| /* |
| * 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::NIGHTLY, |
| 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 |