373 lines
17 KiB
C++
373 lines
17 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/core/Helpers.h"
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#include "arm_compute/core/Types.h"
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#include "arm_compute/core/utils/misc/ShapeCalculator.h"
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#include "arm_compute/runtime/NEON/functions/NEStackLayer.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/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/StackLayerFixture.h"
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#include <vector>
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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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// *INDENT-OFF*
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// clang-format off
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/** Data types */
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const auto data_types = framework::dataset::make("DataType", { DataType::QASYMM8, DataType::F16, DataType::F32 });
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/** Num tensors values to test */
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const auto n_values = framework::dataset::make("NumTensors", { 3, 4 });
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/** Shapes 1D to test */
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const auto shapes_1d_small = combine(datasets::Small1DShapes(), framework::dataset::make("Axis", -1, 2));
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/** Shapes 2D to test */
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const auto shapes_2d_small = combine(datasets::Small2DShapes(), framework::dataset::make("Axis", -2, 3));
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/** Shapes 3D to test */
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const auto shapes_3d_small = combine(datasets::Small3DShapes(), framework::dataset::make("Axis", -3, 4));
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/** Shapes 4D to test */
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const auto shapes_4d_small = combine(datasets::Small4DShapes(), framework::dataset::make("Axis", -4, 5));
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/** Shapes 1D to test */
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const auto shapes_1d_large = combine(datasets::Large1DShapes(), framework::dataset::make("Axis", -1, 2));
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/** Shapes 2D to test */
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const auto shapes_2d_large = combine(datasets::Medium2DShapes(), framework::dataset::make("Axis", -2, 3));
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/** Shapes 3D to test */
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const auto shapes_3d_large = combine(datasets::Medium3DShapes(), framework::dataset::make("Axis", -3, 4));
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/** Shapes 4D to test */
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const auto shapes_4d_large = combine(datasets::Medium4DShapes(), framework::dataset::make("Axis", -4, 5));
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} // namespace
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/** Fixture to use */
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template<typename T>
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using NEStackLayerFixture = StackLayerValidationFixture<Tensor, ITensor, Accessor, NEStackLayer, T>;
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using namespace arm_compute::misc::shape_calculator;
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TEST_SUITE(NEON)
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TEST_SUITE(StackLayer)
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DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(
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framework::dataset::make("InputInfo",
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{
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std::vector<TensorInfo>{ TensorInfo(TensorShape(9U, 8U), 1, DataType::U8) },
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std::vector<TensorInfo>{ TensorInfo(TensorShape(1U, 2U), 1, DataType::U8) , TensorInfo(TensorShape(1U, 2U), 1, DataType::U8), TensorInfo(TensorShape(1U, 2U), 1, DataType::U8)},
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std::vector<TensorInfo>{ TensorInfo(TensorShape(2U, 3U), 1, DataType::S32) },
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std::vector<TensorInfo>{ TensorInfo(TensorShape(7U, 5U, 3U, 8U, 2U), 1, DataType::S32), TensorInfo(TensorShape(7U, 5U, 3U, 8U, 2U), 1, DataType::S32)},
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std::vector<TensorInfo>{ TensorInfo(TensorShape(9U, 8U), 1, DataType::S32) },
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}),
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framework::dataset::make("OutputInfo",
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{
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TensorInfo(TensorShape(1U, 9U, 8U), 1, DataType::U8), // Passes, stack 1 tensor on x axis
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TensorInfo(TensorShape(1U, 3U, 2U), 1, DataType::U8), // Passes, stack 3 tensors on y axis
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TensorInfo(TensorShape(1U, 2U, 3U), 1, DataType::S32), // fails axis < (- input's rank)
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TensorInfo(TensorShape(3U, 7U, 5U), 1, DataType::S32), // fails, input dimensions > 4
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TensorInfo(TensorShape(1U, 2U, 3U), 1, DataType::U8), // fails mismatching data types
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})),
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framework::dataset::make("Axis", { -3, 1, -4, -3, 1 })),
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framework::dataset::make("Expected", { true, true, false, false, false })),
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input_info, output_info, axis, expected)
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{
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std::vector<TensorInfo> ti(input_info);
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std::vector<ITensorInfo *> vec(input_info.size());
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for(size_t j = 0; j < vec.size(); ++j)
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{
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vec[j] = &ti[j];
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}
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ARM_COMPUTE_EXPECT(bool(NEStackLayer::validate(vec, axis, &output_info)) == expected, framework::LogLevel::ERRORS);
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}
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TEST_SUITE(Shapes1D)
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TEST_SUITE(S32)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEStackLayerFixture<int>, framework::DatasetMode::ALL,
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combine(combine(shapes_1d_small,
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framework::dataset::make("DataType", { DataType::S32 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NEStackLayerFixture<int>, framework::DatasetMode::NIGHTLY,
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combine(combine(shapes_1d_large,
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framework::dataset::make("DataType", { DataType::S32 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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TEST_SUITE_END() // S32
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TEST_SUITE(S16)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEStackLayerFixture<short>, framework::DatasetMode::ALL,
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combine(combine(shapes_1d_small,
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framework::dataset::make("DataType", { DataType::S16 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NEStackLayerFixture<short>, framework::DatasetMode::NIGHTLY,
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combine(combine(shapes_1d_large,
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framework::dataset::make("DataType", { DataType::S16 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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TEST_SUITE_END() // S16
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TEST_SUITE(S8)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEStackLayerFixture<char>, framework::DatasetMode::ALL,
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combine(combine(shapes_1d_small,
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framework::dataset::make("DataType", { DataType::S8 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NEStackLayerFixture<char>, framework::DatasetMode::NIGHTLY,
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combine(combine(shapes_1d_large,
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framework::dataset::make("DataType", { DataType::S8 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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TEST_SUITE_END() // S8
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TEST_SUITE_END() // Shapes1D
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TEST_SUITE(Shapes2D)
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TEST_SUITE(S32)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEStackLayerFixture<int>, framework::DatasetMode::ALL,
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combine(combine(shapes_2d_small,
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framework::dataset::make("DataType", { DataType::S32 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NEStackLayerFixture<int>, framework::DatasetMode::NIGHTLY,
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combine(combine(shapes_2d_large,
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framework::dataset::make("DataType", { DataType::S32 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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TEST_SUITE_END() // S32
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TEST_SUITE(S16)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEStackLayerFixture<short>, framework::DatasetMode::ALL,
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combine(combine(shapes_2d_small,
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framework::dataset::make("DataType", { DataType::S16 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NEStackLayerFixture<short>, framework::DatasetMode::NIGHTLY,
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combine(combine(shapes_2d_large,
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framework::dataset::make("DataType", { DataType::S16 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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TEST_SUITE_END() // S16
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TEST_SUITE(S8)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEStackLayerFixture<char>, framework::DatasetMode::ALL,
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combine(combine(shapes_2d_small,
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framework::dataset::make("DataType", { DataType::S8 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NEStackLayerFixture<char>, framework::DatasetMode::NIGHTLY,
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combine(combine(shapes_2d_large,
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framework::dataset::make("DataType", { DataType::S8 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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TEST_SUITE_END() // S8
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TEST_SUITE_END() // Shapes2D
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TEST_SUITE(Shapes3D)
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TEST_SUITE(S32)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEStackLayerFixture<int>, framework::DatasetMode::ALL,
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combine(combine(shapes_3d_small,
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framework::dataset::make("DataType", { DataType::S32 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NEStackLayerFixture<int>, framework::DatasetMode::NIGHTLY,
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combine(combine(shapes_3d_large,
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framework::dataset::make("DataType", { DataType::S32 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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TEST_SUITE_END() // S32
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TEST_SUITE(S16)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEStackLayerFixture<short>, framework::DatasetMode::ALL,
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combine(combine(shapes_3d_small,
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framework::dataset::make("DataType", { DataType::S16 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NEStackLayerFixture<short>, framework::DatasetMode::NIGHTLY,
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combine(combine(shapes_3d_large,
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framework::dataset::make("DataType", { DataType::S16 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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TEST_SUITE_END() // S16
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TEST_SUITE(S8)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEStackLayerFixture<char>, framework::DatasetMode::ALL,
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combine(combine(shapes_3d_small,
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framework::dataset::make("DataType", { DataType::S8 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NEStackLayerFixture<char>, framework::DatasetMode::NIGHTLY,
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combine(combine(shapes_3d_large,
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framework::dataset::make("DataType", { DataType::S8 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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TEST_SUITE_END() // S8
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TEST_SUITE_END() // Shapes3D
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TEST_SUITE(Shapes4D)
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TEST_SUITE(S32)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEStackLayerFixture<int>, framework::DatasetMode::ALL,
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combine(combine(shapes_4d_small,
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framework::dataset::make("DataType", { DataType::S32 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NEStackLayerFixture<int>, framework::DatasetMode::NIGHTLY,
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combine(combine(shapes_4d_large,
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framework::dataset::make("DataType", { DataType::S32 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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TEST_SUITE_END() // S32
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TEST_SUITE(S16)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEStackLayerFixture<short>, framework::DatasetMode::ALL,
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combine(combine(shapes_4d_small,
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framework::dataset::make("DataType", { DataType::S16 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NEStackLayerFixture<short>, framework::DatasetMode::NIGHTLY,
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combine(combine(shapes_4d_large,
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framework::dataset::make("DataType", { DataType::S16 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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TEST_SUITE_END() // S16
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TEST_SUITE(S8)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEStackLayerFixture<char>, framework::DatasetMode::ALL,
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combine(combine(shapes_4d_small,
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framework::dataset::make("DataType", { DataType::S8 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, NEStackLayerFixture<char>, framework::DatasetMode::NIGHTLY,
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combine(combine(shapes_4d_large,
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framework::dataset::make("DataType", { DataType::S8 })),
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n_values))
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{
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// Validate output
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validate(Accessor(_target), _reference);
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}
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TEST_SUITE_END() // S8
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TEST_SUITE_END() // Shapes4D
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TEST_SUITE_END() // StackLayer
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TEST_SUITE_END() // NEON
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} // namespace validation
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} // namespace test
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} // namespace arm_compute
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