81 lines
3.1 KiB
Python
81 lines
3.1 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.scatter_normalizer import ScatterNormalizer
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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, connect, \
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regular_op_with_empty_data
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nodes = {
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**regular_op_with_empty_data('placeholder_1', {'type': 'Parameter'}),
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**regular_op_with_empty_data('placeholder_2', {'type': 'Parameter'}),
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**regular_op_with_empty_data('placeholder_3', {'type': 'Parameter'}),
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**regular_op_with_empty_data('node', {'op': 'ScatterElementsUpdate', 'is_scatter': True}),
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**regular_op_with_empty_data('axis', {'type': 'Const', 'value': None}),
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**result(),
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}
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edges = [
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*connect('placeholder_1', '0:node'),
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*connect('placeholder_2', '1:node'),
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*connect('placeholder_3', '2:node'),
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*connect('node', 'output'),
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]
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class TestDiv(unittest.TestCase):
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def test_ScatterElementsUpdate_has_axis_and_3_inputs(self):
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graph = build_graph(nodes, edges, {'node': {'axis': 1}}, nodes_with_edges_only=True)
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ScatterNormalizer().find_and_replace_pattern(graph)
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graph_ref = build_graph(nodes, [
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*edges,
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*connect('axis', '3:node'),
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], {'axis': {'value': np.int64(1)}}, 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_ScatterElementsUpdate_has_axis_and_4_inputs(self):
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graph = build_graph(nodes, [
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*edges,
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*connect('axis', '3:node'),
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], {'node': {'axis': 1}, 'axis': {'value': np.int64(1)}}, nodes_with_edges_only=True)
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self.assertRaises(AssertionError, ScatterNormalizer().find_and_replace_pattern, graph)
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def test_ScatterElementsUpdate_has_no_axis_and_3_inputs(self):
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graph = build_graph(nodes, edges, nodes_with_edges_only=True)
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self.assertRaises(AssertionError, ScatterNormalizer().find_and_replace_pattern, graph)
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def test_ScatterElementsUpdate_has_no_axis_and_4_inputs(self):
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graph = build_graph(nodes, [
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*edges,
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*connect('axis', '3:node'),
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], {'axis': {'value': np.int64(1)}}, nodes_with_edges_only=True)
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ScatterNormalizer().find_and_replace_pattern(graph)
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graph_ref = build_graph(nodes, [
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*edges,
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*connect('axis', '3:node'),
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], {'axis': {'value': np.int64(1)}}, 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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