Evgeny Lazarev
f3d1aa6490
* Removed test-generator from all MO requirement files except the dev one * Moved all MO unit tests files to a separate directory * Added __init__.py files to the tests directory. Fixed importing paths for some unit tests * Fixed imports in all unit tests. Moved all unit test related files from the MO code to the dedicated directory * Renamed directory with unit test utils * Updated imports in unit tests
103 lines
3.4 KiB
Python
103 lines
3.4 KiB
Python
# Copyright (C) 2018-2021 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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import itertools
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import unittest
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import numpy as np
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from generator import generator, generate
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from extensions.ops.transpose import Transpose
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from mo.graph.graph import Node
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from unit_tests.utils.graph import build_graph
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input_shape = np.array([1, 3, 224, 224])
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@generator
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class TestTransposeOp(unittest.TestCase):
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nodes_attributes = {
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'parameter': {
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'kind': 'op',
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'op': 'Parameter',
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'shape': input_shape
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},
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'data_1': {
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'kind': 'data',
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'shape': input_shape,
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'value': None
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},
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'order_const': {
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'kind': 'op',
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'op': 'Const',
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'shape': np.array([4])
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},
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'order_data': {
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'kind': 'data',
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'shape': np.array([4])
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},
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'transpose': {
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'type': 'Transpose',
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'op': 'Transpose',
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'reverse_order': False,
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'kind': 'op',
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},
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'data_2': {
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'kind': 'data',
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'shape': None,
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'value': None
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}
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}
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def _create_graph_with_transpose(self, order):
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if order is None:
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graph = build_graph(self.nodes_attributes,
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[('parameter', 'data_1'),
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('data_1', 'transpose'),
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('transpose', 'data_2')])
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else:
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graph = build_graph(self.nodes_attributes,
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[('parameter', 'data_1'),
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('data_1', 'transpose'),
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('order_const', 'order_data'),
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('order_data', 'transpose'),
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('transpose', 'data_2')],
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{'order_data': {'value': order}})
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graph.graph['layout'] = 'NCHW'
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return graph
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@generate(*[list(order) for order in list(itertools.permutations(np.arange(4)))])
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def test_transpose_infer_1(self, order):
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graph = self._create_graph_with_transpose(order)
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transpose_node = Node(graph, 'transpose')
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Transpose.infer(transpose_node)
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ref = [transpose_node.in_node().shape[i] for i in order]
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self.assertTrue(np.array_equal(transpose_node.out_node().shape, np.array(ref)))
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def test_transpose_infer_2(self):
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order = None
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graph = self._create_graph_with_transpose(order)
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transpose_node = Node(graph, 'transpose')
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transpose_node['reverse_order'] = True
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Transpose.infer(transpose_node)
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ref = np.array([x for x in reversed(transpose_node.in_node().shape)])
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self.assertTrue(np.array_equal(transpose_node.out_node().shape, ref),
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"Shapes are not the same: {} and {}".format(transpose_node.out_node().shape, ref))
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def test_transpose_infer_neg_1(self):
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order = np.array([0, 1, 2, 3])
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graph = self._create_graph_with_transpose(order)
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transpose_node = Node(graph, 'transpose')
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transpose_node['reverse_order'] = True
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self.assertRaises(AssertionError, Transpose.infer, transpose_node)
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def test_transpose_infer_neg_2(self):
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order = None
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graph = self._create_graph_with_transpose(order)
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transpose_node = Node(graph, 'transpose')
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transpose_node['reverse_order'] = False
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self.assertRaises(AssertionError, Transpose.infer, transpose_node)
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