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 "SpaceToBatchNdTestImpl.hpp" |
| 7 | |
Colm Donelan | c42a987 | 2022-02-02 16:35:09 +0000 | [diff] [blame] | 8 | #include <armnnUtils/QuantizeHelper.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 9 | #include <ResolveType.hpp> |
| 10 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 11 | |
Matteo Martincigh | e011d20 | 2019-11-28 11:35:47 +0000 | [diff] [blame] | 12 | #include <armnnUtils/Permute.hpp> |
| 13 | |
Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 14 | #include <armnnTestUtils/TensorCopyUtils.hpp> |
Colm Donelan | 0c47974 | 2021-12-10 12:43:54 +0000 | [diff] [blame] | 15 | #include <armnnTestUtils/WorkloadTestUtils.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 16 | |
Colm Donelan | c42a987 | 2022-02-02 16:35:09 +0000 | [diff] [blame] | 17 | #include <armnnTestUtils/TensorHelpers.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 18 | |
| 19 | namespace |
| 20 | { |
| 21 | |
| 22 | template<typename T> |
| 23 | LayerTestResult<T, 4> SpaceToBatchNdTestImpl( |
| 24 | armnn::IWorkloadFactory& workloadFactory, |
| 25 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 26 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 27 | armnn::TensorInfo& inputTensorInfo, |
| 28 | armnn::TensorInfo& outputTensorInfo, |
| 29 | std::vector<float>& inputData, |
| 30 | std::vector<float>& outputExpectedData, |
| 31 | armnn::SpaceToBatchNdQueueDescriptor descriptor, |
| 32 | const float qScale = 1.0f, |
| 33 | const int32_t qOffset = 0) |
| 34 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 35 | IgnoreUnused(memoryManager); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 36 | const armnn::PermutationVector NCHWToNHWC = {0, 3, 1, 2}; |
| 37 | if (descriptor.m_Parameters.m_DataLayout == armnn::DataLayout::NHWC) |
| 38 | { |
| 39 | inputTensorInfo = armnnUtils::Permuted(inputTensorInfo, NCHWToNHWC); |
| 40 | outputTensorInfo = armnnUtils::Permuted(outputTensorInfo, NCHWToNHWC); |
| 41 | |
| 42 | std::vector<float> inputTmp(inputData.size()); |
| 43 | armnnUtils::Permute(inputTensorInfo.GetShape(), NCHWToNHWC, |
| 44 | inputData.data(), inputTmp.data(), sizeof(float)); |
| 45 | inputData = inputTmp; |
| 46 | |
| 47 | std::vector<float> outputTmp(outputExpectedData.size()); |
| 48 | armnnUtils::Permute(outputTensorInfo.GetShape(), NCHWToNHWC, |
| 49 | outputExpectedData.data(), outputTmp.data(), sizeof(float)); |
| 50 | outputExpectedData = outputTmp; |
| 51 | } |
| 52 | |
| 53 | if(armnn::IsQuantizedType<T>()) |
| 54 | { |
| 55 | inputTensorInfo.SetQuantizationScale(qScale); |
| 56 | inputTensorInfo.SetQuantizationOffset(qOffset); |
| 57 | outputTensorInfo.SetQuantizationScale(qScale); |
| 58 | outputTensorInfo.SetQuantizationOffset(qOffset); |
| 59 | } |
| 60 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 61 | std::vector<T> input = armnnUtils::QuantizedVector<T>(inputData, qScale, qOffset); |
| 62 | std::vector<T> expectedOutput = armnnUtils::QuantizedVector<T>(outputExpectedData, qScale, qOffset); |
| 63 | std::vector<T> actualOutput(outputTensorInfo.GetNumElements()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 64 | |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 65 | std::unique_ptr<armnn::ITensorHandle> inputHandle = tensorHandleFactory.CreateTensorHandle(inputTensorInfo); |
| 66 | std::unique_ptr<armnn::ITensorHandle> outputHandle = tensorHandleFactory.CreateTensorHandle(outputTensorInfo); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 67 | |
| 68 | armnn::WorkloadInfo info; |
| 69 | AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get()); |
| 70 | AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get()); |
| 71 | |
Teresa Charlin | 611c7fb | 2022-01-07 09:47:29 +0000 | [diff] [blame] | 72 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateWorkload(armnn::LayerType::SpaceToBatchNd, |
| 73 | descriptor, |
| 74 | info); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 75 | |
| 76 | inputHandle->Allocate(); |
| 77 | outputHandle->Allocate(); |
| 78 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 79 | CopyDataToITensorHandle(inputHandle.get(), input.data()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 80 | |
| 81 | workload->Execute(); |
| 82 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 83 | CopyDataFromITensorHandle(actualOutput.data(), outputHandle.get()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 84 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 85 | return LayerTestResult<T, 4>(actualOutput, |
| 86 | expectedOutput, |
| 87 | outputHandle->GetShape(), |
| 88 | outputTensorInfo.GetShape()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 89 | } |
| 90 | |
| 91 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 92 | LayerTestResult<T, 4> SpaceToBatchNdSimpleTest( |
| 93 | armnn::IWorkloadFactory& workloadFactory, |
| 94 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 95 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 96 | armnn::DataLayout dataLayout = armnn::DataLayout::NCHW) |
| 97 | { |
| 98 | armnn::TensorInfo inputTensorInfo; |
| 99 | armnn::TensorInfo outputTensorInfo; |
| 100 | |
| 101 | unsigned int inputShape[] = {1, 1, 2, 2}; |
| 102 | unsigned int outputShape[] = {4, 1, 1, 1}; |
| 103 | |
| 104 | armnn::SpaceToBatchNdQueueDescriptor desc; |
| 105 | desc.m_Parameters.m_DataLayout = dataLayout; |
| 106 | desc.m_Parameters.m_BlockShape = {2, 2}; |
| 107 | desc.m_Parameters.m_PadList = {{0, 0}, {0, 0}}; |
| 108 | |
| 109 | inputTensorInfo = armnn::TensorInfo(4, inputShape, ArmnnType); |
| 110 | outputTensorInfo = armnn::TensorInfo(4, outputShape, ArmnnType); |
| 111 | |
| 112 | std::vector<float> input = std::vector<float>( |
| 113 | { |
| 114 | 1.0f, 2.0f, 3.0f, 4.0f |
| 115 | }); |
| 116 | |
| 117 | std::vector<float> outputExpected = std::vector<float>( |
| 118 | { |
| 119 | 1.0f, 2.0f, 3.0f, 4.0f |
| 120 | }); |
| 121 | |
| 122 | return SpaceToBatchNdTestImpl<T>( |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 123 | workloadFactory, memoryManager, tensorHandleFactory, |
| 124 | inputTensorInfo, outputTensorInfo, input, outputExpected, desc); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 125 | } |
| 126 | |
| 127 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 128 | LayerTestResult<T, 4> SpaceToBatchNdMultiChannelsTest( |
| 129 | armnn::IWorkloadFactory& workloadFactory, |
| 130 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 131 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 132 | armnn::DataLayout dataLayout = armnn::DataLayout::NCHW) |
| 133 | { |
| 134 | armnn::TensorInfo inputTensorInfo; |
| 135 | armnn::TensorInfo outputTensorInfo; |
| 136 | |
| 137 | unsigned int inputShape[] = {1, 3, 2, 2}; |
| 138 | unsigned int outputShape[] = {4, 3, 1, 1}; |
| 139 | |
| 140 | armnn::SpaceToBatchNdQueueDescriptor desc; |
| 141 | desc.m_Parameters.m_DataLayout = dataLayout; |
| 142 | desc.m_Parameters.m_BlockShape = {2, 2}; |
| 143 | desc.m_Parameters.m_PadList = {{0, 0}, {0, 0}}; |
| 144 | |
| 145 | inputTensorInfo = armnn::TensorInfo(4, inputShape, ArmnnType); |
| 146 | outputTensorInfo = armnn::TensorInfo(4, outputShape, ArmnnType); |
| 147 | |
| 148 | std::vector<float> input = std::vector<float>( |
| 149 | { |
| 150 | 1.0f, 4.0f, 7.0f, 10.0f, |
| 151 | 2.0f, 5.0, 8.0, 11.0f, |
| 152 | 3.0f, 6.0f, 9.0f, 12.0f |
| 153 | }); |
| 154 | |
| 155 | std::vector<float> outputExpected = std::vector<float>( |
| 156 | { |
| 157 | 1.0f, 2.0f, 3.0f, |
| 158 | 4.0f, 5.0f, 6.0f, |
| 159 | 7.0f, 8.0f, 9.0f, |
| 160 | 10.0f, 11.0f, 12.0f |
| 161 | }); |
| 162 | |
| 163 | return SpaceToBatchNdTestImpl<T>( |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 164 | workloadFactory, memoryManager, tensorHandleFactory, |
| 165 | inputTensorInfo, outputTensorInfo, input, outputExpected, desc); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 166 | } |
| 167 | |
| 168 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 169 | LayerTestResult<T, 4> SpaceToBatchNdMultiBlockTest( |
| 170 | armnn::IWorkloadFactory& workloadFactory, |
| 171 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 172 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 173 | armnn::DataLayout dataLayout = armnn::DataLayout::NCHW) |
| 174 | { |
| 175 | armnn::TensorInfo inputTensorInfo; |
| 176 | armnn::TensorInfo outputTensorInfo; |
| 177 | |
| 178 | unsigned int inputShape[] = {1, 1, 4, 4}; |
| 179 | unsigned int outputShape[] = {4, 1, 2, 2}; |
| 180 | |
| 181 | armnn::SpaceToBatchNdQueueDescriptor desc; |
| 182 | desc.m_Parameters.m_DataLayout = dataLayout; |
| 183 | desc.m_Parameters.m_BlockShape = {2, 2}; |
| 184 | desc.m_Parameters.m_PadList = {{0, 0}, {0, 0}}; |
| 185 | |
| 186 | inputTensorInfo = armnn::TensorInfo(4, inputShape, ArmnnType); |
| 187 | outputTensorInfo = armnn::TensorInfo(4, outputShape, ArmnnType); |
| 188 | |
| 189 | std::vector<float> input = std::vector<float>( |
| 190 | { |
| 191 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 192 | 5.0f, 6.0f, 7.0f, 8.0f, |
| 193 | 9.0f, 10.0f, 11.0f, 12.0f, |
| 194 | 13.0f, 14.0f, 15.0f, 16.0f |
| 195 | }); |
| 196 | |
| 197 | std::vector<float> outputExpected = std::vector<float>( |
| 198 | { |
| 199 | 1.0f, 3.0f, 9.0f, 11.0f, |
| 200 | 2.0f, 4.0f, 10.0f, 12.0f, |
| 201 | 5.0f, 7.0f, 13.0f, 15.0f, |
| 202 | 6.0f, 8.0f, 14.0f, 16.0f |
| 203 | }); |
| 204 | |
| 205 | return SpaceToBatchNdTestImpl<T>( |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 206 | workloadFactory, memoryManager, tensorHandleFactory, |
| 207 | inputTensorInfo, outputTensorInfo, input, outputExpected, desc); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 208 | } |
| 209 | |
| 210 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 211 | LayerTestResult<T, 4> SpaceToBatchNdPaddingTest( |
| 212 | armnn::IWorkloadFactory& workloadFactory, |
| 213 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 214 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 215 | armnn::DataLayout dataLayout = armnn::DataLayout::NCHW) |
| 216 | { |
| 217 | armnn::TensorInfo inputTensorInfo; |
| 218 | armnn::TensorInfo outputTensorInfo; |
| 219 | |
| 220 | unsigned int inputShape[] = {2, 1, 2, 4}; |
| 221 | unsigned int outputShape[] = {8, 1, 1, 3}; |
| 222 | |
| 223 | armnn::SpaceToBatchNdQueueDescriptor desc; |
| 224 | desc.m_Parameters.m_DataLayout = dataLayout; |
| 225 | desc.m_Parameters.m_BlockShape = {2, 2}; |
| 226 | desc.m_Parameters.m_PadList = {{0, 0}, {2, 0}}; |
| 227 | |
| 228 | inputTensorInfo = armnn::TensorInfo(4, inputShape, ArmnnType); |
| 229 | outputTensorInfo = armnn::TensorInfo(4, outputShape, ArmnnType); |
| 230 | |
| 231 | std::vector<float> input = std::vector<float>( |
| 232 | { |
| 233 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 234 | 5.0f, 6.0f, 7.0f, 8.0f, |
| 235 | 9.0f, 10.0f, 11.0f, 12.0f, |
| 236 | 13.0f, 14.0f, 15.0f, 16.0f |
| 237 | }); |
| 238 | |
| 239 | std::vector<float> outputExpected = std::vector<float>( |
| 240 | { |
| 241 | 0.0f, 1.0f, 3.0f, |
| 242 | 0.0f, 9.0f, 11.0f, |
| 243 | 0.0f, 2.0f, 4.0f, |
| 244 | 0.0f, 10.0f, 12.0f, |
| 245 | 0.0f, 5.0f, 7.0f, |
| 246 | 0.0f, 13.0f, 15.0f, |
| 247 | 0.0f, 6.0f, 8.0f, |
| 248 | 0.0f, 14.0f, 16.0f |
| 249 | }); |
| 250 | |
| 251 | return SpaceToBatchNdTestImpl<T>( |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 252 | workloadFactory, memoryManager, tensorHandleFactory, |
| 253 | inputTensorInfo, outputTensorInfo, input, outputExpected, desc); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 254 | } |
| 255 | |
| 256 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 257 | LayerTestResult<T, 4> SpaceToBatchNdSimpleNhwcTest( |
| 258 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 259 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 260 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 261 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 262 | return SpaceToBatchNdSimpleTest<ArmnnType>(workloadFactory, |
| 263 | memoryManager, |
| 264 | tensorHandleFactory, |
| 265 | armnn::DataLayout::NHWC); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 266 | } |
| 267 | |
| 268 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 269 | LayerTestResult<T, 4> SpaceToBatchNdMultiChannelsNhwcTest( |
| 270 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 271 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 272 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 273 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 274 | return SpaceToBatchNdMultiChannelsTest<ArmnnType>(workloadFactory, |
| 275 | memoryManager, |
| 276 | tensorHandleFactory, |
| 277 | armnn::DataLayout::NHWC); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 278 | } |
| 279 | |
| 280 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 281 | LayerTestResult<T, 4> SpaceToBatchNdMultiBlockNhwcTest( |
| 282 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 283 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 284 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 285 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 286 | return SpaceToBatchNdMultiBlockTest<ArmnnType>(workloadFactory, |
| 287 | memoryManager, |
| 288 | tensorHandleFactory, |
| 289 | armnn::DataLayout::NHWC); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 290 | } |
| 291 | |
| 292 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 293 | LayerTestResult<T, 4> SpaceToBatchNdPaddingNhwcTest( |
| 294 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 295 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 296 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 297 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 298 | return SpaceToBatchNdPaddingTest<ArmnnType>(workloadFactory, |
| 299 | memoryManager, |
| 300 | tensorHandleFactory, |
| 301 | armnn::DataLayout::NHWC); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 302 | } |
| 303 | |
| 304 | } // anonymous namespace |
| 305 | |
| 306 | LayerTestResult<float, 4> SpaceToBatchNdSimpleFloat32Test( |
| 307 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 308 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 309 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 310 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 311 | return SpaceToBatchNdSimpleTest<armnn::DataType::Float32>(workloadFactory, |
| 312 | memoryManager, |
| 313 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 314 | } |
| 315 | |
| 316 | LayerTestResult<float, 4> SpaceToBatchNdMultiChannelsFloat32Test( |
| 317 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 318 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 319 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 320 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 321 | return SpaceToBatchNdMultiChannelsTest<armnn::DataType::Float32>(workloadFactory, |
| 322 | memoryManager, |
| 323 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 324 | } |
| 325 | |
| 326 | LayerTestResult<float, 4> SpaceToBatchNdMultiBlockFloat32Test( |
| 327 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 328 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 329 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 330 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 331 | return SpaceToBatchNdMultiBlockTest<armnn::DataType::Float32>(workloadFactory, |
| 332 | memoryManager, |
| 333 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 334 | } |
| 335 | |
| 336 | LayerTestResult<float, 4> SpaceToBatchNdPaddingFloat32Test( |
| 337 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 338 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 339 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 340 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 341 | return SpaceToBatchNdPaddingTest<armnn::DataType::Float32>(workloadFactory, |
| 342 | memoryManager, |
| 343 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 344 | } |
| 345 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 346 | LayerTestResult<armnn::Half, 4> SpaceToBatchNdSimpleFloat16Test( |
| 347 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 348 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 349 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 350 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 351 | return SpaceToBatchNdSimpleTest<armnn::DataType::Float16>(workloadFactory, |
| 352 | memoryManager, |
| 353 | tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 354 | } |
| 355 | |
| 356 | LayerTestResult<armnn::Half, 4> SpaceToBatchNdMultiChannelsFloat16Test( |
| 357 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 358 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 359 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 360 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 361 | return SpaceToBatchNdMultiChannelsTest<armnn::DataType::Float16>(workloadFactory, |
| 362 | memoryManager, |
| 363 | tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 364 | } |
| 365 | |
| 366 | LayerTestResult<armnn::Half, 4> SpaceToBatchNdMultiBlockFloat16Test( |
| 367 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 368 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 369 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 370 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 371 | return SpaceToBatchNdMultiBlockTest<armnn::DataType::Float16>(workloadFactory, |
| 372 | memoryManager, |
| 373 | tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 374 | } |
| 375 | |
| 376 | LayerTestResult<armnn::Half, 4> SpaceToBatchNdPaddingFloat16Test( |
| 377 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 378 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 379 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 380 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 381 | return SpaceToBatchNdPaddingTest<armnn::DataType::Float16>(workloadFactory, |
| 382 | memoryManager, |
| 383 | tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 384 | } |
| 385 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 386 | LayerTestResult<uint8_t, 4> SpaceToBatchNdSimpleUint8Test( |
| 387 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 388 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 389 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 390 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 391 | return SpaceToBatchNdSimpleTest<armnn::DataType::QAsymmU8>(workloadFactory, |
| 392 | memoryManager, |
| 393 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 394 | } |
| 395 | |
| 396 | LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiChannelsUint8Test( |
| 397 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 398 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 399 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 400 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 401 | return SpaceToBatchNdMultiChannelsTest<armnn::DataType::QAsymmU8>(workloadFactory, |
| 402 | memoryManager, |
| 403 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 404 | } |
| 405 | |
| 406 | LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiBlockUint8Test( |
| 407 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 408 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 409 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 410 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 411 | return SpaceToBatchNdMultiBlockTest<armnn::DataType::QAsymmU8>(workloadFactory, |
| 412 | memoryManager, |
| 413 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 414 | } |
| 415 | |
| 416 | LayerTestResult<uint8_t, 4> SpaceToBatchNdPaddingUint8Test( |
| 417 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 418 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 419 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 420 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 421 | return SpaceToBatchNdPaddingTest<armnn::DataType::QAsymmU8>(workloadFactory, |
| 422 | memoryManager, |
| 423 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 424 | } |
| 425 | |
| 426 | LayerTestResult<float, 4> SpaceToBatchNdSimpleNhwcFloat32Test( |
| 427 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 428 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 429 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 430 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 431 | return SpaceToBatchNdSimpleNhwcTest<armnn::DataType::Float32>(workloadFactory, |
| 432 | memoryManager, |
| 433 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 434 | } |
| 435 | |
| 436 | LayerTestResult<float, 4> SpaceToBatchNdMultiChannelsNhwcFloat32Test( |
| 437 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 438 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 439 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 440 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 441 | return SpaceToBatchNdMultiChannelsNhwcTest<armnn::DataType::Float32>(workloadFactory, |
| 442 | memoryManager, |
| 443 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 444 | } |
| 445 | |
| 446 | LayerTestResult<float, 4> SpaceToBatchNdMultiBlockNhwcFloat32Test( |
| 447 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 448 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 449 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 450 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 451 | return SpaceToBatchNdMultiBlockNhwcTest<armnn::DataType::Float32>(workloadFactory, |
| 452 | memoryManager, |
| 453 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 454 | } |
| 455 | |
| 456 | LayerTestResult<float, 4> SpaceToBatchNdPaddingNhwcFloat32Test( |
| 457 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 458 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 459 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 460 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 461 | return SpaceToBatchNdPaddingNhwcTest<armnn::DataType::Float32>(workloadFactory, |
| 462 | memoryManager, |
| 463 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 464 | } |
| 465 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 466 | LayerTestResult<armnn::Half, 4> SpaceToBatchNdSimpleNhwcFloat16Test( |
| 467 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 468 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 469 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 470 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 471 | return SpaceToBatchNdSimpleNhwcTest<armnn::DataType::Float16>(workloadFactory, |
| 472 | memoryManager, |
| 473 | tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 474 | } |
| 475 | |
| 476 | LayerTestResult<armnn::Half, 4> SpaceToBatchNdMultiChannelsNhwcFloat16Test( |
| 477 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 478 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 479 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 480 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 481 | return SpaceToBatchNdMultiChannelsNhwcTest<armnn::DataType::Float16>(workloadFactory, |
| 482 | memoryManager, |
| 483 | tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 484 | } |
| 485 | |
| 486 | LayerTestResult<armnn::Half, 4> SpaceToBatchNdMultiBlockNhwcFloat16Test( |
| 487 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 488 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 489 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 490 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 491 | return SpaceToBatchNdMultiBlockNhwcTest<armnn::DataType::Float16>(workloadFactory, |
| 492 | memoryManager, |
| 493 | tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 494 | } |
| 495 | |
| 496 | LayerTestResult<armnn::Half, 4> SpaceToBatchNdPaddingNhwcFloat16Test( |
| 497 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 498 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 499 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 500 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 501 | return SpaceToBatchNdPaddingNhwcTest<armnn::DataType::Float16>(workloadFactory, |
| 502 | memoryManager, |
| 503 | tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 504 | } |
| 505 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 506 | LayerTestResult<uint8_t, 4> SpaceToBatchNdSimpleNhwcUint8Test( |
| 507 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 508 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 509 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 510 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 511 | return SpaceToBatchNdSimpleNhwcTest<armnn::DataType::QAsymmU8>(workloadFactory, |
| 512 | memoryManager, |
| 513 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 514 | } |
| 515 | |
| 516 | LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiChannelsNhwcUint8Test( |
| 517 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 518 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 519 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 520 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 521 | return SpaceToBatchNdMultiChannelsNhwcTest<armnn::DataType::QAsymmU8>(workloadFactory, |
| 522 | memoryManager, |
| 523 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 524 | } |
| 525 | |
| 526 | LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiBlockNhwcUint8Test( |
| 527 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 528 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 529 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 530 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 531 | return SpaceToBatchNdMultiBlockNhwcTest<armnn::DataType::QAsymmU8>(workloadFactory, |
| 532 | memoryManager, |
| 533 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 534 | } |
| 535 | |
| 536 | LayerTestResult<uint8_t, 4> SpaceToBatchNdPaddingNhwcUint8Test( |
| 537 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 538 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 539 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 540 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 541 | return SpaceToBatchNdPaddingNhwcTest<armnn::DataType::QAsymmU8>(workloadFactory, |
| 542 | memoryManager, |
| 543 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 544 | } |
| 545 | |
| 546 | LayerTestResult<int16_t, 4> SpaceToBatchNdSimpleUint16Test( |
| 547 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 548 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 549 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 550 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 551 | return SpaceToBatchNdSimpleTest<armnn::DataType::QSymmS16>(workloadFactory, |
| 552 | memoryManager, |
| 553 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 554 | } |
| 555 | |
| 556 | LayerTestResult<int16_t, 4> SpaceToBatchNdMultiChannelsUint16Test( |
| 557 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 558 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 559 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 560 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 561 | return SpaceToBatchNdMultiChannelsTest<armnn::DataType::QSymmS16>(workloadFactory, |
| 562 | memoryManager, |
| 563 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 564 | } |
| 565 | |
| 566 | LayerTestResult<int16_t, 4> SpaceToBatchNdMultiBlockUint16Test( |
| 567 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 568 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 569 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 570 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 571 | return SpaceToBatchNdMultiBlockTest<armnn::DataType::QSymmS16>(workloadFactory, |
| 572 | memoryManager, |
| 573 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 574 | } |
| 575 | |
| 576 | LayerTestResult<int16_t, 4> SpaceToBatchNdPaddingUint16Test( |
| 577 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 578 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 579 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 580 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 581 | return SpaceToBatchNdPaddingTest<armnn::DataType::QSymmS16>(workloadFactory, |
| 582 | memoryManager, |
| 583 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 584 | } |
| 585 | |
| 586 | LayerTestResult<int16_t, 4> SpaceToBatchNdSimpleNhwcUint16Test( |
| 587 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 588 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 589 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 590 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 591 | return SpaceToBatchNdSimpleNhwcTest<armnn::DataType::QSymmS16>(workloadFactory, |
| 592 | memoryManager, |
| 593 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 594 | } |
| 595 | |
| 596 | LayerTestResult<int16_t, 4> SpaceToBatchNdMultiChannelsNhwcUint16Test( |
| 597 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 598 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 599 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 600 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 601 | return SpaceToBatchNdMultiChannelsNhwcTest<armnn::DataType::QSymmS16>(workloadFactory, |
| 602 | memoryManager, |
| 603 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 604 | } |
| 605 | |
| 606 | LayerTestResult<int16_t, 4> SpaceToBatchNdMultiBlockNhwcUint16Test( |
| 607 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 608 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 609 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 610 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 611 | return SpaceToBatchNdMultiBlockNhwcTest<armnn::DataType::QSymmS16>(workloadFactory, |
| 612 | memoryManager, |
| 613 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 614 | } |
| 615 | |
| 616 | LayerTestResult<int16_t, 4> SpaceToBatchNdPaddingNhwcUint16Test( |
| 617 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 618 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Sadik Armagan | 89de3b4 | 2020-08-28 10:38:53 +0100 | [diff] [blame] | 619 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 620 | { |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 621 | return SpaceToBatchNdPaddingNhwcTest<armnn::DataType::QSymmS16>(workloadFactory, |
| 622 | memoryManager, |
| 623 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 624 | } |