116 lines
4.1 KiB
Python
116 lines
4.1 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 mo.front.common.layout import get_batch_dim, get_width_dim, get_height_dim, get_features_dim, get_depth_dim, \
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shape_for_layout
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from mo.utils.error import Error
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class TestLayoutFunctions(unittest.TestCase):
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def test_get_batch_dim_NCHW(self):
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self.assertEqual(get_batch_dim('NCHW', 4), 0)
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def test_get_batch_dim_NHWC(self):
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self.assertEqual(get_batch_dim('NHWC', 4), 0)
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def test_get_batch_dim_NCDHW(self):
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self.assertEqual(get_batch_dim('NCHW', 5), 0)
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def test_get_batch_dim_NDHWC(self):
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self.assertEqual(get_batch_dim('NHWC', 5), 0)
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def test_get_features_dim_NCHW(self):
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self.assertEqual(get_features_dim('NCHW', 4), 1)
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def test_get_features_dim_NHWC(self):
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self.assertEqual(get_features_dim('NHWC', 4), 3)
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def test_get_features_dim_NCDHW(self):
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self.assertEqual(get_features_dim('NCHW', 5), 1)
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def test_get_features_dim_NDHWC(self):
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self.assertEqual(get_features_dim('NHWC', 5), 4)
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def test_get_width_dim_NCHW(self):
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self.assertEqual(get_width_dim('NCHW', 4), 3)
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def test_get_width_dim_NHWC(self):
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self.assertEqual(get_width_dim('NHWC', 4), 2)
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def test_get_width_dim_NCDHW(self):
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self.assertEqual(get_width_dim('NCHW', 5), 4)
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def test_get_width_dim_NDHWC(self):
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self.assertEqual(get_width_dim('NHWC', 5), 3)
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def test_get_height_dim_NCHW(self):
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self.assertEqual(get_height_dim('NCHW', 4), 2)
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def test_get_height_dim_NHWC(self):
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self.assertEqual(get_height_dim('NHWC', 4), 1)
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def test_get_height_dim_NCDHW(self):
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self.assertEqual(get_height_dim('NCHW', 5), 3)
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def test_get_height_dim_NDHWC(self):
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self.assertEqual(get_height_dim('NHWC', 5), 2)
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def test_get_depth_dim_NCDHW(self):
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self.assertEqual(get_depth_dim('NCHW', 5), 2)
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def test_get_depth_dim_NDHWC(self):
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self.assertEqual(get_depth_dim('NHWC', 5), 1)
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def test_get_batch_dim_wrong_layout(self):
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self.assertRaises(AssertionError, get_batch_dim, 'NCDHW', 5)
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def test_get_width_dim_wrong_layout(self):
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self.assertRaises(AssertionError, get_width_dim, 'NCDHW', 5)
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def test_get_height_dim_wrong_layout(self):
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self.assertRaises(AssertionError, get_height_dim, 'NCDHW', 5)
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def test_get_features_dim_wrong_layout(self):
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self.assertRaises(AssertionError, get_features_dim, 'NCDHW', 5)
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def test_shape_for_layout_NCHW(self):
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self.assertListEqual([2, 3, 4, 5], list(shape_for_layout('NCHW', batch=2, features=3, height=4, width=5)))
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def test_shape_for_layout_NHWC(self):
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self.assertListEqual([2, 4, 5, 3], list(shape_for_layout('NHWC', batch=2, features=3, height=4, width=5)))
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def test_shape_for_layout_missing_batch(self):
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with self.assertRaises(Error):
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shape_for_layout('NCHW', features=3, height=4, width=5)
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def test_shape_for_layout_missing_features(self):
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with self.assertRaises(Error):
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shape_for_layout('NCHW', batch=2, height=4, width=5)
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def test_shape_for_layout_missing_height(self):
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with self.assertRaises(Error):
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shape_for_layout('NHWC', batch=2, features=3, width=5)
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def test_shape_for_layout_missing_width(self):
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with self.assertRaises(Error):
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shape_for_layout('NHWC', batch=2, features=3, height=4)
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def test_shape_for_layout_unknown_parameter(self):
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with self.assertRaises(Error):
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shape_for_layout('NHWC', batch=2, features=3, height=4, width=5, unknown_parameter=123)
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