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114 lines
3.3 KiB
114 lines
3.3 KiB
# Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from __future__ import print_function
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import unittest
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import numpy as np
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from op_test import OpTest
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class TestExpandOpRank1(OpTest):
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def setUp(self):
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self.op_type = "expand"
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self.inputs = {'X': np.random.random(12).astype("float32")}
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self.attrs = {'expand_times': [2]}
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output = np.tile(self.inputs['X'], 2)
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self.outputs = {'Out': output}
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def test_check_output(self):
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self.check_output()
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def test_check_grad(self):
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self.check_grad(['X'], 'Out')
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class TestExpandOpRank2_Corner(OpTest):
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def setUp(self):
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self.op_type = "expand"
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self.inputs = {'X': np.random.random((12, 14)).astype("float32")}
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self.attrs = {'expand_times': [1, 1]}
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output = np.tile(self.inputs['X'], (1, 1))
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self.outputs = {'Out': output}
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def test_check_output(self):
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self.check_output()
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def test_check_grad(self):
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self.check_grad(['X'], 'Out')
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class TestExpandOpRank2(OpTest):
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def setUp(self):
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self.op_type = "expand"
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self.inputs = {'X': np.random.random((12, 14)).astype("float32")}
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self.attrs = {'expand_times': [2, 3]}
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output = np.tile(self.inputs['X'], (2, 3))
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self.outputs = {'Out': output}
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def test_check_output(self):
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self.check_output()
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def test_check_grad(self):
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self.check_grad(['X'], 'Out')
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class TestExpandOpRank3_Corner(OpTest):
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def setUp(self):
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self.op_type = "expand"
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self.inputs = {'X': np.random.random((2, 4, 5)).astype("float32")}
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self.attrs = {'expand_times': [1, 1, 1]}
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output = np.tile(self.inputs['X'], (1, 1, 1))
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self.outputs = {'Out': output}
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def test_check_output(self):
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self.check_output()
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def test_check_grad(self):
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self.check_grad(['X'], 'Out')
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class TestExpandOpRank3(OpTest):
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def setUp(self):
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self.op_type = "expand"
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self.inputs = {'X': np.random.random((2, 4, 5)).astype("float32")}
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self.attrs = {'expand_times': [2, 1, 4]}
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output = np.tile(self.inputs['X'], (2, 1, 4))
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self.outputs = {'Out': output}
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def test_check_output(self):
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self.check_output()
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def test_check_grad(self):
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self.check_grad(['X'], 'Out')
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class TestExpandOpRank4(OpTest):
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def setUp(self):
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self.op_type = "expand"
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self.inputs = {'X': np.random.random((2, 4, 5, 7)).astype("float32")}
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self.attrs = {'expand_times': [3, 2, 1, 2]}
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output = np.tile(self.inputs['X'], (3, 2, 1, 2))
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self.outputs = {'Out': output}
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def test_check_output(self):
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self.check_output()
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def test_check_grad(self):
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self.check_grad(['X'], 'Out')
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if __name__ == "__main__":
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unittest.main()
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