d86019d104
* Refactored LeakyRelu transformation * Added unit test for LeakyRelu transformation + removed duplicate test function valued_const
94 lines
4.0 KiB
Python
94 lines
4.0 KiB
Python
"""
|
|
Copyright (C) 2020 Intel Corporation
|
|
|
|
Licensed under the Apache License, Version 2.0 (the "License");
|
|
you may not use this file except in compliance with the License.
|
|
You may obtain a copy of the License at
|
|
|
|
http://www.apache.org/licenses/LICENSE-2.0
|
|
|
|
Unless required by applicable law or agreed to in writing, software
|
|
distributed under the License is distributed on an "AS IS" BASIS,
|
|
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
See the License for the specific language governing permissions and
|
|
limitations under the License.
|
|
"""
|
|
|
|
import unittest
|
|
|
|
from extensions.back.FakeOutputResolver import FakeOutputResolver
|
|
from mo.front.common.partial_infer.utils import int64_array
|
|
from mo.utils.ir_engine.compare_graphs import compare_graphs
|
|
from mo.utils.unittest.graph import build_graph, result, regular_op_with_empty_data, connect, empty_data, \
|
|
valued_const_with_data
|
|
|
|
|
|
class FakeOutputResolverTest(unittest.TestCase):
|
|
def test_one(self):
|
|
nodes = {
|
|
**regular_op_with_empty_data('input', {'type': 'Parameter'}),
|
|
**regular_op_with_empty_data('some_op', {'type': 'SomeOp', 'name': 'some_op_name'}),
|
|
**regular_op_with_empty_data('fake_output',
|
|
{'type': None, 'kind': 'op', 'op': 'FakeOutput', 'name': 'my_output_name'}),
|
|
**result('result'),
|
|
}
|
|
edges = [*connect('input', 'some_op'),
|
|
*connect('some_op', 'fake_output'),
|
|
*connect('fake_output', 'result'),
|
|
]
|
|
graph = build_graph(nodes, edges)
|
|
|
|
edges_ref = [*connect('input', 'some_op'),
|
|
*connect('some_op', 'result'),
|
|
]
|
|
|
|
graph_ref = build_graph(nodes, edges_ref, {'some_op': {'name': 'my_output_name'}})
|
|
|
|
FakeOutputResolver().find_and_replace_pattern(graph)
|
|
|
|
(flag, resp) = compare_graphs(graph, graph_ref, 'result')
|
|
self.assertTrue(flag, resp)
|
|
|
|
def test_multi(self):
|
|
nodes = {
|
|
**regular_op_with_empty_data('input', {'type': 'Parameter'}),
|
|
**regular_op_with_empty_data('some_op', {'type': 'SomeOp', 'name': 'some_op_name'}),
|
|
**empty_data('some_op_d2'),
|
|
**regular_op_with_empty_data('fake_output1',
|
|
{'type': None, 'kind': 'op', 'op': 'FakeOutput', 'name': 'my_output_name1'}),
|
|
**regular_op_with_empty_data('fake_output2',
|
|
{'type': None, 'kind': 'op', 'op': 'FakeOutput', 'name': 'my_output_name2'}),
|
|
|
|
**valued_const_with_data('const1', int64_array(0)),
|
|
**valued_const_with_data('const2', int64_array(0)),
|
|
**regular_op_with_empty_data('add1', {'type': None, 'kind': 'op', 'op': 'Add', 'name': 'my_output_name1'}),
|
|
**regular_op_with_empty_data('add2', {'type': None, 'kind': 'op', 'op': 'Add', 'name': 'my_output_name2'}),
|
|
**result('result1'),
|
|
**result('result2'),
|
|
}
|
|
edges = [*connect('input', 'some_op'),
|
|
*connect('some_op', 'fake_output1'),
|
|
('some_op', 'some_op_d2'),
|
|
('some_op_d2', 'fake_output2'),
|
|
*connect('fake_output1', 'result1'),
|
|
*connect('fake_output2', 'result2'),
|
|
]
|
|
graph = build_graph(nodes, edges)
|
|
|
|
edges_ref = [*connect('input', 'some_op'),
|
|
*connect('some_op', '0:add1'),
|
|
*connect('const1', '1:add1'),
|
|
('some_op', 'some_op_d2'),
|
|
('some_op_d2', 'add2', {'in': 0}),
|
|
*connect('const2', '1:add2'),
|
|
*connect('add1', 'result1'),
|
|
*connect('add2', 'result2'),
|
|
]
|
|
|
|
graph_ref = build_graph(nodes, edges_ref)
|
|
|
|
FakeOutputResolver().find_and_replace_pattern(graph)
|
|
|
|
(flag, resp) = compare_graphs(graph, graph_ref, 'result1')
|
|
self.assertTrue(flag, resp)
|