giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 1 | /* |
Sheri Zhang | ac6499a | 2021-02-10 15:32:38 +0000 | [diff] [blame] | 2 | * Copyright (c) 2018-2021 Arm Limited. |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [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 |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #include "arm_compute/core/Types.h" |
| 25 | #include "arm_compute/runtime/NEON/functions/NEElementwiseOperations.h" |
| 26 | #include "arm_compute/runtime/Tensor.h" |
| 27 | #include "arm_compute/runtime/TensorAllocator.h" |
| 28 | #include "tests/NEON/Accessor.h" |
| 29 | #include "tests/datasets/ShapeDatasets.h" |
| 30 | #include "tests/framework/Asserts.h" |
| 31 | #include "tests/framework/Macros.h" |
| 32 | #include "tests/framework/datasets/Datasets.h" |
| 33 | #include "tests/validation/Validation.h" |
| 34 | #include "tests/validation/fixtures/ElementwiseOperationsFixture.h" |
| 35 | |
| 36 | namespace arm_compute |
| 37 | { |
| 38 | namespace test |
| 39 | { |
| 40 | namespace validation |
| 41 | { |
| 42 | namespace |
| 43 | { |
Michele Di Giorgio | bc0e1c9 | 2020-04-29 17:25:20 +0100 | [diff] [blame] | 44 | constexpr RelativeTolerance<float> tolerance_fp32(0.000001f); |
| 45 | constexpr AbsoluteTolerance<int8_t> tolerance_qasymm8_signed(1); |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 46 | /** Input data sets **/ |
| 47 | const auto ElementwiseMaxQASYMM8Dataset = combine(combine(framework::dataset::make("DataType", DataType::QASYMM8), framework::dataset::make("DataType", DataType::QASYMM8)), |
| 48 | framework::dataset::make("DataType", |
| 49 | DataType::QASYMM8)); |
morgolock | a359805 | 2019-12-31 12:20:47 +0000 | [diff] [blame] | 50 | const auto ElementwiseMaxQASYMM8SignedDataset = combine(combine(framework::dataset::make("DataType", DataType::QASYMM8_SIGNED), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), |
| 51 | framework::dataset::make("DataType", |
| 52 | DataType::QASYMM8_SIGNED)); |
| 53 | |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 54 | /** Input data sets **/ |
| 55 | const auto ElementwiseMaxS32Dataset = combine(combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::S32)), framework::dataset::make("DataType", |
| 56 | DataType::S32)); |
| 57 | const auto ElementwiseMaxS16Dataset = combine(combine(framework::dataset::make("DataType", { DataType::S16 }), framework::dataset::make("DataType", DataType::S16)), |
| 58 | framework::dataset::make("DataType", DataType::S16)); |
| 59 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 60 | const auto ElementwiseMaxFP16Dataset = combine(combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::F16)), |
| 61 | framework::dataset::make("DataType", DataType::F16)); |
| 62 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
| 63 | const auto ElementwiseMaxFP32Dataset = combine(combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F32)), |
| 64 | framework::dataset::make("DataType", DataType::F32)); |
| 65 | } // namespace |
| 66 | |
| 67 | TEST_SUITE(NEON) |
| 68 | TEST_SUITE(ElementwiseMax) |
| 69 | |
| 70 | template <typename T> |
| 71 | using NEElementwiseMaxFixture = ElementwiseMaxValidationFixture<Tensor, Accessor, NEElementwiseMax, T>; |
| 72 | |
| 73 | // *INDENT-OFF* |
| 74 | // clang-format off |
| 75 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( |
| 76 | framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| 77 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32), |
| 78 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::S32), |
morgolock | a359805 | 2019-12-31 12:20:47 +0000 | [diff] [blame] | 79 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32), // Invalid data type combination |
| 80 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Mismatching shapes |
| 81 | TensorInfo(TensorShape(8U, 8U, 3U), 1, DataType::QASYMM8_SIGNED), // OK |
| 82 | TensorInfo(TensorShape(8U, 8U, 3U), 1, DataType::QASYMM8_SIGNED), // Mismatching data types |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 83 | }), |
| 84 | framework::dataset::make("Input2Info",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| 85 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32), |
| 86 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::S32), |
| 87 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), |
| 88 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
morgolock | a359805 | 2019-12-31 12:20:47 +0000 | [diff] [blame] | 89 | TensorInfo(TensorShape(8U, 8U, 3U), 1, DataType::QASYMM8_SIGNED), |
| 90 | TensorInfo(TensorShape(8U, 8U, 3U), 1, DataType::QASYMM8), |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 91 | })), |
| 92 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| 93 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32), |
| 94 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::S32), |
| 95 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32), |
| 96 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
morgolock | a359805 | 2019-12-31 12:20:47 +0000 | [diff] [blame] | 97 | TensorInfo(TensorShape(8U, 8U, 3U), 1, DataType::QASYMM8_SIGNED), |
| 98 | TensorInfo(TensorShape(8U, 8U, 3U), 1, DataType::QASYMM8_SIGNED), |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 99 | })), |
morgolock | a359805 | 2019-12-31 12:20:47 +0000 | [diff] [blame] | 100 | |
Michele Di Giorgio | bc0e1c9 | 2020-04-29 17:25:20 +0100 | [diff] [blame] | 101 | framework::dataset::make("Expected", { true, true, true, false, false, true, false, false })), |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 102 | input1_info, input2_info, output_info, expected) |
| 103 | { |
morgolock | a359805 | 2019-12-31 12:20:47 +0000 | [diff] [blame] | 104 | ARM_COMPUTE_EXPECT(bool(NEElementwiseMax::validate( |
| 105 | &input1_info.clone()->set_is_resizable(false), |
| 106 | &input2_info.clone()->set_is_resizable(false), |
| 107 | &output_info.clone()->set_is_resizable(false)) |
| 108 | ) == expected, framework::LogLevel::ERRORS); |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 109 | } |
| 110 | // clang-format on |
| 111 | // *INDENT-ON* |
| 112 | |
| 113 | TEST_SUITE(S32) |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 114 | FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), ElementwiseMaxS32Dataset)) |
| 115 | { |
| 116 | // Validate output |
| 117 | validate(Accessor(_target), _reference); |
| 118 | } |
| 119 | TEST_SUITE_END() // S32 |
| 120 | |
| 121 | TEST_SUITE(S16) |
Michalis Spyrou | 5ce99a2 | 2019-01-25 14:17:49 +0000 | [diff] [blame] | 122 | FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<int16_t>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseMaxS16Dataset)) |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 123 | { |
| 124 | // Validate output |
| 125 | validate(Accessor(_target), _reference); |
| 126 | } |
| 127 | TEST_SUITE_END() // S16 |
| 128 | |
| 129 | template <typename T> |
| 130 | using NEElementwiseMaxQuantizedFixture = ElementwiseMaxValidationQuantizedFixture<Tensor, Accessor, NEElementwiseMax, T>; |
| 131 | |
| 132 | TEST_SUITE(Quantized) |
| 133 | TEST_SUITE(QASYMM8) |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 134 | FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| 135 | ElementwiseMaxQASYMM8Dataset), |
| 136 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })), |
| 137 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 10) })), |
| 138 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) }))) |
| 139 | { |
| 140 | // Validate output |
| 141 | validate(Accessor(_target), _reference, tolerance_fp32, 0.01); |
| 142 | } |
| 143 | |
| 144 | template <typename T> |
| 145 | using NEElementwiseMaxQuantizedBroadcastFixture = ElementwiseMaxQuantizedBroadcastValidationFixture<Tensor, Accessor, NEElementwiseMax, T>; |
| 146 | |
| 147 | FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseMaxQuantizedBroadcastFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapesBroadcast(), |
| 148 | ElementwiseMaxQASYMM8Dataset), |
| 149 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })), |
| 150 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 10) })), |
| 151 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) }))) |
| 152 | { |
| 153 | // Validate output |
| 154 | validate(Accessor(_target), _reference); |
| 155 | } |
| 156 | TEST_SUITE_END() |
morgolock | a359805 | 2019-12-31 12:20:47 +0000 | [diff] [blame] | 157 | |
| 158 | TEST_SUITE(QASYMM8_SIGNED) |
| 159 | FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| 160 | ElementwiseMaxQASYMM8SignedDataset), |
Michele Di Giorgio | bc0e1c9 | 2020-04-29 17:25:20 +0100 | [diff] [blame] | 161 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(10.f, 20) })), |
| 162 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f, 0) })), |
| 163 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f, -27) }))) |
morgolock | a359805 | 2019-12-31 12:20:47 +0000 | [diff] [blame] | 164 | { |
| 165 | // Validate output |
Michele Di Giorgio | bc0e1c9 | 2020-04-29 17:25:20 +0100 | [diff] [blame] | 166 | validate(Accessor(_target), _reference, tolerance_qasymm8_signed); |
morgolock | a359805 | 2019-12-31 12:20:47 +0000 | [diff] [blame] | 167 | } |
| 168 | |
| 169 | TEST_SUITE_END() |
| 170 | |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 171 | TEST_SUITE_END() |
| 172 | |
| 173 | TEST_SUITE(Float) |
| 174 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 175 | TEST_SUITE(F16) |
| 176 | FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<half>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseMaxFP16Dataset)) |
| 177 | { |
| 178 | // Validate output |
| 179 | validate(Accessor(_target), _reference); |
| 180 | } |
| 181 | TEST_SUITE_END() // F16 |
| 182 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
| 183 | |
| 184 | TEST_SUITE(F32) |
Michalis Spyrou | 5ce99a2 | 2019-01-25 14:17:49 +0000 | [diff] [blame] | 185 | FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseMaxFP32Dataset)) |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 186 | { |
| 187 | // Validate output |
| 188 | validate(Accessor(_target), _reference); |
| 189 | } |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 190 | template <typename T> |
| 191 | using NEElementwiseMaxBroadcastFixture = ElementwiseMaxBroadcastValidationFixture<Tensor, Accessor, NEElementwiseMax, T>; |
| 192 | |
Michalis Spyrou | 5ce99a2 | 2019-01-25 14:17:49 +0000 | [diff] [blame] | 193 | FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseMaxBroadcastFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapesBroadcast(), |
| 194 | ElementwiseMaxFP32Dataset)) |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 195 | { |
| 196 | // Validate output |
| 197 | validate(Accessor(_target), _reference); |
| 198 | } |
| 199 | TEST_SUITE_END() // F32 |
| 200 | TEST_SUITE_END() // Float |
| 201 | |
| 202 | TEST_SUITE_END() // ElementwiseMax |
Sheri Zhang | ac6499a | 2021-02-10 15:32:38 +0000 | [diff] [blame] | 203 | TEST_SUITE_END() // Neon |
giuros01 | 92fd943 | 2018-12-03 17:30:00 +0000 | [diff] [blame] | 204 | } // namespace validation |
| 205 | } // namespace test |
| 206 | } // namespace arm_compute |