Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 1 | /* |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [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, |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [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/CL/CLTensor.h" |
| 26 | #include "arm_compute/runtime/CL/CLTensorAllocator.h" |
giuros01 | 164a272 | 2018-11-20 18:34:46 +0000 | [diff] [blame] | 27 | #include "arm_compute/runtime/CL/functions/CLElementwiseOperations.h" |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 28 | #include "tests/CL/CLAccessor.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 | { |
| 46 | /** Input data sets **/ |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 47 | const auto EmptyActivationFunctionsDataset = framework::dataset::make("ActivationInfo", |
| 48 | { ActivationLayerInfo() }); |
| 49 | const auto ActivationFunctionsDataset = framework::dataset::make("ActivationInfo", |
| 50 | { |
| 51 | ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 0.75f, 0.25f), |
| 52 | ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC, 0.75f, 0.25f) |
| 53 | }); |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 54 | const auto InPlaceDataSet = framework::dataset::make("InPlace", { false, true }); |
| 55 | const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false }); |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 56 | } // namespace |
| 57 | |
| 58 | TEST_SUITE(CL) |
| 59 | TEST_SUITE(ArithmeticSubtraction) |
| 60 | |
Georgios Pinitas | f9d3a0a | 2017-11-03 19:01:44 +0000 | [diff] [blame] | 61 | // *INDENT-OFF* |
| 62 | // clang-format off |
| 63 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 64 | framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
giuros01 | 164a272 | 2018-11-20 18:34:46 +0000 | [diff] [blame] | 65 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Invalid data type combination |
| 66 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Mismatching shapes |
| 67 | }), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 68 | framework::dataset::make("Input2Info",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
giuros01 | 164a272 | 2018-11-20 18:34:46 +0000 | [diff] [blame] | 69 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), |
| 70 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
| 71 | })), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 72 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
giuros01 | 164a272 | 2018-11-20 18:34:46 +0000 | [diff] [blame] | 73 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 74 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
| 75 | })), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 76 | framework::dataset::make("Expected", { true, false, false})), |
giuros01 | 164a272 | 2018-11-20 18:34:46 +0000 | [diff] [blame] | 77 | input1_info, input2_info, output_info, expected) |
Georgios Pinitas | f9d3a0a | 2017-11-03 19:01:44 +0000 | [diff] [blame] | 78 | { |
Giorgio Arena | 7062382 | 2017-11-27 15:50:10 +0000 | [diff] [blame] | 79 | ARM_COMPUTE_EXPECT(bool(CLArithmeticSubtraction::validate(&input1_info.clone()->set_is_resizable(false), &input2_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), ConvertPolicy::WRAP)) == expected, framework::LogLevel::ERRORS); |
Georgios Pinitas | f9d3a0a | 2017-11-03 19:01:44 +0000 | [diff] [blame] | 80 | } |
| 81 | // clang-format on |
| 82 | // *INDENT-ON* |
| 83 | |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 84 | TEST_SUITE(InPlaceValidate) |
| 85 | TEST_CASE(SingleTensor, framework::DatasetMode::ALL) |
| 86 | { |
| 87 | const auto random_shape = TensorShape{ 9, 9 }; |
| 88 | const auto single_tensor_info = TensorInfo{ random_shape, 1, DataType::F32 }; |
| 89 | |
| 90 | Status result = CLArithmeticSubtraction::validate(&single_tensor_info, &single_tensor_info, &single_tensor_info, ConvertPolicy::WRAP); |
| 91 | ARM_COMPUTE_EXPECT(bool(result) == true, framework::LogLevel::ERRORS); |
| 92 | } |
| 93 | |
| 94 | TEST_CASE(ValidBroadCast, framework::DatasetMode::ALL) |
| 95 | { |
| 96 | const auto larger_shape = TensorShape{ 27U, 13U, 2U }; |
| 97 | const auto smaller_shape = TensorShape{ 1U, 13U, 2U }; |
| 98 | |
| 99 | const auto larger_tensor_info = TensorInfo{ larger_shape, 1, DataType::F32 }; |
| 100 | const auto smaller_tensor_info = TensorInfo{ smaller_shape, 1, DataType::F32 }; |
| 101 | |
| 102 | Status result = CLArithmeticSubtraction::validate(&larger_tensor_info, &smaller_tensor_info, &larger_tensor_info, ConvertPolicy::WRAP); |
| 103 | ARM_COMPUTE_EXPECT(bool(result) == true, framework::LogLevel::ERRORS); |
| 104 | } |
| 105 | |
| 106 | TEST_CASE(InvalidBroadcastOutput, framework::DatasetMode::ALL) |
| 107 | { |
| 108 | const auto larger_shape = TensorShape{ 27U, 13U, 2U }; |
| 109 | const auto smaller_shape = TensorShape{ 1U, 13U, 2U }; |
| 110 | |
| 111 | const auto larger_tensor_info = TensorInfo{ larger_shape, 1, DataType::F32 }; |
| 112 | const auto smaller_tensor_info = TensorInfo{ smaller_shape, 1, DataType::F32 }; |
| 113 | |
| 114 | Status result = CLArithmeticSubtraction::validate(&larger_tensor_info, &smaller_tensor_info, &smaller_tensor_info, ConvertPolicy::WRAP); |
| 115 | ARM_COMPUTE_EXPECT(bool(result) == false, framework::LogLevel::ERRORS); |
| 116 | } |
| 117 | |
| 118 | TEST_CASE(InvalidBroadcastBoth, framework::DatasetMode::ALL) |
| 119 | { |
| 120 | const auto shape0 = TensorShape{ 9U, 9U }; |
| 121 | const auto shape1 = TensorShape{ 9U, 1U, 2U }; |
| 122 | |
| 123 | const auto info0 = TensorInfo{ shape0, 1, DataType::F32 }; |
| 124 | const auto info1 = TensorInfo{ shape1, 1, DataType::F32 }; |
| 125 | |
| 126 | Status result{}; |
| 127 | |
| 128 | result = CLArithmeticSubtraction::validate(&info0, &info1, &info0, ConvertPolicy::WRAP); |
| 129 | ARM_COMPUTE_EXPECT(bool(result) == false, framework::LogLevel::ERRORS); |
| 130 | |
| 131 | result = CLArithmeticSubtraction::validate(&info0, &info1, &info1, ConvertPolicy::WRAP); |
| 132 | ARM_COMPUTE_EXPECT(bool(result) == false, framework::LogLevel::ERRORS); |
| 133 | } |
| 134 | TEST_SUITE_END() // InPlaceValidate |
| 135 | |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 136 | template <typename T> |
| 137 | using CLArithmeticSubtractionFixture = ArithmeticSubtractionValidationFixture<CLTensor, CLAccessor, CLArithmeticSubtraction, T>; |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 138 | |
Michele Di Giorgio | 6997fc9 | 2019-06-18 10:23:22 +0100 | [diff] [blame] | 139 | TEST_SUITE(Integer) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 140 | TEST_SUITE(U8) |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 141 | FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticSubtractionFixture<uint8_t>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 142 | DataType::U8)), |
Michalis Spyrou | d175ece | 2020-07-30 23:39:32 +0100 | [diff] [blame] | 143 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 144 | OutOfPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 145 | { |
| 146 | // Validate output |
| 147 | validate(CLAccessor(_target), _reference); |
| 148 | } |
Michele Di Giorgio | 6997fc9 | 2019-06-18 10:23:22 +0100 | [diff] [blame] | 149 | TEST_SUITE_END() // U8 |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 150 | |
| 151 | TEST_SUITE(S16) |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 152 | FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticSubtractionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 153 | DataType::S16)), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 154 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 155 | OutOfPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 156 | { |
| 157 | // Validate output |
| 158 | validate(CLAccessor(_target), _reference); |
| 159 | } |
| 160 | |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 161 | FIXTURE_DATA_TEST_CASE(RunLarge, CLArithmeticSubtractionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 162 | DataType::S16)), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 163 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 164 | OutOfPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 165 | { |
| 166 | // Validate output |
| 167 | validate(CLAccessor(_target), _reference); |
| 168 | } |
Michele Di Giorgio | 6997fc9 | 2019-06-18 10:23:22 +0100 | [diff] [blame] | 169 | TEST_SUITE_END() // S16 |
| 170 | TEST_SUITE_END() // Integer |
| 171 | |
| 172 | template <typename T> |
| 173 | using CLArithmeticSubtractionQuantizedFixture = ArithmeticSubtractionValidationQuantizedFixture<CLTensor, CLAccessor, CLArithmeticSubtraction, T>; |
| 174 | |
| 175 | TEST_SUITE(Quantized) |
| 176 | TEST_SUITE(QASYMM8) |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 177 | FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticSubtractionQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 178 | framework::dataset::make("DataType", DataType::QASYMM8)), |
Michele Di Giorgio | 6997fc9 | 2019-06-18 10:23:22 +0100 | [diff] [blame] | 179 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 180 | framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })), |
| 181 | framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 182 | framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 183 | OutOfPlaceDataSet)) |
| 184 | { |
| 185 | // Validate output |
| 186 | validate(CLAccessor(_target), _reference); |
| 187 | } |
| 188 | FIXTURE_DATA_TEST_CASE(RunTinyInPlace, CLArithmeticSubtractionQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(datasets::TinyShapes(), |
| 189 | framework::dataset::make("DataType", DataType::QASYMM8)), |
| 190 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 191 | framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })), |
| 192 | framework::dataset::make("Src1QInfo", { QuantizationInfo(5.f / 255.f, 20) })), |
| 193 | framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 255.f, 20) })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 194 | InPlaceDataSet)) |
Michele Di Giorgio | 6997fc9 | 2019-06-18 10:23:22 +0100 | [diff] [blame] | 195 | { |
| 196 | // Validate output |
| 197 | validate(CLAccessor(_target), _reference); |
| 198 | } |
| 199 | TEST_SUITE_END() // QASYMM8 |
Kurtis Charnock | ec0c412 | 2019-12-05 14:13:46 +0000 | [diff] [blame] | 200 | TEST_SUITE(QASYMM8_SIGNED) |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 201 | FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticSubtractionQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 202 | framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), |
Kurtis Charnock | ec0c412 | 2019-12-05 14:13:46 +0000 | [diff] [blame] | 203 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 204 | framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 10) })), |
| 205 | framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 206 | framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 207 | OutOfPlaceDataSet)) |
Kurtis Charnock | ec0c412 | 2019-12-05 14:13:46 +0000 | [diff] [blame] | 208 | { |
| 209 | // Validate output |
| 210 | validate(CLAccessor(_target), _reference); |
| 211 | } |
| 212 | TEST_SUITE_END() // QASYMM8_SIGNED |
Michele Di Giorgio | 6997fc9 | 2019-06-18 10:23:22 +0100 | [diff] [blame] | 213 | TEST_SUITE(QSYMM16) |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 214 | FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticSubtractionQuantizedFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 215 | framework::dataset::make("DataType", DataType::QSYMM16)), |
Michele Di Giorgio | 6997fc9 | 2019-06-18 10:23:22 +0100 | [diff] [blame] | 216 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), |
| 217 | framework::dataset::make("Src0QInfo", { QuantizationInfo(1.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })), |
| 218 | framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 219 | framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 0) })), |
| 220 | OutOfPlaceDataSet)) |
Michele Di Giorgio | 6997fc9 | 2019-06-18 10:23:22 +0100 | [diff] [blame] | 221 | { |
| 222 | // Validate output |
| 223 | validate(CLAccessor(_target), _reference); |
| 224 | } |
| 225 | TEST_SUITE_END() // QSYMM16 |
| 226 | TEST_SUITE_END() // Quantized |
Isabella Gottardi | b5908c2 | 2017-10-30 15:28:13 +0000 | [diff] [blame] | 227 | |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 228 | template <typename T> |
| 229 | using CLArithmeticSubtractionFloatFixture = ArithmeticSubtractionValidationFloatFixture<CLTensor, CLAccessor, CLArithmeticSubtraction, T>; |
| 230 | |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 231 | TEST_SUITE(Float) |
| 232 | TEST_SUITE(FP16) |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 233 | FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticSubtractionFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 234 | DataType::F16)), |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 235 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 236 | EmptyActivationFunctionsDataset), |
| 237 | OutOfPlaceDataSet)) |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 238 | { |
| 239 | // Validate output |
| 240 | validate(CLAccessor(_target), _reference); |
| 241 | } |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 242 | FIXTURE_DATA_TEST_CASE(RunWithActivation, CLArithmeticSubtractionFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::TinyShapes(), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 243 | framework::dataset::make("DataType", DataType::F16)), |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 244 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 245 | ActivationFunctionsDataset), |
| 246 | InPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 247 | { |
| 248 | // Validate output |
| 249 | validate(CLAccessor(_target), _reference); |
| 250 | } |
Michele Di Giorgio | 6997fc9 | 2019-06-18 10:23:22 +0100 | [diff] [blame] | 251 | TEST_SUITE_END() // FP16 |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 252 | |
| 253 | TEST_SUITE(FP32) |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 254 | FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticSubtractionFloatFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 255 | framework::dataset::make("DataType", DataType::F32)), |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 256 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 257 | EmptyActivationFunctionsDataset), |
| 258 | OutOfPlaceDataSet)) |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 259 | { |
| 260 | // Validate output |
| 261 | validate(CLAccessor(_target), _reference); |
| 262 | } |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 263 | FIXTURE_DATA_TEST_CASE(RunWithActivation, CLArithmeticSubtractionFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::TinyShapes(), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 264 | framework::dataset::make("DataType", DataType::F32)), |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 265 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 266 | ActivationFunctionsDataset), |
| 267 | InPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 268 | { |
| 269 | // Validate output |
| 270 | validate(CLAccessor(_target), _reference); |
| 271 | } |
| 272 | |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 273 | FIXTURE_DATA_TEST_CASE(RunLarge, CLArithmeticSubtractionFloatFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 274 | framework::dataset::make("DataType", DataType::F32)), |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 275 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 276 | EmptyActivationFunctionsDataset), |
| 277 | OutOfPlaceDataSet)) |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 278 | { |
| 279 | // Validate output |
| 280 | validate(CLAccessor(_target), _reference); |
| 281 | } |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 282 | |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 283 | template <typename T> |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 284 | using CLArithmeticSubtractionBroadcastFloatFixture = ArithmeticSubtractionBroadcastValidationFloatFixture<CLTensor, CLAccessor, CLArithmeticSubtraction, T>; |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 285 | |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 286 | FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLArithmeticSubtractionBroadcastFloatFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapesBroadcast(), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 287 | framework::dataset::make("DataType", DataType::F32)), |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 288 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 289 | EmptyActivationFunctionsDataset), |
| 290 | OutOfPlaceDataSet)) |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 291 | { |
| 292 | // Validate output |
| 293 | validate(CLAccessor(_target), _reference); |
| 294 | } |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 295 | FIXTURE_DATA_TEST_CASE(RunTinyBroadcastInplace, CLArithmeticSubtractionBroadcastFloatFixture<float>, framework::DatasetMode::PRECOMMIT, |
| 296 | combine(combine(combine(combine(datasets::TinyShapesBroadcastInplace(), |
| 297 | framework::dataset::make("DataType", DataType::F32)), |
| 298 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 299 | EmptyActivationFunctionsDataset), |
| 300 | InPlaceDataSet)) |
| 301 | { |
| 302 | // Validate output |
| 303 | validate(CLAccessor(_target), _reference); |
| 304 | } |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 305 | FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLArithmeticSubtractionBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::TinyShapesBroadcast(), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 306 | framework::dataset::make("DataType", DataType::F32)), |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 307 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 308 | ActivationFunctionsDataset), |
| 309 | OutOfPlaceDataSet)) |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 310 | { |
| 311 | // Validate output |
| 312 | validate(CLAccessor(_target), _reference); |
| 313 | } |
| 314 | |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 315 | FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, CLArithmeticSubtractionBroadcastFloatFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapesBroadcast(), |
Georgios Pinitas | da81675 | 2021-07-02 09:22:14 +0100 | [diff] [blame] | 316 | framework::dataset::make("DataType", DataType::F32)), |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 317 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
Georgios Pinitas | b2842be | 2020-06-22 21:27:14 +0100 | [diff] [blame] | 318 | EmptyActivationFunctionsDataset), |
| 319 | OutOfPlaceDataSet)) |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 320 | { |
| 321 | // Validate output |
| 322 | validate(CLAccessor(_target), _reference); |
| 323 | } |
Michele Di Giorgio | 6997fc9 | 2019-06-18 10:23:22 +0100 | [diff] [blame] | 324 | TEST_SUITE_END() // FP32 |
| 325 | TEST_SUITE_END() // Float |
Georgios Pinitas | cbf39c6 | 2018-09-10 15:07:45 +0100 | [diff] [blame] | 326 | |
Michele Di Giorgio | 6997fc9 | 2019-06-18 10:23:22 +0100 | [diff] [blame] | 327 | TEST_SUITE_END() // ArithmeticSubtraction |
| 328 | TEST_SUITE_END() // CL |
Sanghoon Lee | 72898fe | 2017-09-01 11:42:16 +0100 | [diff] [blame] | 329 | } // namespace validation |
| 330 | } // namespace test |
giuros01 | 164a272 | 2018-11-20 18:34:46 +0000 | [diff] [blame] | 331 | } // namespace arm_compute |