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
50 lines
1.9 KiB
Python
50 lines
1.9 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.ops.simplernms import SimplerNMSOp
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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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nodes_attributes = {'SimplerNMS_1': {'type': 'SimplerNMS', 'kind': 'op'},
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'node_1': {'type': 'Identity', 'kind': 'op'},
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'op_output': { 'kind': 'op', 'op': 'Result'}
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}
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class TestSimplerNMSInfer(unittest.TestCase):
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def test_simplernms_infer_ideal(self):
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graph = build_graph(nodes_attributes,
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[('SimplerNMS_1', 'node_1'),
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('node_1', 'op_output')
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],
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{'node_1': {'shape': None},
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'SimplerNMS_1': {'feat_stride': 16, 'post_nms_topn': 150, 'scale': [1, 2, 3]}
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})
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simplernms_node = Node(graph, 'SimplerNMS_1')
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SimplerNMSOp.simplernms_infer(simplernms_node)
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exp_shape = np.array([150, 5])
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res_shape = graph.node['node_1']['shape']
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for i in range(0, len(exp_shape)):
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self.assertEqual(exp_shape[i], res_shape[i])
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self.assertEqual(simplernms_node.scale, ['1', '2', '3'])
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def test_simplernms_infer_no_shape(self):
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graph = build_graph(nodes_attributes,
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[('SimplerNMS_1', 'node_1'),
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('node_1', 'op_output')
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],
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{'node_1': {'shape': None},
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'SimplerNMS_1': {'feat_stride': 12, 'post_nms_topn': 150, 'scale': [1, 2, 3]}
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})
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simplernms_node = Node(graph, 'SimplerNMS_1')
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SimplerNMSOp.simplernms_infer(simplernms_node)
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self.assertIsNone(graph.node['node_1']['shape'])
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