257 lines
17 KiB
C++
257 lines
17 KiB
C++
/*
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* Copyright (c) 2017-2020 Arm Limited.
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*
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* SPDX-License-Identifier: MIT
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to
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* deal in the Software without restriction, including without limitation the
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* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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* sell copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in all
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* copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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* SOFTWARE.
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*/
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#include "arm_compute/core/Types.h"
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#include "arm_compute/runtime/NEON/functions/NESobel3x3.h"
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#include "arm_compute/runtime/NEON/functions/NESobel5x5.h"
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#include "arm_compute/runtime/NEON/functions/NESobel7x7.h"
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#include "arm_compute/runtime/Tensor.h"
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#include "arm_compute/runtime/TensorAllocator.h"
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#include "tests/NEON/Accessor.h"
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#include "tests/PaddingCalculator.h"
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#include "tests/datasets/BorderModeDataset.h"
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#include "tests/datasets/ShapeDatasets.h"
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#include "tests/framework/Asserts.h"
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#include "tests/framework/Macros.h"
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#include "tests/framework/datasets/Datasets.h"
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#include "tests/validation/Validation.h"
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#include "tests/validation/fixtures/SobelFixture.h"
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namespace arm_compute
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{
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namespace test
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{
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namespace validation
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{
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TEST_SUITE(NEON)
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TEST_SUITE(Sobel)
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TEST_SUITE(W3x3)
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using NESobel3x3Fixture = SobelValidationFixture<Tensor, Accessor, NESobel3x3, uint8_t, int16_t>;
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TEST_SUITE(X)
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FIXTURE_DATA_TEST_CASE(RunSmall, NESobel3x3Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_X)))
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{
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// Validate output
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ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1));
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validate(Accessor(_target.first), _reference.first, valid_region_x);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NESobel3x3Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_X)))
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{
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// Validate output
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ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1));
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validate(Accessor(_target.first), _reference.first, valid_region_x);
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}
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TEST_SUITE_END()
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TEST_SUITE(Y)
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FIXTURE_DATA_TEST_CASE(RunSmall, NESobel3x3Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y)))
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{
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// Validate output
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ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1));
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validate(Accessor(_target.second), _reference.second, valid_region_y);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NESobel3x3Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y)))
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{
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// Validate output
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ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1));
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validate(Accessor(_target.second), _reference.second, valid_region_y);
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}
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TEST_SUITE_END()
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TEST_SUITE(XY)
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FIXTURE_DATA_TEST_CASE(RunSmall, NESobel3x3Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY)))
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{
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// Validate output
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ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1));
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validate(Accessor(_target.first), _reference.first, valid_region_x);
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ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1));
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validate(Accessor(_target.second), _reference.second, valid_region_y);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NESobel3x3Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY)))
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{
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// Validate output
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ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1));
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validate(Accessor(_target.first), _reference.first, valid_region_x);
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ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1));
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validate(Accessor(_target.second), _reference.second, valid_region_y);
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}
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TEST_SUITE_END()
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TEST_SUITE_END()
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TEST_SUITE(W5x5)
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using NESobel5x5Fixture = SobelValidationFixture<Tensor, Accessor, NESobel5x5, uint8_t, int16_t>;
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TEST_SUITE(X)
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FIXTURE_DATA_TEST_CASE(RunSmall, NESobel5x5Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_X)))
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{
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// Validate output
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ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2));
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validate(Accessor(_target.first), _reference.first, valid_region_x);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NESobel5x5Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_X)))
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{
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// Validate output
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ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2));
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validate(Accessor(_target.first), _reference.first, valid_region_x);
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}
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TEST_SUITE_END()
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TEST_SUITE(Y)
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FIXTURE_DATA_TEST_CASE(RunSmall, NESobel5x5Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y)))
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{
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// Validate output
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ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2));
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validate(Accessor(_target.second), _reference.second, valid_region_y);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NESobel5x5Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y)))
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{
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// Validate output
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ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2));
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validate(Accessor(_target.second), _reference.second, valid_region_y);
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}
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TEST_SUITE_END()
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TEST_SUITE(XY)
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FIXTURE_DATA_TEST_CASE(RunSmall, NESobel5x5Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY)))
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{
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// Validate output
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ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2));
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validate(Accessor(_target.first), _reference.first, valid_region_x);
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ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2));
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validate(Accessor(_target.second), _reference.second, valid_region_y);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NESobel5x5Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY)))
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{
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// Validate output
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ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2));
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validate(Accessor(_target.first), _reference.first, valid_region_x);
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ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2));
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validate(Accessor(_target.second), _reference.second, valid_region_y);
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}
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TEST_SUITE_END()
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TEST_SUITE_END()
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TEST_SUITE(W7x7)
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using NESobel7x7Fixture = SobelValidationFixture<Tensor, Accessor, NESobel7x7, uint8_t, int32_t>;
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TEST_SUITE(X)
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FIXTURE_DATA_TEST_CASE(RunSmall, NESobel7x7Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_X)))
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{
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// Validate output
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ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3));
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validate(Accessor(_target.first), _reference.first, valid_region_x);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NESobel7x7Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_X)))
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{
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// Validate output
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ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3));
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validate(Accessor(_target.first), _reference.first, valid_region_x);
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}
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TEST_SUITE_END()
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TEST_SUITE(Y)
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FIXTURE_DATA_TEST_CASE(RunSmall, NESobel7x7Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y)))
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{
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// Validate output
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ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3));
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validate(Accessor(_target.second), _reference.second, valid_region_y);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NESobel7x7Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y)))
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{
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// Validate output
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ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3));
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validate(Accessor(_target.second), _reference.second, valid_region_y);
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}
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TEST_SUITE_END()
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TEST_SUITE(XY)
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FIXTURE_DATA_TEST_CASE(RunSmall, NESobel7x7Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY)))
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{
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// Validate output
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ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3));
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validate(Accessor(_target.first), _reference.first, valid_region_x);
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ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3));
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validate(Accessor(_target.second), _reference.second, valid_region_y);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NESobel7x7Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format",
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Format::U8)),
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framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY)))
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{
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// Validate output
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ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3));
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validate(Accessor(_target.first), _reference.first, valid_region_x);
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ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3));
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validate(Accessor(_target.second), _reference.second, valid_region_y);
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}
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TEST_SUITE_END()
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TEST_SUITE_END()
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TEST_SUITE_END()
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TEST_SUITE_END()
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} // namespace validation
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} // namespace test
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} // namespace arm_compute
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