615 lines
45 KiB
C++
615 lines
45 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/NEDepthConvertLayer.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/ConvertPolicyDataset.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/DepthConvertLayerFixture.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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/** Input data sets **/
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const auto DepthConvertLayerQASYMM8toF16Dataset = combine(framework::dataset::make("DataType", DataType::QASYMM8), framework::dataset::make("DataType", DataType::F16));
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const auto DepthConvertLayerQASYMM8toF32Dataset = combine(framework::dataset::make("DataType", DataType::QASYMM8), framework::dataset::make("DataType", DataType::F32));
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const auto DepthConvertLayerQASYMM8toS32Dataset = combine(framework::dataset::make("DataType", DataType::QASYMM8), framework::dataset::make("DataType", DataType::S32));
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const auto DepthConvertLayerU8toU16Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::U16));
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const auto DepthConvertLayerU8toS16Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::S16));
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const auto DepthConvertLayerU8toS32Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::S32));
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const auto DepthConvertLayerU8toF16Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::F16));
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const auto DepthConvertLayerU8toF32Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::F32));
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const auto DepthConvertLayerU16toU8Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::U8));
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const auto DepthConvertLayerU16toU32Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::U32));
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const auto DepthConvertLayerS16toU8Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::U8));
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const auto DepthConvertLayerS16toS32Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::S32));
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const auto DepthConvertLayerBF16toF32Dataset = combine(framework::dataset::make("DataType", DataType::BFLOAT16), framework::dataset::make("DataType", DataType::F32));
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const auto DepthConvertLayerF16toU8Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::U8));
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const auto DepthConvertLayerF16toF32Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::F32));
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const auto DepthConvertLayerF16toS32Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::S32));
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const auto DepthConvertLayerF32toF16Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F16));
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const auto DepthConvertLayerF32toS32Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::S32));
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const auto DepthConvertLayerF32toU8Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::U8));
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const auto DepthConvertLayerF32toBF16Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::BFLOAT16));
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const auto DepthConvertLayerS32toF32Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::F32));
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const auto DepthConvertLayerS32toQASYMM8Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::QASYMM8));
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const auto DepthConvertLayerS32toF16Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::F16));
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const auto DepthConvertLayerS32toU8Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::U8));
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const auto DepthConvertLayerF16toQASYMM8Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::QASYMM8));
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const auto DepthConvertLayerF32toQASYMM8Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::QASYMM8));
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const auto DepthConvertLayerShiftDatasetNightly = framework::dataset::make("Shift", 0, 7);
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const auto DepthConvertLayerShiftDatasetPrecommit = framework::dataset::make("Shift", { 0, 3, 6 });
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const auto DepthConvertLayerZeroShiftDataset = framework::dataset::make("Shift", 0);
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constexpr AbsoluteTolerance<uint8_t> tolerance_qasymm8(1);
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constexpr AbsoluteTolerance<int32_t> tolerance_one_int32(1);
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#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
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constexpr AbsoluteTolerance<uint8_t> tolerance_one_uint8(1);
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#endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
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} // namespace
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TEST_SUITE(NEON)
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TEST_SUITE(DepthConvertLayer)
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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(32U, 13U, 2U), 1, DataType::U16), // Invalid data type combination
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TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), // Invalid data type combination
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TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Mismatching shapes
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TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), // Invalid shift
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TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), // Valid
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}),
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framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
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TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
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TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
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TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8),
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})),
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framework::dataset::make("Policy",{ ConvertPolicy::WRAP,
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ConvertPolicy::WRAP,
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ConvertPolicy::WRAP,
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ConvertPolicy::WRAP,
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ConvertPolicy::WRAP,
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ConvertPolicy::WRAP,
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ConvertPolicy::WRAP,
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})),
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framework::dataset::make("Shift",{ 1, 1, 1, 1, 1, 1, 8, 1,
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})),
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framework::dataset::make("Expected", { false, false, false, false, true})),
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input_info, output_info, policy, shift, expected)
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{
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ARM_COMPUTE_EXPECT(bool(NEDepthConvertLayer::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), policy, shift)) == 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 NEDepthConvertLayerToU16Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, uint16_t>;
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template <typename T>
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using NEDepthConvertLayerToS16Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, int16_t>;
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template <typename T>
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using NEDepthConvertLayerToS32Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, int32_t>;
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template <typename T>
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using NEDepthConvertLayerToU8Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, uint8_t>;
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template <typename T>
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using NEDepthConvertLayerToU32Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, uint32_t>;
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template <typename T>
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using NEDepthConvertLayerToBF16Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, bfloat16>;
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template <typename T>
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using NEDepthConvertLayerToF16Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, half>;
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template <typename T>
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using NEDepthConvertLayerToF32Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, float>;
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template <typename T>
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using NEDepthConvertLayerToQASYMM8Fixture = DepthConvertLayerValidationQuantizedFixture<Tensor, Accessor, NEDepthConvertLayer, T, uint8_t>;
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template <typename T>
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using NEDepthConvertLayerQuantizedToF16Fixture = DepthConvertLayerValidationQuantizedFixture<Tensor, Accessor, NEDepthConvertLayer, T, half>;
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template <typename T>
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using NEDepthConvertLayerQuantizedToF32Fixture = DepthConvertLayerValidationQuantizedFixture<Tensor, Accessor, NEDepthConvertLayer, T, float>;
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template <typename T>
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using NEDepthConvertLayerQuantizedToS32Fixture = DepthConvertLayerValidationQuantizedFixture<Tensor, Accessor, NEDepthConvertLayer, T, int32_t>;
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TEST_SUITE(QASYMM8_to_F32)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerQuantizedToF32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
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DepthConvertLayerQASYMM8toF32Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
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DepthConvertLayerZeroShiftDataset),
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framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })))
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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, NEDepthConvertLayerQuantizedToF32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(),
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DepthConvertLayerQASYMM8toF32Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
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DepthConvertLayerZeroShiftDataset),
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framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })))
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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() // QASYMM8_to_F32
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TEST_SUITE(QASYMM8_to_S32)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerQuantizedToS32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
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DepthConvertLayerQASYMM8toS32Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
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DepthConvertLayerZeroShiftDataset),
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framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })))
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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, NEDepthConvertLayerQuantizedToS32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(),
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DepthConvertLayerQASYMM8toS32Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
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DepthConvertLayerZeroShiftDataset),
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framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })))
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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() // QASYMM8_to_S32
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TEST_SUITE(U8_to_U16)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toU16Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
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DepthConvertLayerShiftDatasetPrecommit))
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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, NEDepthConvertLayerToU16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toU16Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
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DepthConvertLayerShiftDatasetNightly))
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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() // U8_to_U16
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TEST_SUITE(U8_to_S16)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toS16Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
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DepthConvertLayerShiftDatasetPrecommit))
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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, NEDepthConvertLayerToS16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toS16Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
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DepthConvertLayerShiftDatasetNightly))
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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() // U8_to_S16
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TEST_SUITE(U8_to_S32)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toS32Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
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DepthConvertLayerShiftDatasetPrecommit))
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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, NEDepthConvertLayerToS32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toS32Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
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DepthConvertLayerShiftDatasetNightly))
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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() // U8_to_S32
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TEST_SUITE(U8_to_F32)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toF32Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
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DepthConvertLayerShiftDatasetPrecommit))
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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, NEDepthConvertLayerToF32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toF32Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
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DepthConvertLayerShiftDatasetNightly))
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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() // U8_to_F32
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#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
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TEST_SUITE(U8_to_F16)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toF16Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
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DepthConvertLayerShiftDatasetPrecommit))
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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, NEDepthConvertLayerToF16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toF16Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
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DepthConvertLayerShiftDatasetNightly))
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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() // U8_to_F36
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#endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
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TEST_SUITE(U16_to_U8)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU8Fixture<uint16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU16toU8Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
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DepthConvertLayerShiftDatasetPrecommit))
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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, NEDepthConvertLayerToU8Fixture<uint16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU16toU8Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
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DepthConvertLayerShiftDatasetNightly))
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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() // U16_to_U8
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TEST_SUITE(U16_to_U32)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU32Fixture<uint16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU16toU32Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
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DepthConvertLayerShiftDatasetPrecommit))
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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, NEDepthConvertLayerToU32Fixture<uint16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU16toU32Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
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DepthConvertLayerShiftDatasetNightly))
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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() // U16_to_U32
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TEST_SUITE(S16_to_U8)
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FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU8Fixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerS16toU8Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
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DepthConvertLayerShiftDatasetPrecommit))
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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, NEDepthConvertLayerToU8Fixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerS16toU8Dataset),
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framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
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DepthConvertLayerShiftDatasetNightly))
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{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
TEST_SUITE_END() // S16_to_U8
|
|
|
|
TEST_SUITE(S16_to_S32)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS32Fixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerS16toS32Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerShiftDatasetPrecommit))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToS32Fixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerS16toS32Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerShiftDatasetNightly))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
TEST_SUITE_END() // S16_to_S32
|
|
|
|
#if defined(__ARM_FEATURE_BF16_VECTOR_ARITHMETIC) || defined(ARM_COMPUTE_FORCE_BF16)
|
|
TEST_SUITE(BFLOAT16_to_F32)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF32Fixture<bfloat16>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerBF16toF32Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
TEST_SUITE_END() // BFLOAT16_to_F32
|
|
|
|
TEST_SUITE(F32_to_BFLOAT16)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToBF16Fixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF32toBF16Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
TEST_SUITE_END() // F32_to_BFLOAT16
|
|
#endif /* defined(__ARM_FEATURE_BF16_VECTOR_ARITHMETIC) || defined(ARM_COMPUTE_FORCE_BF16) */
|
|
|
|
#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
|
|
TEST_SUITE(F16_to_QASYMM8)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToQASYMM8Fixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
|
|
DepthConvertLayerF16toQASYMM8Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
|
|
DepthConvertLayerZeroShiftDataset),
|
|
framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference, tolerance_qasymm8);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToQASYMM8Fixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(),
|
|
DepthConvertLayerF16toQASYMM8Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
|
|
DepthConvertLayerZeroShiftDataset),
|
|
framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference, tolerance_qasymm8);
|
|
}
|
|
TEST_SUITE_END() // F16_to_QASYMM8
|
|
|
|
TEST_SUITE(F16_to_U8)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU8Fixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF16toU8Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference, tolerance_one_uint8);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU8Fixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerF16toU8Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference, tolerance_one_uint8);
|
|
}
|
|
TEST_SUITE_END() // F16_to_U8
|
|
|
|
TEST_SUITE(F16_to_F32)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF32Fixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF16toF32Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToF32Fixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerF16toF32Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
TEST_SUITE_END() // F16_to_F32
|
|
|
|
TEST_SUITE(F16_to_S32)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS32Fixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF16toS32Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference, tolerance_one_int32);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToS32Fixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerF16toS32Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference, tolerance_one_int32);
|
|
}
|
|
|
|
TEST_SUITE_END() // F16_to_S32
|
|
|
|
TEST_SUITE(QASYMM8_to_F16)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerQuantizedToF16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
|
|
DepthConvertLayerQASYMM8toF16Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
|
|
DepthConvertLayerZeroShiftDataset),
|
|
framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerQuantizedToF16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(),
|
|
DepthConvertLayerQASYMM8toF16Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
|
|
DepthConvertLayerZeroShiftDataset),
|
|
framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
TEST_SUITE_END() // QASYMM8_to_F16
|
|
|
|
TEST_SUITE(F32_to_F16)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF16Fixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF32toF16Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToF16Fixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerF32toF16Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
TEST_SUITE_END() // F32_to_F16
|
|
|
|
TEST_SUITE(S32_to_F16)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF16Fixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerS32toF16Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToF16Fixture<int32_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerS32toF16Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
TEST_SUITE_END() // S32_to_F16
|
|
|
|
#endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
|
|
|
|
TEST_SUITE(F32_to_S32)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS32Fixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF32toS32Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference, tolerance_one_int32);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToS32Fixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerF32toS32Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference, tolerance_one_int32);
|
|
}
|
|
TEST_SUITE_END() // F32_to_S32
|
|
|
|
TEST_SUITE(F32_to_U8)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU8Fixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF32toU8Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference, tolerance_one_int32);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU8Fixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerF32toU8Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference, tolerance_one_int32);
|
|
}
|
|
TEST_SUITE_END() // F32_to_U8
|
|
|
|
TEST_SUITE(F32_to_QASYMM8)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToQASYMM8Fixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
|
|
DepthConvertLayerF32toQASYMM8Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
|
|
DepthConvertLayerZeroShiftDataset),
|
|
framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference, tolerance_qasymm8);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToQASYMM8Fixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(),
|
|
DepthConvertLayerF32toQASYMM8Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
|
|
DepthConvertLayerZeroShiftDataset),
|
|
framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference, tolerance_qasymm8);
|
|
}
|
|
TEST_SUITE_END() // F32_to_QASYMM8
|
|
|
|
TEST_SUITE(S32_to_F32)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF32Fixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerS32toF32Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToF32Fixture<int32_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerS32toF32Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
TEST_SUITE_END() // S32_to_F32
|
|
|
|
TEST_SUITE(S32_to_QASYMM8)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToQASYMM8Fixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
|
|
DepthConvertLayerS32toQASYMM8Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
|
|
DepthConvertLayerZeroShiftDataset),
|
|
framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference, tolerance_qasymm8);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToQASYMM8Fixture<int32_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(),
|
|
DepthConvertLayerS32toQASYMM8Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
|
|
DepthConvertLayerZeroShiftDataset),
|
|
framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference, tolerance_qasymm8);
|
|
}
|
|
TEST_SUITE_END() // S32_to_QASYMM8
|
|
|
|
TEST_SUITE(S32_to_U8)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU8Fixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerS32toU8Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU8Fixture<int32_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerS32toU8Dataset),
|
|
framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
|
|
DepthConvertLayerZeroShiftDataset))
|
|
{
|
|
// Validate output
|
|
validate(Accessor(_target), _reference);
|
|
}
|
|
TEST_SUITE_END() // S32_to_U8
|
|
|
|
TEST_SUITE_END() // DepthConvertLayer
|
|
TEST_SUITE_END() // NEON
|
|
} // namespace validation
|
|
} // namespace test
|
|
} // namespace arm_compute
|