198 lines
10 KiB
C++
198 lines
10 KiB
C++
/*
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* Copyright (c) 2018-2020 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/runtime/CL/CLScheduler.h"
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#include "arm_compute/runtime/CL/functions/CLPadLayer.h"
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#include "tests/CL/CLAccessor.h"
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#include "tests/Globals.h"
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#include "tests/datasets/ShapeDatasets.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/PadLayerFixture.h"
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#include "utils/TypePrinter.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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namespace
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{
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const auto PaddingSizesDataset3D = framework::dataset::make("PaddingSize",
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{
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PaddingList{ { 0, 0 } },
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PaddingList{ { 1, 1 } },
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PaddingList{ { 33, 33 } },
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PaddingList{ { 1, 1 }, { 5, 5 } },
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PaddingList{ { 1, 1 }, { 1, 1 }, { 5, 5 } },
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PaddingList{ { 0, 0 }, { 1, 0 }, { 0, 1 } },
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PaddingList{ { 0, 0 }, { 0, 0 }, { 0, 0 } }
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});
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const auto PaddingSizesDataset4D = framework::dataset::make("PaddingSize",
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{
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PaddingList{ { 1, 1 }, { 1, 0 }, { 1, 1 }, { 0, 0 } },
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PaddingList{ { 0, 0 }, { 0, 0 }, { 0, 0 }, { 1, 1 } },
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PaddingList{ { 0, 1 }, { 1, 0 }, { 2, 2 }, { 1, 0 } },
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PaddingList{ { 1, 1 }, { 1, 1 }, { 1, 1 }, { 3, 3 } }
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});
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} // namespace
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TEST_SUITE(CL)
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TEST_SUITE(PadLayer)
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// *INDENT-OFF*
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// clang-format off
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DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(
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framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Mismatching data type input/output
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TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Mismatching shapes with padding
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TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32),
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TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Invalid number of pad dimensions
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TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Mismatching shapes dimension
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TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32),
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TensorInfo(TensorShape(32U, 13U), 1, DataType::F32) // Invalid padding list
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}),
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framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F16),
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TensorInfo(TensorShape(28U, 11U, 2U), 1, DataType::F32),
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TensorInfo(TensorShape(29U, 17U, 2U), 1, DataType::F32),
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TensorInfo(TensorShape(29U, 15U, 4U, 3U), 1, DataType::F32),
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TensorInfo(TensorShape(29U, 15U, 4U, 3U), 1, DataType::F32),
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TensorInfo(TensorShape(29U, 17U, 2U), 1, DataType::F32),
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TensorInfo(TensorShape(32U, 13U), 1, DataType::F32)
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})),
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framework::dataset::make("PaddingSize", { PaddingList{{0, 0}},
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PaddingList{{1, 1}},
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PaddingList{{1, 1}, {2, 2}},
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PaddingList{{1,1}, {1,1}, {1,1}, {1,1}},
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PaddingList{{1,1}, {1,1}, {1,1}},
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PaddingList{{1, 1}, {2, 2}},
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PaddingList{{0,0}, {0,0}, {1,1}}
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})),
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framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT,
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PaddingMode::CONSTANT,
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PaddingMode::CONSTANT,
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PaddingMode::CONSTANT,
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PaddingMode::SYMMETRIC,
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PaddingMode::REFLECT,
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PaddingMode::REFLECT
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})),
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framework::dataset::make("Expected", { false,
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false,
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true,
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false,
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false,
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true,
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false })),
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input_info, output_info, padding, mode, expected)
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{
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ARM_COMPUTE_EXPECT(bool(CLPadLayer::validate(&input_info.clone()->set_is_resizable(true), &output_info.clone()->set_is_resizable(true), padding, PixelValue(), mode)) == expected, framework::LogLevel::ERRORS);
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}
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// clang-format on
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// *INDENT-ON*
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template <typename T>
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using CLPaddingFixture = PaddingFixture<CLTensor, CLAccessor, CLPadLayer, T>;
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TEST_SUITE(Float)
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TEST_SUITE(FP32)
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FIXTURE_DATA_TEST_CASE(RunSmall, CLPaddingFixture<float>, framework::DatasetMode::ALL,
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combine(combine(combine(datasets::Small3DShapes(), framework::dataset::make("DataType", { DataType::F32 })), PaddingSizesDataset3D),
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framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT, PaddingMode::SYMMETRIC })))
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{
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// Validate output
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validate(CLAccessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunSmall4D, CLPaddingFixture<float>, framework::DatasetMode::ALL,
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combine(combine(combine(datasets::Small4DShapes(), framework::dataset::make("DataType", { DataType::F32 })), PaddingSizesDataset4D),
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framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT })))
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{
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// Validate output
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validate(CLAccessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, CLPaddingFixture<float>, framework::DatasetMode::NIGHTLY,
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combine(combine(combine(datasets::Large3DShapes(), framework::dataset::make("DataType", { DataType::F32 })), PaddingSizesDataset3D),
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framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT, PaddingMode::SYMMETRIC })))
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{
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// Validate output
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validate(CLAccessor(_target), _reference);
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}
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TEST_SUITE_END() // FP32
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TEST_SUITE(FP16)
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FIXTURE_DATA_TEST_CASE(RunLarge, CLPaddingFixture<half>, framework::DatasetMode::NIGHTLY,
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combine(combine(combine(datasets::Large3DShapes(), framework::dataset::make("DataType", { DataType::F16 })), PaddingSizesDataset3D),
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framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT })))
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{
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// Validate output
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validate(CLAccessor(_target), _reference);
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}
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TEST_SUITE_END() // FP16
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TEST_SUITE_END() // Float
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TEST_SUITE(Quantized)
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TEST_SUITE(QASYMM8)
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FIXTURE_DATA_TEST_CASE(RunSmall, CLPaddingFixture<uint8_t>, framework::DatasetMode::PRECOMMIT,
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combine(combine(combine(datasets::Small3DShapes(), framework::dataset::make("DataType", { DataType::QASYMM8 })), PaddingSizesDataset3D),
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framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT })))
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{
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// Validate output
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validate(CLAccessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunSmall4D, CLPaddingFixture<uint8_t>, framework::DatasetMode::PRECOMMIT,
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combine(combine(combine(datasets::Small4DShapes(), framework::dataset::make("DataType", { DataType::QASYMM8 })), PaddingSizesDataset4D),
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framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT })))
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{
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// Validate output
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validate(CLAccessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, CLPaddingFixture<uint8_t>, framework::DatasetMode::NIGHTLY,
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combine(combine(combine(datasets::Large3DShapes(), framework::dataset::make("DataType", { DataType::QASYMM8 })), PaddingSizesDataset3D),
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framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT })))
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{
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// Validate output
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validate(CLAccessor(_target), _reference);
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}
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TEST_SUITE_END() // QASYMM8
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TEST_SUITE(QASYMM8_SIGNED)
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FIXTURE_DATA_TEST_CASE(RunSmall, CLPaddingFixture<int8_t>, framework::DatasetMode::PRECOMMIT,
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combine(combine(combine(datasets::Small3DShapes(), framework::dataset::make("DataType", { DataType::QASYMM8_SIGNED })), PaddingSizesDataset3D),
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framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT })))
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{
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// Validate output
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validate(CLAccessor(_target), _reference);
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}
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TEST_SUITE_END() // QASYMM8_SIGNED
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TEST_SUITE_END() // Quantized
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TEST_SUITE_END() // PadLayer
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TEST_SUITE_END() // CL
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} // namespace validation
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} // namespace test
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} // namespace arm_compute
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