wehub-resource-sync
87 lines
2.6 KiB
Python
87 lines
2.6 KiB
Python
# Copyright (c) 2020 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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import unittest
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import numpy as np
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from op_test import get_places
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import paddle
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import paddle.base.dygraph as dg
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class ComplexKronTestCase(unittest.TestCase):
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def __init__(self, methodName='runTest', x=None, y=None):
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super().__init__(methodName)
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self.x = x
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self.y = y
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def setUp(self):
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self.ref_result = np.kron(self.x, self.y)
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self._places = get_places()
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def runTest(self):
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for place in self._places:
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self.test_kron_api(place)
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def test_kron_api(self, place):
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with dg.guard(place):
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x_var = paddle.to_tensor(self.x)
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y_var = paddle.to_tensor(self.y)
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out_var = paddle.kron(x_var, y_var)
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np.testing.assert_allclose(
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out_var.numpy(), self.ref_result, rtol=1e-05
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)
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def load_tests(loader, standard_tests, pattern):
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suite = unittest.TestSuite()
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for dtype in ["float32", "float64"]:
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suite.addTest(
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ComplexKronTestCase(
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x=np.random.randn(2, 2).astype(dtype)
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+ 1j * np.random.randn(2, 2).astype(dtype),
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y=np.random.randn(3, 3).astype(dtype)
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+ 1j * np.random.randn(3, 3).astype(dtype),
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)
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)
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suite.addTest(
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ComplexKronTestCase(
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x=np.random.randn(2, 2).astype(dtype),
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y=np.random.randn(3, 3).astype(dtype)
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+ 1j * np.random.randn(3, 3).astype(dtype),
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)
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)
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suite.addTest(
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ComplexKronTestCase(
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x=np.random.randn(2, 2).astype(dtype)
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+ 1j * np.random.randn(2, 2).astype(dtype),
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y=np.random.randn(3, 3).astype(dtype),
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)
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)
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suite.addTest(
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ComplexKronTestCase(
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x=np.random.randn(2, 2).astype(dtype)
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+ 1j * np.random.randn(2, 2).astype(dtype),
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y=np.random.randn(2, 2, 3).astype(dtype),
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)
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)
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return suite
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if __name__ == '__main__':
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unittest.main()
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