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 | // |
| 5 | #include "NeonWorkloadFactory.hpp" |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 6 | #include "NeonBackendId.hpp" |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 7 | #include <armnn/Utils.hpp> |
| 8 | #include <backends/CpuTensorHandle.hpp> |
| 9 | #include <Layer.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 10 | |
| 11 | #ifdef ARMCOMPUTENEON_ENABLED |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 12 | #include <arm_compute/runtime/Allocator.h> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 13 | |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 14 | #include <backends/MemCopyWorkload.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 15 | #include "NeonTensorHandle.hpp" |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 16 | #include "workloads/NeonWorkloadUtils.hpp" |
| 17 | #include "workloads/NeonWorkloads.hpp" |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 18 | |
Aron Virginas-Tar | f9aeef0 | 2018-10-12 15:18:03 +0100 | [diff] [blame] | 19 | #include <backends/aclCommon/memory/IPoolManager.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 20 | #endif |
| 21 | |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 22 | #include <backends/MakeWorkloadHelper.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 23 | |
| 24 | #include <boost/polymorphic_cast.hpp> |
| 25 | |
| 26 | namespace armnn |
| 27 | { |
| 28 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 29 | namespace |
| 30 | { |
| 31 | static const BackendId s_Id{NeonBackendId()}; |
| 32 | } |
| 33 | |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 34 | bool NeonWorkloadFactory::IsLayerSupported(const Layer& layer, |
| 35 | Optional<DataType> dataType, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 36 | std::string& outReasonIfUnsupported) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 37 | { |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 38 | return IWorkloadFactory::IsLayerSupported(s_Id, layer, dataType, outReasonIfUnsupported); |
| 39 | } |
| 40 | |
| 41 | const BackendId& NeonWorkloadFactory::GetBackendId() const |
| 42 | { |
| 43 | return s_Id; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 44 | } |
| 45 | |
| 46 | #ifdef ARMCOMPUTENEON_ENABLED |
| 47 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 48 | NeonWorkloadFactory::NeonWorkloadFactory() |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 49 | : m_MemoryManager(std::make_unique<arm_compute::Allocator>(), BaseMemoryManager::MemoryAffinity::Offset) |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 50 | { |
| 51 | } |
| 52 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 53 | std::unique_ptr<ITensorHandle> NeonWorkloadFactory::CreateSubTensorHandle(ITensorHandle& parent, |
| 54 | TensorShape const& subTensorShape, |
| 55 | unsigned int const* subTensorOrigin) const |
| 56 | { |
| 57 | BOOST_ASSERT(parent.GetType() == ITensorHandle::Neon); |
| 58 | |
| 59 | const arm_compute::TensorShape shape = armcomputetensorutils::BuildArmComputeTensorShape(subTensorShape); |
| 60 | |
| 61 | arm_compute::Coordinates coords; |
| 62 | coords.set_num_dimensions(subTensorShape.GetNumDimensions()); |
| 63 | for (unsigned int i = 0; i < subTensorShape.GetNumDimensions(); i++) |
| 64 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 65 | // Arm compute indexes tensor coords in reverse order. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 66 | unsigned int revertedIndex = subTensorShape.GetNumDimensions() - i - 1; |
| 67 | coords.set(i, boost::numeric_cast<int>(subTensorOrigin[revertedIndex])); |
| 68 | } |
| 69 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 70 | return std::make_unique<NeonSubTensorHandle>( |
| 71 | boost::polymorphic_downcast<INeonTensorHandle*>(&parent), shape, coords); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 72 | } |
| 73 | |
| 74 | std::unique_ptr<ITensorHandle> NeonWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo) const |
| 75 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 76 | auto tensorHandle = std::make_unique<NeonTensorHandle>(tensorInfo); |
| 77 | tensorHandle->SetMemoryGroup(m_MemoryManager.GetInterLayerMemoryGroup()); |
| 78 | |
| 79 | return tensorHandle; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 80 | } |
| 81 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 82 | std::unique_ptr<ITensorHandle> NeonWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
| 83 | DataLayout dataLayout) const |
| 84 | { |
| 85 | auto tensorHandle = std::make_unique<NeonTensorHandle>(tensorInfo, dataLayout); |
| 86 | tensorHandle->SetMemoryGroup(m_MemoryManager.GetInterLayerMemoryGroup()); |
| 87 | |
| 88 | return tensorHandle; |
| 89 | } |
| 90 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 91 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 92 | const WorkloadInfo& info) const |
| 93 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 94 | return MakeWorkloadHelper<CopyMemGenericWorkload, CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 95 | } |
| 96 | |
| 97 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, |
| 98 | const WorkloadInfo& info) const |
| 99 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 100 | return MakeWorkloadHelper<CopyMemGenericWorkload, CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 101 | } |
| 102 | |
| 103 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, |
| 104 | const WorkloadInfo& info) const |
| 105 | { |
Nattapat Chaimanowong | d4b7059 | 2018-10-12 11:21:49 +0100 | [diff] [blame] | 106 | return std::make_unique<NeonActivationWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 107 | } |
| 108 | |
| 109 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 110 | const WorkloadInfo& info) const |
| 111 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 112 | return MakeWorkloadHelper<NeonSoftmaxFloatWorkload, NeonSoftmaxUint8Workload>(descriptor, info, |
| 113 | m_MemoryManager.GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 114 | } |
| 115 | |
| 116 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 117 | const WorkloadInfo& info) const |
| 118 | { |
Nattapat Chaimanowong | 14766d7 | 2018-10-12 15:09:53 +0100 | [diff] [blame] | 119 | return std::make_unique<NeonSplitterWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 120 | } |
| 121 | |
| 122 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 123 | const WorkloadInfo& info) const |
| 124 | { |
Nattapat Chaimanowong | f3eb46d | 2018-10-12 13:54:09 +0100 | [diff] [blame] | 125 | return std::make_unique<NeonMergerWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 126 | } |
| 127 | |
| 128 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateFullyConnected( |
| 129 | const FullyConnectedQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 130 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 131 | return MakeWorkloadHelper<NeonFullyConnectedWorkload, NeonFullyConnectedWorkload>(descriptor, info, |
| 132 | m_MemoryManager.GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 133 | } |
| 134 | |
| 135 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
| 136 | const WorkloadInfo& info) const |
| 137 | { |
Nattapat Chaimanowong | 1d32006 | 2018-10-12 14:14:44 +0100 | [diff] [blame] | 138 | return std::make_unique<NeonPermuteWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 139 | } |
| 140 | |
| 141 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 142 | const WorkloadInfo& info) const |
| 143 | { |
Nattapat Chaimanowong | 5d2e700 | 2018-10-12 16:03:56 +0100 | [diff] [blame] | 144 | return std::make_unique<NeonPooling2dWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 145 | } |
| 146 | |
| 147 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateConvolution2d( |
| 148 | const Convolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 149 | { |
Nattapat Chaimanowong | 974b65f | 2018-10-15 15:07:34 +0100 | [diff] [blame] | 150 | return std::make_unique<NeonConvolution2dWorkload>(descriptor, info, |
| 151 | m_MemoryManager.GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 152 | } |
| 153 | |
| 154 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateDepthwiseConvolution2d( |
| 155 | const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 156 | { |
Nattapat Chaimanowong | 7714088 | 2018-10-17 11:12:19 +0100 | [diff] [blame] | 157 | return std::make_unique<NeonDepthwiseConvolutionWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 158 | } |
| 159 | |
| 160 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateNormalization( |
| 161 | const NormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 162 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 163 | return MakeWorkloadHelper<NeonNormalizationFloatWorkload, NullWorkload>(descriptor, info, |
| 164 | m_MemoryManager.GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 165 | } |
| 166 | |
| 167 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 168 | const WorkloadInfo& info) const |
| 169 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 170 | return MakeWorkloadHelper<NeonAdditionFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 171 | } |
| 172 | |
| 173 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateMultiplication( |
| 174 | const MultiplicationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 175 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 176 | return MakeWorkloadHelper<NeonMultiplicationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 177 | } |
| 178 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 179 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateDivision( |
| 180 | const DivisionQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 181 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 182 | return MakeWorkloadHelper<NullWorkload, NullWorkload>(descriptor, info); |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 183 | } |
| 184 | |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 185 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateSubtraction( |
| 186 | const SubtractionQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 187 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 188 | return MakeWorkloadHelper<NeonSubtractionFloatWorkload, NullWorkload>(descriptor, info); |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 189 | } |
| 190 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 191 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateBatchNormalization( |
| 192 | const BatchNormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 193 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 194 | return MakeWorkloadHelper<NeonBatchNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 195 | } |
| 196 | |
| 197 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 198 | const WorkloadInfo& info) const |
| 199 | { |
| 200 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 201 | { |
| 202 | throw InvalidArgumentException("NeonWorkloadFactory: Invalid null input for MemCopy workload"); |
| 203 | } |
| 204 | |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 205 | return MakeWorkloadHelper<CopyMemGenericWorkload, CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 206 | } |
| 207 | |
| 208 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateResizeBilinear( |
| 209 | const ResizeBilinearQueueDescriptor& descriptor, |
| 210 | const WorkloadInfo& info) const |
| 211 | { |
| 212 | return nullptr; |
| 213 | } |
| 214 | |
| 215 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateFakeQuantization( |
| 216 | const FakeQuantizationQueueDescriptor& descriptor, |
| 217 | const WorkloadInfo& info) const |
| 218 | { |
| 219 | return nullptr; |
| 220 | } |
| 221 | |
| 222 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 223 | const WorkloadInfo& info) const |
| 224 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 225 | return MakeWorkloadHelper<NeonL2NormalizationFloatWorkload, NullWorkload>(descriptor, info, |
| 226 | m_MemoryManager.GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 227 | } |
| 228 | |
| 229 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
| 230 | const WorkloadInfo& info) const |
| 231 | { |
Nattapat Chaimanowong | 233b3d6 | 2018-10-12 12:02:18 +0100 | [diff] [blame] | 232 | return std::make_unique<NeonConstantWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 233 | } |
| 234 | |
| 235 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 236 | const WorkloadInfo& info) const |
| 237 | { |
Nattapat Chaimanowong | cce11fc | 2018-10-12 16:30:56 +0100 | [diff] [blame] | 238 | return std::make_unique<NeonReshapeWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 239 | } |
| 240 | |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame^] | 241 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 242 | const WorkloadInfo& info) const |
| 243 | { |
| 244 | return nullptr; |
| 245 | } |
| 246 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 247 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
| 248 | const WorkloadInfo& info) const |
| 249 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 250 | return MakeWorkloadHelper<NeonFloorFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 251 | } |
| 252 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 253 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 254 | const WorkloadInfo& info) const |
| 255 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 256 | return MakeWorkloadHelper<NeonLstmFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 257 | } |
| 258 | |
| 259 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateConvertFp16ToFp32( |
| 260 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 261 | const WorkloadInfo& info) const |
| 262 | { |
| 263 | return std::make_unique<NeonConvertFp16ToFp32Workload>(descriptor, info); |
| 264 | } |
| 265 | |
| 266 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateConvertFp32ToFp16( |
| 267 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 268 | const WorkloadInfo& info) const |
| 269 | { |
| 270 | return std::make_unique<NeonConvertFp32ToFp16Workload>(descriptor, info); |
| 271 | } |
| 272 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 273 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateMean(const MeanQueueDescriptor& descriptor, |
| 274 | const WorkloadInfo& info) const |
| 275 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 276 | return MakeWorkloadHelper<NullWorkload, NullWorkload>(descriptor, info); |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 277 | } |
| 278 | |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 279 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, |
| 280 | const WorkloadInfo& info) const |
| 281 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 282 | return MakeWorkloadHelper<NullWorkload, NullWorkload>(descriptor, info); |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 283 | } |
| 284 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 285 | void NeonWorkloadFactory::Finalize() |
| 286 | { |
| 287 | m_MemoryManager.Finalize(); |
| 288 | } |
| 289 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 290 | void NeonWorkloadFactory::Release() |
| 291 | { |
| 292 | m_MemoryManager.Release(); |
| 293 | } |
| 294 | |
| 295 | void NeonWorkloadFactory::Acquire() |
| 296 | { |
| 297 | m_MemoryManager.Acquire(); |
| 298 | } |
| 299 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 300 | #else // Compiled without ArmCompute libs |
| 301 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 302 | NeonWorkloadFactory::NeonWorkloadFactory() |
| 303 | { |
| 304 | } |
| 305 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 306 | std::unique_ptr<ITensorHandle> NeonWorkloadFactory::CreateSubTensorHandle(ITensorHandle& parent, |
| 307 | TensorShape const& subTensorShape, |
| 308 | unsigned int const* subTensorOrigin) const |
| 309 | { |
| 310 | return nullptr; |
| 311 | } |
| 312 | |
| 313 | std::unique_ptr<ITensorHandle> NeonWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo) const |
| 314 | { |
| 315 | return nullptr; |
| 316 | } |
| 317 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 318 | std::unique_ptr<ITensorHandle> NeonWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
| 319 | DataLayout dataLayout) const |
| 320 | { |
| 321 | return nullptr; |
| 322 | } |
| 323 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 324 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 325 | const WorkloadInfo& info) const |
| 326 | { |
| 327 | return nullptr; |
| 328 | } |
| 329 | |
| 330 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, |
| 331 | const WorkloadInfo& info) const |
| 332 | { |
| 333 | return nullptr; |
| 334 | } |
| 335 | |
| 336 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, |
| 337 | const WorkloadInfo& info) const |
| 338 | { |
| 339 | return nullptr; |
| 340 | } |
| 341 | |
| 342 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 343 | const WorkloadInfo& info) const |
| 344 | { |
| 345 | return nullptr; |
| 346 | } |
| 347 | |
| 348 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 349 | const WorkloadInfo& info) const |
| 350 | { |
| 351 | return nullptr; |
| 352 | } |
| 353 | |
| 354 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 355 | const WorkloadInfo& info) const |
| 356 | { |
| 357 | return nullptr; |
| 358 | } |
| 359 | |
| 360 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, |
| 361 | const WorkloadInfo& info) const |
| 362 | { |
| 363 | return nullptr; |
| 364 | } |
| 365 | |
| 366 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
| 367 | const WorkloadInfo& info) const |
| 368 | { |
| 369 | return nullptr; |
| 370 | } |
| 371 | |
| 372 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 373 | const WorkloadInfo& info) const |
| 374 | { |
| 375 | return nullptr; |
| 376 | } |
| 377 | |
| 378 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 379 | const WorkloadInfo& info) const |
| 380 | { |
| 381 | return nullptr; |
| 382 | } |
| 383 | |
| 384 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateDepthwiseConvolution2d( |
| 385 | const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 386 | { |
| 387 | return nullptr; |
| 388 | } |
| 389 | |
| 390 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 391 | const WorkloadInfo& info) const |
| 392 | { |
| 393 | return nullptr; |
| 394 | } |
| 395 | |
| 396 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 397 | const WorkloadInfo& info) const |
| 398 | { |
| 399 | return nullptr; |
| 400 | } |
| 401 | |
| 402 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateBatchNormalization(const BatchNormalizationQueueDescriptor& data, |
| 403 | const WorkloadInfo& info) const |
| 404 | { |
| 405 | return nullptr; |
| 406 | } |
| 407 | |
| 408 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateMultiplication(const MultiplicationQueueDescriptor& data, |
| 409 | const WorkloadInfo& info) const |
| 410 | { |
| 411 | return nullptr; |
| 412 | } |
| 413 | |
| 414 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 415 | const WorkloadInfo& info) const |
| 416 | { |
| 417 | return nullptr; |
| 418 | } |
| 419 | |
| 420 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, |
| 421 | const WorkloadInfo& info) const |
| 422 | { |
| 423 | return nullptr; |
| 424 | } |
| 425 | |
| 426 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateFakeQuantization( |
| 427 | const FakeQuantizationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 428 | { |
| 429 | return nullptr; |
| 430 | } |
| 431 | |
| 432 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 433 | const WorkloadInfo& info) const |
| 434 | { |
| 435 | return nullptr; |
| 436 | } |
| 437 | |
| 438 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
| 439 | const WorkloadInfo& info) const |
| 440 | { |
| 441 | return nullptr; |
| 442 | } |
| 443 | |
| 444 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 445 | const WorkloadInfo& info) const |
| 446 | { |
| 447 | return nullptr; |
| 448 | } |
| 449 | |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame^] | 450 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 451 | const WorkloadInfo& info) const |
| 452 | { |
| 453 | return nullptr; |
| 454 | } |
| 455 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 456 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
| 457 | const WorkloadInfo& info) const |
| 458 | { |
| 459 | return nullptr; |
| 460 | } |
| 461 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 462 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 463 | const WorkloadInfo& info) const |
| 464 | { |
| 465 | return nullptr; |
| 466 | } |
| 467 | |
| 468 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateConvertFp16ToFp32( |
| 469 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 470 | const WorkloadInfo& info) const |
| 471 | { |
| 472 | return nullptr; |
| 473 | } |
| 474 | |
| 475 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateConvertFp32ToFp16( |
| 476 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 477 | const WorkloadInfo& info) const |
| 478 | { |
| 479 | return nullptr; |
| 480 | } |
| 481 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 482 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateDivision(const DivisionQueueDescriptor& data, |
| 483 | const WorkloadInfo& info) const |
| 484 | { |
| 485 | return nullptr; |
| 486 | } |
| 487 | |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 488 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& data, |
| 489 | const WorkloadInfo& info) const |
| 490 | { |
| 491 | return nullptr; |
| 492 | } |
| 493 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 494 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateMean(const MeanQueueDescriptor& descriptor, |
| 495 | const WorkloadInfo& info) const |
| 496 | { |
| 497 | return nullptr; |
| 498 | } |
| 499 | |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 500 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, |
| 501 | const WorkloadInfo& info) const |
| 502 | { |
| 503 | return nullptr; |
| 504 | } |
| 505 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 506 | void NeonWorkloadFactory::Finalize() |
| 507 | {} |
| 508 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 509 | void NeonWorkloadFactory::Release() |
| 510 | {} |
| 511 | |
| 512 | void NeonWorkloadFactory::Acquire() |
| 513 | {} |
| 514 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 515 | #endif |
| 516 | |
| 517 | } //namespace armnn |