97 lines
3.7 KiB
Python
97 lines
3.7 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 extensions.middle.ConcatOptimization import ConcatOdInputEraser
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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, result, regular_op_with_shaped_data, shaped_const_with_data, connect
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class Concat0dInput(unittest.TestCase):
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def test_deletion(self):
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nodes = {
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**shaped_const_with_data('input_0', [1]),
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**shaped_const_with_data('input_1', [1]),
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**shaped_const_with_data('input_2', [0]),
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**shaped_const_with_data('input_3', [1]),
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**regular_op_with_shaped_data('concat', [3], {'type': 'Concat'}),
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**result(),
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}
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edges_before = [
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*connect('input_0', '0:concat'),
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*connect('input_1', '1:concat'),
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*connect('input_2', '2:concat'),
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*connect('input_3', '3:concat'),
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*connect('concat', 'output'),
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]
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edges_after = [
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*connect('input_0', '0:concat'),
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*connect('input_1', '1:concat'),
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*connect('input_3', '3:concat'),
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*connect('concat', 'output'),
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]
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graph = build_graph(nodes, edges_before, nodes_with_edges_only=True)
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ConcatOdInputEraser().find_and_replace_pattern(graph)
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graph_ref = build_graph(nodes, edges_after, nodes_with_edges_only=True)
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(flag, resp) = compare_graphs(graph, graph_ref, 'output', check_op_attrs=True)
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self.assertTrue(flag, resp)
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def test_negative(self):
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nodes = {
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**shaped_const_with_data('input_0', [1]),
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**shaped_const_with_data('input_1', [1]),
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**shaped_const_with_data('input_2', [1]),
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**shaped_const_with_data('input_3', [1]),
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**regular_op_with_shaped_data('concat', [4], {'type': 'Concat'}),
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**result(),
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}
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edges = [
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*connect('input_0', '0:concat'),
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*connect('input_1', '1:concat'),
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*connect('input_2', '2:concat'),
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*connect('input_3', '3:concat'),
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*connect('concat', 'output'),
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]
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graph = build_graph(nodes, edges, nodes_with_edges_only=True)
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ConcatOdInputEraser().find_and_replace_pattern(graph)
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graph_ref = build_graph(nodes, edges, nodes_with_edges_only=True)
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(flag, resp) = compare_graphs(graph, graph_ref, 'output', check_op_attrs=True)
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self.assertTrue(flag, resp)
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def test_assertion_error(self):
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nodes = {
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**shaped_const_with_data('input_0', [0]),
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**shaped_const_with_data('input_1', [0]),
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**shaped_const_with_data('input_2', [0]),
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**shaped_const_with_data('input_3', [0]),
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**regular_op_with_shaped_data('concat', [0], {'type': 'Concat'}),
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**result(),
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}
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edges = [
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*connect('input_0', '0:concat'),
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*connect('input_1', '1:concat'),
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*connect('input_2', '2:concat'),
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*connect('input_3', '3:concat'),
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*connect('concat', 'output'),
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]
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graph = build_graph(nodes, edges, nodes_with_edges_only=True)
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self.assertRaises(AssertionError, ConcatOdInputEraser().find_and_replace_pattern, graph)
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