/** * Copyright 2021 Huawei Technologies Co., Ltd * * 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. */ #include #include #include "common/common.h" #include "minddata/dataset/include/datasets.h" #include "minddata/dataset/include/transforms.h" #include "minddata/dataset/include/vision.h" #include "minddata/dataset/kernels/ir/vision/vision_ir.h" using namespace mindspore::dataset; class MindDataTestIRVision : public UT::DatasetOpTesting { public: MindDataTestIRVision() = default; }; TEST_F(MindDataTestIRVision, TestAutoContrastIRFail1) { MS_LOG(INFO) << "Doing MindDataTestIRVision-TestAutoContrastIRFail1."; // Testing invalid cutoff < 0 std::shared_ptr auto_contrast1(new vision::AutoContrastOperation(-1.0,{})); ASSERT_NE(auto_contrast1, nullptr); Status rc1 = auto_contrast1->ValidateParams(); EXPECT_ERROR(rc1); // Testing invalid cutoff > 100 std::shared_ptr auto_contrast2(new vision::AutoContrastOperation(110.0, {10, 20})); ASSERT_NE(auto_contrast2, nullptr); Status rc2 = auto_contrast2->ValidateParams(); EXPECT_ERROR(rc2); } TEST_F(MindDataTestIRVision, TestNormalizeFail) { MS_LOG(INFO) << "Doing MindDataTestIRVision-TestNormalizeFail with invalid parameters."; // std value at 0.0 std::shared_ptr normalize1(new vision::NormalizeOperation({121.0, 115.0, 100.0}, {0.0, 68.0, 71.0})); ASSERT_NE(normalize1, nullptr); Status rc1 = normalize1->ValidateParams(); EXPECT_ERROR(rc1); // mean out of range std::shared_ptr normalize2(new vision::NormalizeOperation({121.0, 0.0, 100.0}, {256.0, 68.0, 71.0})); ASSERT_NE(normalize2, nullptr); Status rc2 = normalize2->ValidateParams(); EXPECT_ERROR(rc2); // mean out of range std::shared_ptr normalize3(new vision::NormalizeOperation({256.0, 0.0, 100.0}, {70.0, 68.0, 71.0})); ASSERT_NE(normalize3, nullptr); Status rc3 = normalize3->ValidateParams(); EXPECT_ERROR(rc3); // mean out of range std::shared_ptr normalize4(new vision::NormalizeOperation({-1.0, 0.0, 100.0}, {70.0, 68.0, 71.0})); ASSERT_NE(normalize4, nullptr); Status rc4 = normalize4->ValidateParams(); EXPECT_ERROR(rc4); // normalize with 2 values (not 3 values) for mean std::shared_ptr normalize5(new vision::NormalizeOperation({121.0, 115.0}, {70.0, 68.0, 71.0})); ASSERT_NE(normalize5, nullptr); Status rc5 = normalize5->ValidateParams(); EXPECT_ERROR(rc5); // normalize with 2 values (not 3 values) for standard deviation std::shared_ptr normalize6(new vision::NormalizeOperation({121.0, 115.0, 100.0}, {68.0, 71.0})); ASSERT_NE(normalize6, nullptr); Status rc6 = normalize6->ValidateParams(); EXPECT_ERROR(rc6); }