| /* |
| * 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/NEON/functions/NENonLinearFilter.h" |
| #include "tests/NEON/Accessor.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(NEON) |
| 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<uint8_t> distribution_u8(0, 255); |
| const uint8_t constant_border_value = distribution_u8(generator); |
| |
| // Create the mask |
| std::vector<uint8_t> mask(mask_size * mask_size); |
| fill_mask_from_pattern(mask.data(), mask_size, mask_size, pattern); |
| const auto half_mask_size = static_cast<int>(mask_size / 2); |
| |
| // Create tensors |
| Tensor src = create_tensor<Tensor>(shape, DataType::U8); |
| Tensor dst = create_tensor<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 |
| NENonLinearFilter filter; |
| filter.configure(&src, &dst, function, mask_size, pattern, mask.data(), 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 <typename T> |
| using NENonLinearFilterFixture = NonLinearFilterValidationFixture<Tensor, Accessor, NENonLinearFilter, T>; |
| |
| FIXTURE_DATA_TEST_CASE(RunSmall, NENonLinearFilterFixture<uint8_t>, 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(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), _border_size)); |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunLarge, NENonLinearFilterFixture<uint8_t>, 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(Accessor(_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 |