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0bb558716a
Summary:
rename model_helpers to brew. This is a big diff now. I did these things:
1. replace model_helpers with brew:
find . -type f -exec sed -i 's/model_helpers/brew/g' {} +
2. rename model_helpers.py and model_helpers_test.py
3. rename ModelHelpersTest to BrewTest
4. lowercase all the helper functions to distinguish them from single op
5. run my unittests
6. run converge tests
Reviewed By: salexspb
Differential Revision: D4930465
fbshipit-source-id: f420a1b03238df1cbe9f4426e0b9c43a12119661
37 lines
1.1 KiB
Python
37 lines
1.1 KiB
Python
## @package nonlinearity
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# Module caffe2.python.helpers.nonlinearity
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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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from caffe2.python import core
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def prelu(model, blob_in, blob_out, num_channels=1, slope_init=None,
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**kwargs):
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"""PRelu"""
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slope_init = (
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slope_init if slope_init else ('ConstantFill', {'value': 0.25}))
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if model.init_params:
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slope = model.param_init_net.__getattr__(slope_init[0])(
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[],
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blob_out + '_slope',
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shape=[num_channels],
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**slope_init[1]
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)
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else:
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slope = core.ScopedBlobReference(
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blob_out + '_slope', model.param_init_net)
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model.params.extend([slope])
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return model.net.PRelu([blob_in, slope], [blob_out])
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def relu(model, blob_in, blob_out, use_cudnn=False, order="NCHW", **kwargs):
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"""Relu."""
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if use_cudnn:
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kwargs['engine'] = 'CUDNN'
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return model.net.Relu(blob_in, blob_out, order=order, **kwargs)
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