Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 1 | /* |
Sheri Zhang | ac6499a | 2021-02-10 15:32:38 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2021 Arm Limited. |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +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, |
Michalis Spyrou | 5c9f0c4 | 2019-01-16 14:48:48 +0000 | [diff] [blame] | 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #include "arm_compute/core/Types.h" |
| 25 | #include "arm_compute/runtime/NEON/functions/NEArithmeticSubtraction.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 | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 37 | |
| 38 | namespace arm_compute |
| 39 | { |
| 40 | namespace test |
| 41 | { |
| 42 | namespace validation |
| 43 | { |
| 44 | namespace |
| 45 | { |
Manuel Bottini | 8d04fa0 | 2019-03-08 14:00:40 +0000 | [diff] [blame] | 46 | #ifdef __aarch64__ |
Michele Di Giorgio | 9f2403f | 2020-03-27 10:23:44 +0000 | [diff] [blame] | 47 | constexpr AbsoluteTolerance<float> tolerance_qasymm8(0); /**< Tolerance value for comparing reference's output against implementation's output for quantized data types */ |
| 48 | #else //__aarch64__ |
Manuel Bottini | 8d04fa0 | 2019-03-08 14:00:40 +0000 | [diff] [blame] | 49 | constexpr AbsoluteTolerance<float> tolerance_qasymm8(1); /**< Tolerance value for comparing reference's output against implementation's output for quantized data types */ |
Michele Di Giorgio | 9f2403f | 2020-03-27 10:23:44 +0000 | [diff] [blame] | 50 | #endif //__aarch64__ |
| 51 | constexpr AbsoluteTolerance<int16_t> tolerance_qsymm16(1); /**< Tolerance value for comparing reference's output against implementation's output for quantized data types */ |
Manuel Bottini | 8d04fa0 | 2019-03-08 14:00:40 +0000 | [diff] [blame] | 52 | |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 53 | // Quantization Infomation DataSet |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 54 | const auto ArithmeticSubtractionQuantizationInfoDataset = combine(combine(framework::dataset::make("QuantizationInfoIn1", { QuantizationInfo(10, 120) }), |
| 55 | framework::dataset::make("QuantizationInfoIn2", { QuantizationInfo(20, 110) })), |
| 56 | framework::dataset::make("QuantizationInfoOut", { QuantizationInfo(15, 125) })); |
Michalis Spyrou | 6f58b37 | 2019-12-04 12:00:36 +0000 | [diff] [blame] | 57 | const auto ArithmeticSubtractionQuantizationInfoSignedDataset = combine(combine(framework::dataset::make("QuantizationInfoIn1", { QuantizationInfo(0.5f, 10) }), |
| 58 | framework::dataset::make("QuantizationInfoIn2", { QuantizationInfo(0.5f, 20) })), |
| 59 | framework::dataset::make("QuantizationInfoOut", { QuantizationInfo(0.5f, 50) })); |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 60 | const auto ArithmeticSubtractionQuantizationInfoSignedInPlaceDataset = combine(combine(framework::dataset::make("QuantizationInfoIn1", { QuantizationInfo(0.8f, 10) }), |
| 61 | framework::dataset::make("QuantizationInfoIn2", { QuantizationInfo(0.8f, 10) })), |
| 62 | framework::dataset::make("QuantizationInfoOut", { QuantizationInfo(0.8f, 10) })); |
Michele Di Giorgio | 9f2403f | 2020-03-27 10:23:44 +0000 | [diff] [blame] | 63 | const auto ArithmeticSubtractionQuantizationInfoSymmetric = combine(combine(framework::dataset::make("QuantizationInfoIn1", { QuantizationInfo(0.3f, 0) }), |
| 64 | framework::dataset::make("QuantizationInfoIn2", { QuantizationInfo(0.7f, 0) })), |
| 65 | framework::dataset::make("QuantizationInfoOut", { QuantizationInfo(0.2f, 0) })); |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 66 | const auto InPlaceDataSet = framework::dataset::make("InPlace", { false, true }); |
| 67 | const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false }); |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 68 | } // namespace |
| 69 | |
| 70 | TEST_SUITE(NEON) |
| 71 | TEST_SUITE(ArithmeticSubtraction) |
| 72 | |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 73 | template <typename T> |
| 74 | using NEArithmeticSubtractionFixture = ArithmeticSubtractionValidationFixture<Tensor, Accessor, NEArithmeticSubtraction, T>; |
| 75 | |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 76 | // *INDENT-OFF* |
| 77 | // clang-format off |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 78 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 79 | framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 80 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Invalid data type combination |
| 81 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Mismatching shapes |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 82 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::QASYMM8), // Mismatching types |
| 83 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), // Invalid convert policy |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 84 | }), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 85 | framework::dataset::make("Input2Info",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 86 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), |
| 87 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 88 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
| 89 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 90 | })), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 91 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 92 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 93 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 94 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), |
SiCong Li | 903f8cc | 2020-08-27 10:17:10 +0100 | [diff] [blame] | 95 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 96 | })), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 97 | framework::dataset::make("ConvertPolicy",{ ConvertPolicy::SATURATE, |
| 98 | ConvertPolicy::SATURATE, |
| 99 | ConvertPolicy::WRAP, |
| 100 | ConvertPolicy::WRAP, |
| 101 | ConvertPolicy::WRAP, |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 102 | })), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 103 | framework::dataset::make("Expected", { true, false, false, false, false})), |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 104 | input1_info, input2_info, output_info, policy, expected) |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 105 | { |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 106 | ARM_COMPUTE_EXPECT(bool(NEArithmeticSubtraction::validate(&input1_info.clone()->set_is_resizable(false), &input2_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), policy)) == expected, framework::LogLevel::ERRORS); |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 107 | } |
| 108 | // clang-format on |
| 109 | // *INDENT-ON* |
| 110 | |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 111 | TEST_SUITE(InPlaceValidate) |
| 112 | TEST_CASE(SingleTensor, framework::DatasetMode::ALL) |
| 113 | { |
| 114 | const auto random_shape = TensorShape{ 9, 9 }; |
| 115 | const auto single_tensor_info = TensorInfo{ random_shape, 1, DataType::F32 }; |
| 116 | |
| 117 | Status result = NEArithmeticSubtraction::validate(&single_tensor_info, &single_tensor_info, &single_tensor_info, ConvertPolicy::WRAP); |
| 118 | ARM_COMPUTE_EXPECT(bool(result) == true, framework::LogLevel::ERRORS); |
| 119 | } |
| 120 | |
| 121 | TEST_CASE(ValidBroadCast, framework::DatasetMode::ALL) |
| 122 | { |
| 123 | const auto larger_shape = TensorShape{ 27U, 13U, 2U }; |
| 124 | const auto smaller_shape = TensorShape{ 1U, 13U, 2U }; |
| 125 | |
| 126 | const auto larger_tensor_info = TensorInfo{ larger_shape, 1, DataType::F32 }; |
| 127 | const auto smaller_tensor_info = TensorInfo{ smaller_shape, 1, DataType::F32 }; |
| 128 | |
| 129 | Status result = NEArithmeticSubtraction::validate(&larger_tensor_info, &smaller_tensor_info, &larger_tensor_info, ConvertPolicy::WRAP); |
| 130 | ARM_COMPUTE_EXPECT(bool(result) == true, framework::LogLevel::ERRORS); |
| 131 | } |
| 132 | |
| 133 | TEST_CASE(InvalidBroadcastOutput, framework::DatasetMode::ALL) |
| 134 | { |
| 135 | const auto larger_shape = TensorShape{ 27U, 13U, 2U }; |
| 136 | const auto smaller_shape = TensorShape{ 1U, 13U, 2U }; |
| 137 | |
| 138 | const auto larger_tensor_info = TensorInfo{ larger_shape, 1, DataType::F32 }; |
| 139 | const auto smaller_tensor_info = TensorInfo{ smaller_shape, 1, DataType::F32 }; |
| 140 | |
| 141 | Status result = NEArithmeticSubtraction::validate(&larger_tensor_info, &smaller_tensor_info, &smaller_tensor_info, ConvertPolicy::WRAP); |
| 142 | ARM_COMPUTE_EXPECT(bool(result) == false, framework::LogLevel::ERRORS); |
| 143 | } |
| 144 | |
| 145 | TEST_CASE(InvalidBroadcastBoth, framework::DatasetMode::ALL) |
| 146 | { |
| 147 | const auto shape0 = TensorShape{ 9U, 9U }; |
| 148 | const auto shape1 = TensorShape{ 9U, 1U, 2U }; |
| 149 | |
| 150 | const auto info0 = TensorInfo{ shape0, 1, DataType::F32 }; |
| 151 | const auto info1 = TensorInfo{ shape1, 1, DataType::F32 }; |
| 152 | |
| 153 | Status result{}; |
| 154 | |
| 155 | result = NEArithmeticSubtraction::validate(&info0, &info1, &info0, ConvertPolicy::WRAP); |
| 156 | ARM_COMPUTE_EXPECT(bool(result) == false, framework::LogLevel::ERRORS); |
| 157 | |
| 158 | result = NEArithmeticSubtraction::validate(&info0, &info1, &info1, ConvertPolicy::WRAP); |
| 159 | ARM_COMPUTE_EXPECT(bool(result) == false, framework::LogLevel::ERRORS); |
| 160 | } |
| 161 | TEST_SUITE_END() // InPlaceValidate |
| 162 | |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 163 | TEST_SUITE(U8) |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 164 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticSubtractionFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 165 | DataType::U8)), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 166 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 167 | OutOfPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 168 | { |
| 169 | // Validate output |
| 170 | validate(Accessor(_target), _reference); |
| 171 | } |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 172 | TEST_SUITE_END() // U8 |
Isabella Gottardi | b5908c2 | 2017-10-30 15:28:13 +0000 | [diff] [blame] | 173 | |
Michalis Spyrou | eae6584 | 2020-06-15 20:23:59 +0100 | [diff] [blame] | 174 | using NEArithmeticSubtractionQASYMM8Fixture = ArithmeticSubtractionValidationQuantizedFixture<Tensor, Accessor, NEArithmeticSubtraction, uint8_t>; |
| 175 | using NEArithmeticSubtractionQASYMM8SignedFixture = ArithmeticSubtractionValidationQuantizedFixture<Tensor, Accessor, NEArithmeticSubtraction, int8_t>; |
| 176 | using NEArithmeticSubtractionQASYMM8SignedBroadcastFixture = ArithmeticSubtractionValidationQuantizedBroadcastFixture<Tensor, Accessor, NEArithmeticSubtraction, int8_t>; |
| 177 | using NEArithmeticSubtractionQSYMM16Fixture = ArithmeticSubtractionValidationQuantizedFixture<Tensor, Accessor, NEArithmeticSubtraction, int16_t>; |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 178 | |
| 179 | TEST_SUITE(Quantized) |
| 180 | TEST_SUITE(QASYMM8) |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 181 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticSubtractionQASYMM8Fixture, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 182 | DataType::QASYMM8)), |
Michele Di Giorgio | 9f2403f | 2020-03-27 10:23:44 +0000 | [diff] [blame] | 183 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 184 | ArithmeticSubtractionQuantizationInfoDataset), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 185 | OutOfPlaceDataSet)) |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 186 | { |
| 187 | // Validate output |
Manuel Bottini | 8d04fa0 | 2019-03-08 14:00:40 +0000 | [diff] [blame] | 188 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 189 | } |
| 190 | TEST_SUITE_END() // QASYMM8 |
Michalis Spyrou | 6f58b37 | 2019-12-04 12:00:36 +0000 | [diff] [blame] | 191 | |
| 192 | TEST_SUITE(QASYMM8_SIGNED) |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 193 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticSubtractionQASYMM8SignedFixture, framework::DatasetMode::ALL, combine(combine(combine(combine( |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 194 | datasets::SmallShapes(), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), |
Michele Di Giorgio | 9f2403f | 2020-03-27 10:23:44 +0000 | [diff] [blame] | 195 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 196 | ArithmeticSubtractionQuantizationInfoSignedDataset), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 197 | OutOfPlaceDataSet)) |
Michalis Spyrou | 6f58b37 | 2019-12-04 12:00:36 +0000 | [diff] [blame] | 198 | { |
| 199 | // Validate output |
| 200 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 201 | } |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 202 | FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEArithmeticSubtractionQASYMM8SignedBroadcastFixture, framework::DatasetMode::ALL, combine(combine(combine(combine( |
Michalis Spyrou | eae6584 | 2020-06-15 20:23:59 +0100 | [diff] [blame] | 203 | datasets::SmallShapesBroadcast(), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 204 | framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), |
Michalis Spyrou | eae6584 | 2020-06-15 20:23:59 +0100 | [diff] [blame] | 205 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 206 | ArithmeticSubtractionQuantizationInfoSignedDataset), |
| 207 | OutOfPlaceDataSet)) |
Michalis Spyrou | eae6584 | 2020-06-15 20:23:59 +0100 | [diff] [blame] | 208 | { |
| 209 | // Validate output |
| 210 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 211 | } |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 212 | FIXTURE_DATA_TEST_CASE(RunTinyBroadcastInPlace, NEArithmeticSubtractionQASYMM8SignedBroadcastFixture, framework::DatasetMode::ALL, combine(combine(combine(combine( |
| 213 | datasets::TinyShapesBroadcastInplace(), |
| 214 | framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), |
| 215 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 216 | ArithmeticSubtractionQuantizationInfoSignedInPlaceDataset), |
| 217 | InPlaceDataSet)) |
| 218 | { |
| 219 | // Validate output |
| 220 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 221 | } |
Michalis Spyrou | 6f58b37 | 2019-12-04 12:00:36 +0000 | [diff] [blame] | 222 | TEST_SUITE_END() // QASYMM8_SIGNED |
Michele Di Giorgio | 9f2403f | 2020-03-27 10:23:44 +0000 | [diff] [blame] | 223 | |
| 224 | TEST_SUITE(QSYMM16) |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 225 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticSubtractionQSYMM16Fixture, framework::DatasetMode::ALL, combine(combine(combine(combine( |
Michele Di Giorgio | 9f2403f | 2020-03-27 10:23:44 +0000 | [diff] [blame] | 226 | datasets::SmallShapes(), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 227 | framework::dataset::make("DataType", DataType::QSYMM16)), |
Michele Di Giorgio | 9f2403f | 2020-03-27 10:23:44 +0000 | [diff] [blame] | 228 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 229 | ArithmeticSubtractionQuantizationInfoSymmetric), |
| 230 | OutOfPlaceDataSet)) |
Michele Di Giorgio | 9f2403f | 2020-03-27 10:23:44 +0000 | [diff] [blame] | 231 | { |
| 232 | // Validate output |
| 233 | validate(Accessor(_target), _reference, tolerance_qsymm16); |
| 234 | } |
| 235 | TEST_SUITE_END() // QSYMM16 |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 236 | TEST_SUITE_END() // Quantized |
| 237 | |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 238 | TEST_SUITE(S16) |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 239 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticSubtractionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 240 | DataType::S16)), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 241 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 242 | OutOfPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 243 | { |
| 244 | // Validate output |
| 245 | validate(Accessor(_target), _reference); |
| 246 | } |
| 247 | |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 248 | FIXTURE_DATA_TEST_CASE(RunLarge, NEArithmeticSubtractionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 249 | DataType::S16)), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 250 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 251 | OutOfPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 252 | { |
| 253 | // Validate output |
| 254 | validate(Accessor(_target), _reference); |
| 255 | } |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 256 | TEST_SUITE_END() // S16 |
Isabella Gottardi | b5908c2 | 2017-10-30 15:28:13 +0000 | [diff] [blame] | 257 | |
SiCong Li | 903f8cc | 2020-08-27 10:17:10 +0100 | [diff] [blame] | 258 | TEST_SUITE(S32) |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 259 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticSubtractionFixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 260 | DataType::S32)), |
SiCong Li | 903f8cc | 2020-08-27 10:17:10 +0100 | [diff] [blame] | 261 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 262 | OutOfPlaceDataSet)) |
| 263 | { |
| 264 | // Validate output |
| 265 | validate(Accessor(_target), _reference); |
| 266 | } |
| 267 | |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 268 | FIXTURE_DATA_TEST_CASE(RunLarge, NEArithmeticSubtractionFixture<int32_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 269 | DataType::S32)), |
SiCong Li | 903f8cc | 2020-08-27 10:17:10 +0100 | [diff] [blame] | 270 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 271 | OutOfPlaceDataSet)) |
| 272 | { |
| 273 | // Validate output |
| 274 | validate(Accessor(_target), _reference); |
| 275 | } |
| 276 | TEST_SUITE_END() // S32 |
| 277 | |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 278 | TEST_SUITE(Float) |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 279 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 280 | TEST_SUITE(F16) |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 281 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticSubtractionFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 282 | DataType::F16)), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 283 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 284 | OutOfPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 285 | { |
| 286 | // Validate output |
| 287 | validate(Accessor(_target), _reference); |
| 288 | } |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 289 | TEST_SUITE_END() // F16 |
| 290 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 291 | |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 292 | TEST_SUITE(F32) |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 293 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticSubtractionFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 294 | DataType::F32)), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 295 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 296 | InPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 297 | { |
| 298 | // Validate output |
| 299 | validate(Accessor(_target), _reference); |
| 300 | } |
| 301 | |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 302 | FIXTURE_DATA_TEST_CASE(RunLarge, NEArithmeticSubtractionFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 303 | DataType::F32)), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 304 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 305 | OutOfPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 306 | { |
| 307 | // Validate output |
| 308 | validate(Accessor(_target), _reference); |
| 309 | } |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 310 | |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 311 | template <typename T> |
| 312 | using NEArithmeticSubtractionBroadcastFixture = ArithmeticSubtractionBroadcastValidationFixture<Tensor, Accessor, NEArithmeticSubtraction, T>; |
| 313 | |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 314 | FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEArithmeticSubtractionBroadcastFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapesBroadcast(), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 315 | framework::dataset::make("DataType", DataType::F32)), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 316 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 317 | OutOfPlaceDataSet)) |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 318 | { |
| 319 | // Validate output |
| 320 | validate(Accessor(_target), _reference); |
| 321 | } |
| 322 | |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 323 | FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, NEArithmeticSubtractionBroadcastFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapesBroadcast(), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 324 | framework::dataset::make("DataType", DataType::F32)), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 325 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 326 | OutOfPlaceDataSet)) |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 327 | { |
| 328 | // Validate output |
| 329 | validate(Accessor(_target), _reference); |
| 330 | } |
| 331 | TEST_SUITE_END() // F32 |
| 332 | TEST_SUITE_END() // Float |
| 333 | |
| 334 | TEST_SUITE_END() // ArithmeticSubtraction |
Sheri Zhang | ac6499a | 2021-02-10 15:32:38 +0000 | [diff] [blame] | 335 | TEST_SUITE_END() // Neon |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 336 | } // namespace validation |
| 337 | } // namespace test |
| 338 | } // namespace arm_compute |