/* * 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 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 inline void validate_laplacian_pyramid(const CLPyramid &target, const std::vector> &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; 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