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Diffstat (limited to 'tests/validation/NEON/Sobel.cpp')
| -rw-r--r-- | tests/validation/NEON/Sobel.cpp | 408 |
1 files changed, 0 insertions, 408 deletions
diff --git a/tests/validation/NEON/Sobel.cpp b/tests/validation/NEON/Sobel.cpp deleted file mode 100644 index c9ff7d6b95..0000000000 --- a/tests/validation/NEON/Sobel.cpp +++ /dev/null @@ -1,408 +0,0 @@ -/* - * 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/core/Types.h" -#include "arm_compute/runtime/NEON/functions/NESobel3x3.h" -#include "arm_compute/runtime/NEON/functions/NESobel5x5.h" -#include "arm_compute/runtime/NEON/functions/NESobel7x7.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.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/SobelFixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -TEST_SUITE(NEON) -TEST_SUITE(Sobel) - -TEST_SUITE(W3x3) -using NESobel3x3Fixture = SobelValidationFixture<Tensor, Accessor, NESobel3x3, uint8_t, int16_t>; - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - shape, border_mode, format) -{ - // Generate a random constant value - std::mt19937 gen(library->seed()); - std::uniform_int_distribution<uint8_t> int_dist(0, 255); - const uint8_t constant_border_value = int_dist(gen); - - // Create tensors - Tensor src = create_tensor<Tensor>(shape, data_type_from_format(format)); - Tensor dst_x = create_tensor<Tensor>(shape, DataType::S16); - Tensor dst_y = create_tensor<Tensor>(shape, DataType::S16); - - src.info()->set_format(format); - dst_x.info()->set_format(Format::S16); - dst_y.info()->set_format(Format::S16); - - ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst_x.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst_y.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create sobel 3x3 configure function - NESobel3x3 sobel; - sobel.configure(&src, &dst_x, &dst_y, border_mode, constant_border_value); - - // Validate valid region - constexpr BorderSize border_size{ 1 }; - const ValidRegion dst_valid_region = shape_to_valid_region(shape, border_mode == BorderMode::UNDEFINED, border_size); - - validate(dst_x.info()->valid_region(), dst_valid_region); - validate(dst_y.info()->valid_region(), dst_valid_region); - - // Validate padding - PaddingCalculator calculator(shape.x(), 8); - - calculator.set_border_mode(border_mode); - calculator.set_border_size(1); - - const PaddingSize dst_padding = calculator.required_padding(); - - calculator.set_accessed_elements(16); - calculator.set_access_offset(-1); - - const PaddingSize src_padding = calculator.required_padding(); - - validate(src.info()->padding(), src_padding); - validate(dst_x.info()->padding(), dst_padding); - validate(dst_y.info()->padding(), dst_padding); -} - -TEST_SUITE(X) -FIXTURE_DATA_TEST_CASE(RunSmall, NESobel3x3Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_X))) -{ - // Validate output - ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); - validate(Accessor(_target.first), _reference.first, valid_region_x); -} - -FIXTURE_DATA_TEST_CASE(RunLarge, NESobel3x3Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_X))) -{ - // Validate output - ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); - validate(Accessor(_target.first), _reference.first, valid_region_x); -} -TEST_SUITE_END() -TEST_SUITE(Y) -FIXTURE_DATA_TEST_CASE(RunSmall, NESobel3x3Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y))) -{ - // Validate output - ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); - validate(Accessor(_target.second), _reference.second, valid_region_y); -} - -FIXTURE_DATA_TEST_CASE(RunLarge, NESobel3x3Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y))) -{ - // Validate output - ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); - validate(Accessor(_target.second), _reference.second, valid_region_y); -} -TEST_SUITE_END() -TEST_SUITE(XY) -FIXTURE_DATA_TEST_CASE(RunSmall, NESobel3x3Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY))) -{ - // Validate output - ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); - validate(Accessor(_target.first), _reference.first, valid_region_x); - - ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); - validate(Accessor(_target.second), _reference.second, valid_region_y); -} - -FIXTURE_DATA_TEST_CASE(RunLarge, NESobel3x3Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY))) -{ - // Validate output - ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); - validate(Accessor(_target.first), _reference.first, valid_region_x); - - ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); - validate(Accessor(_target.second), _reference.second, valid_region_y); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE(W5x5) -using NESobel5x5Fixture = SobelValidationFixture<Tensor, Accessor, NESobel5x5, uint8_t, int16_t>; - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - shape, border_mode, format) -{ - // Generate a random constant value - std::mt19937 gen(library->seed()); - std::uniform_int_distribution<uint8_t> int_dist(0, 255); - const uint8_t constant_border_value = int_dist(gen); - - // Create tensors - Tensor src = create_tensor<Tensor>(shape, data_type_from_format(format)); - Tensor dst_x = create_tensor<Tensor>(shape, DataType::S16); - Tensor dst_y = create_tensor<Tensor>(shape, DataType::S16); - - src.info()->set_format(format); - dst_x.info()->set_format(Format::S16); - dst_y.info()->set_format(Format::S16); - - ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst_x.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst_y.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create sobel 5x5 configure function - NESobel5x5 sobel; - sobel.configure(&src, &dst_x, &dst_y, border_mode, constant_border_value); - - // Validate valid region - constexpr BorderSize border_size{ 2 }; - const ValidRegion dst_valid_region = shape_to_valid_region(shape, border_mode == BorderMode::UNDEFINED, border_size); - - validate(dst_x.info()->valid_region(), dst_valid_region); - validate(dst_y.info()->valid_region(), dst_valid_region); - - // Validate padding - PaddingCalculator calculator(shape.x(), 16); - - calculator.set_border_mode(border_mode); - calculator.set_border_size(2); - - const PaddingSize dst_padding = calculator.required_padding(); - - calculator.set_processed_elements(8); - calculator.set_access_offset(-2); - - const PaddingSize src_padding = calculator.required_padding(); - - validate(src.info()->padding(), src_padding); - validate(dst_x.info()->padding(), dst_padding); - validate(dst_y.info()->padding(), dst_padding); -} -TEST_SUITE(X) -FIXTURE_DATA_TEST_CASE(RunSmall, NESobel5x5Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_X))) -{ - // Validate output - ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); - validate(Accessor(_target.first), _reference.first, valid_region_x); -} - -FIXTURE_DATA_TEST_CASE(RunLarge, NESobel5x5Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_X))) -{ - // Validate output - ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); - validate(Accessor(_target.first), _reference.first, valid_region_x); -} -TEST_SUITE_END() -TEST_SUITE(Y) -FIXTURE_DATA_TEST_CASE(RunSmall, NESobel5x5Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y))) -{ - // Validate output - ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); - validate(Accessor(_target.second), _reference.second, valid_region_y); -} - -FIXTURE_DATA_TEST_CASE(RunLarge, NESobel5x5Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y))) -{ - // Validate output - ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); - validate(Accessor(_target.second), _reference.second, valid_region_y); -} -TEST_SUITE_END() -TEST_SUITE(XY) -FIXTURE_DATA_TEST_CASE(RunSmall, NESobel5x5Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY))) -{ - // Validate output - ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); - validate(Accessor(_target.first), _reference.first, valid_region_x); - - ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); - validate(Accessor(_target.second), _reference.second, valid_region_y); -} - -FIXTURE_DATA_TEST_CASE(RunLarge, NESobel5x5Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY))) -{ - // Validate output - ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); - validate(Accessor(_target.first), _reference.first, valid_region_x); - - ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); - validate(Accessor(_target.second), _reference.second, valid_region_y); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE(W7x7) -using NESobel7x7Fixture = SobelValidationFixture<Tensor, Accessor, NESobel7x7, uint8_t, int32_t>; - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - shape, border_mode, format) -{ - // Generate a random constant value - std::mt19937 gen(library->seed()); - std::uniform_int_distribution<uint8_t> int_dist(0, 255); - const uint8_t constant_border_value = int_dist(gen); - - // Create tensors - Tensor src = create_tensor<Tensor>(shape, data_type_from_format(format)); - Tensor dst_x = create_tensor<Tensor>(shape, DataType::S32); - Tensor dst_y = create_tensor<Tensor>(shape, DataType::S32); - - src.info()->set_format(format); - dst_x.info()->set_format(Format::S32); - dst_y.info()->set_format(Format::S32); - - ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst_x.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst_y.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create sobel 7x7 configure function - NESobel7x7 sobel; - sobel.configure(&src, &dst_x, &dst_y, border_mode, constant_border_value); - - // Validate valid region - constexpr BorderSize border_size{ 3 }; - const ValidRegion dst_valid_region = shape_to_valid_region(shape, border_mode == BorderMode::UNDEFINED, border_size); - - validate(dst_x.info()->valid_region(), dst_valid_region); - validate(dst_y.info()->valid_region(), dst_valid_region); - - // Validate padding - PaddingCalculator calculator(shape.x(), 8); - - calculator.set_border_mode(border_mode); - calculator.set_border_size(3); - - const PaddingSize dst_padding = calculator.required_padding(); - - calculator.set_accessed_elements(16); - calculator.set_access_offset(-3); - - const PaddingSize src_padding = calculator.required_padding(); - - validate(src.info()->padding(), src_padding); - validate(dst_x.info()->padding(), dst_padding); - validate(dst_y.info()->padding(), dst_padding); -} -TEST_SUITE(X) -FIXTURE_DATA_TEST_CASE(RunSmall, NESobel7x7Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_X))) -{ - // Validate output - ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); - validate(Accessor(_target.first), _reference.first, valid_region_x); -} - -FIXTURE_DATA_TEST_CASE(RunLarge, NESobel7x7Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_X))) -{ - // Validate output - ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); - validate(Accessor(_target.first), _reference.first, valid_region_x); -} -TEST_SUITE_END() -TEST_SUITE(Y) -FIXTURE_DATA_TEST_CASE(RunSmall, NESobel7x7Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y))) -{ - // Validate output - ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); - validate(Accessor(_target.second), _reference.second, valid_region_y); -} - -FIXTURE_DATA_TEST_CASE(RunLarge, NESobel7x7Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y))) -{ - // Validate output - ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); - validate(Accessor(_target.second), _reference.second, valid_region_y); -} -TEST_SUITE_END() -TEST_SUITE(XY) -FIXTURE_DATA_TEST_CASE(RunSmall, NESobel7x7Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY))) -{ - // Validate output - ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); - validate(Accessor(_target.first), _reference.first, valid_region_x); - - ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); - validate(Accessor(_target.second), _reference.second, valid_region_y); -} - -FIXTURE_DATA_TEST_CASE(RunLarge, NESobel7x7Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", - Format::U8)), - framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY))) -{ - // Validate output - ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); - validate(Accessor(_target.first), _reference.first, valid_region_x); - - ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); - validate(Accessor(_target.second), _reference.second, valid_region_y); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute |