/* * Copyright (c) 2017-2019 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/runtime/CL/functions/CLNonLinearFilter.h" #include "tests/CL/CLAccessor.h" #include "tests/PaddingCalculator.h" #include "tests/datasets/BorderModeDataset.h" #include "tests/datasets/MatrixPatternDataset.h" #include "tests/datasets/NonLinearFilterFunctionDataset.h" #include "tests/datasets/ShapeDatasets.h" #include "tests/framework/Macros.h" #include "tests/validation/Validation.h" #include "tests/validation/fixtures/NonLinearFilterFixture.h" namespace arm_compute { namespace test { namespace validation { TEST_SUITE(CL) TEST_SUITE(NonLinearFilter) DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallShapes(), datasets::NonLinearFilterFunctions()), framework::dataset::make("MaskSize", { 3U, 5U })), datasets::MatrixPatterns()), datasets::BorderModes()), shape, function, mask_size, pattern, border_mode) { std::mt19937 generator(library->seed()); std::uniform_int_distribution distribution_u8(0, 255); const uint8_t constant_border_value = distribution_u8(generator); // Create the mask uint8_t mask[mask_size * mask_size]; fill_mask_from_pattern(mask, mask_size, mask_size, pattern); const auto half_mask_size = static_cast(mask_size / 2); // Create tensors CLTensor src = create_tensor(shape, DataType::U8); CLTensor dst = create_tensor(shape, DataType::U8); ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); // Create and configure function CLNonLinearFilter filter; filter.configure(&src, &dst, function, mask_size, pattern, mask, border_mode, constant_border_value); // Validate valid region const ValidRegion dst_valid_region = shape_to_valid_region(shape, border_mode == BorderMode::UNDEFINED, BorderSize(half_mask_size)); validate(dst.info()->valid_region(), dst_valid_region); // Validate padding PaddingCalculator calculator(shape.x(), ((MatrixPattern::OTHER == pattern) ? 1 : 8)); calculator.set_border_mode(border_mode); calculator.set_border_size(half_mask_size); const PaddingSize write_padding = calculator.required_padding(PaddingCalculator::Option::EXCLUDE_BORDER); calculator.set_accessed_elements(16); calculator.set_access_offset(-half_mask_size); const PaddingSize read_padding = calculator.required_padding(PaddingCalculator::Option::INCLUDE_BORDER); validate(src.info()->padding(), read_padding); validate(dst.info()->padding(), write_padding); } template using CLNonLinearFilterFixture = NonLinearFilterValidationFixture; FIXTURE_DATA_TEST_CASE(RunSmall, CLNonLinearFilterFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(), datasets::NonLinearFilterFunctions()), framework::dataset::make("MaskSize", { 3U, 5U })), datasets::MatrixPatterns()), datasets::BorderModes()), framework::dataset::make("DataType", DataType::U8))) { // Validate output validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), _border_size)); } FIXTURE_DATA_TEST_CASE(RunLarge, CLNonLinearFilterFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(datasets::LargeShapes(), datasets::NonLinearFilterFunctions()), framework::dataset::make("MaskSize", { 3U, 5U })), datasets::MatrixPatterns()), datasets::BorderModes()), framework::dataset::make("DataType", DataType::U8))) { // Validate output validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), _border_size)); } TEST_SUITE_END() TEST_SUITE_END() } // namespace validation } // namespace test } // namespace arm_compute