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
68 lines
2.6 KiB
Python
68 lines
2.6 KiB
Python
# Copyright (C) 2018-2021 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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import unittest
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import numpy as np
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from extensions.front.sub import Sub
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from mo.utils.ir_engine.compare_graphs import compare_graphs
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from unit_tests.utils.graph import build_graph, result, regular_op_with_shaped_data, valued_const_with_data, connect, \
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connect_data
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nodes = {
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**regular_op_with_shaped_data('placeholder_1', [1, 227, 227, 3], {'type': 'Parameter'}),
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**regular_op_with_shaped_data('placeholder_2', [1, 227, 227, 3], {'type': 'Parameter'}),
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**regular_op_with_shaped_data('sub', None, {'op': 'Sub', 'type': 'Subtract', 'name': 'my_sub'}),
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**regular_op_with_shaped_data('negate', [1, 227, 227, 3], {'type': 'Multiply'}),
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**valued_const_with_data('minus_one', np.array(-1.)),
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**regular_op_with_shaped_data('add', None, {'type': 'Add'}),
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**result(),
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}
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class TestSub(unittest.TestCase):
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def test_sub_test_1(self):
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# Test with two different inputs from two placeholders
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graph = build_graph(nodes, [
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*connect('placeholder_1', '0:sub'),
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*connect('placeholder_2', '1:sub'),
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*connect('sub', 'output'),
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], nodes_with_edges_only=True)
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Sub().find_and_replace_pattern(graph)
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graph_ref = build_graph(nodes, [
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*connect('placeholder_1', '0:add'),
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*connect('placeholder_2', '0:negate'),
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*connect('minus_one', '1:negate'),
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*connect('negate', '1:add'),
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*connect('add', 'output'),
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], nodes_with_edges_only=True)
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(flag, resp) = compare_graphs(graph, graph_ref, 'output', check_op_attrs=True)
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self.assertTrue(flag, resp)
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self.assertTrue(graph.node[graph.get_nodes_with_attributes(type='Add')[0]]['name'] == 'my_sub')
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def test_sub_test_2(self):
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# Test with two same inputs from one placeholder
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graph = build_graph(nodes, [
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*connect('placeholder_1:0', '0:sub'),
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*connect_data('placeholder_1:0', '1:sub'),
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*connect('sub', 'output'),
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], nodes_with_edges_only=True)
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Sub().find_and_replace_pattern(graph)
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graph_ref = build_graph(nodes, [
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*connect('placeholder_1:0', '0:add'),
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*connect_data('placeholder_1:0', '0:negate'),
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*connect('minus_one', '1:negate'),
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*connect('negate', '1:add'),
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*connect('add', 'output'),
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], nodes_with_edges_only=True)
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(flag, resp) = compare_graphs(graph, graph_ref, 'output', check_op_attrs=True)
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self.assertTrue(flag, resp)
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self.assertTrue(graph.node[graph.get_nodes_with_attributes(type='Add')[0]]['name'] == 'my_sub')
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