Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 1 | // |
Teresa Charlin | fbf0e5b | 2020-08-17 01:01:06 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "PadTestImpl.hpp" |
| 7 | |
Colm Donelan | c42a987 | 2022-02-02 16:35:09 +0000 | [diff] [blame] | 8 | #include <armnnUtils/QuantizeHelper.hpp> |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 9 | |
Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 10 | #include <armnnTestUtils/TensorCopyUtils.hpp> |
Colm Donelan | 0c47974 | 2021-12-10 12:43:54 +0000 | [diff] [blame] | 11 | #include <armnnTestUtils/WorkloadTestUtils.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 12 | |
Colm Donelan | c42a987 | 2022-02-02 16:35:09 +0000 | [diff] [blame] | 13 | #include <armnnTestUtils/TensorHelpers.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 14 | |
| 15 | // |
| 16 | // Implementation templates |
| 17 | // |
| 18 | |
| 19 | template<armnn::DataType ArmnnType, typename T> |
| 20 | LayerTestResult<T, 2> Pad2dTestCommon( |
| 21 | armnn::IWorkloadFactory& workloadFactory, |
| 22 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 23 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 24 | float qScale, |
| 25 | int32_t qOffset, |
| 26 | const float customPaddingValue) |
| 27 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 28 | IgnoreUnused(memoryManager); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 29 | const armnn::TensorShape inputShape{ 3, 3 }; |
| 30 | const armnn::TensorShape outputShape{ 7, 7 }; |
| 31 | |
| 32 | const armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType, qScale, qOffset); |
| 33 | const armnn::TensorInfo outputTensorInfo(outputShape, ArmnnType, qScale, qOffset); |
| 34 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 35 | std::vector<T> inputValues = armnnUtils::QuantizedVector<T>( |
| 36 | { |
| 37 | // Height (3) x Width (3) |
| 38 | 4, 8, 6, |
| 39 | 7, 4, 4, |
| 40 | 3, 2, 4 |
| 41 | }, |
| 42 | qScale, qOffset); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 43 | |
| 44 | auto p = customPaddingValue; |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 45 | std::vector<T> expectedOutputValues = armnnUtils::QuantizedVector<T>( |
| 46 | { |
| 47 | p, p, p, p, p, p, p, |
| 48 | p, p, p, p, p, p, p, |
| 49 | p, p, 4, 8, 6, p, p, |
| 50 | p, p, 7, 4, 4, p, p, |
| 51 | p, p, 3, 2, 4, p, p, |
| 52 | p, p, p, p, p, p, p, |
| 53 | p, p, p, p, p, p, p |
| 54 | }, |
| 55 | qScale, qOffset); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 56 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 57 | std::vector<T> actualOutput(outputTensorInfo.GetNumElements()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 58 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 59 | std::unique_ptr<armnn::ITensorHandle> inputHandle = tensorHandleFactory.CreateTensorHandle(inputTensorInfo); |
| 60 | std::unique_ptr<armnn::ITensorHandle> outputHandle = tensorHandleFactory.CreateTensorHandle(outputTensorInfo); |
| 61 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 62 | armnn::PadQueueDescriptor descriptor; |
| 63 | |
| 64 | std::vector<std::pair<unsigned int, unsigned int>> padList; |
| 65 | padList.push_back(std::pair<unsigned int, unsigned int>(2,2)); |
| 66 | padList.push_back(std::pair<unsigned int, unsigned int>(2,2)); |
| 67 | |
| 68 | descriptor.m_Parameters.m_PadList = padList; |
| 69 | descriptor.m_Parameters.m_PadValue = customPaddingValue; |
| 70 | armnn::WorkloadInfo info; |
| 71 | |
| 72 | AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get()); |
| 73 | AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get()); |
| 74 | |
Teresa Charlin | 611c7fb | 2022-01-07 09:47:29 +0000 | [diff] [blame] | 75 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateWorkload(armnn::LayerType::Pad, |
| 76 | descriptor, |
| 77 | info); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 78 | |
| 79 | inputHandle->Allocate(); |
| 80 | outputHandle->Allocate(); |
| 81 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 82 | CopyDataToITensorHandle(inputHandle.get(), inputValues.data()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 83 | |
| 84 | workload->PostAllocationConfigure(); |
| 85 | workload->Execute(); |
| 86 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 87 | CopyDataFromITensorHandle(actualOutput.data(), outputHandle.get()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 88 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 89 | return LayerTestResult<T, 2>(actualOutput, |
| 90 | expectedOutputValues, |
| 91 | outputHandle->GetShape(), |
| 92 | outputTensorInfo.GetShape()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 93 | } |
| 94 | |
| 95 | template<armnn::DataType ArmnnType, typename T> |
| 96 | LayerTestResult<T, 3> Pad3dTestCommon( |
| 97 | armnn::IWorkloadFactory& workloadFactory, |
| 98 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 99 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 100 | float qScale, |
| 101 | int32_t qOffset) |
| 102 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 103 | IgnoreUnused(memoryManager); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 104 | const armnn::TensorShape inputShape{ 2, 2, 2 }; |
| 105 | const armnn::TensorShape outputShape{ 3, 5, 6 }; |
| 106 | |
| 107 | const armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType, qScale, qOffset); |
| 108 | const armnn::TensorInfo outputTensorInfo(outputShape, ArmnnType, qScale, qOffset); |
| 109 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 110 | std::vector<T> inputValues = armnnUtils::QuantizedVector<T>( |
| 111 | { |
| 112 | // Channel 0, Height (2) x Width (2) |
| 113 | 0, 4, |
| 114 | 2, 5, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 115 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 116 | // Channel 1, Height (2) x Width (2) |
| 117 | 6, 1, |
| 118 | 5, 2 |
| 119 | }, |
| 120 | qScale, qOffset); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 121 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 122 | std::vector<T> expectedOutputValues = armnnUtils::QuantizedVector<T>( |
| 123 | { |
| 124 | 0, 0, 0, 0, 0, 0, |
| 125 | 0, 0, 0, 0, 0, 0, |
| 126 | 0, 0, 0, 4, 0, 0, |
| 127 | 0, 0, 2, 5, 0, 0, |
| 128 | 0, 0, 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 129 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 130 | 0, 0, 0, 0, 0, 0, |
| 131 | 0, 0, 0, 0, 0, 0, |
| 132 | 0, 0, 6, 1, 0, 0, |
| 133 | 0, 0, 5, 2, 0, 0, |
| 134 | 0, 0, 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 135 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 136 | 0, 0, 0, 0, 0, 0, |
| 137 | 0, 0, 0, 0, 0, 0, |
| 138 | 0, 0, 0, 0, 0, 0, |
| 139 | 0, 0, 0, 0, 0, 0, |
| 140 | 0, 0, 0, 0, 0, 0 |
| 141 | }, |
| 142 | qScale, qOffset); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 143 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 144 | std::vector<T> actualOutput(outputTensorInfo.GetNumElements()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 145 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 146 | std::unique_ptr<armnn::ITensorHandle> inputHandle = tensorHandleFactory.CreateTensorHandle(inputTensorInfo); |
| 147 | std::unique_ptr<armnn::ITensorHandle> outputHandle = tensorHandleFactory.CreateTensorHandle(outputTensorInfo); |
| 148 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 149 | armnn::PadQueueDescriptor descriptor; |
| 150 | |
| 151 | std::vector<std::pair<unsigned int, unsigned int>> PadList; |
| 152 | PadList.push_back(std::pair<unsigned int, unsigned int>(0,1)); |
| 153 | PadList.push_back(std::pair<unsigned int, unsigned int>(2,1)); |
| 154 | PadList.push_back(std::pair<unsigned int, unsigned int>(2,2)); |
| 155 | |
| 156 | descriptor.m_Parameters.m_PadList = PadList; |
| 157 | armnn::WorkloadInfo info; |
| 158 | |
| 159 | AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get()); |
| 160 | AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get()); |
| 161 | |
Teresa Charlin | 611c7fb | 2022-01-07 09:47:29 +0000 | [diff] [blame] | 162 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateWorkload(armnn::LayerType::Pad, |
| 163 | descriptor, |
| 164 | info); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 165 | |
| 166 | inputHandle->Allocate(); |
| 167 | outputHandle->Allocate(); |
| 168 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 169 | CopyDataToITensorHandle(inputHandle.get(), inputValues.data()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 170 | |
| 171 | workload->PostAllocationConfigure(); |
| 172 | workload->Execute(); |
| 173 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 174 | CopyDataFromITensorHandle(actualOutput.data(), outputHandle.get()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 175 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 176 | return LayerTestResult<T, 3>(actualOutput, |
| 177 | expectedOutputValues, |
| 178 | outputHandle->GetShape(), |
| 179 | outputTensorInfo.GetShape()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 180 | } |
| 181 | |
| 182 | template<armnn::DataType ArmnnType, typename T> |
| 183 | LayerTestResult<T, 4> Pad4dTestCommon( |
| 184 | armnn::IWorkloadFactory& workloadFactory, |
| 185 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 186 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 187 | float qScale, |
| 188 | int32_t qOffset) |
| 189 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 190 | IgnoreUnused(memoryManager); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 191 | const armnn::TensorShape inputShape{ 2, 2, 3, 2 }; |
| 192 | const armnn::TensorShape outputShape{ 4, 5, 7, 4 }; |
| 193 | |
| 194 | const armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType, qScale, qOffset); |
| 195 | const armnn::TensorInfo outputTensorInfo(outputShape, ArmnnType, qScale, qOffset); |
| 196 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 197 | std::vector<T> inputValues = armnnUtils::QuantizedVector<T>( |
| 198 | { |
| 199 | // Batch 0, Channel 0, Height (3) x Width (2) |
| 200 | 0, 1, |
| 201 | 2, 3, |
| 202 | 4, 5, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 203 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 204 | // Batch 0, Channel 1, Height (3) x Width (2) |
| 205 | 6, 7, |
| 206 | 8, 9, |
| 207 | 10, 11, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 208 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 209 | // Batch 1, Channel 0, Height (3) x Width (2) |
| 210 | 12, 13, |
| 211 | 14, 15, |
| 212 | 16, 17, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 213 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 214 | // Batch 1, Channel 1, Height (3) x Width (2) |
| 215 | 18, 19, |
| 216 | 20, 21, |
| 217 | 22, 23 |
| 218 | }, |
| 219 | qScale, qOffset); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 220 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 221 | std::vector<T> expectedOutputValues = armnnUtils::QuantizedVector<T>( |
| 222 | { |
| 223 | 0, 0, 0, 0, |
| 224 | 0, 0, 0, 0, |
| 225 | 0, 0, 0, 0, |
| 226 | 0, 0, 0, 0, |
| 227 | 0, 0, 0, 0, |
| 228 | 0, 0, 0, 0, |
| 229 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 230 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 231 | 0, 0, 0, 0, |
| 232 | 0, 0, 0, 0, |
| 233 | 0, 0, 0, 0, |
| 234 | 0, 0, 0, 0, |
| 235 | 0, 0, 0, 0, |
| 236 | 0, 0, 0, 0, |
| 237 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 238 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 239 | 0, 0, 0, 0, |
| 240 | 0, 0, 0, 0, |
| 241 | 0, 0, 0, 0, |
| 242 | 0, 0, 0, 0, |
| 243 | 0, 0, 0, 0, |
| 244 | 0, 0, 0, 0, |
| 245 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 246 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 247 | 0, 0, 0, 0, |
| 248 | 0, 0, 0, 0, |
| 249 | 0, 0, 0, 0, |
| 250 | 0, 0, 0, 0, |
| 251 | 0, 0, 0, 0, |
| 252 | 0, 0, 0, 0, |
| 253 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 254 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 255 | 0, 0, 0, 0, |
| 256 | 0, 0, 0, 0, |
| 257 | 0, 0, 0, 0, |
| 258 | 0, 0, 0, 0, |
| 259 | 0, 0, 0, 0, |
| 260 | 0, 0, 0, 0, |
| 261 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 262 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 263 | 0, 0, 0, 0, |
| 264 | 0, 0, 0, 0, |
| 265 | 0, 0, 0, 0, |
| 266 | 0, 0, 0, 0, |
| 267 | 0, 0, 0, 0, |
| 268 | 0, 0, 0, 0, |
| 269 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 270 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 271 | 0, 0, 0, 0, |
| 272 | 0, 0, 0, 0, |
| 273 | 0, 0, 0, 0, |
| 274 | 0, 0, 0, 0, |
| 275 | 0, 0, 0, 0, |
| 276 | 0, 0, 0, 0, |
| 277 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 278 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 279 | 0, 0, 0, 0, |
| 280 | 0, 0, 0, 0, |
| 281 | 0, 0, 0, 0, |
| 282 | 0, 0, 1, 0, |
| 283 | 0, 2, 3, 0, |
| 284 | 0, 4, 5, 0, |
| 285 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 286 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 287 | 0, 0, 0, 0, |
| 288 | 0, 0, 0, 0, |
| 289 | 0, 0, 0, 0, |
| 290 | 0, 6, 7, 0, |
| 291 | 0, 8, 9, 0, |
| 292 | 0, 10, 11, 0, |
| 293 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 294 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 295 | 0, 0, 0, 0, |
| 296 | 0, 0, 0, 0, |
| 297 | 0, 0, 0, 0, |
| 298 | 0, 0, 0, 0, |
| 299 | 0, 0, 0, 0, |
| 300 | 0, 0, 0, 0, |
| 301 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 302 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 303 | 0, 0, 0, 0, |
| 304 | 0, 0, 0, 0, |
| 305 | 0, 0, 0, 0, |
| 306 | 0, 0, 0, 0, |
| 307 | 0, 0, 0, 0, |
| 308 | 0, 0, 0, 0, |
| 309 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 310 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 311 | 0, 0, 0, 0, |
| 312 | 0, 0, 0, 0, |
| 313 | 0, 0, 0, 0, |
| 314 | 0, 0, 0, 0, |
| 315 | 0, 0, 0, 0, |
| 316 | 0, 0, 0, 0, |
| 317 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 318 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 319 | 0, 0, 0, 0, |
| 320 | 0, 0, 0, 0, |
| 321 | 0, 0, 0, 0, |
| 322 | 0, 12, 13, 0, |
| 323 | 0, 14, 15, 0, |
| 324 | 0, 16, 17, 0, |
| 325 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 326 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 327 | 0, 0, 0, 0, |
| 328 | 0, 0, 0, 0, |
| 329 | 0, 0, 0, 0, |
| 330 | 0, 18, 19, 0, |
| 331 | 0, 20, 21, 0, |
| 332 | 0, 22, 23, 0, |
| 333 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 334 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 335 | 0, 0, 0, 0, |
| 336 | 0, 0, 0, 0, |
| 337 | 0, 0, 0, 0, |
| 338 | 0, 0, 0, 0, |
| 339 | 0, 0, 0, 0, |
| 340 | 0, 0, 0, 0, |
| 341 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 342 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 343 | 0, 0, 0, 0, |
| 344 | 0, 0, 0, 0, |
| 345 | 0, 0, 0, 0, |
| 346 | 0, 0, 0, 0, |
| 347 | 0, 0, 0, 0, |
| 348 | 0, 0, 0, 0, |
| 349 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 350 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 351 | 0, 0, 0, 0, |
| 352 | 0, 0, 0, 0, |
| 353 | 0, 0, 0, 0, |
| 354 | 0, 0, 0, 0, |
| 355 | 0, 0, 0, 0, |
| 356 | 0, 0, 0, 0, |
| 357 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 358 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 359 | 0, 0, 0, 0, |
| 360 | 0, 0, 0, 0, |
| 361 | 0, 0, 0, 0, |
| 362 | 0, 0, 0, 0, |
| 363 | 0, 0, 0, 0, |
| 364 | 0, 0, 0, 0, |
| 365 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 366 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 367 | 0, 0, 0, 0, |
| 368 | 0, 0, 0, 0, |
| 369 | 0, 0, 0, 0, |
| 370 | 0, 0, 0, 0, |
| 371 | 0, 0, 0, 0, |
| 372 | 0, 0, 0, 0, |
| 373 | 0, 0, 0, 0, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 374 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 375 | 0, 0, 0, 0, |
| 376 | 0, 0, 0, 0, |
| 377 | 0, 0, 0, 0, |
| 378 | 0, 0, 0, 0, |
| 379 | 0, 0, 0, 0, |
| 380 | 0, 0, 0, 0, |
| 381 | 0, 0, 0, 0 |
| 382 | }, |
| 383 | qScale, qOffset); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 384 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 385 | std::vector<T> actualOutput(outputTensorInfo.GetNumElements()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 386 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 387 | std::unique_ptr<armnn::ITensorHandle> inputHandle = tensorHandleFactory.CreateTensorHandle(inputTensorInfo); |
| 388 | std::unique_ptr<armnn::ITensorHandle> outputHandle = tensorHandleFactory.CreateTensorHandle(outputTensorInfo); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 389 | |
| 390 | armnn::PadQueueDescriptor descriptor; |
| 391 | |
| 392 | std::vector<std::pair<unsigned int, unsigned int>> PadList; |
| 393 | PadList.push_back(std::pair<unsigned int, unsigned int>(1,1)); |
| 394 | PadList.push_back(std::pair<unsigned int, unsigned int>(2,1)); |
| 395 | PadList.push_back(std::pair<unsigned int, unsigned int>(3,1)); |
| 396 | PadList.push_back(std::pair<unsigned int, unsigned int>(1,1)); |
| 397 | |
| 398 | descriptor.m_Parameters.m_PadList = PadList; |
| 399 | armnn::WorkloadInfo info; |
| 400 | |
| 401 | AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get()); |
| 402 | AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get()); |
| 403 | |
Teresa Charlin | 611c7fb | 2022-01-07 09:47:29 +0000 | [diff] [blame] | 404 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateWorkload(armnn::LayerType::Pad, |
| 405 | descriptor, |
| 406 | info); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 407 | |
| 408 | inputHandle->Allocate(); |
| 409 | outputHandle->Allocate(); |
| 410 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 411 | CopyDataToITensorHandle(inputHandle.get(), inputValues.data()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 412 | |
| 413 | workload->PostAllocationConfigure(); |
| 414 | workload->Execute(); |
| 415 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 416 | CopyDataFromITensorHandle(actualOutput.data(), outputHandle.get()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 417 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 418 | return LayerTestResult<T, 4>(actualOutput, |
| 419 | expectedOutputValues, |
| 420 | outputHandle->GetShape(), |
| 421 | outputTensorInfo.GetShape()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 422 | } |
| 423 | |
Narumol Prangnawarat | 8719d22 | 2020-11-27 16:57:56 +0000 | [diff] [blame] | 424 | template<armnn::DataType ArmnnType, typename T> |
| 425 | LayerTestResult<T, 2> PadQAsymmTestCommon( |
| 426 | armnn::IWorkloadFactory& workloadFactory, |
| 427 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 428 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
| 429 | float qScale, |
| 430 | int32_t qOffset, |
| 431 | const float customPaddingValue) |
| 432 | { |
| 433 | IgnoreUnused(memoryManager); |
| 434 | const armnn::TensorShape inputShape{ 3, 3 }; |
| 435 | const armnn::TensorShape outputShape{ 7, 7 }; |
| 436 | |
| 437 | const armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType, qScale, qOffset); |
| 438 | const armnn::TensorInfo outputTensorInfo(outputShape, ArmnnType, qScale, qOffset); |
| 439 | |
| 440 | std::vector<T> inputValues = |
| 441 | { |
| 442 | // Height (3) x Width (3) |
| 443 | 4, 8, 6, |
| 444 | 7, 4, 4, |
| 445 | 3, 2, 4 |
| 446 | }; |
| 447 | |
| 448 | T p = static_cast<T>(customPaddingValue); |
| 449 | std::vector<T> expectedOutputValues = |
| 450 | { |
| 451 | p, p, p, p, p, p, p, |
| 452 | p, p, p, p, p, p, p, |
| 453 | p, p, 4, 8, 6, p, p, |
| 454 | p, p, 7, 4, 4, p, p, |
| 455 | p, p, 3, 2, 4, p, p, |
| 456 | p, p, p, p, p, p, p, |
| 457 | p, p, p, p, p, p, p |
| 458 | }; |
| 459 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 460 | std::vector<T> actualOutput(outputTensorInfo.GetNumElements()); |
Narumol Prangnawarat | 8719d22 | 2020-11-27 16:57:56 +0000 | [diff] [blame] | 461 | |
| 462 | std::unique_ptr<armnn::ITensorHandle> inputHandle = tensorHandleFactory.CreateTensorHandle(inputTensorInfo); |
| 463 | std::unique_ptr<armnn::ITensorHandle> outputHandle = tensorHandleFactory.CreateTensorHandle(outputTensorInfo); |
| 464 | |
| 465 | |
| 466 | armnn::PadQueueDescriptor descriptor; |
| 467 | |
| 468 | std::vector<std::pair<unsigned int, unsigned int>> padList; |
| 469 | padList.push_back(std::pair<unsigned int, unsigned int>(2,2)); |
| 470 | padList.push_back(std::pair<unsigned int, unsigned int>(2,2)); |
| 471 | |
| 472 | descriptor.m_Parameters.m_PadList = padList; |
| 473 | descriptor.m_Parameters.m_PadValue = customPaddingValue; |
| 474 | armnn::WorkloadInfo info; |
| 475 | |
| 476 | AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get()); |
| 477 | AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get()); |
| 478 | |
Teresa Charlin | 611c7fb | 2022-01-07 09:47:29 +0000 | [diff] [blame] | 479 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateWorkload(armnn::LayerType::Pad, |
| 480 | descriptor, |
| 481 | info); |
Narumol Prangnawarat | 8719d22 | 2020-11-27 16:57:56 +0000 | [diff] [blame] | 482 | |
| 483 | inputHandle->Allocate(); |
| 484 | outputHandle->Allocate(); |
| 485 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 486 | CopyDataToITensorHandle(inputHandle.get(), inputValues.data()); |
Narumol Prangnawarat | 8719d22 | 2020-11-27 16:57:56 +0000 | [diff] [blame] | 487 | |
| 488 | workload->PostAllocationConfigure(); |
| 489 | workload->Execute(); |
| 490 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 491 | CopyDataFromITensorHandle(actualOutput.data(), outputHandle.get()); |
Narumol Prangnawarat | 8719d22 | 2020-11-27 16:57:56 +0000 | [diff] [blame] | 492 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 493 | return LayerTestResult<T, 2>(actualOutput, |
| 494 | expectedOutputValues, |
| 495 | outputHandle->GetShape(), |
| 496 | outputTensorInfo.GetShape()); |
Narumol Prangnawarat | 8719d22 | 2020-11-27 16:57:56 +0000 | [diff] [blame] | 497 | } |
| 498 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 499 | // |
| 500 | // Explicit template specializations |
| 501 | // |
| 502 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 503 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> |
| 504 | Pad2dTestCommon<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 505 | armnn::IWorkloadFactory& workloadFactory, |
| 506 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 507 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 508 | float qScale, |
| 509 | int32_t qOffset, |
| 510 | const float customPaddingValue); |
| 511 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 512 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3> |
| 513 | Pad3dTestCommon<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 514 | armnn::IWorkloadFactory& workloadFactory, |
| 515 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 516 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 517 | float qScale, |
| 518 | int32_t qOffset); |
| 519 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 520 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 521 | Pad4dTestCommon<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 522 | armnn::IWorkloadFactory& workloadFactory, |
| 523 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 524 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 525 | float qScale, |
| 526 | int32_t qOffset); |
| 527 | |
Narumol Prangnawarat | 8719d22 | 2020-11-27 16:57:56 +0000 | [diff] [blame] | 528 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2> |
| 529 | PadQAsymmTestCommon<armnn::DataType::QAsymmS8>( |
| 530 | armnn::IWorkloadFactory& workloadFactory, |
| 531 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 532 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
| 533 | float qScale, |
| 534 | int32_t qOffset, |
| 535 | const float customPaddingValue); |
| 536 | |
| 537 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> |
| 538 | PadQAsymmTestCommon<armnn::DataType::QAsymmU8>( |
| 539 | armnn::IWorkloadFactory& workloadFactory, |
| 540 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 541 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
| 542 | float qScale, |
| 543 | int32_t qOffset, |
| 544 | const float customPaddingValue); |
| 545 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 546 | // |
| 547 | // Implementation functions |
| 548 | // |
| 549 | |
| 550 | LayerTestResult<uint8_t, 2> PadUint82dTest( |
| 551 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 552 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 553 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 554 | { |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 555 | return Pad2dTestCommon<armnn::DataType::QAsymmU8>(workloadFactory, memoryManager, tensorHandleFactory, 1.0f, 0); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 556 | } |
| 557 | |
| 558 | LayerTestResult<uint8_t, 2> PadUint82dCustomPaddingTest( |
| 559 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 560 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 561 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 562 | { |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 563 | return Pad2dTestCommon<armnn::DataType::QAsymmU8>( |
| 564 | workloadFactory, memoryManager, tensorHandleFactory, 1.0f, 0, 1.0f); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 565 | } |
| 566 | |
| 567 | LayerTestResult<uint8_t, 3> PadUint83dTest( |
| 568 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 569 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 570 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 571 | { |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 572 | return Pad3dTestCommon<armnn::DataType::QAsymmU8>(workloadFactory, memoryManager, tensorHandleFactory, 1.0f, 0); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 573 | } |
| 574 | |
| 575 | LayerTestResult<uint8_t, 4> PadUint84dTest( |
| 576 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 577 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 578 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 579 | { |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 580 | return Pad4dTestCommon<armnn::DataType::QAsymmU8>(workloadFactory, memoryManager, tensorHandleFactory, 1.0f, 0); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 581 | } |
| 582 | |
| 583 | LayerTestResult<float, 2> PadFloat322dTest( |
| 584 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 585 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 586 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 587 | { |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 588 | return Pad2dTestCommon<armnn::DataType::Float32>(workloadFactory, memoryManager, tensorHandleFactory, 0.0f, 0); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 589 | } |
| 590 | |
| 591 | LayerTestResult<float, 2> PadFloat322dCustomPaddingTest( |
| 592 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 593 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 594 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 595 | { |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 596 | return Pad2dTestCommon<armnn::DataType::Float32>( |
| 597 | workloadFactory, memoryManager, tensorHandleFactory, 0.0f, 0, 1.0f); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 598 | } |
| 599 | |
| 600 | LayerTestResult<float, 3> PadFloat323dTest( |
| 601 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 602 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 603 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 604 | { |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 605 | return Pad3dTestCommon<armnn::DataType::Float32>(workloadFactory, memoryManager, tensorHandleFactory, 0.0f, 0); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 606 | } |
| 607 | |
| 608 | LayerTestResult<float, 4> PadFloat324dTest( |
| 609 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 610 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 611 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 612 | { |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 613 | return Pad4dTestCommon<armnn::DataType::Float32>(workloadFactory, memoryManager, tensorHandleFactory, 0.0f, 0); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 614 | } |
Narumol Prangnawarat | 44179c3 | 2020-03-11 14:51:27 +0000 | [diff] [blame] | 615 | |
| 616 | LayerTestResult<armnn::BFloat16, 2> PadBFloat162dTest( |
| 617 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 618 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 619 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Narumol Prangnawarat | 44179c3 | 2020-03-11 14:51:27 +0000 | [diff] [blame] | 620 | { |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 621 | return Pad2dTestCommon<armnn::DataType::BFloat16>(workloadFactory, memoryManager, tensorHandleFactory, 0.0f, 0); |
Narumol Prangnawarat | 44179c3 | 2020-03-11 14:51:27 +0000 | [diff] [blame] | 622 | } |
| 623 | |
| 624 | LayerTestResult<armnn::BFloat16, 2> PadBFloat162dCustomPaddingTest( |
| 625 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 626 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 627 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Narumol Prangnawarat | 44179c3 | 2020-03-11 14:51:27 +0000 | [diff] [blame] | 628 | { |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 629 | return Pad2dTestCommon<armnn::DataType::BFloat16>( |
| 630 | workloadFactory, memoryManager, tensorHandleFactory, 0.0f, 0, 1.0f); |
Narumol Prangnawarat | 44179c3 | 2020-03-11 14:51:27 +0000 | [diff] [blame] | 631 | } |
| 632 | |
| 633 | LayerTestResult<armnn::BFloat16, 3> PadBFloat163dTest( |
| 634 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 635 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 636 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Narumol Prangnawarat | 44179c3 | 2020-03-11 14:51:27 +0000 | [diff] [blame] | 637 | { |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 638 | return Pad3dTestCommon<armnn::DataType::BFloat16>(workloadFactory, memoryManager, tensorHandleFactory, 0.0f, 0); |
Narumol Prangnawarat | 44179c3 | 2020-03-11 14:51:27 +0000 | [diff] [blame] | 639 | } |
| 640 | |
| 641 | LayerTestResult<armnn::BFloat16, 4> PadBFloat164dTest( |
| 642 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 643 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 644 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Narumol Prangnawarat | 44179c3 | 2020-03-11 14:51:27 +0000 | [diff] [blame] | 645 | { |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 646 | return Pad4dTestCommon<armnn::DataType::BFloat16>(workloadFactory, memoryManager, tensorHandleFactory, 0.0f, 0); |
Narumol Prangnawarat | 44179c3 | 2020-03-11 14:51:27 +0000 | [diff] [blame] | 647 | } |
Sadik Armagan | 041b3c0 | 2020-06-04 10:32:18 +0100 | [diff] [blame] | 648 | |
| 649 | LayerTestResult<int8_t, 2> PadInt82dTest( |
| 650 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 651 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 652 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Sadik Armagan | 041b3c0 | 2020-06-04 10:32:18 +0100 | [diff] [blame] | 653 | { |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 654 | return Pad2dTestCommon<armnn::DataType::QSymmS8>( |
| 655 | workloadFactory, memoryManager, tensorHandleFactory, 1.0f, 0); |
Sadik Armagan | 041b3c0 | 2020-06-04 10:32:18 +0100 | [diff] [blame] | 656 | } |
| 657 | |
| 658 | LayerTestResult<int8_t, 2> PadInt82dCustomPaddingTest( |
| 659 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 660 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 661 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Sadik Armagan | 041b3c0 | 2020-06-04 10:32:18 +0100 | [diff] [blame] | 662 | { |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 663 | return Pad2dTestCommon<armnn::DataType::QSymmS8>( |
| 664 | workloadFactory, memoryManager, tensorHandleFactory, 1.0f, 0, 1.0f); |
Sadik Armagan | 041b3c0 | 2020-06-04 10:32:18 +0100 | [diff] [blame] | 665 | } |
| 666 | |
| 667 | LayerTestResult<int8_t, 3> PadInt83dTest( |
| 668 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 669 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 670 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Sadik Armagan | 041b3c0 | 2020-06-04 10:32:18 +0100 | [diff] [blame] | 671 | { |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 672 | return Pad3dTestCommon<armnn::DataType::QSymmS8>(workloadFactory, memoryManager, tensorHandleFactory, 1.0f, 0); |
Sadik Armagan | 041b3c0 | 2020-06-04 10:32:18 +0100 | [diff] [blame] | 673 | } |
| 674 | |
| 675 | LayerTestResult<int8_t, 4> PadInt84dTest( |
| 676 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 677 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 678 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Sadik Armagan | 041b3c0 | 2020-06-04 10:32:18 +0100 | [diff] [blame] | 679 | { |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 680 | return Pad4dTestCommon<armnn::DataType::QSymmS8>(workloadFactory, memoryManager, tensorHandleFactory, 1.0f, 0); |
Sadik Armagan | 041b3c0 | 2020-06-04 10:32:18 +0100 | [diff] [blame] | 681 | } |
Narumol Prangnawarat | 8719d22 | 2020-11-27 16:57:56 +0000 | [diff] [blame] | 682 | |
| 683 | LayerTestResult<int8_t, 2> PadInt8AsymmTest( |
| 684 | armnn::IWorkloadFactory& workloadFactory, |
| 685 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 686 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 687 | { |
| 688 | return PadQAsymmTestCommon<armnn::DataType::QAsymmS8>( |
| 689 | workloadFactory, memoryManager, tensorHandleFactory, 2.0f, 2); |
| 690 | } |
| 691 | |
| 692 | LayerTestResult<int8_t, 2> PadInt8CustomPaddingAsymmTest( |
| 693 | armnn::IWorkloadFactory& workloadFactory, |
| 694 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 695 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 696 | { |
| 697 | return PadQAsymmTestCommon<armnn::DataType::QAsymmS8>( |
| 698 | workloadFactory, memoryManager, tensorHandleFactory, 2.0f, 3, 1.0f); |
| 699 | } |