telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 5 | #include <backendsCommon/CpuTensorHandle.hpp> |
| 6 | #include <backendsCommon/MemCopyWorkload.hpp> |
| 7 | #include <backendsCommon/MakeWorkloadHelper.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 8 | #include "RefWorkloadFactory.hpp" |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 9 | #include "RefBackendId.hpp" |
David Beck | b4540be | 2018-09-24 13:18:27 +0100 | [diff] [blame] | 10 | #include "workloads/RefWorkloads.hpp" |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 11 | #include "Layer.hpp" |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 12 | |
| 13 | #include <boost/log/trivial.hpp> |
| 14 | |
| 15 | namespace armnn |
| 16 | { |
| 17 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 18 | namespace |
| 19 | { |
| 20 | static const BackendId s_Id{RefBackendId()}; |
| 21 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 22 | template <typename F32Workload, typename U8Workload, typename QueueDescriptorType> |
| 23 | std::unique_ptr<IWorkload> RefWorkloadFactory::MakeWorkload(const QueueDescriptorType& descriptor, |
| 24 | const WorkloadInfo& info) const |
| 25 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 26 | return armnn::MakeWorkloadHelper<NullWorkload, F32Workload, U8Workload, NullWorkload, NullWorkload>(descriptor, |
| 27 | info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 28 | } |
| 29 | |
Ferran Balaguer | d73d14f | 2019-06-10 10:29:54 +0100 | [diff] [blame] | 30 | template <DataType ArmnnType> |
| 31 | bool IsDataType(const WorkloadInfo& info) |
Jim Flynn | 82fbe7c | 2019-04-02 15:19:08 +0100 | [diff] [blame] | 32 | { |
Ferran Balaguer | d73d14f | 2019-06-10 10:29:54 +0100 | [diff] [blame] | 33 | auto checkType = [](const TensorInfo& tensorInfo) {return tensorInfo.GetDataType() == ArmnnType;}; |
| 34 | auto it = std::find_if(std::begin(info.m_InputTensorInfos), std::end(info.m_InputTensorInfos), checkType); |
Jim Flynn | 82fbe7c | 2019-04-02 15:19:08 +0100 | [diff] [blame] | 35 | if (it != std::end(info.m_InputTensorInfos)) |
| 36 | { |
| 37 | return true; |
| 38 | } |
Ferran Balaguer | d73d14f | 2019-06-10 10:29:54 +0100 | [diff] [blame] | 39 | it = std::find_if(std::begin(info.m_OutputTensorInfos), std::end(info.m_OutputTensorInfos), checkType); |
Jim Flynn | 82fbe7c | 2019-04-02 15:19:08 +0100 | [diff] [blame] | 40 | if (it != std::end(info.m_OutputTensorInfos)) |
| 41 | { |
| 42 | return true; |
| 43 | } |
| 44 | return false; |
| 45 | } |
| 46 | |
Ferran Balaguer | d73d14f | 2019-06-10 10:29:54 +0100 | [diff] [blame] | 47 | bool IsFloat16(const WorkloadInfo& info) |
| 48 | { |
| 49 | return IsDataType<DataType::Float16>(info); |
| 50 | } |
| 51 | |
nikraj01 | 99a6631 | 2019-06-06 10:31:27 +0100 | [diff] [blame] | 52 | bool IsUint8(const WorkloadInfo& info) |
| 53 | { |
Ferran Balaguer | d73d14f | 2019-06-10 10:29:54 +0100 | [diff] [blame] | 54 | return IsDataType<DataType::QuantisedAsymm8>(info); |
nikraj01 | 99a6631 | 2019-06-06 10:31:27 +0100 | [diff] [blame] | 55 | } |
| 56 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 57 | RefWorkloadFactory::RefWorkloadFactory() |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 58 | { |
| 59 | } |
| 60 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 61 | const BackendId& RefWorkloadFactory::GetBackendId() const |
| 62 | { |
| 63 | return s_Id; |
| 64 | } |
| 65 | |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 66 | bool RefWorkloadFactory::IsLayerSupported(const Layer& layer, |
| 67 | Optional<DataType> dataType, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 68 | std::string& outReasonIfUnsupported) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 69 | { |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 70 | return IWorkloadFactory::IsLayerSupported(s_Id, layer, dataType, outReasonIfUnsupported); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 71 | } |
| 72 | |
| 73 | std::unique_ptr<ITensorHandle> RefWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo) const |
| 74 | { |
| 75 | return std::make_unique<ScopedCpuTensorHandle>(tensorInfo); |
| 76 | } |
| 77 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 78 | std::unique_ptr<ITensorHandle> RefWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
| 79 | DataLayout dataLayout) const |
| 80 | { |
| 81 | return std::make_unique<ScopedCpuTensorHandle>(tensorInfo); |
| 82 | } |
| 83 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 84 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 85 | const WorkloadInfo& info) const |
| 86 | { |
| 87 | if (info.m_InputTensorInfos.empty() ) |
| 88 | { |
| 89 | throw InvalidArgumentException("RefWorkloadFactory::CreateInput: Input cannot be zero length"); |
| 90 | } |
| 91 | if (info.m_OutputTensorInfos.empty()) |
| 92 | { |
| 93 | throw InvalidArgumentException("RefWorkloadFactory::CreateInput: Output cannot be zero length"); |
| 94 | } |
| 95 | |
| 96 | if (info.m_InputTensorInfos[0].GetNumBytes() != info.m_OutputTensorInfos[0].GetNumBytes()) |
| 97 | { |
| 98 | throw InvalidArgumentException("RefWorkloadFactory::CreateInput: data input and output differ in byte count."); |
| 99 | } |
| 100 | |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 101 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 102 | } |
| 103 | |
| 104 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, |
| 105 | const WorkloadInfo& info) const |
| 106 | { |
| 107 | if (info.m_InputTensorInfos.empty() ) |
| 108 | { |
| 109 | throw InvalidArgumentException("RefWorkloadFactory::CreateOutput: Input cannot be zero length"); |
| 110 | } |
| 111 | if (info.m_OutputTensorInfos.empty()) |
| 112 | { |
| 113 | throw InvalidArgumentException("RefWorkloadFactory::CreateOutput: Output cannot be zero length"); |
| 114 | } |
| 115 | if (info.m_InputTensorInfos[0].GetNumBytes() != info.m_OutputTensorInfos[0].GetNumBytes()) |
| 116 | { |
| 117 | throw InvalidArgumentException("RefWorkloadFactory::CreateOutput: data input and output differ in byte count."); |
| 118 | } |
| 119 | |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 120 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 121 | } |
| 122 | |
| 123 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, |
| 124 | const WorkloadInfo& info) const |
| 125 | { |
Nattapat Chaimanowong | ae2c5f0 | 2019-04-24 16:19:57 +0100 | [diff] [blame] | 126 | if (IsFloat16(info)) |
| 127 | { |
| 128 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 129 | } |
| 130 | return std::make_unique<RefActivationWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 131 | } |
| 132 | |
| 133 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 134 | const WorkloadInfo& info) const |
| 135 | { |
nikraj01 | a121de3 | 2019-05-29 10:51:05 +0100 | [diff] [blame] | 136 | if (IsFloat16(info)) |
| 137 | { |
| 138 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 139 | } |
| 140 | return std::make_unique<RefSoftmaxWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 141 | } |
| 142 | |
| 143 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 144 | const WorkloadInfo& info) const |
| 145 | { |
Ruomei Yan | 25339c3 | 2019-05-28 16:48:20 +0100 | [diff] [blame] | 146 | if (IsFloat16(info)) |
| 147 | { |
| 148 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 149 | } |
| 150 | return std::make_unique<RefSplitterWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 151 | } |
| 152 | |
| 153 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 154 | const WorkloadInfo& info) const |
| 155 | { |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 156 | return CreateConcat(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 157 | } |
| 158 | |
| 159 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateFullyConnected( |
| 160 | const FullyConnectedQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 161 | { |
Francis Murtagh | 43aec58 | 2019-05-27 12:14:10 +0100 | [diff] [blame] | 162 | return std::make_unique<RefFullyConnectedWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 163 | } |
| 164 | |
| 165 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
| 166 | const WorkloadInfo& info) const |
| 167 | { |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 168 | return MakeWorkloadHelper<RefPermuteFloat16Workload, RefPermuteFloat32Workload, RefPermuteUint8Workload, |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 169 | NullWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 170 | } |
| 171 | |
| 172 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 173 | const WorkloadInfo& info) const |
| 174 | { |
Teresa Charlin | a3b2047 | 2019-06-06 11:12:32 +0100 | [diff] [blame] | 175 | if (IsFloat16(info)) |
| 176 | { |
| 177 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 178 | } |
| 179 | return std::make_unique<RefPooling2dWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 180 | } |
| 181 | |
| 182 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateConvolution2d( |
| 183 | const Convolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 184 | { |
Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 185 | return std::make_unique<RefConvolution2dWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 186 | } |
| 187 | |
Ruomei Yan | 495852f | 2019-05-23 11:37:33 +0100 | [diff] [blame] | 188 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateDepthwiseConvolution2d( |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 189 | const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 190 | { |
Ruomei Yan | 495852f | 2019-05-23 11:37:33 +0100 | [diff] [blame] | 191 | return std::make_unique<RefDepthwiseConvolution2dWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 192 | } |
| 193 | |
Narumol Prangnawarat | 94dd5d8 | 2019-01-23 18:06:26 +0000 | [diff] [blame] | 194 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateDetectionPostProcess( |
| 195 | const armnn::DetectionPostProcessQueueDescriptor& descriptor, const armnn::WorkloadInfo& info) const |
| 196 | { |
Aron Virginas-Tar | 6331f91 | 2019-06-03 17:10:02 +0100 | [diff] [blame] | 197 | return std::make_unique<RefDetectionPostProcessWorkload>(descriptor, info); |
Narumol Prangnawarat | 94dd5d8 | 2019-01-23 18:06:26 +0000 | [diff] [blame] | 198 | } |
| 199 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 200 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateNormalization( |
| 201 | const NormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 202 | { |
Matteo Martincigh | 2fc70c5 | 2019-06-05 14:12:48 +0100 | [diff] [blame] | 203 | return std::make_unique<RefNormalizationWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 204 | } |
| 205 | |
| 206 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 207 | const WorkloadInfo& info) const |
| 208 | { |
Jim Flynn | 82fbe7c | 2019-04-02 15:19:08 +0100 | [diff] [blame] | 209 | if (IsFloat16(info)) |
| 210 | { |
| 211 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 212 | } |
Sadik Armagan | 2e6dc3a | 2019-04-03 17:48:18 +0100 | [diff] [blame] | 213 | return std::make_unique<RefAdditionWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 214 | } |
| 215 | |
| 216 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateMultiplication( |
| 217 | const MultiplicationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 218 | { |
Jim Flynn | 82fbe7c | 2019-04-02 15:19:08 +0100 | [diff] [blame] | 219 | if (IsFloat16(info)) |
| 220 | { |
| 221 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 222 | } |
Sadik Armagan | 2e6dc3a | 2019-04-03 17:48:18 +0100 | [diff] [blame] | 223 | return std::make_unique<RefMultiplicationWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 224 | } |
| 225 | |
| 226 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateBatchNormalization( |
| 227 | const BatchNormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 228 | { |
Matteo Martincigh | 3122bd5 | 2019-06-03 16:54:25 +0100 | [diff] [blame] | 229 | return std::make_unique<RefBatchNormalizationWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 230 | } |
| 231 | |
| 232 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 233 | const WorkloadInfo& info) const |
| 234 | { |
| 235 | if (descriptor.m_Inputs.empty()) |
| 236 | { |
| 237 | throw InvalidArgumentException("RefWorkloadFactory: CreateMemCopy() expected an input tensor."); |
| 238 | } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 239 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 240 | } |
| 241 | |
| 242 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, |
| 243 | const WorkloadInfo& info) const |
| 244 | { |
Ellen Norris-Thompson | 719d2a9 | 2019-06-12 10:23:57 +0100 | [diff] [blame] | 245 | if (IsFloat16(info)) |
| 246 | { |
| 247 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 248 | } |
| 249 | return std::make_unique<RefResizeBilinearWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 250 | } |
| 251 | |
| 252 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateFakeQuantization( |
| 253 | const FakeQuantizationQueueDescriptor& descriptor, |
| 254 | const WorkloadInfo& info) const |
| 255 | { |
| 256 | return MakeWorkload<RefFakeQuantizationFloat32Workload, NullWorkload>(descriptor, info); |
| 257 | } |
| 258 | |
| 259 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 260 | const WorkloadInfo& info) const |
| 261 | { |
Ferran Balaguer | c6138d8 | 2019-06-13 17:23:50 +0100 | [diff] [blame] | 262 | if (IsFloat16(info)) |
Ferran Balaguer | d73d14f | 2019-06-10 10:29:54 +0100 | [diff] [blame] | 263 | { |
| 264 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 265 | } |
| 266 | return std::make_unique<RefL2NormalizationWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 267 | } |
| 268 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 269 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateConcat(const ConcatQueueDescriptor& descriptor, |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 270 | const WorkloadInfo& info) const |
| 271 | { |
| 272 | if (IsFloat16(info)) |
| 273 | { |
| 274 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 275 | } |
| 276 | return std::make_unique<RefConcatWorkload>(descriptor, info); |
| 277 | } |
| 278 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 279 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
| 280 | const WorkloadInfo& info) const |
| 281 | { |
Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 282 | return std::make_unique<RefConstantWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 283 | } |
| 284 | |
| 285 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 286 | const WorkloadInfo& info) const |
| 287 | { |
Nina Drozd | 2f2778f | 2019-05-27 10:37:05 +0100 | [diff] [blame] | 288 | return std::make_unique<RefReshapeWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 289 | } |
| 290 | |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 291 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 292 | const WorkloadInfo& info) const |
| 293 | { |
nikraj01 | 22f0f2b | 2019-05-30 17:29:32 +0100 | [diff] [blame] | 294 | if (IsFloat16(info)) |
| 295 | { |
| 296 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 297 | } |
| 298 | return std::make_unique<RefSpaceToBatchNdWorkload>(descriptor, info); |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 299 | } |
| 300 | |
Keith Davis | a57eccb | 2019-06-14 17:33:22 +0100 | [diff] [blame] | 301 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateSpaceToDepth(const armnn::SpaceToDepthQueueDescriptor& descriptor, |
| 302 | const armnn::WorkloadInfo& info) const |
| 303 | { |
| 304 | if (IsFloat16(info)) |
| 305 | { |
| 306 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 307 | } |
| 308 | return std::make_unique<RefSpaceToDepthWorkload>(descriptor, info); |
| 309 | } |
| 310 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 311 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 312 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 313 | { |
James Conroy | 83735b1 | 2019-05-30 16:36:59 +0100 | [diff] [blame] | 314 | return std::make_unique<RefFloorWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 315 | } |
| 316 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 317 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 318 | const WorkloadInfo& info) const |
| 319 | { |
Nattapat Chaimanowong | eb2b329 | 2019-05-07 12:02:30 +0100 | [diff] [blame] | 320 | return std::make_unique<RefLstmWorkload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 321 | } |
| 322 | |
| 323 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateConvertFp16ToFp32( |
| 324 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 325 | const WorkloadInfo& info) const |
| 326 | { |
| 327 | return std::make_unique<RefConvertFp16ToFp32Workload>(descriptor, info); |
| 328 | } |
| 329 | |
| 330 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateConvertFp32ToFp16( |
| 331 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 332 | const WorkloadInfo& info) const |
| 333 | { |
| 334 | return std::make_unique<RefConvertFp32ToFp16Workload>(descriptor, info); |
| 335 | } |
| 336 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 337 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateDivision( |
| 338 | const DivisionQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 339 | { |
Jim Flynn | 82fbe7c | 2019-04-02 15:19:08 +0100 | [diff] [blame] | 340 | if (IsFloat16(info)) |
| 341 | { |
| 342 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 343 | } |
Sadik Armagan | 2e6dc3a | 2019-04-03 17:48:18 +0100 | [diff] [blame] | 344 | return std::make_unique<RefDivisionWorkload>(descriptor, info); |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 345 | } |
| 346 | |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 347 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateSubtraction( |
| 348 | const SubtractionQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 349 | { |
Jim Flynn | 82fbe7c | 2019-04-02 15:19:08 +0100 | [diff] [blame] | 350 | if (IsFloat16(info)) |
| 351 | { |
| 352 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 353 | } |
Sadik Armagan | 2e6dc3a | 2019-04-03 17:48:18 +0100 | [diff] [blame] | 354 | return std::make_unique<RefSubtractionWorkload>(descriptor, info); |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 355 | } |
| 356 | |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 357 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateMaximum( |
| 358 | const MaximumQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 359 | { |
Sadik Armagan | 2e6dc3a | 2019-04-03 17:48:18 +0100 | [diff] [blame] | 360 | return std::make_unique<RefMaximumWorkload>(descriptor, info); |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 361 | } |
| 362 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 363 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateMean( |
| 364 | const MeanQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 365 | { |
James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 366 | if (IsFloat16(info)) |
| 367 | { |
| 368 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 369 | } |
| 370 | return std::make_unique<RefMeanWorkload>(descriptor, info); |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 371 | } |
| 372 | |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 373 | std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateMinimum( |
| 374 | const MinimumQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 375 | { |
Sadik Armagan | 2e6dc3a | 2019-04-03 17:48:18 +0100 | [diff] [blame] | 376 | return std::make_unique<RefMinimumWorkload>(descriptor, info); |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 377 | } |
| 378 | |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 379 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, |
| 380 | const WorkloadInfo& info) const |
| 381 | { |
Mohamed Nour Abouelseoud | dd6acea | 2018-10-18 12:26:19 +0100 | [diff] [blame] | 382 | return MakeWorkload<RefPadFloat32Workload, RefPadUint8Workload>(descriptor, info); |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 383 | } |
| 384 | |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 385 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateEqual(const EqualQueueDescriptor& descriptor, |
| 386 | const WorkloadInfo& info) const |
| 387 | { |
Sadik Armagan | 2e6dc3a | 2019-04-03 17:48:18 +0100 | [diff] [blame] | 388 | return std::make_unique<RefEqualWorkload>(descriptor, info); |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 389 | } |
| 390 | |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 391 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor, |
| 392 | const WorkloadInfo& info) const |
| 393 | { |
| 394 | return MakeWorkload<RefBatchToSpaceNdFloat32Workload, RefBatchToSpaceNdUint8Workload>(descriptor, info); |
| 395 | } |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 396 | |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 397 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, |
| 398 | const WorkloadInfo& info) const |
| 399 | { |
Matteo Martincigh | e851b3d | 2019-05-28 14:31:20 +0100 | [diff] [blame] | 400 | return std::make_unique<RefStridedSliceWorkload>(descriptor, info); |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 401 | } |
| 402 | |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 403 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateGreater(const GreaterQueueDescriptor& descriptor, |
| 404 | const WorkloadInfo& info) const |
| 405 | { |
Sadik Armagan | 2e6dc3a | 2019-04-03 17:48:18 +0100 | [diff] [blame] | 406 | return std::make_unique<RefGreaterWorkload>(descriptor, info); |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 407 | } |
| 408 | |
Nattapat Chaimanowong | a9a1cf1 | 2018-12-03 16:06:49 +0000 | [diff] [blame] | 409 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateDebug(const DebugQueueDescriptor& descriptor, |
| 410 | const WorkloadInfo& info) const |
| 411 | { |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 412 | return MakeWorkload<RefDebugFloat32Workload, RefDebugUint8Workload>(descriptor, info); |
Nattapat Chaimanowong | a9a1cf1 | 2018-12-03 16:06:49 +0000 | [diff] [blame] | 413 | } |
| 414 | |
Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 415 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateRsqrt(const RsqrtQueueDescriptor& descriptor, |
| 416 | const WorkloadInfo& info) const |
| 417 | { |
nikraj01 | 99a6631 | 2019-06-06 10:31:27 +0100 | [diff] [blame] | 418 | if (IsFloat16(info)) |
| 419 | { |
| 420 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 421 | } |
nikraj01 | 99a6631 | 2019-06-06 10:31:27 +0100 | [diff] [blame] | 422 | return std::make_unique<RefRsqrtWorkload>(descriptor, info); |
Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 423 | } |
| 424 | |
narpra01 | 4951d84 | 2019-01-18 16:53:53 +0000 | [diff] [blame] | 425 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateGather(const armnn::GatherQueueDescriptor& descriptor, |
| 426 | const armnn::WorkloadInfo& info) const |
| 427 | { |
| 428 | return MakeWorkload<RefGatherFloat32Workload, RefGatherUint8Workload>(descriptor, info); |
| 429 | } |
| 430 | |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 431 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor, |
| 432 | const WorkloadInfo& info) const |
| 433 | { |
| 434 | return nullptr; |
| 435 | } |
| 436 | |
Derek Lamberti | 5f400d6 | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 437 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateQuantize(const QuantizeQueueDescriptor& descriptor, |
| 438 | const WorkloadInfo& info) const |
| 439 | { |
| 440 | return std::make_unique<RefQuantizeWorkload>(descriptor, info); |
| 441 | } |
| 442 | |
Nattapat Chaimanowong | 8a54ac0 | 2019-03-29 15:25:04 +0000 | [diff] [blame] | 443 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreateDequantize(const DequantizeQueueDescriptor& descriptor, |
| 444 | const WorkloadInfo& info) const |
| 445 | { |
Nattapat Chaimanowong | afa4e3a | 2019-04-02 11:41:45 +0100 | [diff] [blame] | 446 | return std::make_unique<RefDequantizeWorkload>(descriptor, info); |
Nattapat Chaimanowong | 8a54ac0 | 2019-03-29 15:25:04 +0000 | [diff] [blame] | 447 | } |
| 448 | |
Matteo Martincigh | ab9e525 | 2019-06-13 17:27:46 +0100 | [diff] [blame] | 449 | std::unique_ptr<IWorkload> RefWorkloadFactory::CreatePrelu(const PreluQueueDescriptor& descriptor, |
| 450 | const WorkloadInfo& info) const |
| 451 | { |
| 452 | if (IsFloat16(info)) |
| 453 | { |
| 454 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 455 | } |
| 456 | return std::make_unique<RefPreluWorkload>(descriptor, info); |
| 457 | } |
| 458 | |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 459 | } // namespace armnn |