99 lines
4.2 KiB
C++
99 lines
4.2 KiB
C++
/*
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* Copyright (c) 2018 Arm Limited.
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*
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* SPDX-License-Identifier: MIT
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to
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* deal in the Software without restriction, including without limitation the
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* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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* sell copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in all
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* copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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* SOFTWARE.
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*/
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#include "arm_compute/runtime/Array.h"
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#include "arm_compute/runtime/NEON/functions/NEHOGDescriptor.h"
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#include "arm_compute/runtime/NEON/functions/NEHOGDetector.h"
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#include "tests/NEON/Accessor.h"
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#include "tests/NEON/ArrayAccessor.h"
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#include "tests/NEON/HOGAccessor.h"
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#include "tests/datasets/HOGDescriptorDataset.h"
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#include "tests/framework/Asserts.h"
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#include "tests/framework/Macros.h"
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#include "tests/framework/datasets/Datasets.h"
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#include "tests/validation/Validation.h"
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#include "tests/validation/fixtures/HOGDetectorFixture.h"
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namespace arm_compute
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{
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namespace test
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{
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namespace validation
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{
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namespace
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{
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/* Set the tolerance (percentage) used when validating the score of detection window.
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Note: High tolerance is required due to divergence between CL and NEON detection window scores. */
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RelativeTolerance<float> tolerance(1.0f);
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/* Input dataset (values must be a multiple of the HOGInfo block_size) */
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const auto DetectionWindowStrideDataset = framework::dataset::make("DetectionWindowStride", { Size2D(8, 8), Size2D(16, 16) });
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} // namespace
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TEST_SUITE(NEON)
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TEST_SUITE(HOGDetector)
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// *INDENT-OFF*
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// clang-format off
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using NEHOGDetectorFixture = HOGDetectorValidationFixture<Tensor,
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HOG,
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DetectionWindowArray,
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NEHOGDescriptor,
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Accessor,
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ArrayAccessor<DetectionWindow>,
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HOGAccessor,
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NEHOGDetector,
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uint8_t,
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float>;
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FIXTURE_DATA_TEST_CASE(RunSmall, NEHOGDetectorFixture, framework::DatasetMode::PRECOMMIT,
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combine(combine(combine(
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DetectionWindowStrideDataset,
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datasets::SmallHOGDescriptorDataset()),
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framework::dataset::make("Format", Format::U8)),
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framework::dataset::make("BorderMode", {BorderMode::CONSTANT, BorderMode::REPLICATE})))
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{
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// Validate output
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validate_detection_windows(_target.begin(), _target.end(), _reference.begin(), _reference.end(), tolerance);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NEHOGDetectorFixture, framework::DatasetMode::NIGHTLY,
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combine(combine(combine(
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DetectionWindowStrideDataset,
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datasets::LargeHOGDescriptorDataset()),
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framework::dataset::make("Format", Format::U8)),
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framework::dataset::make("BorderMode", {BorderMode::CONSTANT, BorderMode::REPLICATE})))
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{
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// Validate output
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validate_detection_windows(_target.begin(), _target.end(), _reference.begin(), _reference.end(), tolerance);
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}
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// clang-format on
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// *INDENT-ON*
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TEST_SUITE_END()
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TEST_SUITE_END()
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} // namespace validation
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} // namespace test
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} // namespace arm_compute
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