentiation based on Source Transformation (ST), which supports complex control flow and enables static compilation optimization for great performance. MindSpore also features automatic parallelization, combining data, model, and hybrid parallelism to automatically select optimal distributed training strategies. It supports installation via pip, source code compilation, and Docker images across various hardware platforms including Ascend, GPU, and CPU.
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