Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 1 | /* |
Michele Di Giorgio | d9eaf61 | 2020-07-08 11:12:57 +0100 | [diff] [blame] | 2 | * Copyright (c) 2017-2020 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 | |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 53 | /** Input data sets **/ |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 54 | const auto ArithmeticSubtractionQASYMM8Dataset = combine(combine(framework::dataset::make("DataType", DataType::QASYMM8), |
| 55 | framework::dataset::make("DataType", DataType::QASYMM8)), |
| 56 | framework::dataset::make("DataType", DataType::QASYMM8)); |
| 57 | |
Michalis Spyrou | 6f58b37 | 2019-12-04 12:00:36 +0000 | [diff] [blame] | 58 | const auto ArithmeticSubtractionQASYMM8SIGNEDDataset = combine(combine(framework::dataset::make("DataType", DataType::QASYMM8_SIGNED), |
| 59 | framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), |
| 60 | framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)); |
| 61 | |
Michele Di Giorgio | 9f2403f | 2020-03-27 10:23:44 +0000 | [diff] [blame] | 62 | const auto ArithmeticSubtractionQSYMM16Dataset = combine(combine(framework::dataset::make("DataType", DataType::QSYMM16), |
| 63 | framework::dataset::make("DataType", DataType::QSYMM16)), |
| 64 | framework::dataset::make("DataType", DataType::QSYMM16)); |
| 65 | |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 66 | const auto ArithmeticSubtractionU8Dataset = combine(combine(framework::dataset::make("DataType", DataType::U8), |
| 67 | framework::dataset::make("DataType", DataType::U8)), |
| 68 | framework::dataset::make("DataType", DataType::U8)); |
| 69 | |
| 70 | const auto ArithmeticSubtractionS16Dataset = combine(combine(framework::dataset::make("DataType", { DataType::U8, DataType::S16 }), |
| 71 | framework::dataset::make("DataType", DataType::S16)), |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 72 | framework::dataset::make("DataType", DataType::S16)); |
SiCong Li | 903f8cc | 2020-08-27 10:17:10 +0100 | [diff] [blame] | 73 | |
| 74 | const auto ArithmeticSubtractionS32Dataset = combine(combine(framework::dataset::make("DataType", DataType::S32), |
| 75 | framework::dataset::make("DataType", DataType::S32)), |
| 76 | framework::dataset::make("DataType", DataType::S32)); |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 77 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 78 | const auto ArithmeticSubtractionFP16Dataset = combine(combine(framework::dataset::make("DataType", DataType::F16), |
| 79 | framework::dataset::make("DataType", DataType::F16)), |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 80 | framework::dataset::make("DataType", DataType::F16)); |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 81 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 82 | const auto ArithmeticSubtractionFP32Dataset = combine(combine(framework::dataset::make("DataType", DataType::F32), |
| 83 | framework::dataset::make("DataType", DataType::F32)), |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 84 | framework::dataset::make("DataType", DataType::F32)); |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 85 | |
| 86 | const auto ArithmeticSubtractionQuantizationInfoDataset = combine(combine(framework::dataset::make("QuantizationInfoIn1", { QuantizationInfo(10, 120) }), |
| 87 | framework::dataset::make("QuantizationInfoIn2", { QuantizationInfo(20, 110) })), |
| 88 | framework::dataset::make("QuantizationInfoOut", { QuantizationInfo(15, 125) })); |
Michalis Spyrou | 6f58b37 | 2019-12-04 12:00:36 +0000 | [diff] [blame] | 89 | const auto ArithmeticSubtractionQuantizationInfoSignedDataset = combine(combine(framework::dataset::make("QuantizationInfoIn1", { QuantizationInfo(0.5f, 10) }), |
| 90 | framework::dataset::make("QuantizationInfoIn2", { QuantizationInfo(0.5f, 20) })), |
| 91 | framework::dataset::make("QuantizationInfoOut", { QuantizationInfo(0.5f, 50) })); |
Michele Di Giorgio | 9f2403f | 2020-03-27 10:23:44 +0000 | [diff] [blame] | 92 | const auto ArithmeticSubtractionQuantizationInfoSymmetric = combine(combine(framework::dataset::make("QuantizationInfoIn1", { QuantizationInfo(0.3f, 0) }), |
| 93 | framework::dataset::make("QuantizationInfoIn2", { QuantizationInfo(0.7f, 0) })), |
| 94 | framework::dataset::make("QuantizationInfoOut", { QuantizationInfo(0.2f, 0) })); |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 95 | const auto InPlaceDataSet = framework::dataset::make("InPlace", { false, true }); |
| 96 | const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false }); |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 97 | } // namespace |
| 98 | |
| 99 | TEST_SUITE(NEON) |
| 100 | TEST_SUITE(ArithmeticSubtraction) |
| 101 | |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 102 | template <typename T> |
| 103 | using NEArithmeticSubtractionFixture = ArithmeticSubtractionValidationFixture<Tensor, Accessor, NEArithmeticSubtraction, T>; |
| 104 | |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 105 | // *INDENT-OFF* |
| 106 | // clang-format off |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 107 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 108 | framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 109 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 110 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Invalid data type combination |
| 111 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Mismatching shapes |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 112 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::QASYMM8), // Mismatching types |
| 113 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), // Invalid convert policy |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 114 | }), |
| 115 | framework::dataset::make("Input2Info",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 116 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 117 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), |
| 118 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 119 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
| 120 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 121 | })), |
| 122 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), |
| 123 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 124 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 125 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 126 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), |
SiCong Li | 903f8cc | 2020-08-27 10:17:10 +0100 | [diff] [blame] | 127 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 128 | })), |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 129 | framework::dataset::make("ConvertPolicy",{ ConvertPolicy::WRAP, |
| 130 | ConvertPolicy::SATURATE, |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 131 | ConvertPolicy::SATURATE, |
| 132 | ConvertPolicy::WRAP, |
| 133 | ConvertPolicy::WRAP, |
SiCong Li | 903f8cc | 2020-08-27 10:17:10 +0100 | [diff] [blame] | 134 | ConvertPolicy::WRAP, |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 135 | })), |
Michalis Spyrou | 5f39091 | 2020-05-13 00:12:08 +0100 | [diff] [blame] | 136 | framework::dataset::make("Expected", { true, true, false, false, false, false})), |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 137 | input1_info, input2_info, output_info, policy, expected) |
Ioan-Cristian Szabo | 397d58a | 2017-11-30 15:19:11 +0000 | [diff] [blame] | 138 | { |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 139 | 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] | 140 | } |
| 141 | // clang-format on |
| 142 | // *INDENT-ON* |
| 143 | |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 144 | TEST_SUITE(InPlaceValidate) |
| 145 | TEST_CASE(SingleTensor, framework::DatasetMode::ALL) |
| 146 | { |
| 147 | const auto random_shape = TensorShape{ 9, 9 }; |
| 148 | const auto single_tensor_info = TensorInfo{ random_shape, 1, DataType::F32 }; |
| 149 | |
| 150 | Status result = NEArithmeticSubtraction::validate(&single_tensor_info, &single_tensor_info, &single_tensor_info, ConvertPolicy::WRAP); |
| 151 | ARM_COMPUTE_EXPECT(bool(result) == true, framework::LogLevel::ERRORS); |
| 152 | } |
| 153 | |
| 154 | TEST_CASE(ValidBroadCast, framework::DatasetMode::ALL) |
| 155 | { |
| 156 | const auto larger_shape = TensorShape{ 27U, 13U, 2U }; |
| 157 | const auto smaller_shape = TensorShape{ 1U, 13U, 2U }; |
| 158 | |
| 159 | const auto larger_tensor_info = TensorInfo{ larger_shape, 1, DataType::F32 }; |
| 160 | const auto smaller_tensor_info = TensorInfo{ smaller_shape, 1, DataType::F32 }; |
| 161 | |
| 162 | Status result = NEArithmeticSubtraction::validate(&larger_tensor_info, &smaller_tensor_info, &larger_tensor_info, ConvertPolicy::WRAP); |
| 163 | ARM_COMPUTE_EXPECT(bool(result) == true, framework::LogLevel::ERRORS); |
| 164 | } |
| 165 | |
| 166 | TEST_CASE(InvalidBroadcastOutput, framework::DatasetMode::ALL) |
| 167 | { |
| 168 | const auto larger_shape = TensorShape{ 27U, 13U, 2U }; |
| 169 | const auto smaller_shape = TensorShape{ 1U, 13U, 2U }; |
| 170 | |
| 171 | const auto larger_tensor_info = TensorInfo{ larger_shape, 1, DataType::F32 }; |
| 172 | const auto smaller_tensor_info = TensorInfo{ smaller_shape, 1, DataType::F32 }; |
| 173 | |
| 174 | Status result = NEArithmeticSubtraction::validate(&larger_tensor_info, &smaller_tensor_info, &smaller_tensor_info, ConvertPolicy::WRAP); |
| 175 | ARM_COMPUTE_EXPECT(bool(result) == false, framework::LogLevel::ERRORS); |
| 176 | } |
| 177 | |
| 178 | TEST_CASE(InvalidBroadcastBoth, framework::DatasetMode::ALL) |
| 179 | { |
| 180 | const auto shape0 = TensorShape{ 9U, 9U }; |
| 181 | const auto shape1 = TensorShape{ 9U, 1U, 2U }; |
| 182 | |
| 183 | const auto info0 = TensorInfo{ shape0, 1, DataType::F32 }; |
| 184 | const auto info1 = TensorInfo{ shape1, 1, DataType::F32 }; |
| 185 | |
| 186 | Status result{}; |
| 187 | |
| 188 | result = NEArithmeticSubtraction::validate(&info0, &info1, &info0, ConvertPolicy::WRAP); |
| 189 | ARM_COMPUTE_EXPECT(bool(result) == false, framework::LogLevel::ERRORS); |
| 190 | |
| 191 | result = NEArithmeticSubtraction::validate(&info0, &info1, &info1, ConvertPolicy::WRAP); |
| 192 | ARM_COMPUTE_EXPECT(bool(result) == false, framework::LogLevel::ERRORS); |
| 193 | } |
| 194 | TEST_SUITE_END() // InPlaceValidate |
| 195 | |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 196 | TEST_SUITE(U8) |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 197 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticSubtractionFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), ArithmeticSubtractionU8Dataset), |
| 198 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 199 | OutOfPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 200 | { |
| 201 | // Validate output |
| 202 | validate(Accessor(_target), _reference); |
| 203 | } |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 204 | TEST_SUITE_END() // U8 |
Isabella Gottardi | b5908c2 | 2017-10-30 15:28:13 +0000 | [diff] [blame] | 205 | |
Michalis Spyrou | eae6584 | 2020-06-15 20:23:59 +0100 | [diff] [blame] | 206 | using NEArithmeticSubtractionQASYMM8Fixture = ArithmeticSubtractionValidationQuantizedFixture<Tensor, Accessor, NEArithmeticSubtraction, uint8_t>; |
| 207 | using NEArithmeticSubtractionQASYMM8SignedFixture = ArithmeticSubtractionValidationQuantizedFixture<Tensor, Accessor, NEArithmeticSubtraction, int8_t>; |
| 208 | using NEArithmeticSubtractionQASYMM8SignedBroadcastFixture = ArithmeticSubtractionValidationQuantizedBroadcastFixture<Tensor, Accessor, NEArithmeticSubtraction, int8_t>; |
| 209 | using NEArithmeticSubtractionQSYMM16Fixture = ArithmeticSubtractionValidationQuantizedFixture<Tensor, Accessor, NEArithmeticSubtraction, int16_t>; |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 210 | |
| 211 | TEST_SUITE(Quantized) |
| 212 | TEST_SUITE(QASYMM8) |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 213 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticSubtractionQASYMM8Fixture, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallShapes(), ArithmeticSubtractionQASYMM8Dataset), |
Michele Di Giorgio | 9f2403f | 2020-03-27 10:23:44 +0000 | [diff] [blame] | 214 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 215 | ArithmeticSubtractionQuantizationInfoDataset), |
| 216 | InPlaceDataSet)) |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 217 | { |
| 218 | // Validate output |
Manuel Bottini | 8d04fa0 | 2019-03-08 14:00:40 +0000 | [diff] [blame] | 219 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 220 | } |
| 221 | TEST_SUITE_END() // QASYMM8 |
Michalis Spyrou | 6f58b37 | 2019-12-04 12:00:36 +0000 | [diff] [blame] | 222 | |
| 223 | TEST_SUITE(QASYMM8_SIGNED) |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 224 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticSubtractionQASYMM8SignedFixture, framework::DatasetMode::ALL, combine(combine(combine(combine( |
Michele Di Giorgio | 9f2403f | 2020-03-27 10:23:44 +0000 | [diff] [blame] | 225 | datasets::SmallShapes(), |
| 226 | ArithmeticSubtractionQASYMM8SIGNEDDataset), |
| 227 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 228 | ArithmeticSubtractionQuantizationInfoSignedDataset), |
| 229 | InPlaceDataSet)) |
Michalis Spyrou | 6f58b37 | 2019-12-04 12:00:36 +0000 | [diff] [blame] | 230 | { |
| 231 | // Validate output |
| 232 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 233 | } |
Michalis Spyrou | eae6584 | 2020-06-15 20:23:59 +0100 | [diff] [blame] | 234 | |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 235 | 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] | 236 | datasets::SmallShapesBroadcast(), |
| 237 | ArithmeticSubtractionQASYMM8SIGNEDDataset), |
| 238 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 239 | ArithmeticSubtractionQuantizationInfoSignedDataset), |
| 240 | OutOfPlaceDataSet)) |
Michalis Spyrou | eae6584 | 2020-06-15 20:23:59 +0100 | [diff] [blame] | 241 | { |
| 242 | // Validate output |
| 243 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 244 | } |
Michalis Spyrou | 6f58b37 | 2019-12-04 12:00:36 +0000 | [diff] [blame] | 245 | TEST_SUITE_END() // QASYMM8_SIGNED |
Michele Di Giorgio | 9f2403f | 2020-03-27 10:23:44 +0000 | [diff] [blame] | 246 | |
| 247 | TEST_SUITE(QSYMM16) |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 248 | 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] | 249 | datasets::SmallShapes(), |
| 250 | ArithmeticSubtractionQSYMM16Dataset), |
| 251 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 252 | ArithmeticSubtractionQuantizationInfoSymmetric), |
| 253 | OutOfPlaceDataSet)) |
Michele Di Giorgio | 9f2403f | 2020-03-27 10:23:44 +0000 | [diff] [blame] | 254 | { |
| 255 | // Validate output |
| 256 | validate(Accessor(_target), _reference, tolerance_qsymm16); |
| 257 | } |
| 258 | TEST_SUITE_END() // QSYMM16 |
Manuel Bottini | 6a2b6e8 | 2019-02-25 13:50:11 +0000 | [diff] [blame] | 259 | TEST_SUITE_END() // Quantized |
| 260 | |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 261 | TEST_SUITE(S16) |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 262 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticSubtractionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), ArithmeticSubtractionS16Dataset), |
| 263 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 264 | OutOfPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 265 | { |
| 266 | // Validate output |
| 267 | validate(Accessor(_target), _reference); |
| 268 | } |
| 269 | |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 270 | FIXTURE_DATA_TEST_CASE(RunLarge, NEArithmeticSubtractionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), ArithmeticSubtractionS16Dataset), |
| 271 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 272 | OutOfPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 273 | { |
| 274 | // Validate output |
| 275 | validate(Accessor(_target), _reference); |
| 276 | } |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 277 | TEST_SUITE_END() // S16 |
Isabella Gottardi | b5908c2 | 2017-10-30 15:28:13 +0000 | [diff] [blame] | 278 | |
SiCong Li | 903f8cc | 2020-08-27 10:17:10 +0100 | [diff] [blame] | 279 | TEST_SUITE(S32) |
| 280 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticSubtractionFixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), ArithmeticSubtractionS32Dataset), |
| 281 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 282 | OutOfPlaceDataSet)) |
| 283 | { |
| 284 | // Validate output |
| 285 | validate(Accessor(_target), _reference); |
| 286 | } |
| 287 | |
| 288 | FIXTURE_DATA_TEST_CASE(RunLarge, NEArithmeticSubtractionFixture<int32_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), ArithmeticSubtractionS32Dataset), |
| 289 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 290 | OutOfPlaceDataSet)) |
| 291 | { |
| 292 | // Validate output |
| 293 | validate(Accessor(_target), _reference); |
| 294 | } |
| 295 | TEST_SUITE_END() // S32 |
| 296 | |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 297 | TEST_SUITE(Float) |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 298 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 299 | TEST_SUITE(F16) |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 300 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticSubtractionFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), ArithmeticSubtractionFP16Dataset), |
| 301 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 302 | OutOfPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 303 | { |
| 304 | // Validate output |
| 305 | validate(Accessor(_target), _reference); |
| 306 | } |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 307 | TEST_SUITE_END() // F16 |
| 308 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 309 | |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 310 | TEST_SUITE(F32) |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 311 | FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticSubtractionFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), ArithmeticSubtractionFP32Dataset), |
| 312 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 313 | InPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 314 | { |
| 315 | // Validate output |
| 316 | validate(Accessor(_target), _reference); |
| 317 | } |
| 318 | |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 319 | FIXTURE_DATA_TEST_CASE(RunLarge, NEArithmeticSubtractionFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), ArithmeticSubtractionFP32Dataset), |
| 320 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 321 | OutOfPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 322 | { |
| 323 | // Validate output |
| 324 | validate(Accessor(_target), _reference); |
| 325 | } |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 326 | |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 327 | template <typename T> |
| 328 | using NEArithmeticSubtractionBroadcastFixture = ArithmeticSubtractionBroadcastValidationFixture<Tensor, Accessor, NEArithmeticSubtraction, T>; |
| 329 | |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 330 | FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEArithmeticSubtractionBroadcastFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapesBroadcast(), |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 331 | ArithmeticSubtractionFP32Dataset), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 332 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 333 | OutOfPlaceDataSet)) |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 334 | { |
| 335 | // Validate output |
| 336 | validate(Accessor(_target), _reference); |
| 337 | } |
| 338 | |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 339 | FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, NEArithmeticSubtractionBroadcastFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapesBroadcast(), |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 340 | ArithmeticSubtractionFP32Dataset), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 341 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 342 | OutOfPlaceDataSet)) |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 343 | { |
| 344 | // Validate output |
| 345 | validate(Accessor(_target), _reference); |
| 346 | } |
| 347 | TEST_SUITE_END() // F32 |
| 348 | TEST_SUITE_END() // Float |
| 349 | |
| 350 | TEST_SUITE_END() // ArithmeticSubtraction |
| 351 | TEST_SUITE_END() // NEON |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 352 | } // namespace validation |
| 353 | } // namespace test |
| 354 | } // namespace arm_compute |