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/*
* 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/Array.h"
#include "arm_compute/runtime/NEON/functions/NEHOGDescriptor.h"
#include "arm_compute/runtime/NEON/functions/NEHOGDetector.h"
#include "tests/NEON/Accessor.h"
#include "tests/NEON/ArrayAccessor.h"
#include "tests/NEON/HOGAccessor.h"
#include "tests/datasets/HOGDescriptorDataset.h"
#include "tests/framework/Asserts.h"
#include "tests/framework/Macros.h"
#include "tests/framework/datasets/Datasets.h"
#include "tests/validation/Validation.h"
#include "tests/validation/fixtures/HOGDetectorFixture.h"
namespace arm_compute
{
namespace test
{
namespace validation
{
namespace
{
/* Set the tolerance (percentage) used when validating the score of detection window.
Note: High tolerance is required due to divergence between CL and NEON detection window scores. */
RelativeTolerance<float> tolerance(1.0f);
/* Input dataset (values must be a multiple of the HOGInfo block_size) */
const auto DetectionWindowStrideDataset = framework::dataset::make("DetectionWindowStride", { Size2D(8, 8), Size2D(16, 16) });
} // namespace
TEST_SUITE(NEON)
TEST_SUITE(HOGDetector)
// *INDENT-OFF*
// clang-format off
using NEHOGDetectorFixture = HOGDetectorValidationFixture<Tensor,
HOG,
DetectionWindowArray,
NEHOGDescriptor,
Accessor,
ArrayAccessor<DetectionWindow>,
HOGAccessor,
NEHOGDetector,
uint8_t,
float>;
FIXTURE_DATA_TEST_CASE(RunSmall, NEHOGDetectorFixture, framework::DatasetMode::PRECOMMIT,
combine(combine(combine(
DetectionWindowStrideDataset,
datasets::SmallHOGDescriptorDataset()),
framework::dataset::make("Format", Format::U8)),
framework::dataset::make("BorderMode", {BorderMode::CONSTANT, BorderMode::REPLICATE})))
{
// Validate output
validate_detection_windows(_target.begin(), _target.end(), _reference.begin(), _reference.end(), tolerance);
}
FIXTURE_DATA_TEST_CASE(RunLarge, NEHOGDetectorFixture, framework::DatasetMode::NIGHTLY,
combine(combine(combine(
DetectionWindowStrideDataset,
datasets::LargeHOGDescriptorDataset()),
framework::dataset::make("Format", Format::U8)),
framework::dataset::make("BorderMode", {BorderMode::CONSTANT, BorderMode::REPLICATE})))
{
// 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
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