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MindTorch is MindSpore Device for adapting the PyTorch interface, which can be built to make PyTorch code carry out effectively on Ascend without changing the practices of the first PyTorch users.
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TorchVision interface guidance: MindTorch TorchVision is a pc vision Device library migrated from PyTorch's Formal implementation. It continues to utilize PyTorch's official api layout, and phone calls MindSpore operators for calculations to attain the exact same capabilities as the initial torchvision library.
PyTorch interface assist: MindTorch aims to guidance the original expression of PyTorch syntax, consumers just need to have to interchange import torch in PyTorch source code with import mindtorch.
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 support scope: MindTorch is at the moment generally adapted to PyTorch info processing and product structure A part of the code, at the moment absolutely supports MindSpore's PYNATIVE method schooling, Section of the community structure assistance GRAPH mode teaching.
MindTorch is MindSpore Software for adapting the PyTorch interface, which can be intended to make PyTorch code complete proficiently on Ascend with no modifying the practices of the initial PyTorch people.
Seek advice from the Consumer Tutorial, you can promptly start out and complete the transformation from PyTorch code, in addition https://mindtorch.org/ to start with a variety of Sophisticated optimization abilities; More more than, When you have needs for precision and functionality tuning, you should seek advice from the Debugging and Tuning Guideline.
MSAdapter is really a MindSpore ecological adaptation Instrument, which speedily migrates 3-bash framework code like PyTorch/JAX towards the MindSpore ecosystem with out altering the user's initial usage behavior, serving to consumers proficiently make use of the Ascend computing electricity in the China Computing Web.