Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 1 | /* |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2022 Arm Limited. |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [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, |
Georgios Pinitas | 5a59453 | 2018-12-03 14:30:05 +0000 | [diff] [blame] | 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #include "arm_compute/core/Types.h" |
| 25 | #include "arm_compute/runtime/NEON/functions/NEArithmeticAddition.h" |
| 26 | #include "arm_compute/runtime/Tensor.h" |
| 27 | #include "arm_compute/runtime/TensorAllocator.h" |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 28 | #include "src/common/cpuinfo/CpuIsaInfo.h" |
| 29 | #include "src/cpu/kernels/CpuAddKernel.h" |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 30 | #include "tests/NEON/Accessor.h" |
| 31 | #include "tests/PaddingCalculator.h" |
| 32 | #include "tests/datasets/ConvertPolicyDataset.h" |
| 33 | #include "tests/datasets/ShapeDatasets.h" |
| 34 | #include "tests/framework/Asserts.h" |
| 35 | #include "tests/framework/Macros.h" |
| 36 | #include "tests/framework/datasets/Datasets.h" |
| 37 | #include "tests/validation/Validation.h" |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 38 | #include "tests/validation/fixtures/ArithmeticOperationsFixture.h" |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 39 | |
| 40 | namespace arm_compute |
| 41 | { |
| 42 | namespace test |
| 43 | { |
| 44 | namespace validation |
| 45 | { |
| 46 | namespace |
| 47 | { |
Georgios Pinitas | bdcdc39 | 2021-04-22 16:42:03 +0100 | [diff] [blame] | 48 | #if !defined(__aarch64__) || defined(ENABLE_SVE) |
Manuel Bottini | 65383e2 | 2019-06-24 14:25:32 +0100 | [diff] [blame] | 49 | constexpr AbsoluteTolerance<float> tolerance_quant(1); /**< Tolerance value for comparing reference's output against implementation's output for quantized data types */ |
Georgios Pinitas | bdcdc39 | 2021-04-22 16:42:03 +0100 | [diff] [blame] | 50 | #else // !defined(__aarch64__) || defined(ENABLE_SVE) |
Michalis Spyrou | a3c9a3b | 2020-12-08 21:02:16 +0000 | [diff] [blame] | 51 | constexpr AbsoluteTolerance<float> tolerance_quant(0); |
Georgios Pinitas | bdcdc39 | 2021-04-22 16:42:03 +0100 | [diff] [blame] | 52 | #endif // !defined(__aarch64__) || defined(ENABLE_SVE) |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 53 | const auto InPlaceDataSet = framework::dataset::make("InPlace", { false, true }); |
| 54 | const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false }); |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 55 | } // namespace |
| 56 | |
| 57 | TEST_SUITE(NEON) |
| 58 | TEST_SUITE(ArithmeticAddition) |
| 59 | |
| 60 | template <typename T> |
| 61 | using NEArithmeticAdditionFixture = ArithmeticAdditionValidationFixture<Tensor, Accessor, NEArithmeticAddition, T>; |
| 62 | |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 63 | // *INDENT-OFF* |
| 64 | // clang-format off |
| 65 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 66 | framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
Georgios Pinitas | 5a59453 | 2018-12-03 14:30:05 +0000 | [diff] [blame] | 67 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), // Unsupported broadcast |
| 68 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Invalid data type combination |
| 69 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),// Mismatching shapes |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 70 | }), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 71 | framework::dataset::make("Input2Info",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
Georgios Pinitas | 5a59453 | 2018-12-03 14:30:05 +0000 | [diff] [blame] | 72 | TensorInfo(TensorShape(1U, 13U, 2U), 1, DataType::S16), |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 73 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), |
| 74 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 75 | })), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 76 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
Georgios Pinitas | 5a59453 | 2018-12-03 14:30:05 +0000 | [diff] [blame] | 77 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::S16), |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 78 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 79 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 80 | })), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 81 | framework::dataset::make("Expected", { true, false, false, false})), |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 82 | input1_info, input2_info, output_info, expected) |
| 83 | { |
Georgios Pinitas | 5a59453 | 2018-12-03 14:30:05 +0000 | [diff] [blame] | 84 | Status s = NEArithmeticAddition::validate(&input1_info.clone()->set_is_resizable(false), |
| 85 | &input2_info.clone()->set_is_resizable(false), |
| 86 | &output_info.clone()->set_is_resizable(false), |
| 87 | ConvertPolicy::WRAP); |
| 88 | ARM_COMPUTE_EXPECT(bool(s) == expected, framework::LogLevel::ERRORS); |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 89 | } |
Giorgio Arena | 5ae8d80 | 2021-11-18 18:02:13 +0000 | [diff] [blame] | 90 | |
| 91 | DATA_TEST_CASE(KernelSelection, framework::DatasetMode::ALL, concat(concat( |
| 92 | combine(framework::dataset::make("CpuExt", std::string("NEON")), |
| 93 | framework::dataset::make("DataType", { DataType::F32, |
| 94 | DataType::F16, |
| 95 | DataType::U8, |
| 96 | DataType::S16, |
| 97 | DataType::S32, |
| 98 | DataType::QASYMM8, |
| 99 | DataType::QASYMM8_SIGNED, |
| 100 | DataType::QSYMM16 |
| 101 | })), |
| 102 | combine(framework::dataset::make("CpuExt", std::string("SVE")), |
| 103 | framework::dataset::make("DataType", { DataType::F32, |
| 104 | DataType::F16, |
| 105 | DataType::U8, |
| 106 | DataType::S16, |
| 107 | DataType::S32 |
| 108 | }))), |
| 109 | combine(framework::dataset::make("CpuExt", std::string("SVE2")), |
| 110 | framework::dataset::make("DataType", { DataType::QASYMM8, |
| 111 | DataType::QASYMM8_SIGNED, |
| 112 | DataType::QSYMM16 |
| 113 | }))), |
| 114 | cpu_ext, data_type) |
| 115 | { |
| 116 | using namespace cpu::kernels; |
| 117 | |
| 118 | cpuinfo::CpuIsaInfo cpu_isa{}; |
| 119 | cpu_isa.neon = (cpu_ext == "NEON"); |
| 120 | cpu_isa.sve = (cpu_ext == "SVE"); |
| 121 | cpu_isa.sve2 = (cpu_ext == "SVE2"); |
| 122 | cpu_isa.fp16 = (data_type == DataType::F16); |
| 123 | |
| 124 | const auto *selected_impl = CpuAddKernel::get_implementation(DataTypeISASelectorData{data_type, cpu_isa}, cpu::KernelSelectionType::Preferred); |
| 125 | |
| 126 | ARM_COMPUTE_ERROR_ON_NULLPTR(selected_impl); |
| 127 | |
| 128 | std::string expected = lower_string(cpu_ext) + "_" + cpu_impl_dt(data_type) + "_add"; |
| 129 | std::string actual = selected_impl->name; |
| 130 | |
| 131 | ARM_COMPUTE_EXPECT_EQUAL(expected, actual, framework::LogLevel::ERRORS); |
| 132 | } |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 133 | // clang-format on |
| 134 | // *INDENT-ON* |
| 135 | |
Michele Di Giorgio | 3be0b8c | 2020-06-18 15:28:54 +0100 | [diff] [blame] | 136 | TEST_CASE(NoPaddingAdded, framework::DatasetMode::PRECOMMIT) |
| 137 | { |
| 138 | // NEArithmeticAddition doesn't use padding, so make sure this is the case. |
| 139 | Tensor input1 = create_tensor<Tensor>(TensorShape(15U, 15U), DataType::F32); |
| 140 | Tensor input2 = create_tensor<Tensor>(TensorShape(15U, 1U), DataType::F32); |
| 141 | Tensor output = create_tensor<Tensor>(TensorShape(15U, 15U), DataType::F32); |
| 142 | |
| 143 | NEArithmeticAddition add; |
| 144 | add.configure(&input1, &input2, &output, ConvertPolicy::WRAP); |
| 145 | |
| 146 | // Validate padding is zero |
| 147 | validate(input1.info()->padding(), PaddingSize()); |
| 148 | validate(input2.info()->padding(), PaddingSize()); |
| 149 | validate(output.info()->padding(), PaddingSize()); |
| 150 | } |
| 151 | |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 152 | TEST_SUITE(Integer) |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 153 | TEST_SUITE(U8) |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 154 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 155 | DataType::U8)), |
| 156 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 157 | OutOfPlaceDataSet)) |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 158 | { |
| 159 | // Validate output |
| 160 | validate(Accessor(_target), _reference); |
| 161 | } |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 162 | TEST_SUITE_END() // U8 |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 163 | |
| 164 | TEST_SUITE(S16) |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 165 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 166 | DataType::S16)), |
| 167 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 168 | OutOfPlaceDataSet)) |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 169 | { |
| 170 | // Validate output |
| 171 | validate(Accessor(_target), _reference); |
| 172 | } |
| 173 | |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 174 | FIXTURE_DATA_TEST_CASE(RunLarge, NEArithmeticAdditionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 175 | DataType::S16)), |
| 176 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 177 | OutOfPlaceDataSet)) |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 178 | { |
| 179 | // Validate output |
| 180 | validate(Accessor(_target), _reference); |
| 181 | } |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 182 | TEST_SUITE_END() // S16 |
Michele Di Giorgio | 11c562c | 2020-06-10 16:34:50 +0100 | [diff] [blame] | 183 | |
| 184 | TEST_SUITE(S32) |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 185 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<int32_t>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 186 | DataType::S32)), |
| 187 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 188 | OutOfPlaceDataSet)) |
Michele Di Giorgio | 11c562c | 2020-06-10 16:34:50 +0100 | [diff] [blame] | 189 | { |
| 190 | // Validate output |
| 191 | validate(Accessor(_target), _reference); |
| 192 | } |
| 193 | TEST_SUITE_END() // S32 |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 194 | TEST_SUITE_END() // Integer |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 195 | |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 196 | TEST_SUITE(Float) |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 197 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 198 | TEST_SUITE(F16) |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 199 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F16)), |
| 200 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 201 | OutOfPlaceDataSet)) |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 202 | { |
| 203 | // Validate output |
| 204 | validate(Accessor(_target), _reference); |
| 205 | } |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 206 | TEST_SUITE_END() // F16 |
| 207 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 208 | |
| 209 | TEST_SUITE(F32) |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 210 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 211 | DataType::F32)), |
| 212 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 213 | OutOfPlaceDataSet)) |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 214 | { |
| 215 | // Validate output |
| 216 | validate(Accessor(_target), _reference); |
| 217 | } |
| 218 | |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 219 | FIXTURE_DATA_TEST_CASE(RunLarge, NEArithmeticAdditionFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 220 | DataType::F32)), |
| 221 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 222 | OutOfPlaceDataSet)) |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 223 | { |
| 224 | // Validate output |
| 225 | validate(Accessor(_target), _reference); |
| 226 | } |
Diego Lopez Recas | 0021d75 | 2017-12-18 14:42:56 +0000 | [diff] [blame] | 227 | |
| 228 | template <typename T> |
| 229 | using NEArithmeticAdditionBroadcastFixture = ArithmeticAdditionBroadcastValidationFixture<Tensor, Accessor, NEArithmeticAddition, T>; |
| 230 | |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 231 | FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEArithmeticAdditionBroadcastFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapesBroadcast(), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 232 | framework::dataset::make("DataType", DataType::F32)), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 233 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 234 | OutOfPlaceDataSet)) |
Diego Lopez Recas | 0021d75 | 2017-12-18 14:42:56 +0000 | [diff] [blame] | 235 | { |
| 236 | // Validate output |
| 237 | validate(Accessor(_target), _reference); |
| 238 | } |
| 239 | |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 240 | FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, NEArithmeticAdditionBroadcastFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapesBroadcast(), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 241 | framework::dataset::make("DataType", DataType::F32)), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 242 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 243 | OutOfPlaceDataSet)) |
Diego Lopez Recas | 0021d75 | 2017-12-18 14:42:56 +0000 | [diff] [blame] | 244 | { |
| 245 | // Validate output |
| 246 | validate(Accessor(_target), _reference); |
| 247 | } |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 248 | TEST_SUITE_END() // F32 |
| 249 | TEST_SUITE_END() // Float |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 250 | |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 251 | template <typename T> |
| 252 | using NEArithmeticAdditionQuantizedFixture = ArithmeticAdditionValidationQuantizedFixture<Tensor, Accessor, NEArithmeticAddition, T>; |
| 253 | |
Michalis Spyrou | 2232a20 | 2020-07-13 15:15:33 +0100 | [diff] [blame] | 254 | template <typename T> |
| 255 | using NEArithmeticAdditionQuantizedBroadcastFixture = ArithmeticAdditionValidationQuantizedBroadcastFixture<Tensor, Accessor, NEArithmeticAddition, T>; |
| 256 | |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 257 | TEST_SUITE(Quantized) |
| 258 | TEST_SUITE(QASYMM8) |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 259 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 260 | NEArithmeticAdditionQuantizedFixture<uint8_t>, |
| 261 | framework::DatasetMode::PRECOMMIT, |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 262 | combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::QASYMM8)), |
| 263 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 264 | framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })), |
| 265 | framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })), |
| 266 | framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })), |
| 267 | OutOfPlaceDataSet)) |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 268 | { |
| 269 | // Validate output |
Manuel Bottini | 65383e2 | 2019-06-24 14:25:32 +0100 | [diff] [blame] | 270 | validate(Accessor(_target), _reference, tolerance_quant); |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 271 | } |
| 272 | TEST_SUITE_END() // QASYMM8 |
Michalis Spyrou | bc4d7c2 | 2019-12-03 15:11:09 +0000 | [diff] [blame] | 273 | |
| 274 | TEST_SUITE(QASYMM8_SIGNED) |
| 275 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 276 | NEArithmeticAdditionQuantizedFixture<int8_t>, |
| 277 | framework::DatasetMode::ALL, |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 278 | combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), |
| 279 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 280 | framework::dataset::make("Src0QInfo", { QuantizationInfo(0.5f, 20) })), |
| 281 | framework::dataset::make("Src1QInfo", { QuantizationInfo(0.5f, 10) })), |
| 282 | framework::dataset::make("OutQInfo", { QuantizationInfo(0.5f, 5) })), |
| 283 | OutOfPlaceDataSet)) |
Manuel Bottini | 3689fcd | 2019-06-14 17:18:12 +0100 | [diff] [blame] | 284 | { |
Michalis Spyrou | bc4d7c2 | 2019-12-03 15:11:09 +0000 | [diff] [blame] | 285 | // Validate output |
Michalis Spyrou | bc4d7c2 | 2019-12-03 15:11:09 +0000 | [diff] [blame] | 286 | validate(Accessor(_target), _reference, tolerance_quant); |
Manuel Bottini | 3689fcd | 2019-06-14 17:18:12 +0100 | [diff] [blame] | 287 | } |
Michalis Spyrou | 2232a20 | 2020-07-13 15:15:33 +0100 | [diff] [blame] | 288 | |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 289 | FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEArithmeticAdditionQuantizedBroadcastFixture<int8_t>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine( |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 290 | datasets::SmallShapesBroadcast(), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), |
Michalis Spyrou | 2232a20 | 2020-07-13 15:15:33 +0100 | [diff] [blame] | 291 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 292 | framework::dataset::make("Src0QInfo", { QuantizationInfo(0.5f, 20) })), |
| 293 | framework::dataset::make("Src1QInfo", { QuantizationInfo(0.5f, 10) })), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 294 | framework::dataset::make("OutQInfo", { QuantizationInfo(0.5f, 5) })), |
| 295 | OutOfPlaceDataSet)) |
Michalis Spyrou | 2232a20 | 2020-07-13 15:15:33 +0100 | [diff] [blame] | 296 | { |
| 297 | // Validate output |
Michalis Spyrou | 2232a20 | 2020-07-13 15:15:33 +0100 | [diff] [blame] | 298 | validate(Accessor(_target), _reference, tolerance_quant); |
Michalis Spyrou | 2232a20 | 2020-07-13 15:15:33 +0100 | [diff] [blame] | 299 | } |
Michalis Spyrou | bc4d7c2 | 2019-12-03 15:11:09 +0000 | [diff] [blame] | 300 | TEST_SUITE_END() // QASYMM8_SIGNED |
Manuel Bottini | 3689fcd | 2019-06-14 17:18:12 +0100 | [diff] [blame] | 301 | |
Michalis Spyrou | bc4d7c2 | 2019-12-03 15:11:09 +0000 | [diff] [blame] | 302 | TEST_SUITE(QSYMM16) |
Manuel Bottini | 3689fcd | 2019-06-14 17:18:12 +0100 | [diff] [blame] | 303 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 304 | NEArithmeticAdditionQuantizedFixture<int16_t>, |
| 305 | framework::DatasetMode::PRECOMMIT, |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 306 | combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::QSYMM16)), |
| 307 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 308 | framework::dataset::make("Src0QInfo", { QuantizationInfo(1.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })), |
| 309 | framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })), |
| 310 | framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 0) })), |
| 311 | OutOfPlaceDataSet)) |
Manuel Bottini | 3689fcd | 2019-06-14 17:18:12 +0100 | [diff] [blame] | 312 | { |
| 313 | // Validate output |
Manuel Bottini | 65383e2 | 2019-06-24 14:25:32 +0100 | [diff] [blame] | 314 | validate(Accessor(_target), _reference, tolerance_quant); |
Manuel Bottini | 3689fcd | 2019-06-14 17:18:12 +0100 | [diff] [blame] | 315 | } |
| 316 | TEST_SUITE_END() // QSYMM16 |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 317 | TEST_SUITE_END() // Quantized |
| 318 | |
| 319 | TEST_SUITE_END() // ArithmeticAddition |
Sheri Zhang | ac6499a | 2021-02-10 15:32:38 +0000 | [diff] [blame] | 320 | TEST_SUITE_END() // Neon |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 321 | } // namespace validation |
| 322 | } // namespace test |
| 323 | } // namespace arm_compute |