| /* |
| * 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/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>; |
| |
| TEST_SUITE(X) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NESobel3x3Fixture, 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(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::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(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::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(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>; |
| |
| TEST_SUITE(X) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NESobel5x5Fixture, 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(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::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(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::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(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>; |
| TEST_SUITE(X) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NESobel7x7Fixture, 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(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::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(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::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(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 |