Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 1 | /* |
Sheri Zhang | ac6499a | 2021-02-10 15:32:38 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2021 Arm Limited. |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #include "arm_compute/core/Types.h" |
| 25 | #include "arm_compute/runtime/NEON/functions/NEDepthConvertLayer.h" |
| 26 | #include "arm_compute/runtime/Tensor.h" |
| 27 | #include "arm_compute/runtime/TensorAllocator.h" |
| 28 | #include "tests/NEON/Accessor.h" |
| 29 | #include "tests/PaddingCalculator.h" |
| 30 | #include "tests/datasets/ConvertPolicyDataset.h" |
| 31 | #include "tests/datasets/ShapeDatasets.h" |
| 32 | #include "tests/framework/Asserts.h" |
| 33 | #include "tests/framework/Macros.h" |
| 34 | #include "tests/framework/datasets/Datasets.h" |
| 35 | #include "tests/validation/Validation.h" |
| 36 | #include "tests/validation/fixtures/DepthConvertLayerFixture.h" |
| 37 | |
| 38 | namespace arm_compute |
| 39 | { |
| 40 | namespace test |
| 41 | { |
| 42 | namespace validation |
| 43 | { |
| 44 | namespace |
| 45 | { |
| 46 | /** Input data sets **/ |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 47 | const auto DepthConvertLayerQASYMM8toF16Dataset = combine(framework::dataset::make("DataType", DataType::QASYMM8), framework::dataset::make("DataType", DataType::F16)); |
| 48 | const auto DepthConvertLayerQASYMM8toF32Dataset = combine(framework::dataset::make("DataType", DataType::QASYMM8), framework::dataset::make("DataType", DataType::F32)); |
| 49 | const auto DepthConvertLayerQASYMM8toS32Dataset = combine(framework::dataset::make("DataType", DataType::QASYMM8), framework::dataset::make("DataType", DataType::S32)); |
| 50 | const auto DepthConvertLayerU8toU16Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::U16)); |
| 51 | const auto DepthConvertLayerU8toS16Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::S16)); |
| 52 | const auto DepthConvertLayerU8toS32Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::S32)); |
| 53 | const auto DepthConvertLayerU8toF16Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::F16)); |
| 54 | const auto DepthConvertLayerU8toF32Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::F32)); |
| 55 | const auto DepthConvertLayerU16toU8Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::U8)); |
| 56 | const auto DepthConvertLayerU16toU32Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::U32)); |
| 57 | const auto DepthConvertLayerS16toU8Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::U8)); |
| 58 | const auto DepthConvertLayerS16toS32Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::S32)); |
Georgios Pinitas | e8291ac | 2020-02-26 09:58:13 +0000 | [diff] [blame] | 59 | const auto DepthConvertLayerBF16toF32Dataset = combine(framework::dataset::make("DataType", DataType::BFLOAT16), framework::dataset::make("DataType", DataType::F32)); |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 60 | const auto DepthConvertLayerF16toU8Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::U8)); |
| 61 | const auto DepthConvertLayerF16toF32Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::F32)); |
| 62 | const auto DepthConvertLayerF16toS32Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::S32)); |
| 63 | const auto DepthConvertLayerF32toF16Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F16)); |
| 64 | const auto DepthConvertLayerF32toS32Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::S32)); |
| 65 | const auto DepthConvertLayerF32toU8Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::U8)); |
Georgios Pinitas | e8291ac | 2020-02-26 09:58:13 +0000 | [diff] [blame] | 66 | const auto DepthConvertLayerF32toBF16Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::BFLOAT16)); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 67 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 68 | const auto DepthConvertLayerS32toF32Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::F32)); |
| 69 | const auto DepthConvertLayerS32toQASYMM8Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::QASYMM8)); |
| 70 | const auto DepthConvertLayerS32toF16Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::F16)); |
| 71 | const auto DepthConvertLayerS32toU8Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::U8)); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 72 | |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 73 | const auto DepthConvertLayerF16toQASYMM8Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::QASYMM8)); |
| 74 | const auto DepthConvertLayerF32toQASYMM8Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::QASYMM8)); |
| 75 | const auto DepthConvertLayerZeroShiftDataset = framework::dataset::make("Shift", 0); |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 76 | |
| 77 | constexpr AbsoluteTolerance<uint8_t> tolerance_qasymm8(1); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 78 | constexpr AbsoluteTolerance<int32_t> tolerance_one_int32(1); |
Michalis Spyrou | 775c7f5 | 2019-06-05 11:45:16 +0100 | [diff] [blame] | 79 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 80 | constexpr AbsoluteTolerance<uint8_t> tolerance_one_uint8(1); |
Michalis Spyrou | 775c7f5 | 2019-06-05 11:45:16 +0100 | [diff] [blame] | 81 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 82 | } // namespace |
| 83 | |
| 84 | TEST_SUITE(NEON) |
| 85 | TEST_SUITE(DepthConvertLayer) |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 86 | |
| 87 | // *INDENT-OFF* |
| 88 | // clang-format off |
| 89 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 90 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U16), // Invalid data type combination |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 91 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), // Invalid data type combination |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 92 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Mismatching shapes |
| 93 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), // Invalid shift |
| 94 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), // Valid |
| 95 | }), |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 96 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 97 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 98 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 99 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), |
| 100 | })), |
| 101 | framework::dataset::make("Policy",{ ConvertPolicy::WRAP, |
| 102 | ConvertPolicy::WRAP, |
| 103 | ConvertPolicy::WRAP, |
| 104 | ConvertPolicy::WRAP, |
| 105 | ConvertPolicy::WRAP, |
| 106 | ConvertPolicy::WRAP, |
| 107 | ConvertPolicy::WRAP, |
| 108 | })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 109 | framework::dataset::make("Shift",{ 0, 0, 0, 1, 1, 1, 8, 1, |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 110 | })), |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 111 | framework::dataset::make("Expected", { false, false, false, false, true})), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 112 | input_info, output_info, policy, shift, expected) |
| 113 | { |
| 114 | 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); |
| 115 | } |
| 116 | // clang-format on |
| 117 | // *INDENT-ON* |
| 118 | |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 119 | template <typename T> |
| 120 | using NEDepthConvertLayerToU16Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, uint16_t>; |
| 121 | template <typename T> |
| 122 | using NEDepthConvertLayerToS16Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, int16_t>; |
| 123 | template <typename T> |
| 124 | using NEDepthConvertLayerToS32Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, int32_t>; |
| 125 | template <typename T> |
| 126 | using NEDepthConvertLayerToU8Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, uint8_t>; |
| 127 | template <typename T> |
| 128 | using NEDepthConvertLayerToU32Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, uint32_t>; |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 129 | template <typename T> |
Georgios Pinitas | e8291ac | 2020-02-26 09:58:13 +0000 | [diff] [blame] | 130 | using NEDepthConvertLayerToBF16Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, bfloat16>; |
| 131 | template <typename T> |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 132 | using NEDepthConvertLayerToF16Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, half>; |
| 133 | template <typename T> |
| 134 | using NEDepthConvertLayerToF32Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, float>; |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 135 | template <typename T> |
| 136 | using NEDepthConvertLayerToQASYMM8Fixture = DepthConvertLayerValidationQuantizedFixture<Tensor, Accessor, NEDepthConvertLayer, T, uint8_t>; |
| 137 | template <typename T> |
| 138 | using NEDepthConvertLayerQuantizedToF16Fixture = DepthConvertLayerValidationQuantizedFixture<Tensor, Accessor, NEDepthConvertLayer, T, half>; |
| 139 | template <typename T> |
| 140 | using NEDepthConvertLayerQuantizedToF32Fixture = DepthConvertLayerValidationQuantizedFixture<Tensor, Accessor, NEDepthConvertLayer, T, float>; |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 141 | template <typename T> |
| 142 | using NEDepthConvertLayerQuantizedToS32Fixture = DepthConvertLayerValidationQuantizedFixture<Tensor, Accessor, NEDepthConvertLayer, T, int32_t>; |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 143 | |
| 144 | TEST_SUITE(QASYMM8_to_F32) |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 145 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerQuantizedToF32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| 146 | DepthConvertLayerQASYMM8toF32Dataset), |
| 147 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 148 | DepthConvertLayerZeroShiftDataset), |
| 149 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 150 | { |
| 151 | // Validate output |
| 152 | validate(Accessor(_target), _reference); |
| 153 | } |
| 154 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerQuantizedToF32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| 155 | DepthConvertLayerQASYMM8toF32Dataset), |
| 156 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 157 | DepthConvertLayerZeroShiftDataset), |
| 158 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 159 | { |
| 160 | // Validate output |
| 161 | validate(Accessor(_target), _reference); |
| 162 | } |
| 163 | TEST_SUITE_END() // QASYMM8_to_F32 |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 164 | |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 165 | TEST_SUITE(QASYMM8_to_S32) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 166 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerQuantizedToS32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| 167 | DepthConvertLayerQASYMM8toS32Dataset), |
| 168 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 169 | DepthConvertLayerZeroShiftDataset), |
| 170 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 171 | { |
| 172 | // Validate output |
| 173 | validate(Accessor(_target), _reference); |
| 174 | } |
| 175 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerQuantizedToS32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| 176 | DepthConvertLayerQASYMM8toS32Dataset), |
| 177 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 178 | DepthConvertLayerZeroShiftDataset), |
| 179 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 180 | { |
| 181 | // Validate output |
| 182 | validate(Accessor(_target), _reference); |
| 183 | } |
| 184 | TEST_SUITE_END() // QASYMM8_to_S32 |
| 185 | |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 186 | TEST_SUITE(U8_to_U16) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 187 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toU16Dataset), |
| 188 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 189 | DepthConvertLayerZeroShiftDataset)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 190 | { |
| 191 | // Validate output |
| 192 | validate(Accessor(_target), _reference); |
| 193 | } |
| 194 | |
| 195 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toU16Dataset), |
| 196 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 197 | DepthConvertLayerZeroShiftDataset)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 198 | { |
| 199 | // Validate output |
| 200 | validate(Accessor(_target), _reference); |
| 201 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 202 | TEST_SUITE_END() // U8_to_U16 |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 203 | |
| 204 | TEST_SUITE(U8_to_S16) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 205 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toS16Dataset), |
| 206 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 207 | DepthConvertLayerZeroShiftDataset)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 208 | { |
| 209 | // Validate output |
| 210 | validate(Accessor(_target), _reference); |
| 211 | } |
| 212 | |
| 213 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToS16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toS16Dataset), |
| 214 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 215 | DepthConvertLayerZeroShiftDataset)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 216 | { |
| 217 | // Validate output |
| 218 | validate(Accessor(_target), _reference); |
| 219 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 220 | TEST_SUITE_END() // U8_to_S16 |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 221 | TEST_SUITE(U8_to_S32) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 222 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toS32Dataset), |
| 223 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 224 | DepthConvertLayerZeroShiftDataset)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 225 | { |
| 226 | // Validate output |
| 227 | validate(Accessor(_target), _reference); |
| 228 | } |
| 229 | |
| 230 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToS32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toS32Dataset), |
| 231 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 232 | DepthConvertLayerZeroShiftDataset)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 233 | { |
| 234 | // Validate output |
| 235 | validate(Accessor(_target), _reference); |
| 236 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 237 | TEST_SUITE_END() // U8_to_S32 |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 238 | |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 239 | TEST_SUITE(U8_to_F32) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 240 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toF32Dataset), |
| 241 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 242 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 243 | { |
| 244 | // Validate output |
| 245 | validate(Accessor(_target), _reference); |
| 246 | } |
| 247 | |
| 248 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToF32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toF32Dataset), |
| 249 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 250 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 251 | { |
| 252 | // Validate output |
| 253 | validate(Accessor(_target), _reference); |
| 254 | } |
| 255 | TEST_SUITE_END() // U8_to_F32 |
| 256 | |
| 257 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 258 | TEST_SUITE(U8_to_F16) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 259 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toF16Dataset), |
| 260 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 261 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 262 | { |
| 263 | // Validate output |
| 264 | validate(Accessor(_target), _reference); |
| 265 | } |
| 266 | |
| 267 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToF16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toF16Dataset), |
| 268 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 269 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 270 | { |
| 271 | // Validate output |
| 272 | validate(Accessor(_target), _reference); |
| 273 | } |
| 274 | TEST_SUITE_END() // U8_to_F36 |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 275 | #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 276 | |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 277 | TEST_SUITE(U16_to_U8) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 278 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU8Fixture<uint16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU16toU8Dataset), |
| 279 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 280 | DepthConvertLayerZeroShiftDataset)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 281 | { |
| 282 | // Validate output |
| 283 | validate(Accessor(_target), _reference); |
| 284 | } |
| 285 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU8Fixture<uint16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU16toU8Dataset), |
| 286 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 287 | DepthConvertLayerZeroShiftDataset)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 288 | { |
| 289 | // Validate output |
| 290 | validate(Accessor(_target), _reference); |
| 291 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 292 | TEST_SUITE_END() // U16_to_U8 |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 293 | |
| 294 | TEST_SUITE(U16_to_U32) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 295 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU32Fixture<uint16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU16toU32Dataset), |
| 296 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 297 | DepthConvertLayerZeroShiftDataset)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 298 | { |
| 299 | // Validate output |
| 300 | validate(Accessor(_target), _reference); |
| 301 | } |
| 302 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU32Fixture<uint16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU16toU32Dataset), |
| 303 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 304 | DepthConvertLayerZeroShiftDataset)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 305 | { |
| 306 | // Validate output |
| 307 | validate(Accessor(_target), _reference); |
| 308 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 309 | TEST_SUITE_END() // U16_to_U32 |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 310 | |
| 311 | TEST_SUITE(S16_to_U8) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 312 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU8Fixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerS16toU8Dataset), |
| 313 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 314 | DepthConvertLayerZeroShiftDataset)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 315 | { |
| 316 | // Validate output |
| 317 | validate(Accessor(_target), _reference); |
| 318 | } |
| 319 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU8Fixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerS16toU8Dataset), |
| 320 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 321 | DepthConvertLayerZeroShiftDataset)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 322 | { |
| 323 | // Validate output |
| 324 | validate(Accessor(_target), _reference); |
| 325 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 326 | TEST_SUITE_END() // S16_to_U8 |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 327 | |
| 328 | TEST_SUITE(S16_to_S32) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 329 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS32Fixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerS16toS32Dataset), |
| 330 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 331 | DepthConvertLayerZeroShiftDataset)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 332 | { |
| 333 | // Validate output |
| 334 | validate(Accessor(_target), _reference); |
| 335 | } |
| 336 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToS32Fixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerS16toS32Dataset), |
| 337 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame^] | 338 | DepthConvertLayerZeroShiftDataset)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 339 | { |
| 340 | // Validate output |
| 341 | validate(Accessor(_target), _reference); |
| 342 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 343 | TEST_SUITE_END() // S16_to_S32 |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 344 | |
Georgios Pinitas | e8291ac | 2020-02-26 09:58:13 +0000 | [diff] [blame] | 345 | #if defined(__ARM_FEATURE_BF16_VECTOR_ARITHMETIC) || defined(ARM_COMPUTE_FORCE_BF16) |
| 346 | TEST_SUITE(BFLOAT16_to_F32) |
| 347 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF32Fixture<bfloat16>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerBF16toF32Dataset), |
| 348 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 349 | DepthConvertLayerZeroShiftDataset)) |
| 350 | { |
| 351 | // Validate output |
| 352 | validate(Accessor(_target), _reference); |
| 353 | } |
Georgios Pinitas | e8291ac | 2020-02-26 09:58:13 +0000 | [diff] [blame] | 354 | TEST_SUITE_END() // BFLOAT16_to_F32 |
| 355 | |
| 356 | TEST_SUITE(F32_to_BFLOAT16) |
| 357 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToBF16Fixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF32toBF16Dataset), |
| 358 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 359 | DepthConvertLayerZeroShiftDataset)) |
| 360 | { |
| 361 | // Validate output |
| 362 | validate(Accessor(_target), _reference); |
| 363 | } |
Georgios Pinitas | e8291ac | 2020-02-26 09:58:13 +0000 | [diff] [blame] | 364 | TEST_SUITE_END() // F32_to_BFLOAT16 |
| 365 | #endif /* defined(__ARM_FEATURE_BF16_VECTOR_ARITHMETIC) || defined(ARM_COMPUTE_FORCE_BF16) */ |
| 366 | |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 367 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 368 | TEST_SUITE(F16_to_QASYMM8) |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 369 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToQASYMM8Fixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| 370 | DepthConvertLayerF16toQASYMM8Dataset), |
| 371 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 372 | DepthConvertLayerZeroShiftDataset), |
| 373 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 374 | { |
| 375 | // Validate output |
| 376 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 377 | } |
| 378 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToQASYMM8Fixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| 379 | DepthConvertLayerF16toQASYMM8Dataset), |
| 380 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 381 | DepthConvertLayerZeroShiftDataset), |
| 382 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 383 | { |
| 384 | // Validate output |
| 385 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 386 | } |
| 387 | TEST_SUITE_END() // F16_to_QASYMM8 |
| 388 | |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 389 | TEST_SUITE(F16_to_U8) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 390 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU8Fixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF16toU8Dataset), |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 391 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 392 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 393 | { |
| 394 | // Validate output |
| 395 | validate(Accessor(_target), _reference, tolerance_one_uint8); |
| 396 | } |
| 397 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU8Fixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerF16toU8Dataset), |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 398 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 399 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 400 | { |
| 401 | // Validate output |
| 402 | validate(Accessor(_target), _reference, tolerance_one_uint8); |
| 403 | } |
| 404 | TEST_SUITE_END() // F16_to_U8 |
| 405 | |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 406 | TEST_SUITE(F16_to_F32) |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 407 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF32Fixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF16toF32Dataset), |
| 408 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 6a468ef | 2018-12-04 13:46:48 +0000 | [diff] [blame] | 409 | DepthConvertLayerZeroShiftDataset)) |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 410 | { |
| 411 | // Validate output |
| 412 | validate(Accessor(_target), _reference); |
| 413 | } |
| 414 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToF32Fixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerF16toF32Dataset), |
| 415 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 6a468ef | 2018-12-04 13:46:48 +0000 | [diff] [blame] | 416 | DepthConvertLayerZeroShiftDataset)) |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 417 | { |
| 418 | // Validate output |
| 419 | validate(Accessor(_target), _reference); |
| 420 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 421 | TEST_SUITE_END() // F16_to_F32 |
| 422 | |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 423 | TEST_SUITE(F16_to_S32) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 424 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS32Fixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF16toS32Dataset), |
| 425 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 426 | DepthConvertLayerZeroShiftDataset)) |
| 427 | { |
| 428 | // Validate output |
| 429 | validate(Accessor(_target), _reference, tolerance_one_int32); |
| 430 | } |
| 431 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToS32Fixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerF16toS32Dataset), |
| 432 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 433 | DepthConvertLayerZeroShiftDataset)) |
| 434 | { |
| 435 | // Validate output |
| 436 | validate(Accessor(_target), _reference, tolerance_one_int32); |
| 437 | } |
| 438 | |
| 439 | TEST_SUITE_END() // F16_to_S32 |
| 440 | |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 441 | TEST_SUITE(QASYMM8_to_F16) |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 442 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerQuantizedToF16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| 443 | DepthConvertLayerQASYMM8toF16Dataset), |
| 444 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 445 | DepthConvertLayerZeroShiftDataset), |
| 446 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 447 | { |
| 448 | // Validate output |
| 449 | validate(Accessor(_target), _reference); |
| 450 | } |
| 451 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerQuantizedToF16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| 452 | DepthConvertLayerQASYMM8toF16Dataset), |
| 453 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 454 | DepthConvertLayerZeroShiftDataset), |
| 455 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 456 | { |
| 457 | // Validate output |
| 458 | validate(Accessor(_target), _reference); |
| 459 | } |
| 460 | TEST_SUITE_END() // QASYMM8_to_F16 |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 461 | |
| 462 | TEST_SUITE(F32_to_F16) |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 463 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF16Fixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF32toF16Dataset), |
| 464 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 6a468ef | 2018-12-04 13:46:48 +0000 | [diff] [blame] | 465 | DepthConvertLayerZeroShiftDataset)) |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 466 | { |
| 467 | // Validate output |
| 468 | validate(Accessor(_target), _reference); |
| 469 | } |
| 470 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToF16Fixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerF32toF16Dataset), |
| 471 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 6a468ef | 2018-12-04 13:46:48 +0000 | [diff] [blame] | 472 | DepthConvertLayerZeroShiftDataset)) |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 473 | { |
| 474 | // Validate output |
| 475 | validate(Accessor(_target), _reference); |
| 476 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 477 | TEST_SUITE_END() // F32_to_F16 |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 478 | |
| 479 | TEST_SUITE(S32_to_F16) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 480 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF16Fixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerS32toF16Dataset), |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 481 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 482 | DepthConvertLayerZeroShiftDataset)) |
| 483 | { |
| 484 | // Validate output |
| 485 | validate(Accessor(_target), _reference); |
| 486 | } |
| 487 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToF16Fixture<int32_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerS32toF16Dataset), |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 488 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 489 | DepthConvertLayerZeroShiftDataset)) |
| 490 | { |
| 491 | // Validate output |
| 492 | validate(Accessor(_target), _reference); |
| 493 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 494 | TEST_SUITE_END() // S32_to_F16 |
| 495 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 496 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 497 | |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 498 | TEST_SUITE(F32_to_S32) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 499 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS32Fixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF32toS32Dataset), |
| 500 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 501 | DepthConvertLayerZeroShiftDataset)) |
| 502 | { |
| 503 | // Validate output |
| 504 | validate(Accessor(_target), _reference, tolerance_one_int32); |
| 505 | } |
| 506 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToS32Fixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerF32toS32Dataset), |
| 507 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 508 | DepthConvertLayerZeroShiftDataset)) |
| 509 | { |
| 510 | // Validate output |
| 511 | validate(Accessor(_target), _reference, tolerance_one_int32); |
| 512 | } |
| 513 | TEST_SUITE_END() // F32_to_S32 |
| 514 | |
| 515 | TEST_SUITE(F32_to_U8) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 516 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU8Fixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF32toU8Dataset), |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 517 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 518 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 519 | { |
| 520 | // Validate output |
| 521 | validate(Accessor(_target), _reference, tolerance_one_int32); |
| 522 | } |
| 523 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU8Fixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerF32toU8Dataset), |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 524 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 525 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 526 | { |
| 527 | // Validate output |
| 528 | validate(Accessor(_target), _reference, tolerance_one_int32); |
| 529 | } |
| 530 | TEST_SUITE_END() // F32_to_U8 |
| 531 | |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 532 | TEST_SUITE(F32_to_QASYMM8) |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 533 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToQASYMM8Fixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| 534 | DepthConvertLayerF32toQASYMM8Dataset), |
| 535 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 536 | DepthConvertLayerZeroShiftDataset), |
| 537 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 538 | { |
| 539 | // Validate output |
| 540 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 541 | } |
| 542 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToQASYMM8Fixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| 543 | DepthConvertLayerF32toQASYMM8Dataset), |
| 544 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 545 | DepthConvertLayerZeroShiftDataset), |
| 546 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 547 | { |
| 548 | // Validate output |
| 549 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 550 | } |
| 551 | TEST_SUITE_END() // F32_to_QASYMM8 |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 552 | |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 553 | TEST_SUITE(S32_to_F32) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 554 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF32Fixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerS32toF32Dataset), |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 555 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 556 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 557 | { |
| 558 | // Validate output |
| 559 | validate(Accessor(_target), _reference); |
| 560 | } |
| 561 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToF32Fixture<int32_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerS32toF32Dataset), |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 562 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 563 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 564 | { |
| 565 | // Validate output |
| 566 | validate(Accessor(_target), _reference); |
| 567 | } |
| 568 | TEST_SUITE_END() // S32_to_F32 |
| 569 | |
| 570 | TEST_SUITE(S32_to_QASYMM8) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 571 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToQASYMM8Fixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 572 | DepthConvertLayerS32toQASYMM8Dataset), |
| 573 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 574 | DepthConvertLayerZeroShiftDataset), |
| 575 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 576 | { |
| 577 | // Validate output |
| 578 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 579 | } |
| 580 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToQASYMM8Fixture<int32_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 581 | DepthConvertLayerS32toQASYMM8Dataset), |
| 582 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 583 | DepthConvertLayerZeroShiftDataset), |
| 584 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 585 | { |
| 586 | // Validate output |
| 587 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 588 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 589 | TEST_SUITE_END() // S32_to_QASYMM8 |
| 590 | |
| 591 | TEST_SUITE(S32_to_U8) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 592 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU8Fixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerS32toU8Dataset), |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 593 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 594 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 595 | { |
| 596 | // Validate output |
| 597 | validate(Accessor(_target), _reference); |
| 598 | } |
| 599 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU8Fixture<int32_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerS32toU8Dataset), |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 600 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 601 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 602 | { |
| 603 | // Validate output |
| 604 | validate(Accessor(_target), _reference); |
| 605 | } |
| 606 | TEST_SUITE_END() // S32_to_U8 |
| 607 | |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 608 | TEST_SUITE_END() // DepthConvertLayer |
Sheri Zhang | ac6499a | 2021-02-10 15:32:38 +0000 | [diff] [blame] | 609 | TEST_SUITE_END() // Neon |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 610 | } // namespace validation |
| 611 | } // namespace test |
| 612 | } // namespace arm_compute |