99 lines
2.5 KiB
Python
99 lines
2.5 KiB
Python
"""
|
|
Copyright (C) 2018-2021 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.
|
|
"""
|
|
from argparse import Namespace
|
|
|
|
import onnx
|
|
|
|
from extensions.front.onnx.pad_ext import PadFrontExtractor
|
|
from mo.graph.graph import Graph
|
|
from mo.utils.unittest.extractors import PB, BaseExtractorsTestingClass
|
|
|
|
|
|
class TestPad(BaseExtractorsTestingClass):
|
|
@staticmethod
|
|
def _create_node(pads=None, value=None, mode=None):
|
|
if pads is None:
|
|
pads = [1, 2, 3, 4]
|
|
if value is None:
|
|
value = 0.0
|
|
if mode is None:
|
|
mode = 'constant'
|
|
pb = onnx.helper.make_node(
|
|
'Pad',
|
|
pads=pads,
|
|
mode=mode,
|
|
value=value,
|
|
inputs=['a'],
|
|
outputs=['b']
|
|
)
|
|
graph = Graph()
|
|
node = PB({'pb': pb, 'graph': graph})
|
|
|
|
return node
|
|
|
|
def test_ok(self):
|
|
node = self._create_node()
|
|
PadFrontExtractor.extract(node)
|
|
self.res = node
|
|
|
|
self.expected = {
|
|
'pads': [[1, 3], [2, 4]],
|
|
'mode': 'constant',
|
|
'fill_value': 0
|
|
}
|
|
|
|
self.compare()
|
|
|
|
def test_older_pad_opset_11(self):
|
|
node = self._create_node()
|
|
node.graph.graph['fw_opset_version'] = 11
|
|
PadFrontExtractor.extract(node)
|
|
self.res = node
|
|
|
|
self.expected = {
|
|
'pads': [[1, 3], [2, 4]],
|
|
'mode': 'constant',
|
|
'fill_value': 0
|
|
}
|
|
|
|
self.compare()
|
|
|
|
def test_reflect(self):
|
|
node = self._create_node(mode='reflect')
|
|
PadFrontExtractor.extract(node)
|
|
self.res = node
|
|
|
|
self.expected = {
|
|
'pads': [[1, 3], [2, 4]],
|
|
'mode': 'reflect',
|
|
'fill_value': 0
|
|
}
|
|
|
|
self.compare()
|
|
|
|
def test_non_zero_fill_value(self):
|
|
node = self._create_node(value=1.0)
|
|
PadFrontExtractor.extract(node)
|
|
self.res = node
|
|
|
|
self.expected = {
|
|
'pads': [[1, 3], [2, 4]],
|
|
'mode': 'constant',
|
|
'fill_value': 1.0
|
|
}
|
|
|
|
self.compare()
|