Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 1 | /* |
Michele Di Giorgio | d9eaf61 | 2020-07-08 11:12:57 +0100 | [diff] [blame] | 2 | * Copyright (c) 2017-2020 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 | |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [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 DepthConvertLayerShiftDatasetNightly = framework::dataset::make("Shift", 0, 7); |
| 76 | const auto DepthConvertLayerShiftDatasetPrecommit = framework::dataset::make("Shift", { 0, 3, 6 }); |
| 77 | const auto DepthConvertLayerZeroShiftDataset = framework::dataset::make("Shift", 0); |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 78 | |
| 79 | constexpr AbsoluteTolerance<uint8_t> tolerance_qasymm8(1); |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 80 | constexpr AbsoluteTolerance<int32_t> tolerance_one_int32(1); |
Michalis Spyrou | 775c7f5 | 2019-06-05 11:45:16 +0100 | [diff] [blame] | 81 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 82 | constexpr AbsoluteTolerance<uint8_t> tolerance_one_uint8(1); |
Michalis Spyrou | 775c7f5 | 2019-06-05 11:45:16 +0100 | [diff] [blame] | 83 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 84 | } // namespace |
| 85 | |
| 86 | TEST_SUITE(NEON) |
| 87 | TEST_SUITE(DepthConvertLayer) |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 88 | |
| 89 | // *INDENT-OFF* |
| 90 | // clang-format off |
| 91 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 92 | 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] | 93 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), // Invalid data type combination |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 94 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Mismatching shapes |
| 95 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), // Invalid shift |
| 96 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), // Valid |
| 97 | }), |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 98 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 99 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 100 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 101 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), |
| 102 | })), |
| 103 | framework::dataset::make("Policy",{ ConvertPolicy::WRAP, |
| 104 | ConvertPolicy::WRAP, |
| 105 | ConvertPolicy::WRAP, |
| 106 | ConvertPolicy::WRAP, |
| 107 | ConvertPolicy::WRAP, |
| 108 | ConvertPolicy::WRAP, |
| 109 | ConvertPolicy::WRAP, |
| 110 | })), |
| 111 | framework::dataset::make("Shift",{ 1, 1, 1, 1, 1, 1, 8, 1, |
| 112 | })), |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 113 | framework::dataset::make("Expected", { false, false, false, false, true})), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 114 | input_info, output_info, policy, shift, expected) |
| 115 | { |
| 116 | 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); |
| 117 | } |
| 118 | // clang-format on |
| 119 | // *INDENT-ON* |
| 120 | |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 121 | template <typename T> |
| 122 | using NEDepthConvertLayerToU16Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, uint16_t>; |
| 123 | template <typename T> |
| 124 | using NEDepthConvertLayerToS16Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, int16_t>; |
| 125 | template <typename T> |
| 126 | using NEDepthConvertLayerToS32Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, int32_t>; |
| 127 | template <typename T> |
| 128 | using NEDepthConvertLayerToU8Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, uint8_t>; |
| 129 | template <typename T> |
| 130 | using NEDepthConvertLayerToU32Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, uint32_t>; |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 131 | template <typename T> |
Georgios Pinitas | e8291ac | 2020-02-26 09:58:13 +0000 | [diff] [blame] | 132 | using NEDepthConvertLayerToBF16Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, bfloat16>; |
| 133 | template <typename T> |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 134 | using NEDepthConvertLayerToF16Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, half>; |
| 135 | template <typename T> |
| 136 | using NEDepthConvertLayerToF32Fixture = DepthConvertLayerValidationFixture<Tensor, Accessor, NEDepthConvertLayer, T, float>; |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 137 | template <typename T> |
| 138 | using NEDepthConvertLayerToQASYMM8Fixture = DepthConvertLayerValidationQuantizedFixture<Tensor, Accessor, NEDepthConvertLayer, T, uint8_t>; |
| 139 | template <typename T> |
| 140 | using NEDepthConvertLayerQuantizedToF16Fixture = DepthConvertLayerValidationQuantizedFixture<Tensor, Accessor, NEDepthConvertLayer, T, half>; |
| 141 | template <typename T> |
| 142 | using NEDepthConvertLayerQuantizedToF32Fixture = DepthConvertLayerValidationQuantizedFixture<Tensor, Accessor, NEDepthConvertLayer, T, float>; |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 143 | template <typename T> |
| 144 | using NEDepthConvertLayerQuantizedToS32Fixture = DepthConvertLayerValidationQuantizedFixture<Tensor, Accessor, NEDepthConvertLayer, T, int32_t>; |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 145 | |
| 146 | TEST_SUITE(QASYMM8_to_F32) |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 147 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerQuantizedToF32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| 148 | DepthConvertLayerQASYMM8toF32Dataset), |
| 149 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 150 | DepthConvertLayerZeroShiftDataset), |
| 151 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 152 | { |
| 153 | // Validate output |
| 154 | validate(Accessor(_target), _reference); |
| 155 | } |
| 156 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerQuantizedToF32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| 157 | DepthConvertLayerQASYMM8toF32Dataset), |
| 158 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 159 | DepthConvertLayerZeroShiftDataset), |
| 160 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 161 | { |
| 162 | // Validate output |
| 163 | validate(Accessor(_target), _reference); |
| 164 | } |
| 165 | TEST_SUITE_END() // QASYMM8_to_F32 |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 166 | |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 167 | TEST_SUITE(QASYMM8_to_S32) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 168 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerQuantizedToS32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| 169 | DepthConvertLayerQASYMM8toS32Dataset), |
| 170 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 171 | DepthConvertLayerZeroShiftDataset), |
| 172 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 173 | { |
| 174 | // Validate output |
| 175 | validate(Accessor(_target), _reference); |
| 176 | } |
| 177 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerQuantizedToS32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| 178 | DepthConvertLayerQASYMM8toS32Dataset), |
| 179 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 180 | DepthConvertLayerZeroShiftDataset), |
| 181 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 182 | { |
| 183 | // Validate output |
| 184 | validate(Accessor(_target), _reference); |
| 185 | } |
| 186 | TEST_SUITE_END() // QASYMM8_to_S32 |
| 187 | |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 188 | TEST_SUITE(U8_to_U16) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 189 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toU16Dataset), |
| 190 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 191 | DepthConvertLayerShiftDatasetPrecommit)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 192 | { |
| 193 | // Validate output |
| 194 | validate(Accessor(_target), _reference); |
| 195 | } |
| 196 | |
| 197 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toU16Dataset), |
| 198 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 199 | DepthConvertLayerShiftDatasetNightly)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 200 | { |
| 201 | // Validate output |
| 202 | validate(Accessor(_target), _reference); |
| 203 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 204 | TEST_SUITE_END() // U8_to_U16 |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 205 | |
| 206 | TEST_SUITE(U8_to_S16) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 207 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toS16Dataset), |
| 208 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 209 | DepthConvertLayerShiftDatasetPrecommit)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 210 | { |
| 211 | // Validate output |
| 212 | validate(Accessor(_target), _reference); |
| 213 | } |
| 214 | |
| 215 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToS16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toS16Dataset), |
| 216 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 217 | DepthConvertLayerShiftDatasetNightly)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 218 | { |
| 219 | // Validate output |
| 220 | validate(Accessor(_target), _reference); |
| 221 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 222 | TEST_SUITE_END() // U8_to_S16 |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 223 | TEST_SUITE(U8_to_S32) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 224 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toS32Dataset), |
| 225 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 226 | DepthConvertLayerShiftDatasetPrecommit)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 227 | { |
| 228 | // Validate output |
| 229 | validate(Accessor(_target), _reference); |
| 230 | } |
| 231 | |
| 232 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToS32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toS32Dataset), |
| 233 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 234 | DepthConvertLayerShiftDatasetNightly)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 235 | { |
| 236 | // Validate output |
| 237 | validate(Accessor(_target), _reference); |
| 238 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 239 | TEST_SUITE_END() // U8_to_S32 |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 240 | |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 241 | TEST_SUITE(U8_to_F32) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 242 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toF32Dataset), |
| 243 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 244 | DepthConvertLayerShiftDatasetPrecommit)) |
| 245 | { |
| 246 | // Validate output |
| 247 | validate(Accessor(_target), _reference); |
| 248 | } |
| 249 | |
| 250 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToF32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toF32Dataset), |
| 251 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 252 | DepthConvertLayerShiftDatasetNightly)) |
| 253 | { |
| 254 | // Validate output |
| 255 | validate(Accessor(_target), _reference); |
| 256 | } |
| 257 | TEST_SUITE_END() // U8_to_F32 |
| 258 | |
| 259 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 260 | TEST_SUITE(U8_to_F16) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 261 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toF16Dataset), |
| 262 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 263 | DepthConvertLayerShiftDatasetPrecommit)) |
| 264 | { |
| 265 | // Validate output |
| 266 | validate(Accessor(_target), _reference); |
| 267 | } |
| 268 | |
| 269 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToF16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toF16Dataset), |
| 270 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 271 | DepthConvertLayerShiftDatasetNightly)) |
| 272 | { |
| 273 | // Validate output |
| 274 | validate(Accessor(_target), _reference); |
| 275 | } |
| 276 | TEST_SUITE_END() // U8_to_F36 |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 277 | #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 278 | |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 279 | TEST_SUITE(U16_to_U8) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 280 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU8Fixture<uint16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU16toU8Dataset), |
| 281 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 282 | DepthConvertLayerShiftDatasetPrecommit)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 283 | { |
| 284 | // Validate output |
| 285 | validate(Accessor(_target), _reference); |
| 286 | } |
| 287 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU8Fixture<uint16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU16toU8Dataset), |
| 288 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 289 | DepthConvertLayerShiftDatasetNightly)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 290 | { |
| 291 | // Validate output |
| 292 | validate(Accessor(_target), _reference); |
| 293 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 294 | TEST_SUITE_END() // U16_to_U8 |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 295 | |
| 296 | TEST_SUITE(U16_to_U32) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 297 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU32Fixture<uint16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU16toU32Dataset), |
| 298 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 299 | DepthConvertLayerShiftDatasetPrecommit)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 300 | { |
| 301 | // Validate output |
| 302 | validate(Accessor(_target), _reference); |
| 303 | } |
| 304 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU32Fixture<uint16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU16toU32Dataset), |
| 305 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 306 | DepthConvertLayerShiftDatasetNightly)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 307 | { |
| 308 | // Validate output |
| 309 | validate(Accessor(_target), _reference); |
| 310 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 311 | TEST_SUITE_END() // U16_to_U32 |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 312 | |
| 313 | TEST_SUITE(S16_to_U8) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 314 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToU8Fixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerS16toU8Dataset), |
| 315 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 316 | DepthConvertLayerShiftDatasetPrecommit)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 317 | { |
| 318 | // Validate output |
| 319 | validate(Accessor(_target), _reference); |
| 320 | } |
| 321 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToU8Fixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerS16toU8Dataset), |
| 322 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 323 | DepthConvertLayerShiftDatasetNightly)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 324 | { |
| 325 | // Validate output |
| 326 | validate(Accessor(_target), _reference); |
| 327 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 328 | TEST_SUITE_END() // S16_to_U8 |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 329 | |
| 330 | TEST_SUITE(S16_to_S32) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 331 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS32Fixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerS16toS32Dataset), |
| 332 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 333 | DepthConvertLayerShiftDatasetPrecommit)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 334 | { |
| 335 | // Validate output |
| 336 | validate(Accessor(_target), _reference); |
| 337 | } |
| 338 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToS32Fixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerS16toS32Dataset), |
| 339 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 340 | DepthConvertLayerShiftDatasetNightly)) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 341 | { |
| 342 | // Validate output |
| 343 | validate(Accessor(_target), _reference); |
| 344 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 345 | TEST_SUITE_END() // S16_to_S32 |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 346 | |
Georgios Pinitas | e8291ac | 2020-02-26 09:58:13 +0000 | [diff] [blame] | 347 | #if defined(__ARM_FEATURE_BF16_VECTOR_ARITHMETIC) || defined(ARM_COMPUTE_FORCE_BF16) |
| 348 | TEST_SUITE(BFLOAT16_to_F32) |
| 349 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF32Fixture<bfloat16>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerBF16toF32Dataset), |
| 350 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 351 | DepthConvertLayerZeroShiftDataset)) |
| 352 | { |
| 353 | // Validate output |
| 354 | validate(Accessor(_target), _reference); |
| 355 | } |
Georgios Pinitas | e8291ac | 2020-02-26 09:58:13 +0000 | [diff] [blame] | 356 | TEST_SUITE_END() // BFLOAT16_to_F32 |
| 357 | |
| 358 | TEST_SUITE(F32_to_BFLOAT16) |
| 359 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToBF16Fixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF32toBF16Dataset), |
| 360 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 361 | DepthConvertLayerZeroShiftDataset)) |
| 362 | { |
| 363 | // Validate output |
| 364 | validate(Accessor(_target), _reference); |
| 365 | } |
Georgios Pinitas | e8291ac | 2020-02-26 09:58:13 +0000 | [diff] [blame] | 366 | TEST_SUITE_END() // F32_to_BFLOAT16 |
| 367 | #endif /* defined(__ARM_FEATURE_BF16_VECTOR_ARITHMETIC) || defined(ARM_COMPUTE_FORCE_BF16) */ |
| 368 | |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 369 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 370 | TEST_SUITE(F16_to_QASYMM8) |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 371 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToQASYMM8Fixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| 372 | DepthConvertLayerF16toQASYMM8Dataset), |
| 373 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 374 | DepthConvertLayerZeroShiftDataset), |
| 375 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 376 | { |
| 377 | // Validate output |
| 378 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 379 | } |
| 380 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToQASYMM8Fixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| 381 | DepthConvertLayerF16toQASYMM8Dataset), |
| 382 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 383 | DepthConvertLayerZeroShiftDataset), |
| 384 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 385 | { |
| 386 | // Validate output |
| 387 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 388 | } |
| 389 | TEST_SUITE_END() // F16_to_QASYMM8 |
| 390 | |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 391 | TEST_SUITE(F16_to_U8) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 392 | 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] | 393 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 394 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 395 | { |
| 396 | // Validate output |
| 397 | validate(Accessor(_target), _reference, tolerance_one_uint8); |
| 398 | } |
| 399 | 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] | 400 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 401 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 402 | { |
| 403 | // Validate output |
| 404 | validate(Accessor(_target), _reference, tolerance_one_uint8); |
| 405 | } |
| 406 | TEST_SUITE_END() // F16_to_U8 |
| 407 | |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 408 | TEST_SUITE(F16_to_F32) |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 409 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF32Fixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF16toF32Dataset), |
| 410 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 6a468ef | 2018-12-04 13:46:48 +0000 | [diff] [blame] | 411 | DepthConvertLayerZeroShiftDataset)) |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 412 | { |
| 413 | // Validate output |
| 414 | validate(Accessor(_target), _reference); |
| 415 | } |
| 416 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToF32Fixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerF16toF32Dataset), |
| 417 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 6a468ef | 2018-12-04 13:46:48 +0000 | [diff] [blame] | 418 | DepthConvertLayerZeroShiftDataset)) |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 419 | { |
| 420 | // Validate output |
| 421 | validate(Accessor(_target), _reference); |
| 422 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 423 | TEST_SUITE_END() // F16_to_F32 |
| 424 | |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 425 | TEST_SUITE(F16_to_S32) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 426 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS32Fixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF16toS32Dataset), |
| 427 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 428 | DepthConvertLayerZeroShiftDataset)) |
| 429 | { |
| 430 | // Validate output |
| 431 | validate(Accessor(_target), _reference, tolerance_one_int32); |
| 432 | } |
| 433 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToS32Fixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerF16toS32Dataset), |
| 434 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 435 | DepthConvertLayerZeroShiftDataset)) |
| 436 | { |
| 437 | // Validate output |
| 438 | validate(Accessor(_target), _reference, tolerance_one_int32); |
| 439 | } |
| 440 | |
| 441 | TEST_SUITE_END() // F16_to_S32 |
| 442 | |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 443 | TEST_SUITE(QASYMM8_to_F16) |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 444 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerQuantizedToF16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| 445 | DepthConvertLayerQASYMM8toF16Dataset), |
| 446 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 447 | DepthConvertLayerZeroShiftDataset), |
| 448 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 449 | { |
| 450 | // Validate output |
| 451 | validate(Accessor(_target), _reference); |
| 452 | } |
| 453 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerQuantizedToF16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| 454 | DepthConvertLayerQASYMM8toF16Dataset), |
| 455 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 456 | DepthConvertLayerZeroShiftDataset), |
| 457 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 458 | { |
| 459 | // Validate output |
| 460 | validate(Accessor(_target), _reference); |
| 461 | } |
| 462 | TEST_SUITE_END() // QASYMM8_to_F16 |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 463 | |
| 464 | TEST_SUITE(F32_to_F16) |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 465 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToF16Fixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF32toF16Dataset), |
| 466 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 6a468ef | 2018-12-04 13:46:48 +0000 | [diff] [blame] | 467 | DepthConvertLayerZeroShiftDataset)) |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 468 | { |
| 469 | // Validate output |
| 470 | validate(Accessor(_target), _reference); |
| 471 | } |
| 472 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToF16Fixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerF32toF16Dataset), |
| 473 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | 6a468ef | 2018-12-04 13:46:48 +0000 | [diff] [blame] | 474 | DepthConvertLayerZeroShiftDataset)) |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 475 | { |
| 476 | // Validate output |
| 477 | validate(Accessor(_target), _reference); |
| 478 | } |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 479 | TEST_SUITE_END() // F32_to_F16 |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 480 | |
| 481 | TEST_SUITE(S32_to_F16) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 482 | 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] | 483 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 484 | DepthConvertLayerZeroShiftDataset)) |
| 485 | { |
| 486 | // Validate output |
| 487 | validate(Accessor(_target), _reference); |
| 488 | } |
| 489 | 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] | 490 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 491 | DepthConvertLayerZeroShiftDataset)) |
| 492 | { |
| 493 | // Validate output |
| 494 | validate(Accessor(_target), _reference); |
| 495 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 496 | TEST_SUITE_END() // S32_to_F16 |
| 497 | |
Michalis Spyrou | 4de2d59 | 2020-02-21 18:58:38 +0000 | [diff] [blame] | 498 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Michele Di Giorgio | 3e570db | 2018-08-24 18:28:48 +0100 | [diff] [blame] | 499 | |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 500 | TEST_SUITE(F32_to_S32) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 501 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToS32Fixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerF32toS32Dataset), |
| 502 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 503 | DepthConvertLayerZeroShiftDataset)) |
| 504 | { |
| 505 | // Validate output |
| 506 | validate(Accessor(_target), _reference, tolerance_one_int32); |
| 507 | } |
| 508 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToS32Fixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerF32toS32Dataset), |
| 509 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 510 | DepthConvertLayerZeroShiftDataset)) |
| 511 | { |
| 512 | // Validate output |
| 513 | validate(Accessor(_target), _reference, tolerance_one_int32); |
| 514 | } |
| 515 | TEST_SUITE_END() // F32_to_S32 |
| 516 | |
| 517 | TEST_SUITE(F32_to_U8) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 518 | 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] | 519 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 520 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 521 | { |
| 522 | // Validate output |
| 523 | validate(Accessor(_target), _reference, tolerance_one_int32); |
| 524 | } |
| 525 | 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] | 526 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 527 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 528 | { |
| 529 | // Validate output |
| 530 | validate(Accessor(_target), _reference, tolerance_one_int32); |
| 531 | } |
| 532 | TEST_SUITE_END() // F32_to_U8 |
| 533 | |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 534 | TEST_SUITE(F32_to_QASYMM8) |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 535 | FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConvertLayerToQASYMM8Fixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| 536 | DepthConvertLayerF32toQASYMM8Dataset), |
| 537 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 538 | DepthConvertLayerZeroShiftDataset), |
| 539 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 540 | { |
| 541 | // Validate output |
| 542 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 543 | } |
| 544 | FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConvertLayerToQASYMM8Fixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| 545 | DepthConvertLayerF32toQASYMM8Dataset), |
| 546 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 547 | DepthConvertLayerZeroShiftDataset), |
| 548 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 549 | { |
| 550 | // Validate output |
| 551 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 552 | } |
| 553 | TEST_SUITE_END() // F32_to_QASYMM8 |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 554 | |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 555 | TEST_SUITE(S32_to_F32) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 556 | 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] | 557 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 558 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 559 | { |
| 560 | // Validate output |
| 561 | validate(Accessor(_target), _reference); |
| 562 | } |
| 563 | 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] | 564 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 565 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 566 | { |
| 567 | // Validate output |
| 568 | validate(Accessor(_target), _reference); |
| 569 | } |
| 570 | TEST_SUITE_END() // S32_to_F32 |
| 571 | |
| 572 | TEST_SUITE(S32_to_QASYMM8) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 573 | 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] | 574 | DepthConvertLayerS32toQASYMM8Dataset), |
| 575 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 576 | DepthConvertLayerZeroShiftDataset), |
| 577 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 578 | { |
| 579 | // Validate output |
| 580 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 581 | } |
| 582 | 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] | 583 | DepthConvertLayerS32toQASYMM8Dataset), |
| 584 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 585 | DepthConvertLayerZeroShiftDataset), |
| 586 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
| 587 | { |
| 588 | // Validate output |
| 589 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 590 | } |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 591 | TEST_SUITE_END() // S32_to_QASYMM8 |
| 592 | |
| 593 | TEST_SUITE(S32_to_U8) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 594 | 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] | 595 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 596 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 597 | { |
| 598 | // Validate output |
| 599 | validate(Accessor(_target), _reference); |
| 600 | } |
| 601 | 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] | 602 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 603 | DepthConvertLayerZeroShiftDataset)) |
Usama Arif | 9e631c2 | 2019-05-14 17:10:40 +0100 | [diff] [blame] | 604 | { |
| 605 | // Validate output |
| 606 | validate(Accessor(_target), _reference); |
| 607 | } |
| 608 | TEST_SUITE_END() // S32_to_U8 |
| 609 | |
Michalis Spyrou | e258818 | 2018-12-13 18:31:18 +0000 | [diff] [blame] | 610 | TEST_SUITE_END() // DepthConvertLayer |
| 611 | TEST_SUITE_END() // NEON |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 612 | } // namespace validation |
| 613 | } // namespace test |
| 614 | } // namespace arm_compute |