62 lines
2.0 KiB
Python
62 lines
2.0 KiB
Python
"""
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Copyright (C) 2018-2020 Intel Corporation
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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"""
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import unittest
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from unittest.mock import patch
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from extensions.front.caffe.ctcgreedydecoder_ext import CTCGreedyDecoderFrontExtractor
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from extensions.ops.ctc_greedy_decoder import CTCGreedyDecoderOp
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from mo.ops.op import Op
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from mo.utils.unittest.extractors import FakeMultiParam
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from mo.utils.unittest.graph import FakeNode
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class FakeCTCGreedyDecoderProtoLayer:
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def __init__(self, val):
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self.ctc_decoder_param = val
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class TestCTCGreedyDecoderExt(unittest.TestCase):
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@classmethod
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def setUpClass(cls):
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Op.registered_ops['CTCGreedyDecoder'] = CTCGreedyDecoderOp
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def test_ctcgreedydecoder_no_pb_no_ml(self):
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self.assertRaises(AttributeError, CTCGreedyDecoderFrontExtractor.extract, None)
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@patch('extensions.front.caffe.ctcgreedydecoder_ext.merge_attrs')
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def test_ctcgreedydecoder_ext_ideal_numbers(self, merge_attrs_mock):
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params = {
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'ctc_merge_repeated': True
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}
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merge_attrs_mock.return_value = {
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**params
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}
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fake_pl = FakeCTCGreedyDecoderProtoLayer(FakeMultiParam(params))
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fake_node = FakeNode(fake_pl, None)
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CTCGreedyDecoderFrontExtractor.extract(fake_node)
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exp_res = {
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'type': "CTCGreedyDecoder",
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'ctc_merge_repeated': 1,
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'infer': CTCGreedyDecoderOp.infer
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}
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for key in exp_res.keys():
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self.assertEqual(fake_node[key], exp_res[key])
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