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https://github.com/zebrajr/pytorch.git
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2c3071fc4e
Summary: Changed tests Moved to WeightInitializer, BiasInitializer keywords Closes https://github.com/caffe2/caffe2/pull/682 Reviewed By: Yangqing Differential Revision: D5138769 Pulled By: salexspb fbshipit-source-id: 81d266100b2a95c64c0196c16670dfd34ea03e02
33 lines
1.1 KiB
Python
33 lines
1.1 KiB
Python
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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import unittest
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from caffe2.python import brew, model_helper
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from caffe2.python.modeling.initializers import Initializer
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class InitializerTest(unittest.TestCase):
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def test_fc_initializer(self):
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model = model_helper.ModelHelper(name="test")
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data = model.net.AddExternalInput("data")
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fc1 = brew.fc(model, data, "fc1", dim_in=1, dim_out=1)
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# no operator name set, will use default
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fc2 = brew.fc(model, fc1, "fc2", dim_in=1, dim_out=1,
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WeightInitializer=Initializer)
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# no operator name set, will use custom
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fc3 = brew.fc(model, fc2, "fc3", dim_in=1, dim_out=1,
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WeightInitializer=Initializer,
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weight_init=("ConstantFill", {}),
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)
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# operator name set, no initializer class set
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fc4 = brew.fc(model, fc3, "fc4", dim_in=1, dim_out=1,
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WeightInitializer=None,
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weight_init=("ConstantFill", {})
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)
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