mirror of
https://github.com/zebrajr/pytorch.git
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2c8b41e3f3
Summary: Adding add_weight_decay and image_input to brew module & remove `getWeights` and `getBias` from CNNModelHelper With fbgs `useWeights`, the results show that noone but add_weight_decay is using this function. I checked with oculus people, their getWeights is a different function. kennyhorror Please notice whether this is going to affect you :) Reviewed By: salexspb Differential Revision: D4945392 fbshipit-source-id: 4ef350fd81dd40a91847e9f3ebc5421eb564df32
28 lines
937 B
Python
28 lines
937 B
Python
## @package tools
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# Module caffe2.python.helpers.tools
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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 image_input(
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model, blob_in, blob_out, order="NCHW", use_gpu_transform=False, **kwargs
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):
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if order == "NCHW":
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if (use_gpu_transform):
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kwargs['use_gpu_transform'] = 1 if use_gpu_transform else 0
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# GPU transform will handle NHWC -> NCHW
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data, label = model.net.ImageInput(
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blob_in, [blob_out[0], blob_out[1]], **kwargs
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)
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pass
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else:
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data, label = model.net.ImageInput(
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blob_in, [blob_out[0] + '_nhwc', blob_out[1]], **kwargs
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)
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data = model.net.NHWC2NCHW(data, blob_out[0])
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else:
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data, label = model.net.ImageInput(blob_in, blob_out, **kwargs)
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return data, label
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