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Diffstat (limited to 'tests/validation/CL/HOGMultiDetection.cpp')
-rw-r--r-- | tests/validation/CL/HOGMultiDetection.cpp | 97 |
1 files changed, 97 insertions, 0 deletions
diff --git a/tests/validation/CL/HOGMultiDetection.cpp b/tests/validation/CL/HOGMultiDetection.cpp new file mode 100644 index 0000000000..634af416e2 --- /dev/null +++ b/tests/validation/CL/HOGMultiDetection.cpp @@ -0,0 +1,97 @@ +/* + * Copyright (c) 2018 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#include "arm_compute/runtime/CL/CLMultiHOG.h" +#include "arm_compute/runtime/CL/functions/CLHOGDescriptor.h" +#include "arm_compute/runtime/CL/functions/CLHOGMultiDetection.h" +#include "arm_compute/runtime/Tensor.h" +#include "tests/CL/CLAccessor.h" +#include "tests/CL/CLArrayAccessor.h" +#include "tests/CL/CLHOGAccessor.h" +#include "tests/datasets/HOGMultiDetectionDataset.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "tests/validation/Validation.h" +#include "tests/validation/fixtures/HOGMultiDetectionFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +/* Set the tolerance (percentage) used when validating the strength of detection window. */ +RelativeTolerance<float> tolerance(0.1f); +} // namespace + +TEST_SUITE(CL) +TEST_SUITE(HOGMultiDetection) + +// *INDENT-OFF* +// clang-format off +using CLHOGMultiDetectionFixture = HOGMultiDetectionValidationFixture<CLTensor, + CLHOG, + CLMultiHOG, + CLDetectionWindowArray, + CLSize2DArray, + CLAccessor, + CLArrayAccessor<Size2D>, + CLArrayAccessor<DetectionWindow>, + CLHOGAccessor, + CLHOGMultiDetection, + uint8_t, + float>; + + +FIXTURE_DATA_TEST_CASE(RunSmall, CLHOGMultiDetectionFixture, framework::DatasetMode::PRECOMMIT, + combine(combine(combine( + datasets::SmallHOGMultiDetectionDataset(), + framework::dataset::make("Format", Format::U8)), + framework::dataset::make("BorderMode", {BorderMode::CONSTANT, BorderMode::REPLICATE})), + framework::dataset::make("NonMaximaSuppression", {false, true}))) +{ + // Validate output + validate_detection_windows(_target.begin(), _target.end(), _reference.begin(), _reference.end(), tolerance); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, CLHOGMultiDetectionFixture, framework::DatasetMode::NIGHTLY, + combine(combine(combine( + datasets::LargeHOGMultiDetectionDataset(), + framework::dataset::make("Format", Format::U8)), + framework::dataset::make("BorderMode", {BorderMode::CONSTANT, BorderMode::REPLICATE})), + framework::dataset::make("NonMaximaSuppression", {false, true}))) +{ + // Validate output + validate_detection_windows(_target.begin(), _target.end(), _reference.begin(), _reference.end(), tolerance); +} + +// clang-format on +// *INDENT-ON* + +TEST_SUITE_END() +TEST_SUITE_END() +} // namespace validation +} // namespace test +} // namespace arm_compute |