openvino/model-optimizer/mo/utils/utils_test.py

43 lines
1.6 KiB
Python

"""
Copyright (C) 2018-2020 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
import numpy as np
from mo.utils.utils import match_shapes
class TestMatchShapes(unittest.TestCase):
def run_match_shapes(self, pattern: list, shape: list):
return match_shapes(np.array(pattern, dtype=np.int64), np.array(shape, dtype=np.int64))
def test_positive(self):
self.assertTrue(self.run_match_shapes([], []))
self.assertTrue(self.run_match_shapes([1,2,3], [1,2,3]))
self.assertTrue(self.run_match_shapes([-1,2,3], [1,2,3]))
self.assertTrue(self.run_match_shapes([1,-1,3], [1,2,3]))
self.assertTrue(self.run_match_shapes([-1,-1,-1], [1,2,3]))
self.assertTrue(self.run_match_shapes([-1], [2]))
def test_negative(self):
self.assertFalse(self.run_match_shapes([-1], []))
self.assertFalse(self.run_match_shapes([-1], [1,2,3]))
self.assertFalse(self.run_match_shapes([-1,2,3], [1,3,3]))
self.assertFalse(self.run_match_shapes([1,-1,3], [2,2]))
self.assertFalse(self.run_match_shapes([-1, -1, -1], [2, 3, 4, 5]))