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Summary: cuDNN versions of dropout and LRN (for native fp16 support), port of Caffe's max pooling algo that uses an explicit mask to store locations (also supports fp16 storage) Closes https://github.com/caffe2/caffe2/pull/396 Reviewed By: akyrola Differential Revision: D4990880 Pulled By: asaadaldien fbshipit-source-id: a716acffb656843e9b31e3e6808bd2d8aa959d03
15 lines
445 B
Python
15 lines
445 B
Python
## @package dropout
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# Module caffe2.python.helpers.dropout
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from __future__ import absolute_import
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from __future__ import division
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from __future__ import print_function
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from __future__ import unicode_literals
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def dropout(model, blob_in, blob_out, use_cudnn=False, **kwargs):
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"""dropout"""
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if use_cudnn:
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kwargs['engine'] = 'CUDNN'
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return model.net.Dropout(
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blob_in, [blob_out, "_" + blob_out + "_mask"], **kwargs)[0]
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