| /* |
| * Copyright (c) 2017-2021 Arm Limited. |
| * |
| * SPDX-License-Identifier: MIT |
| * |
| * Permission is hereby granted, free of charge, to any person obtaining a copy |
| * of this software and associated documentation files (the "Software"), to |
| * deal in the Software without restriction, including without limitation the |
| * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| * sell copies of the Software, and to permit persons to whom the Software is |
| * furnished to do so, subject to the following conditions: |
| * |
| * The above copyright notice and this permission notice shall be included in all |
| * copies or substantial portions of the Software. |
| * |
| * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| * SOFTWARE. |
| */ |
| #include "arm_compute/core/Types.h" |
| #include "arm_compute/runtime/NEON/functions/NEDepthConvertLayer.h" |
| #include "arm_compute/runtime/Tensor.h" |
| #include "arm_compute/runtime/TensorAllocator.h" |
| #include "tests/NEON/Accessor.h" |
| #include "tests/PaddingCalculator.h" |
| #include "tests/datasets/ConvertPolicyDataset.h" |
| #include "tests/datasets/ShapeDatasets.h" |
| #include "tests/framework/Asserts.h" |
| #include "tests/framework/Macros.h" |
| #include "tests/framework/datasets/Datasets.h" |
| #include "tests/validation/Validation.h" |
| #include "tests/validation/fixtures/DepthConvertLayerFixture.h" |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| namespace validation |
| { |
| namespace |
| { |
| /** Input data sets **/ |
| const auto DepthConvertLayerQASYMM8toF16Dataset = combine(framework::dataset::make("DataType", DataType::QASYMM8), framework::dataset::make("DataType", DataType::F16)); |
| const auto DepthConvertLayerQASYMM8toF32Dataset = combine(framework::dataset::make("DataType", DataType::QASYMM8), framework::dataset::make("DataType", DataType::F32)); |
| const auto DepthConvertLayerQASYMM8toS32Dataset = combine(framework::dataset::make("DataType", DataType::QASYMM8), framework::dataset::make("DataType", DataType::S32)); |
| const auto DepthConvertLayerU8toU16Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::U16)); |
| const auto DepthConvertLayerU8toS16Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::S16)); |
| const auto DepthConvertLayerU8toS32Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::S32)); |
| const auto DepthConvertLayerU8toF16Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::F16)); |
| const auto DepthConvertLayerU8toF32Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::F32)); |
| const auto DepthConvertLayerU16toU8Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::U8)); |
| const auto DepthConvertLayerU16toU32Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::U32)); |
| const auto DepthConvertLayerS16toU8Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::U8)); |
| const auto DepthConvertLayerS16toS32Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::S32)); |
| const auto DepthConvertLayerBF16toF32Dataset = combine(framework::dataset::make("DataType", DataType::BFLOAT16), framework::dataset::make("DataType", DataType::F32)); |
| const auto DepthConvertLayerF16toU8Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::U8)); |
| const auto DepthConvertLayerF16toF32Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::F32)); |
| const auto DepthConvertLayerF16toS32Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::S32)); |
| const auto DepthConvertLayerF32toF16Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F16)); |
| const auto DepthConvertLayerF32toS32Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::S32)); |
| const auto DepthConvertLayerF32toU8Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::U8)); |
| const auto DepthConvertLayerF32toBF16Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::BFLOAT16)); |
| |
| const auto DepthConvertLayerS32toF32Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::F32)); |
| const auto DepthConvertLayerS32toQASYMM8Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::QASYMM8)); |
| const auto DepthConvertLayerS32toF16Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::F16)); |
| const auto DepthConvertLayerS32toU8Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::U8)); |
| |
| const auto DepthConvertLayerF16toQASYMM8Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::QASYMM8)); |
| const auto DepthConvertLayerF32toQASYMM8Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::QASYMM8)); |
| const auto DepthConvertLayerZeroShiftDataset = framework::dataset::make("Shift", 0); |
| |
| constexpr AbsoluteTolerance<uint8_t> tolerance_qasymm8(1); |
| constexpr AbsoluteTolerance<int32_t> tolerance_one_int32(1); |
| #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| constexpr AbsoluteTolerance<uint8_t> tolerance_one_uint8(1); |
| #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
| } // namespace |
| |
| TEST_SUITE(NEON) |
| TEST_SUITE(DepthConvertLayer) |
| |
| // *INDENT-OFF* |
| // clang-format off |
| DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( |
| framework::dataset::make("InputInfo", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U16), // Invalid data type combination |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), // Invalid data type combination |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Mismatching shapes |
| TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), // Invalid shift |
| TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), // Valid |
| }), |
| framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), |
| })), |
| framework::dataset::make("Policy",{ ConvertPolicy::WRAP, |
| ConvertPolicy::WRAP, |
| ConvertPolicy::WRAP, |
| ConvertPolicy::WRAP, |
| ConvertPolicy::WRAP, |
| ConvertPolicy::WRAP, |
| ConvertPolicy::WRAP, |
| })), |
| framework::dataset::make("Shift",{ 0, 0, 0, 1, 1, 1, 8, 1, |
| })), |
| framework::dataset::make("Expected", { false, false, false, false, true})), |
| input_info, output_info, policy, shift, expected) |
| { |
| 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); |
| } |
| // clang-format on |
| // *INDENT-ON* |
| |
| template <typename T> |
| using NEDepthConvertLayerToU16Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, uint16_t>; |
| template <typename T> |
| using NEDepthConvertLayerToS16Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, int16_t>; |
| template <typename T> |
| using NEDepthConvertLayerToS32Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, int32_t>; |
| template <typename T> |
| using NEDepthConvertLayerToU8Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, uint8_t>; |
| template <typename T> |
| using NEDepthConvertLayerToU32Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, uint32_t>; |
| template <typename T> |
| using NEDepthConvertLayerToBF16Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, bfloat16>; |
| template <typename T> |
| using NEDepthConvertLayerToF16Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, half>; |
| template <typename T> |
| using NEDepthConvertLayerToF32Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, float>; |
| template <typename T> |
| using NEDepthConvertLayerToQASYMM8Fixture = DepthConvertLayerValidationQuantizedFixture<Tensor, Accessor, NEDepthConvertLayer, T, uint8_t>; |
| template <typename T> |
| using NEDepthConvertLayerQuantizedToF16Fixture = DepthConvertLayerValidationQuantizedFixture<Tensor, Accessor, NEDepthConvertLayer, T, half>; |
| template <typename T> |
| using NEDepthConvertLayerQuantizedToF32Fixture = DepthConvertLayerValidationQuantizedFixture<Tensor, Accessor, NEDepthConvertLayer, T, float>; |
| template <typename T> |
| using NEDepthConvertLayerQuantizedToS32Fixture = DepthConvertLayerValidationQuantizedFixture<Tensor, Accessor, NEDepthConvertLayer, T, int32_t>; |
| |
| TEST_SUITE(QASYMM8_to_F32) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerQuantizedToF32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| DepthConvertLayerQASYMM8toF32Dataset), |
| 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, NEDepthConvertLayerQuantizedToF32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| DepthConvertLayerQASYMM8toF32Dataset), |
| 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_F32 |
| |
| TEST_SUITE(QASYMM8_to_S32) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerQuantizedToS32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| DepthConvertLayerQASYMM8toS32Dataset), |
| 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, NEDepthConvertLayerQuantizedToS32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| DepthConvertLayerQASYMM8toS32Dataset), |
| 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_S32 |
| |
| TEST_SUITE(U8_to_U16) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toU16Dataset), |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toU16Dataset), |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| TEST_SUITE_END() // U8_to_U16 |
| |
| TEST_SUITE(U8_to_S16) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toS16Dataset), |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToS16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toS16Dataset), |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| TEST_SUITE_END() // U8_to_S16 |
| TEST_SUITE(U8_to_S32) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toS32Dataset), |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToS32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toS32Dataset), |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| TEST_SUITE_END() // U8_to_S32 |
| |
| TEST_SUITE(U8_to_F32) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toF32Dataset), |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToF32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toF32Dataset), |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| TEST_SUITE_END() // U8_to_F32 |
| |
| #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| TEST_SUITE(U8_to_F16) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toF16Dataset), |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToF16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toF16Dataset), |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| TEST_SUITE_END() // U8_to_F36 |
| #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| |
| TEST_SUITE(U16_to_U8) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU8Fixture<uint16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU16toU8Dataset), |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU8Fixture<uint16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU16toU8Dataset), |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| TEST_SUITE_END() // U16_to_U8 |
| |
| TEST_SUITE(U16_to_U32) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU32Fixture<uint16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU16toU32Dataset), |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU32Fixture<uint16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU16toU32Dataset), |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| TEST_SUITE_END() // U16_to_U32 |
| |
| TEST_SUITE(S16_to_U8) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU8Fixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerS16toU8Dataset), |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU8Fixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerS16toU8Dataset), |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // 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 })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // 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 })), |
| DepthConvertLayerZeroShiftDataset)) |
| { |
| // 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 |
