194 lines
9.6 KiB
C++
194 lines
9.6 KiB
C++
/*
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* Copyright (c) 2019-2020 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/NECropResize.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/datasets/CropResizeDataset.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/CropResizeFixture.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(CropResize)
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RelativeTolerance<float> tolerance_fp32(0.001f);
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template <typename T>
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using NECropResizeFixture = CropResizeFixture<Tensor, Accessor, NECropResize, T>;
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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(15U, 30U, 40U, 10U), 1, DataType::S32),
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TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid box_ind shape.
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TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid output shape.
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TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid output data type.
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TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid output shape.
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TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid boxes shape.
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}),
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framework::dataset::make("BoxesInfo",{ TensorInfo(TensorShape(4, 20), 1, DataType::F32),
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TensorInfo(TensorShape(4, 20), 1, DataType::F32),
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TensorInfo(TensorShape(4, 20), 1, DataType::F32),
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TensorInfo(TensorShape(4, 20), 1, DataType::F32),
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TensorInfo(TensorShape(4, 20), 1, DataType::F32),
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TensorInfo(TensorShape(3, 20), 1, DataType::F32),
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})),
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framework::dataset::make("BoxIndInfo",{ TensorInfo(TensorShape(20), 1, DataType::S32),
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TensorInfo(TensorShape(10), 1, DataType::S32),
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TensorInfo(TensorShape(20), 1, DataType::S32),
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TensorInfo(TensorShape(20), 1, DataType::S32),
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TensorInfo(TensorShape(20), 1, DataType::S32),
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TensorInfo(TensorShape(20), 1, DataType::S32),
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})),
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framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::F32),
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TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::F32),
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TensorInfo(TensorShape(15U, 5, 5, 10U), 1, DataType::F32),
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TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::S32),
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TensorInfo(TensorShape(5U, 5, 5, 20U), 1, DataType::F32),
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TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::F32),
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})),
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framework::dataset::make("Expected", { true, false, false, false, false, false})),
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input, boxes, box_ind, output, expected)
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{
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ARM_COMPUTE_EXPECT(bool(NECropResize::validate(&input.clone()->set_data_layout(DataLayout::NHWC).set_is_resizable(false),
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&boxes.clone()->set_is_resizable(false),
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&box_ind.clone()->set_is_resizable(false),
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&output.clone()->set_data_layout(DataLayout::NHWC).set_is_resizable(false),
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Coordinates2D{ 5, 5 }, InterpolationPolicy::BILINEAR, 100)) == 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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TEST_SUITE(Float)
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#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
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TEST_SUITE(F16)
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FIXTURE_DATA_TEST_CASE(RunSmall,
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NECropResizeFixture<half>,
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framework::DatasetMode::ALL,
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combine(datasets::SmallCropResizeDataset(),
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combine(framework::dataset::make("IsOutOfBounds", { true, false }),
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framework::dataset::make("DataType", DataType::F16))))
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{
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// Validate output
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validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
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}
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TEST_SUITE_END() // F16
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#endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
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TEST_SUITE(F32)
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FIXTURE_DATA_TEST_CASE(RunSmall,
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NECropResizeFixture<float>,
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framework::DatasetMode::ALL,
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combine(datasets::SmallCropResizeDataset(),
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combine(framework::dataset::make("IsOutOfBounds", { true, false }),
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framework::dataset::make("DataType", DataType::F32))))
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{
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// Validate output
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validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
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}
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TEST_SUITE_END() // F32
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TEST_SUITE_END() // Float
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TEST_SUITE(U8)
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FIXTURE_DATA_TEST_CASE(RunSmall,
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NECropResizeFixture<uint8_t>,
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framework::DatasetMode::ALL,
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combine(datasets::SmallCropResizeDataset(),
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combine(framework::dataset::make("IsOutOfBounds", { true, false }),
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framework::dataset::make("DataType", DataType::U8))))
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{
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// Validate output
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validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
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}
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TEST_SUITE_END() // U8
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TEST_SUITE(U16)
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FIXTURE_DATA_TEST_CASE(RunSmall,
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NECropResizeFixture<uint16_t>,
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framework::DatasetMode::ALL,
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combine(datasets::SmallCropResizeDataset(),
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combine(framework::dataset::make("IsOutOfBounds", { true, false }),
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framework::dataset::make("DataType", DataType::U16))))
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{
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// Validate output
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validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
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}
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TEST_SUITE_END() // U16
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TEST_SUITE(S16)
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FIXTURE_DATA_TEST_CASE(RunSmall,
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NECropResizeFixture<int16_t>,
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framework::DatasetMode::PRECOMMIT,
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combine(datasets::SmallCropResizeDataset(),
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combine(framework::dataset::make("IsOutOfBounds", { true, false }),
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framework::dataset::make("DataType", DataType::S16))))
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{
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// Validate output
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validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
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}
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TEST_SUITE_END() // S16
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TEST_SUITE(U32)
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FIXTURE_DATA_TEST_CASE(RunSmall,
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NECropResizeFixture<uint32_t>,
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framework::DatasetMode::PRECOMMIT,
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combine(datasets::SmallCropResizeDataset(),
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combine(framework::dataset::make("IsOutOfBounds", { true, false }),
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framework::dataset::make("DataType", DataType::U32))))
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{
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// Validate output
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validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
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}
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TEST_SUITE_END() // U32
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TEST_SUITE(S32)
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FIXTURE_DATA_TEST_CASE(RunSmall,
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NECropResizeFixture<int32_t>,
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framework::DatasetMode::PRECOMMIT,
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combine(datasets::SmallCropResizeDataset(),
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combine(framework::dataset::make("IsOutOfBounds", { true, false }),
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framework::dataset::make("DataType", DataType::S32))))
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{
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// Validate output
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validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
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}
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TEST_SUITE_END() // S32
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TEST_SUITE_END() // CropResize
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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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