115 lines
4.6 KiB
C++
115 lines
4.6 KiB
C++
/*
|
|
* Copyright (c) 2018-2020 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/core/Types.h"
|
|
#include "arm_compute/runtime/CL/CLPyramid.h"
|
|
#include "arm_compute/runtime/CL/CLTensor.h"
|
|
#include "arm_compute/runtime/CL/CLTensorAllocator.h"
|
|
#include "arm_compute/runtime/CL/functions/CLLaplacianPyramid.h"
|
|
#include "tests/CL/CLAccessor.h"
|
|
#include "tests/datasets/BorderModeDataset.h"
|
|
#include "tests/datasets/ShapeDatasets.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/LaplacianPyramidFixture.h"
|
|
|
|
namespace arm_compute
|
|
{
|
|
namespace test
|
|
{
|
|
namespace validation
|
|
{
|
|
namespace
|
|
{
|
|
/* Absolute tolerance value for comparing reference's output against implementation's output for DataType::S16
|
|
* Tolerance is needed for calculation uncertainties introduced from the layers
|
|
*/
|
|
AbsoluteTolerance<int16_t> tolerance_int16(1);
|
|
const auto small_laplacian_pyramid_levels = framework::dataset::make("NumLevels", 2, 3);
|
|
const auto large_laplacian_pyramid_levels = framework::dataset::make("NumLevels", 2, 5);
|
|
|
|
const auto formats = combine(framework::dataset::make("FormatIn", Format::U8), framework::dataset::make("FormatOut", Format::S16));
|
|
|
|
template <typename T>
|
|
inline void validate_laplacian_pyramid(const CLPyramid &target, const std::vector<SimpleTensor<T>> &reference, BorderMode border_mode)
|
|
{
|
|
CLTensor *level_image = target.get_pyramid_level(0);
|
|
ValidRegion valid_region = shape_to_valid_region(reference[0].shape(), border_mode == BorderMode::UNDEFINED, BorderSize(2));
|
|
|
|
// Validate lowest level
|
|
validate(CLAccessor(*level_image), reference[0], valid_region);
|
|
|
|
// Validate remaining levels
|
|
for(size_t lev = 1; lev < target.info()->num_levels(); lev++)
|
|
{
|
|
level_image = target.get_pyramid_level(lev);
|
|
CLTensor *prev_level_image = target.get_pyramid_level(lev - 1);
|
|
|
|
valid_region = shape_to_valid_region_laplacian_pyramid(prev_level_image->info()->tensor_shape(),
|
|
prev_level_image->info()->valid_region(),
|
|
border_mode == BorderMode::UNDEFINED);
|
|
|
|
// Validate level
|
|
validate(CLAccessor(*level_image), reference[lev], valid_region, tolerance_int16);
|
|
}
|
|
}
|
|
} // namespace
|
|
|
|
TEST_SUITE(CL)
|
|
TEST_SUITE(LaplacianPyramid)
|
|
|
|
// *INDENT-OFF*
|
|
// clang-format off
|
|
|
|
using CLLaplacianPyramidFixture = LaplacianPyramidValidationFixture<CLTensor, CLAccessor, CLLaplacianPyramid, uint8_t, int16_t, CLPyramid>;
|
|
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, CLLaplacianPyramidFixture, framework::DatasetMode::PRECOMMIT,
|
|
combine(combine(combine(
|
|
datasets::Medium2DShapes(),
|
|
datasets::BorderModes()),
|
|
small_laplacian_pyramid_levels),
|
|
formats))
|
|
{
|
|
validate_laplacian_pyramid(_target, _reference, _border_mode);
|
|
}
|
|
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, CLLaplacianPyramidFixture, framework::DatasetMode::NIGHTLY,
|
|
combine(combine(combine(
|
|
datasets::Large2DShapes(),
|
|
datasets::BorderModes()),
|
|
large_laplacian_pyramid_levels),
|
|
formats))
|
|
{
|
|
validate_laplacian_pyramid(_target, _reference, _border_mode);
|
|
}
|
|
// clang-format on
|
|
// *INDENT-ON*
|
|
|
|
TEST_SUITE_END()
|
|
TEST_SUITE_END()
|
|
} // namespace validation
|
|
} // namespace test
|
|
} // namespace arm_compute
|