mindspore.nn.PipelineCell

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class mindspore.nn.PipelineCell(network, micro_size)[source]

Slice MiniBatch into finer-grained MicroBatch for use in pipeline-parallel training.

Note

micro_size must be greater or equal to pipeline stages.

Parameters

  • network (Cell) – The target network to wrap.

  • micro_size (int) – MicroBatch size.

Supported Platforms:

Ascend GPU

Examples

>>> import mindspore.nn as nn
>>> # Define the network structure of LeNet5. Refer to
>>> # https://gitee.com/mindspore/docs/blob/master/docs/mindspore/code/lenet.py
>>> net = LeNet5()
>>> net = nn.PipelineCell(net, 4)