What Does https://mindtorch.org/ Mean?
What Does https://mindtorch.org/ Mean?
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方式一：采用即时编译装饰器jit，使能部分函数粒度表达模块以静态图模式执行。
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MindTorch is MindSpore Software for adapting the PyTorch interface, which happens to be created to make PyTorch code perform successfully on Ascend without the need of changing the habits of the original PyTorch customers.
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PyTorch interface help: MindTorch aims to aid the original expression of PyTorch syntax, customers just need to interchange import torch in PyTorch supply 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。
动态图模式下，程序按照代码的编写顺序执行，在执行正向过程中根据反向传播的原理，动态生成反向执行图。动态图模式方便编写和调试神经网络模型。
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PyTorch interface assist scope: MindTorch is currently mainly tailored to PyTorch facts processing and model composition part of the code, presently absolutely supports MindSpore's PYNATIVE method education, Element of the community construction aid GRAPH manner instruction.
MindTorch is MindSpore Device for adapting the PyTorch interface, which can be built to make PyTorch code accomplish competently on Ascend with no switching the behavior of the original PyTorch people.
Make reference to the Person Guideline, you might immediately start and complete the transformation from PyTorch code, and start with numerous Innovative optimization abilities; Far more above, In case you have needs for precision and https://mindtorch.org/ overall performance tuning, remember to make reference to the Debugging and Tuning Guidebook.
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