2 Copyright (c) 2018 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.psroipooling_ext import PSROIPoolingFrontExtractor
21 from extensions.ops.psroipooling import PSROIPoolingOp
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 FakePSROIPoolingProtoLayer:
28 def __init__(self, val):
29 self.psroi_pooling_param = val
32 class TestPSROIPoolingExt(unittest.TestCase):
35 Op.registered_ops['PSROIPooling'] = PSROIPoolingOp
37 def test_psroipooling_no_pb_no_ml(self):
38 self.assertRaises(AttributeError, PSROIPoolingFrontExtractor.extract, None)
40 @patch('extensions.front.caffe.psroipooling_ext.merge_attrs')
41 def test_psroipooling_ext_ideal_numbers(self, merge_attrs_mock):
47 merge_attrs_mock.return_value = {
51 fake_pl = FakePSROIPoolingProtoLayer(FakeMultiParam(params))
52 fake_node = FakeNode(fake_pl, None)
54 PSROIPoolingFrontExtractor.extract(fake_node)
57 'type': "PSROIPooling",
61 'infer': PSROIPoolingOp.psroipooling_infer
64 for key in exp_res.keys():
65 self.assertEqual(fake_node[key], exp_res[key])