/* * Copyright (c) 2017-2020 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/CLTensor.h" #include "arm_compute/runtime/CL/CLTensorAllocator.h" #include "arm_compute/runtime/CL/functions/CLSobel3x3.h" #include "arm_compute/runtime/CL/functions/CLSobel5x5.h" #include "arm_compute/runtime/CL/functions/CLSobel7x7.h" #include "tests/CL/CLAccessor.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(CL) TEST_SUITE(Sobel) TEST_SUITE(W3x3) using CLSobel3x3Fixture = SobelValidationFixture; TEST_SUITE(X) FIXTURE_DATA_TEST_CASE(RunSmall, CLSobel3x3Fixture, framework::DatasetMode::NIGHTLY, 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(CLAccessor(_target.first), _reference.first, valid_region_x); } FIXTURE_DATA_TEST_CASE(RunLarge, CLSobel3x3Fixture, 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(CLAccessor(_target.first), _reference.first, valid_region_x); } TEST_SUITE_END() TEST_SUITE(Y) FIXTURE_DATA_TEST_CASE(RunSmall, CLSobel3x3Fixture, framework::DatasetMode::NIGHTLY, 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(CLAccessor(_target.second), _reference.second, valid_region_y); } FIXTURE_DATA_TEST_CASE(RunLarge, CLSobel3x3Fixture, 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(CLAccessor(_target.second), _reference.second, valid_region_y); } TEST_SUITE_END() TEST_SUITE(XY) FIXTURE_DATA_TEST_CASE(RunSmall, CLSobel3x3Fixture, framework::DatasetMode::NIGHTLY, 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(CLAccessor(_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(CLAccessor(_target.second), _reference.second, valid_region_y); } FIXTURE_DATA_TEST_CASE(RunLarge, CLSobel3x3Fixture, 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(CLAccessor(_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(CLAccessor(_target.second), _reference.second, valid_region_y); } TEST_SUITE_END() TEST_SUITE_END() TEST_SUITE(W5x5) using CLSobel5x5Fixture = SobelValidationFixture; TEST_SUITE(X) FIXTURE_DATA_TEST_CASE(RunSmall, CLSobel5x5Fixture, framework::DatasetMode::NIGHTLY, 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(CLAccessor(_target.first), _reference.first, valid_region_x); } FIXTURE_DATA_TEST_CASE(RunLarge, CLSobel5x5Fixture, 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(CLAccessor(_target.first), _reference.first, valid_region_x); } TEST_SUITE_END() TEST_SUITE(Y) FIXTURE_DATA_TEST_CASE(RunSmall, CLSobel5x5Fixture, framework::DatasetMode::NIGHTLY, 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(CLAccessor(_target.second), _reference.second, valid_region_y); } FIXTURE_DATA_TEST_CASE(RunLarge, CLSobel5x5Fixture, 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(CLAccessor(_target.second), _reference.second, valid_region_y); } TEST_SUITE_END() TEST_SUITE(XY) FIXTURE_DATA_TEST_CASE(RunSmall, CLSobel5x5Fixture, framework::DatasetMode::NIGHTLY, 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(CLAccessor(_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(CLAccessor(_target.second), _reference.second, valid_region_y); } FIXTURE_DATA_TEST_CASE(RunLarge, CLSobel5x5Fixture, 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(CLAccessor(_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(CLAccessor(_target.second), _reference.second, valid_region_y); } TEST_SUITE_END() TEST_SUITE_END() TEST_SUITE(W7x7) using CLSobel7x7Fixture = SobelValidationFixture; TEST_SUITE(X) FIXTURE_DATA_TEST_CASE(RunSmall, CLSobel7x7Fixture, framework::DatasetMode::NIGHTLY, 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(CLAccessor(_target.first), _reference.first, valid_region_x); } FIXTURE_DATA_TEST_CASE(RunLarge, CLSobel7x7Fixture, 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(CLAccessor(_target.first), _reference.first, valid_region_x); } TEST_SUITE_END() TEST_SUITE(Y) FIXTURE_DATA_TEST_CASE(RunSmall, CLSobel7x7Fixture, framework::DatasetMode::NIGHTLY, 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(CLAccessor(_target.second), _reference.second, valid_region_y); } FIXTURE_DATA_TEST_CASE(RunLarge, CLSobel7x7Fixture, 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(CLAccessor(_target.second), _reference.second, valid_region_y); } TEST_SUITE_END() TEST_SUITE(XY) FIXTURE_DATA_TEST_CASE(RunSmall, CLSobel7x7Fixture, framework::DatasetMode::NIGHTLY, 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(CLAccessor(_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(CLAccessor(_target.second), _reference.second, valid_region_y); } FIXTURE_DATA_TEST_CASE(RunLarge, CLSobel7x7Fixture, 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(CLAccessor(_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(CLAccessor(_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