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# 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 TestFusionSquaredMatSubOp(OpTest):
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def setUp(self):
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self.op_type = 'fusion_squared_mat_sub'
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self.m = 11
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self.n = 12
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self.k = 4
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self.scalar = 0.5
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self.set_conf()
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matx = np.random.random((self.m, self.k)).astype("float32")
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maty = np.random.random((self.k, self.n)).astype("float32")
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self.inputs = {'X': matx, 'Y': maty}
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self.outputs = {
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'Out':
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(np.dot(matx**2, maty**2) - np.dot(matx, maty)**2) * self.scalar
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}
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self.attrs = {'scalar': self.scalar, }
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def set_conf(self):
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pass
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def test_check_output(self):
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self.check_output()
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class TestFusionSquaredMatSubOpCase1(TestFusionSquaredMatSubOp):
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def set_conf(self):
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self.scalar = -0.3
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if __name__ == '__main__':
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unittest.main()
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