59 lines
2.1 KiB
Python
59 lines
2.1 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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import numpy as np
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from extensions.front.Log1p import Log1p
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from mo.utils.ir_engine.compare_graphs import compare_graphs
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from mo.utils.unittest.graph import build_graph
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nodes_attributes = {
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'placeholder': {'shape': np.array([4, 5, 6]), 'type': 'Parameter', 'kind': 'op', 'op': 'Parameter'},
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# Log1p operation
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'Log1p': {'kind': 'op', 'op': 'Log1p'},
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# Test operation
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'last': {'type': None, 'value': None, 'kind': 'op', 'op': None},
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# Add and Log operations
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'const': {'kind': 'op', 'op': 'Const', 'value': np.ones([1], dtype=np.float32)},
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'add': {'type': 'Add', 'kind': 'op', 'op': 'Add'},
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'log': {'type': 'Log', 'kind': 'op', 'op': 'Log'},
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}
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class TestLog1p(unittest.TestCase):
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def test_log1p_test(self):
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graph = build_graph(nodes_attributes,
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[('placeholder', 'Log1p'),
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('Log1p', 'last')
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], nodes_with_edges_only=True)
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graph_ref = build_graph(nodes_attributes,
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[('const', 'add'),
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('placeholder', 'add'),
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('add', 'log'),
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('log', 'last'),
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], nodes_with_edges_only=True)
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graph.stage = 'front'
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tested_class = Log1p()
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tested_class.find_and_replace_pattern(graph)
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(flag, resp) = compare_graphs(graph, graph_ref, 'last', check_op_attrs=True)
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self.assertTrue(flag, resp)
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