111 lines
5.0 KiB
Python
111 lines
5.0 KiB
Python
"""
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Copyright (C) 2018-2020 Intel Corporation
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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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http://www.apache.org/licenses/LICENSE-2.0
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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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"""
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import unittest
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from extensions.back.OptimizeTransposeReshapeSequence import match_shapes, split_input_permute_dimension, \
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split_dims_indices, split_output_permute_dimension
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from mo.front.common.partial_infer.utils import int64_array
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class SplitDimsIndicesTest(unittest.TestCase):
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def test_1(self):
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self.assertListEqual(list(split_dims_indices(int64_array([1, 32, 64, 60]), int64_array([1, 8, 4, 64, 3, 20]))), [1, 3])
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def test_2(self):
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self.assertListEqual(list(split_dims_indices(int64_array([8, 4, 64, 3, 20]), int64_array([1, 8, 4, 64, 3, 20, 1, 1]))), [0, 4, 4])
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def test_3(self):
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self.assertListEqual(list(split_dims_indices(int64_array([120]), int64_array([2, 3, 4, 1, 5]))), [0, 0, 0, 0])
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def test_4(self):
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self.assertListEqual(list(split_dims_indices(int64_array([120, 1]), int64_array([2, 3, 4, 5, 1]))), [0, 0, 0])
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def test_5(self):
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self.assertListEqual(list(split_dims_indices(int64_array([1, 4, 1, 1]), int64_array([1, 2, 1, 1, 2, 1, 1]))), [1, 1, 1])
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def test_6(self):
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self.assertListEqual(list(split_dims_indices(int64_array([1, 20, 64]), int64_array([1, 1, 20, 64]))), [1])
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class SplitOutputTransposeDimensionTest(unittest.TestCase):
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def test_1(self):
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self.assertListEqual(list(split_output_permute_dimension(3, int64_array([0, 2, 3, 1]))), [0, 3, 4, 1, 2])
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def test_2(self):
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self.assertListEqual(list(split_output_permute_dimension(0, int64_array([0, 1, 3, 2]))), [0, 1, 2, 4, 3])
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def test_3(self):
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self.assertListEqual(list(split_output_permute_dimension(1, int64_array([0, 3, 1, 2]))), [0, 3, 4, 1, 2])
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class SplitInputTransposeDimensionTest(unittest.TestCase):
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def test_1(self):
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self.assertListEqual(list(split_input_permute_dimension(1, int64_array([0, 2, 3, 1]))), [0, 3, 4, 1, 2])
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def test_2(self):
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self.assertListEqual(list(split_input_permute_dimension(0, int64_array([0, 1, 3, 2]))), [0, 1, 2, 4, 3])
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def test_3(self):
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self.assertListEqual(list(split_input_permute_dimension(3, int64_array([0, 3, 1, 2]))), [0, 3, 4, 1, 2])
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def test_4(self):
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self.assertListEqual(list(split_input_permute_dimension(0, int64_array([0, 1, 2, 3]))), [0, 1, 2, 3, 4])
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def test_5(self):
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self.assertListEqual(list(split_input_permute_dimension(3, int64_array([0, 1, 2, 3]))), [0, 1, 2, 3, 4])
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class MatchShapesTest(unittest.TestCase):
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def test_basic(self):
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self.assertListEqual(list(match_shapes(int64_array([1, 32, 64, 60]), int64_array([8, 4, 64, 3, 20]))), [1, 8, 4, 64, 3, 20])
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def test_ones_in_the_middle(self):
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self.assertListEqual(list(match_shapes(int64_array([32, 1, 2, 3, 1, 8]), int64_array([4, 2, 1, 4, 6, 1, 1, 8]))), [4, 2, 1, 4, 1, 2, 3, 1, 1, 8])
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def test_trailing_one(self):
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self.assertListEqual(list(match_shapes(int64_array([1, 32, 64, 60, 1]), int64_array([8, 4, 64, 3, 20]))), [1, 8, 4, 64, 3, 20, 1])
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def test_one_to_many(self):
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self.assertListEqual(list(match_shapes(int64_array([120]), int64_array([2, 3, 4, 5]))), [2, 3, 4, 5])
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def test_many_to_one(self):
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self.assertListEqual(list(match_shapes(int64_array([2, 3, 4, 5]), int64_array([120]))), [2, 3, 4, 5])
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def test_many_to_one_with_trailing(self):
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self.assertListEqual(list(match_shapes(int64_array([2, 3, 4, 5]), int64_array([120, 1, 1]))), [2, 3, 4, 5, 1, 1])
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def test_equal_shapes(self):
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self.assertListEqual(list(match_shapes(int64_array([2, 3, 4, 5]), int64_array([2, 3, 4, 5]))), [2, 3, 4, 5])
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def test_one(self):
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self.assertListEqual(list(match_shapes(int64_array([1]), int64_array([1]))), [1])
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def test_ones_equal_lengths(self):
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self.assertListEqual(list(match_shapes(int64_array([1, 1, 1]), int64_array([1, 1, 1]))), [1, 1, 1])
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def test_ones_different_lengths(self):
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self.assertListEqual(list(match_shapes(int64_array([1]), int64_array([1, 1, 1]))), [1, 1, 1])
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def test_intersection_of_input_output_dimensions(self): # is this test correct? Looks like yes...
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self.assertListEqual(list(match_shapes(int64_array([10, 20, 7]), int64_array([5, 4, 1, 70]))), [5, 2, 2, 1, 10, 7])
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def test_trailing_ones(self):
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self.assertListEqual(list(match_shapes(int64_array([1, 1, 10]), int64_array([1, 5, 1, 1, 2, 1]))), [1, 1, 5, 1, 1, 2, 1])
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def test_not_matchabale_shapes(self):
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self.assertIsNone(match_shapes(int64_array([5, 7]), int64_array([7, 5])))
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