/* * 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/core/Types.h" #include "arm_compute/runtime/CL/CLPyramid.h" #include "arm_compute/runtime/CL/functions/CLLaplacianPyramid.h" #include "arm_compute/runtime/CL/functions/CLLaplacianReconstruct.h" #include "arm_compute/runtime/Tensor.h" #include "arm_compute/runtime/TensorAllocator.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/LaplacianReconstructFixture.h" namespace arm_compute { namespace test { namespace validation { namespace { const auto small_laplacian_reconstruct_levels = framework::dataset::make("NumLevels", 2, 3); const auto large_laplacian_reconstruct_levels = framework::dataset::make("NumLevels", 2, 5); const auto formats = combine(framework::dataset::make("FormatIn", Format::S16), framework::dataset::make("FormatOut", Format::U8)); template void validate_laplacian_reconstruct(CLTensor &target, const SimpleTensor &reference, BorderMode border_mode, size_t num_levels) { const unsigned int filter_size = 5; const unsigned int border_size(filter_size / 2); BorderSize border(std::pow(border_size, num_levels)); // Validate output ValidRegion valid_region = shape_to_valid_region(reference.shape(), border_mode == BorderMode::UNDEFINED, border); validate(CLAccessor(target), reference, valid_region); } } // namespace TEST_SUITE(CL) TEST_SUITE(LaplacianReconstruct) // *INDENT-OFF* // clang-format off DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine( concat(datasets::Medium2DShapes(), datasets::Large2DShapes()), datasets::BorderModes()), large_laplacian_reconstruct_levels), shape, border_mode, num_levels) { // Create pyramid info PyramidInfo pyramid_info(num_levels, SCALE_PYRAMID_HALF, shape, Format::S16); CLPyramid dst_pyramid{}; dst_pyramid.init(pyramid_info); // Create Tensors CLTensor src = create_tensor(shape, DataType::U8); // The first two dimensions of the output tensor must match the first two // dimensions of the tensor in the last level of the pyramid TensorShape dst_shape(shape); dst_shape.set(0, dst_pyramid.get_pyramid_level(num_levels - 1)->info()->dimension(0)); dst_shape.set(1, dst_pyramid.get_pyramid_level(num_levels - 1)->info()->dimension(1)); CLTensor dst = create_tensor(dst_shape, DataType::S16); // The dimensions of the reconstruct are the same as the src shape CLTensor rec_dst = create_tensor(shape, DataType::U8); // Create and configure pyramid function CLLaplacianPyramid laplacian_pyramid; laplacian_pyramid.configure(&src, &dst_pyramid, &dst, border_mode, 0); // Create and configure reconstruct function CLLaplacianReconstruct laplacian_reconstruct; laplacian_reconstruct.configure(&dst_pyramid, &dst, &rec_dst, border_mode, 0); ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); for(size_t level = 0; level < pyramid_info.num_levels(); ++level) { ARM_COMPUTE_EXPECT(dst_pyramid.get_pyramid_level(level)->info()->is_resizable(), framework::LogLevel::ERRORS); } ARM_COMPUTE_EXPECT(rec_dst.info()->is_resizable(), framework::LogLevel::ERRORS); } using CLLaplacianReconstructFixture = LaplacianReconstructValidationFixture; FIXTURE_DATA_TEST_CASE(RunSmall, CLLaplacianReconstructFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine( datasets::Medium2DShapes(), datasets::BorderModes()), small_laplacian_reconstruct_levels), formats)) { validate_laplacian_reconstruct(_target, _reference, _border_mode, _pyramid_levels); } FIXTURE_DATA_TEST_CASE(RunLarge, CLLaplacianReconstructFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine( datasets::Large2DShapes(), datasets::BorderModes()), large_laplacian_reconstruct_levels), formats)) { validate_laplacian_reconstruct(_target, _reference, _border_mode, _pyramid_levels); } // clang-format on // *INDENT-ON* TEST_SUITE_END() TEST_SUITE_END() } // namespace validation } // namespace test } // namespace arm_compute