2 Copyright (c) 2018-2019 Intel Corporation
4 Licensed under the Apache License, Version 2.0 (the "License");
5 you may not use this file except in compliance with the License.
6 You may obtain a copy of the License at
8 http://www.apache.org/licenses/LICENSE-2.0
10 Unless required by applicable law or agreed to in writing, software
11 distributed under the License is distributed on an "AS IS" BASIS,
12 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 See the License for the specific language governing permissions and
14 limitations under the License.
18 from unittest.mock import patch
20 from extensions.front.caffe.correlation_ext import CorrelationFrontExtractor
21 from extensions.ops.correlation import CorrelationOp
22 from mo.utils.unittest.extractors import FakeMultiParam
23 from mo.utils.unittest.graph import FakeNode
24 from mo.ops.op import Op
27 class FakeCorrProtoLayer:
28 def __init__(self, val):
29 self.correlation_param = val
32 class TestCorrelationExt(unittest.TestCase):
35 Op.registered_ops['Correlation'] = CorrelationOp
37 def test_da_no_pb_no_ml(self):
38 self.assertRaises(AttributeError, CorrelationFrontExtractor.extract, None)
40 @patch('extensions.front.caffe.correlation_ext.merge_attrs')
41 def test_resample_ext_ideal_numbers(self, merge_attrs_mock):
45 'max_displacement': 20,
48 'single_direction': 0,
50 'correlation_type': 'caffe.CorrelationParameter.MULTIPLY'
52 merge_attrs_mock.return_value = {
58 fake_pl = FakeCorrProtoLayer(FakeMultiParam(params))
59 fake_node = FakeNode(fake_pl, None)
61 CorrelationFrontExtractor.extract(fake_node)
64 'type': "Correlation",
67 'max_displacement': 20,
70 'single_direction': 0,
72 'correlation_type': 'caffe.CorrelationParameter.MULTIPLY',
73 'infer': CorrelationOp.corr_infer
76 for key in exp_res.keys():
77 self.assertEqual(fake_node[key], exp_res[key])