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- # Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
- #
- # Licensed under the Apache License, Version 2.0 (the "License");
- # you may not use this file except in compliance with the License.
- # You may obtain a copy of the License at
- #
- # http://www.apache.org/licenses/LICENSE-2.0
- #
- # Unless required by applicable law or agreed to in writing, software
- # distributed under the License is distributed on an "AS IS" BASIS,
- # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- # See the License for the specific language governing permissions and
- # limitations under the License.
-
- import unittest
-
- import numpy as np
- from op_test import OpTest
-
-
- class TestTransposeMKLDNN(OpTest):
- def setUp(self):
- self.init_op_type()
- self.initTestCase()
- self.inputs = {'X': np.random.random(self.shape).astype("float32")}
- self.attrs = {
- 'axis': list(self.axis),
- 'use_mkldnn': self.use_mkldnn,
- }
- self.outputs = {
- 'XShape': np.random.random(self.shape).astype("float32"),
- 'Out': self.inputs['X'].transpose(self.axis),
- }
-
- def init_op_type(self):
- self.op_type = "transpose2"
- self.use_mkldnn = True
-
- def test_check_output(self):
- # TODO(wangzhongpu): support onednn op in dygraph mode
- self.check_output(
- no_check_set=['XShape'], check_dygraph=False, check_pir_onednn=True
- )
-
- def test_check_grad(self):
- # TODO(wangzhongpu): support onednn op in dygraph mode
- self.check_grad(
- ['X'], 'Out', check_dygraph=False, check_pir_onednn=True
- )
-
- def initTestCase(self):
- self.shape = (30, 4)
- self.axis = (1, 0)
-
-
- class TestCase0MKLDNN(TestTransposeMKLDNN):
- def initTestCase(self):
- self.shape = (100,)
- self.axis = (0,)
-
-
- class TestCase1a(TestTransposeMKLDNN):
- def initTestCase(self):
- self.shape = (3, 4, 10)
- self.axis = (0, 2, 1)
-
-
- class TestCase1b(TestTransposeMKLDNN):
- def initTestCase(self):
- self.shape = (3, 4, 10)
- self.axis = (2, 1, 0)
-
-
- class TestCase2(TestTransposeMKLDNN):
- def initTestCase(self):
- self.shape = (2, 3, 4, 5)
- self.axis = (0, 2, 3, 1)
-
-
- class TestCase3(TestTransposeMKLDNN):
- def initTestCase(self):
- self.shape = (2, 3, 4, 5, 6)
- self.axis = (4, 2, 3, 1, 0)
-
-
- class TestCase4(TestTransposeMKLDNN):
- def initTestCase(self):
- self.shape = (2, 3, 4, 5, 6, 1)
- self.axis = (4, 2, 3, 1, 0, 5)
-
-
- class TestCase_ZeroDim(TestTransposeMKLDNN):
- def initTestCase(self):
- self.shape = ()
- self.axis = ()
-
-
- if __name__ == '__main__':
- unittest.main()
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