Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 1 | /* |
Michalis Spyrou | a3c9a3b | 2020-12-08 21:02:16 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2021 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" |
| 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" |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 36 | #include "tests/validation/fixtures/ArithmeticOperationsFixture.h" |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 37 | |
| 38 | namespace arm_compute |
| 39 | { |
| 40 | namespace test |
| 41 | { |
| 42 | namespace validation |
| 43 | { |
| 44 | namespace |
| 45 | { |
Michalis Spyrou | a3c9a3b | 2020-12-08 21:02:16 +0000 | [diff] [blame] | 46 | #if !defined(__aarch64__) || defined(__ARM_FEATURE_SVE) |
Manuel Bottini | 65383e2 | 2019-06-24 14:25:32 +0100 | [diff] [blame] | 47 | constexpr AbsoluteTolerance<float> tolerance_quant(1); /**< Tolerance value for comparing reference's output against implementation's output for quantized data types */ |
Michalis Spyrou | a3c9a3b | 2020-12-08 21:02:16 +0000 | [diff] [blame] | 48 | #else // !defined(__aarch64__) || defined(__ARM_FEATURE_SVE) |
| 49 | constexpr AbsoluteTolerance<float> tolerance_quant(0); |
| 50 | #endif // !defined(__aarch64__) || defined(__ARM_FEATURE_SVE) |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 51 | |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 52 | /** Input data sets **/ |
| 53 | const auto ArithmeticAdditionU8Dataset = combine(combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::U8)), framework::dataset::make("DataType", |
| 54 | DataType::U8)); |
| 55 | const auto ArithmeticAdditionS16Dataset = combine(combine(framework::dataset::make("DataType", { DataType::U8, DataType::S16 }), framework::dataset::make("DataType", DataType::S16)), |
| 56 | framework::dataset::make("DataType", DataType::S16)); |
Michele Di Giorgio | 11c562c | 2020-06-10 16:34:50 +0100 | [diff] [blame] | 57 | const auto ArithmeticAdditionS32Dataset = combine(combine(framework::dataset::make("DataType", { DataType::S32 }), framework::dataset::make("DataType", DataType::S32)), |
| 58 | framework::dataset::make("DataType", DataType::S32)); |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 59 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 60 | const auto ArithmeticAdditionFP16Dataset = combine(combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::F16)), |
| 61 | framework::dataset::make("DataType", DataType::F16)); |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 62 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 63 | const auto ArithmeticAdditionFP32Dataset = combine(combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F32)), |
| 64 | framework::dataset::make("DataType", DataType::F32)); |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 65 | const auto ArithmeticAdditionQASYMM8Dataset = combine(combine(framework::dataset::make("DataType", DataType::QASYMM8), framework::dataset::make("DataType", DataType::QASYMM8)), |
| 66 | framework::dataset::make("DataType", DataType::QASYMM8)); |
Michalis Spyrou | bc4d7c2 | 2019-12-03 15:11:09 +0000 | [diff] [blame] | 67 | const auto ArithmeticAdditionQASYMM8SIGNEDDataset = combine(combine(framework::dataset::make("DataType", DataType::QASYMM8_SIGNED), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), |
Michele Di Giorgio | 11c562c | 2020-06-10 16:34:50 +0100 | [diff] [blame] | 68 | framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)); |
Manuel Bottini | 3689fcd | 2019-06-14 17:18:12 +0100 | [diff] [blame] | 69 | const auto ArithmeticAdditionQSYMM16Dataset = combine(combine(framework::dataset::make("DataType", DataType::QSYMM16), framework::dataset::make("DataType", DataType::QSYMM16)), |
| 70 | framework::dataset::make("DataType", DataType::QSYMM16)); |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 71 | } // namespace |
| 72 | |
| 73 | TEST_SUITE(NEON) |
| 74 | TEST_SUITE(ArithmeticAddition) |
| 75 | |
| 76 | template <typename T> |
| 77 | using NEArithmeticAdditionFixture = ArithmeticAdditionValidationFixture<Tensor, Accessor, NEArithmeticAddition, T>; |
| 78 | |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 79 | // *INDENT-OFF* |
| 80 | // clang-format off |
| 81 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( |
| 82 | framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 83 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
Georgios Pinitas | 5a59453 | 2018-12-03 14:30:05 +0000 | [diff] [blame] | 84 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), // Unsupported broadcast |
| 85 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Invalid data type combination |
| 86 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),// Mismatching shapes |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 87 | }), |
| 88 | framework::dataset::make("Input2Info",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 89 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
Georgios Pinitas | 5a59453 | 2018-12-03 14:30:05 +0000 | [diff] [blame] | 90 | TensorInfo(TensorShape(1U, 13U, 2U), 1, DataType::S16), |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 91 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), |
| 92 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 93 | })), |
| 94 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), |
| 95 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
Georgios Pinitas | 5a59453 | 2018-12-03 14:30:05 +0000 | [diff] [blame] | 96 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::S16), |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 97 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 98 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 99 | })), |
Vidhya Sudhan Loganathan | 0fc2545 | 2018-06-18 14:40:56 +0100 | [diff] [blame] | 100 | framework::dataset::make("Expected", { true, true, false, false, false})), |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 101 | input1_info, input2_info, output_info, expected) |
| 102 | { |
Georgios Pinitas | 5a59453 | 2018-12-03 14:30:05 +0000 | [diff] [blame] | 103 | Status s = NEArithmeticAddition::validate(&input1_info.clone()->set_is_resizable(false), |
| 104 | &input2_info.clone()->set_is_resizable(false), |
| 105 | &output_info.clone()->set_is_resizable(false), |
| 106 | ConvertPolicy::WRAP); |
| 107 | ARM_COMPUTE_EXPECT(bool(s) == expected, framework::LogLevel::ERRORS); |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 108 | } |
| 109 | // clang-format on |
| 110 | // *INDENT-ON* |
| 111 | |
Michele Di Giorgio | 3be0b8c | 2020-06-18 15:28:54 +0100 | [diff] [blame] | 112 | TEST_CASE(NoPaddingAdded, framework::DatasetMode::PRECOMMIT) |
| 113 | { |
| 114 | // NEArithmeticAddition doesn't use padding, so make sure this is the case. |
| 115 | Tensor input1 = create_tensor<Tensor>(TensorShape(15U, 15U), DataType::F32); |
| 116 | Tensor input2 = create_tensor<Tensor>(TensorShape(15U, 1U), DataType::F32); |
| 117 | Tensor output = create_tensor<Tensor>(TensorShape(15U, 15U), DataType::F32); |
| 118 | |
| 119 | NEArithmeticAddition add; |
| 120 | add.configure(&input1, &input2, &output, ConvertPolicy::WRAP); |
| 121 | |
| 122 | // Validate padding is zero |
| 123 | validate(input1.info()->padding(), PaddingSize()); |
| 124 | validate(input2.info()->padding(), PaddingSize()); |
| 125 | validate(output.info()->padding(), PaddingSize()); |
| 126 | } |
| 127 | |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 128 | TEST_SUITE(Integer) |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 129 | TEST_SUITE(U8) |
Michele Di Giorgio | 1902383 | 2020-06-17 16:08:10 +0000 | [diff] [blame] | 130 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ArithmeticAdditionU8Dataset), |
| 131 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP }))) |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 132 | { |
| 133 | // Validate output |
| 134 | validate(Accessor(_target), _reference); |
| 135 | } |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 136 | TEST_SUITE_END() // U8 |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 137 | |
| 138 | TEST_SUITE(S16) |
Michele Di Giorgio | 1902383 | 2020-06-17 16:08:10 +0000 | [diff] [blame] | 139 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ArithmeticAdditionS16Dataset), |
| 140 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP }))) |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 141 | { |
| 142 | // Validate output |
| 143 | validate(Accessor(_target), _reference); |
| 144 | } |
| 145 | |
Michele Di Giorgio | 1902383 | 2020-06-17 16:08:10 +0000 | [diff] [blame] | 146 | FIXTURE_DATA_TEST_CASE(RunLarge, NEArithmeticAdditionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), ArithmeticAdditionS16Dataset), |
| 147 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP }))) |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 148 | { |
| 149 | // Validate output |
| 150 | validate(Accessor(_target), _reference); |
| 151 | } |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 152 | TEST_SUITE_END() // S16 |
Michele Di Giorgio | 11c562c | 2020-06-10 16:34:50 +0100 | [diff] [blame] | 153 | |
| 154 | TEST_SUITE(S32) |
Michele Di Giorgio | 1902383 | 2020-06-17 16:08:10 +0000 | [diff] [blame] | 155 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<int32_t>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ArithmeticAdditionS32Dataset), |
| 156 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP }))) |
Michele Di Giorgio | 11c562c | 2020-06-10 16:34:50 +0100 | [diff] [blame] | 157 | { |
| 158 | // Validate output |
| 159 | validate(Accessor(_target), _reference); |
| 160 | } |
| 161 | TEST_SUITE_END() // S32 |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 162 | TEST_SUITE_END() // Integer |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 163 | |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 164 | TEST_SUITE(Float) |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 165 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 166 | TEST_SUITE(F16) |
Michele Di Giorgio | 1902383 | 2020-06-17 16:08:10 +0000 | [diff] [blame] | 167 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ArithmeticAdditionFP16Dataset), |
| 168 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP }))) |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 169 | { |
| 170 | // Validate output |
| 171 | validate(Accessor(_target), _reference); |
| 172 | } |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 173 | TEST_SUITE_END() // F16 |
| 174 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 175 | |
| 176 | TEST_SUITE(F32) |
Michele Di Giorgio | 1902383 | 2020-06-17 16:08:10 +0000 | [diff] [blame] | 177 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ArithmeticAdditionFP32Dataset), |
| 178 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP }))) |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 179 | { |
| 180 | // Validate output |
| 181 | validate(Accessor(_target), _reference); |
| 182 | } |
| 183 | |
Michele Di Giorgio | 1902383 | 2020-06-17 16:08:10 +0000 | [diff] [blame] | 184 | FIXTURE_DATA_TEST_CASE(RunLarge, NEArithmeticAdditionFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), ArithmeticAdditionFP32Dataset), |
| 185 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP }))) |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 186 | { |
| 187 | // Validate output |
| 188 | validate(Accessor(_target), _reference); |
| 189 | } |
Diego Lopez Recas | 0021d75 | 2017-12-18 14:42:56 +0000 | [diff] [blame] | 190 | |
| 191 | template <typename T> |
| 192 | using NEArithmeticAdditionBroadcastFixture = ArithmeticAdditionBroadcastValidationFixture<Tensor, Accessor, NEArithmeticAddition, T>; |
| 193 | |
Michele Di Giorgio | 1902383 | 2020-06-17 16:08:10 +0000 | [diff] [blame] | 194 | FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEArithmeticAdditionBroadcastFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapesBroadcast(), |
Diego Lopez Recas | 0021d75 | 2017-12-18 14:42:56 +0000 | [diff] [blame] | 195 | ArithmeticAdditionFP32Dataset), |
Michele Di Giorgio | 1902383 | 2020-06-17 16:08:10 +0000 | [diff] [blame] | 196 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP }))) |
Diego Lopez Recas | 0021d75 | 2017-12-18 14:42:56 +0000 | [diff] [blame] | 197 | { |
| 198 | // Validate output |
| 199 | validate(Accessor(_target), _reference); |
| 200 | } |
| 201 | |
Michele Di Giorgio | 1902383 | 2020-06-17 16:08:10 +0000 | [diff] [blame] | 202 | FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, NEArithmeticAdditionBroadcastFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapesBroadcast(), |
Diego Lopez Recas | 0021d75 | 2017-12-18 14:42:56 +0000 | [diff] [blame] | 203 | ArithmeticAdditionFP32Dataset), |
Michele Di Giorgio | 1902383 | 2020-06-17 16:08:10 +0000 | [diff] [blame] | 204 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP }))) |
Diego Lopez Recas | 0021d75 | 2017-12-18 14:42:56 +0000 | [diff] [blame] | 205 | { |
| 206 | // Validate output |
| 207 | validate(Accessor(_target), _reference); |
| 208 | } |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 209 | TEST_SUITE_END() // F32 |
| 210 | TEST_SUITE_END() // Float |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 211 | |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 212 | template <typename T> |
| 213 | using NEArithmeticAdditionQuantizedFixture = ArithmeticAdditionValidationQuantizedFixture<Tensor, Accessor, NEArithmeticAddition, T>; |
| 214 | |
Michalis Spyrou | 2232a20 | 2020-07-13 15:15:33 +0100 | [diff] [blame] | 215 | template <typename T> |
| 216 | using NEArithmeticAdditionQuantizedBroadcastFixture = ArithmeticAdditionValidationQuantizedBroadcastFixture<Tensor, Accessor, NEArithmeticAddition, T>; |
| 217 | |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 218 | TEST_SUITE(Quantized) |
| 219 | TEST_SUITE(QASYMM8) |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 220 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 221 | NEArithmeticAdditionQuantizedFixture<uint8_t>, |
| 222 | framework::DatasetMode::PRECOMMIT, |
| 223 | combine(combine(combine(combine(combine(datasets::SmallShapes(), ArithmeticAdditionQASYMM8Dataset), |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 224 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
Manuel Bottini | 3689fcd | 2019-06-14 17:18:12 +0100 | [diff] [blame] | 225 | framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })), |
| 226 | framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })), |
| 227 | framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) }))) |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 228 | { |
| 229 | // Validate output |
Manuel Bottini | 65383e2 | 2019-06-24 14:25:32 +0100 | [diff] [blame] | 230 | validate(Accessor(_target), _reference, tolerance_quant); |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 231 | } |
| 232 | TEST_SUITE_END() // QASYMM8 |
Michalis Spyrou | bc4d7c2 | 2019-12-03 15:11:09 +0000 | [diff] [blame] | 233 | |
| 234 | TEST_SUITE(QASYMM8_SIGNED) |
| 235 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 236 | NEArithmeticAdditionQuantizedFixture<int8_t>, |
| 237 | framework::DatasetMode::ALL, |
| 238 | combine(combine(combine(combine(combine(datasets::SmallShapes(), ArithmeticAdditionQASYMM8SIGNEDDataset), |
| 239 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 240 | framework::dataset::make("Src0QInfo", { QuantizationInfo(0.5f, 20) })), |
| 241 | framework::dataset::make("Src1QInfo", { QuantizationInfo(0.5f, 10) })), |
| 242 | framework::dataset::make("OutQInfo", { QuantizationInfo(0.5f, 5) }))) |
Manuel Bottini | 3689fcd | 2019-06-14 17:18:12 +0100 | [diff] [blame] | 243 | { |
Michalis Spyrou | bc4d7c2 | 2019-12-03 15:11:09 +0000 | [diff] [blame] | 244 | // Validate output |
Michalis Spyrou | bc4d7c2 | 2019-12-03 15:11:09 +0000 | [diff] [blame] | 245 | validate(Accessor(_target), _reference, tolerance_quant); |
Manuel Bottini | 3689fcd | 2019-06-14 17:18:12 +0100 | [diff] [blame] | 246 | } |
Michalis Spyrou | 2232a20 | 2020-07-13 15:15:33 +0100 | [diff] [blame] | 247 | |
| 248 | FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEArithmeticAdditionQuantizedBroadcastFixture<int8_t>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine( |
| 249 | datasets::SmallShapesBroadcast(), ArithmeticAdditionQASYMM8SIGNEDDataset), |
| 250 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 251 | framework::dataset::make("Src0QInfo", { QuantizationInfo(0.5f, 20) })), |
| 252 | framework::dataset::make("Src1QInfo", { QuantizationInfo(0.5f, 10) })), |
| 253 | framework::dataset::make("OutQInfo", { QuantizationInfo(0.5f, 5) }))) |
| 254 | { |
| 255 | // Validate output |
Michalis Spyrou | 2232a20 | 2020-07-13 15:15:33 +0100 | [diff] [blame] | 256 | validate(Accessor(_target), _reference, tolerance_quant); |
Michalis Spyrou | 2232a20 | 2020-07-13 15:15:33 +0100 | [diff] [blame] | 257 | } |
Michalis Spyrou | bc4d7c2 | 2019-12-03 15:11:09 +0000 | [diff] [blame] | 258 | TEST_SUITE_END() // QASYMM8_SIGNED |
Manuel Bottini | 3689fcd | 2019-06-14 17:18:12 +0100 | [diff] [blame] | 259 | |
Michalis Spyrou | bc4d7c2 | 2019-12-03 15:11:09 +0000 | [diff] [blame] | 260 | TEST_SUITE(QSYMM16) |
Manuel Bottini | 3689fcd | 2019-06-14 17:18:12 +0100 | [diff] [blame] | 261 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 262 | NEArithmeticAdditionQuantizedFixture<int16_t>, |
| 263 | framework::DatasetMode::PRECOMMIT, |
| 264 | combine(combine(combine(combine(combine(datasets::SmallShapes(), ArithmeticAdditionQSYMM16Dataset), |
| 265 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 266 | framework::dataset::make("Src0QInfo", { QuantizationInfo(1.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })), |
| 267 | framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })), |
| 268 | framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 0) }))) |
| 269 | { |
| 270 | // Validate output |
Manuel Bottini | 65383e2 | 2019-06-24 14:25:32 +0100 | [diff] [blame] | 271 | validate(Accessor(_target), _reference, tolerance_quant); |
Manuel Bottini | 3689fcd | 2019-06-14 17:18:12 +0100 | [diff] [blame] | 272 | } |
| 273 | TEST_SUITE_END() // QSYMM16 |
Georgios Pinitas | a84faff | 2018-12-05 18:17:24 +0000 | [diff] [blame] | 274 | TEST_SUITE_END() // Quantized |
| 275 | |
| 276 | TEST_SUITE_END() // ArithmeticAddition |
Sheri Zhang | ac6499a | 2021-02-10 15:32:38 +0000 | [diff] [blame] | 277 | TEST_SUITE_END() // Neon |
Sanghoon Lee | 70f8291 | 2017-08-24 14:21:24 +0100 | [diff] [blame] | 278 | } // namespace validation |
| 279 | } // namespace test |
| 280 | } // namespace arm_compute |