The Definitive Guide to https://mindtorch.org/

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自动并行:融合了数据并行、算子级模型并行的分布式并行模式,可以自动建立代价模型,找到训练时间较短的并行策略,为用户选择合适的并行模式。仅支持在图模式下使用。

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数据并行:对数据进行切分的并行模式,一般按照batch维度切分,将数据分配到各个计算单元中,进行模型计算。

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PyTorch interface aid scope: MindTorch is at present largely tailored to PyTorch data processing and model composition Element of the code, currently entirely supports MindSpore's PYNATIVE mode instruction, Section of the community composition aid GRAPH mode schooling.

MindTorch is MindSpore tool for adapting the PyTorch interface, that is intended to make PyTorch code execute proficiently on Ascend with out switching the habits of the first PyTorch buyers.

Check with the User Tutorial, you are going to speedily get rolling and entire the transformation from PyTorch code, as well as get started with numerous Innovative optimization skills; More more than, For those who have needs for precision and overall performance tuning, remember to confer with the Debugging and Tuning https://mindtorch.org/ Guideline.

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