86 lines
3.5 KiB
Python
86 lines
3.5 KiB
Python
"""
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Copyright (c) 2019 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.ReduceTransposeDimensions import sequential_dims, merge_permute_order_dimensions, merge_dims
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from mo.front.common.partial_infer.utils import int64_array
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class SequentialDimsTest(unittest.TestCase):
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def test_returns_first_instance(self):
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self.assertListEqual(sequential_dims(int64_array([0, 3, 4, 1, 2])), [1, 2])
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def test_returns_last_indices(self):
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self.assertListEqual(sequential_dims(int64_array([4, 0, 3, 1, 2])), [3, 4])
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def test_returns_full_list(self):
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self.assertListEqual(sequential_dims(int64_array([0, 1, 2, 3, 4])), [0, 1, 2, 3, 4])
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def test_returns_from_the_beginning(self):
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self.assertListEqual(sequential_dims(int64_array([1, 2, 3, 0, 4])), [0, 1, 2])
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def test_no_sequential_dims(self):
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self.assertIsNone(sequential_dims(int64_array([2, 1, 3, 0, 4])))
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def test_2d_input_with_sequential_dims(self):
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self.assertListEqual(sequential_dims(int64_array([0, 1])), [0, 1])
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def test_2d_input_without_sequential_dims(self):
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self.assertIsNone(sequential_dims(int64_array([1, 0])))
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class MergeTransposeOrderDimensionsTest(unittest.TestCase):
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def test_merge_last_dims(self):
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self.assertListEqual(list(merge_permute_order_dimensions([1, 2], int64_array([0, 3, 4, 1, 2]))), [0, 3, 1, 2])
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def test_merge_last_indices(self):
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self.assertListEqual(list(merge_permute_order_dimensions([3, 4], int64_array([0, 3, 4, 1, 2]))), [0, 2, 3, 1])
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def test_merge_start_indices(self):
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self.assertListEqual(list(merge_permute_order_dimensions([0, 1], int64_array([1, 2, 4, 3, 0]))), [1, 3, 2, 0])
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def test_merge_all_dims(self):
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self.assertListEqual(list(merge_permute_order_dimensions([0, 1, 2], int64_array([0, 1, 2]))), [0])
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def test_merge_3_dims(self):
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self.assertListEqual(list(merge_permute_order_dimensions([1, 2, 3], int64_array([3, 0, 1, 2, 4]))), [1, 0, 2])
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class MergeDimsTest(unittest.TestCase):
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def test_merge_middle_dims(self):
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self.assertListEqual(list(merge_dims([1, 2], int64_array([3, 2, 5, 7]))), [3, 10, 7])
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def test_merge_first_dim(self):
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self.assertListEqual(list(merge_dims([0, 1], int64_array([3, 2, 5, 7]))), [6, 5, 7])
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def test_merge_last_dim(self):
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self.assertListEqual(list(merge_dims([2, 3], int64_array([3, 2, 5, 7]))), [3, 2, 35])
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def test_merge_all_dims(self):
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self.assertListEqual(list(merge_dims([0, 1, 2, 3], int64_array([3, 2, 5, 7]))), [210])
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def test_reduce_with_minus_one(self):
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self.assertListEqual(list(merge_dims([1, 2], int64_array([3, -1, 5, 7]))), [3, -1, 7])
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def test_merge_with_0_being_merged(self):
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with self.assertRaisesRegex(AssertionError, ".*The value 0 is not supported.*"):
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merge_dims([1, 2], int64_array([3, 0, 5, 7]))
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def test_merge_with_0_not_merged(self):
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with self.assertRaisesRegex(AssertionError, ".*The value 0 is not supported.*"):
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merge_dims([2, 3], int64_array([3, 0, 5, 7]))
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