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Summary: There is a module called `2to3` which you can target for future specifically to remove these, the directory of `caffe2` has the most redundant imports: ```2to3 -f future -w caffe2``` Pull Request resolved: https://github.com/pytorch/pytorch/pull/45033 Reviewed By: seemethere Differential Revision: D23808648 Pulled By: bugra fbshipit-source-id: 38971900f0fe43ab44a9168e57f2307580d36a38
39 lines
924 B
Python
39 lines
924 B
Python
## @package pooling
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# Module caffe2.python.helpers.pooling
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## @package fc
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# Module caffe2.python.helpers.pooling
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def max_pool(model, blob_in, blob_out, use_cudnn=False, order="NCHW", **kwargs):
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"""Max pooling"""
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if use_cudnn:
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kwargs['engine'] = 'CUDNN'
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return model.net.MaxPool(blob_in, blob_out, order=order, **kwargs)
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def average_pool(model, blob_in, blob_out, use_cudnn=False, order="NCHW",
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**kwargs):
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"""Average pooling"""
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if use_cudnn:
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kwargs['engine'] = 'CUDNN'
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return model.net.AveragePool(
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blob_in,
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blob_out,
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order=order,
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**kwargs
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)
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def max_pool_with_index(model, blob_in, blob_out, order="NCHW", **kwargs):
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"""Max pooling with an explicit index of max position"""
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return model.net.MaxPoolWithIndex(
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blob_in,
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[blob_out, blob_out + "_index"],
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order=order,
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**kwargs
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)[0]
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