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 "ClWorkloadFactory.hpp" |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 6 | #include "ClBackendId.hpp" |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 7 | |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 8 | #include <armnn/Exceptions.hpp> |
| 9 | #include <armnn/Utils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 10 | |
| 11 | #include <string> |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 12 | #include <backends/CpuTensorHandle.hpp> |
| 13 | #include <Layer.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 14 | |
| 15 | #ifdef ARMCOMPUTECL_ENABLED |
| 16 | #include <arm_compute/core/CL/CLKernelLibrary.h> |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 17 | #include <arm_compute/runtime/CL/CLBufferAllocator.h> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 18 | #include <arm_compute/runtime/CL/CLScheduler.h> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 19 | |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 20 | #include <backends/MemCopyWorkload.hpp> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 21 | |
Aron Virginas-Tar | f9aeef0 | 2018-10-12 15:18:03 +0100 | [diff] [blame] | 22 | #include <backends/aclCommon/memory/IPoolManager.hpp> |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 23 | |
| 24 | #include <backends/cl/ClTensorHandle.hpp> |
| 25 | #include <backends/cl/workloads/ClWorkloads.hpp> |
| 26 | #include <backends/cl/workloads/ClWorkloadUtils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 27 | #endif |
| 28 | |
David Beck | ac42efd | 2018-09-26 17:41:13 +0100 | [diff] [blame] | 29 | #include <backends/MakeWorkloadHelper.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 30 | |
| 31 | #include <boost/polymorphic_cast.hpp> |
| 32 | #include <boost/format.hpp> |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 33 | #include <boost/log/trivial.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 34 | |
| 35 | namespace armnn |
| 36 | { |
| 37 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 38 | namespace |
| 39 | { |
| 40 | static const BackendId s_Id{ClBackendId()}; |
| 41 | } |
| 42 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 43 | bool ClWorkloadFactory::IsLayerSupported(const Layer& layer, |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 44 | Optional<DataType> dataType, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 45 | std::string& outReasonIfUnsupported) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 46 | { |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 47 | return IWorkloadFactory::IsLayerSupported(s_Id, layer, dataType, outReasonIfUnsupported); |
| 48 | } |
| 49 | |
| 50 | const BackendId& ClWorkloadFactory::GetBackendId() const |
| 51 | { |
| 52 | return s_Id; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 53 | } |
| 54 | |
| 55 | #ifdef ARMCOMPUTECL_ENABLED |
| 56 | |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 57 | template <typename FloatWorkload, typename Uint8Workload, typename QueueDescriptorType, typename... Args> |
| 58 | std::unique_ptr<IWorkload> ClWorkloadFactory::MakeWorkload(const QueueDescriptorType& descriptor, |
| 59 | const WorkloadInfo& info, |
| 60 | Args&&... args) |
| 61 | { |
| 62 | try |
| 63 | { |
| 64 | return MakeWorkloadHelper<FloatWorkload, Uint8Workload>(descriptor, info, std::forward<Args>(args)...); |
| 65 | } |
| 66 | catch (const cl::Error& clError) |
| 67 | { |
| 68 | throw WrapClError(clError, CHECK_LOCATION()); |
| 69 | } |
| 70 | } |
| 71 | |
| 72 | template <typename Workload, typename QueueDescriptorType, typename... Args> |
| 73 | std::unique_ptr<IWorkload> ClWorkloadFactory::MakeWorkload(const QueueDescriptorType& descriptor, |
| 74 | const WorkloadInfo& info, |
| 75 | Args&&... args) |
| 76 | { |
| 77 | try |
| 78 | { |
| 79 | return std::make_unique<Workload>(descriptor, info, std::forward<Args>(args)...); |
| 80 | } |
| 81 | catch (const cl::Error& clError) |
| 82 | { |
| 83 | throw WrapClError(clError, CHECK_LOCATION()); |
| 84 | } |
| 85 | } |
| 86 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 87 | ClWorkloadFactory::ClWorkloadFactory() |
| 88 | : m_MemoryManager(std::make_unique<arm_compute::CLBufferAllocator>()) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 89 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 90 | } |
| 91 | |
| 92 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo) const |
| 93 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 94 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo); |
| 95 | tensorHandle->SetMemoryGroup(m_MemoryManager.GetInterLayerMemoryGroup()); |
| 96 | |
| 97 | return tensorHandle; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 98 | } |
| 99 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 100 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
| 101 | DataLayout dataLayout) const |
| 102 | { |
| 103 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo, dataLayout); |
| 104 | tensorHandle->SetMemoryGroup(m_MemoryManager.GetInterLayerMemoryGroup()); |
| 105 | |
| 106 | return tensorHandle; |
| 107 | } |
| 108 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 109 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateSubTensorHandle(ITensorHandle& parent, |
| 110 | TensorShape const& subTensorShape, |
| 111 | unsigned int const* subTensorOrigin) const |
| 112 | { |
| 113 | BOOST_ASSERT(parent.GetType() == ITensorHandle::CL); |
| 114 | |
| 115 | arm_compute::Coordinates coords; |
| 116 | arm_compute::TensorShape shape = armcomputetensorutils::BuildArmComputeTensorShape(subTensorShape); |
| 117 | |
| 118 | coords.set_num_dimensions(subTensorShape.GetNumDimensions()); |
| 119 | for (unsigned int i = 0; i < subTensorShape.GetNumDimensions(); i++) |
| 120 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 121 | // Arm compute indexes tensor coords in reverse order. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 122 | unsigned int revertedIndex = subTensorShape.GetNumDimensions() - i - 1; |
| 123 | coords.set(i, boost::numeric_cast<int>(subTensorOrigin[revertedIndex])); |
| 124 | } |
| 125 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 126 | return std::make_unique<ClSubTensorHandle>( |
| 127 | boost::polymorphic_downcast<IClTensorHandle*>(&parent), shape, coords); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 128 | } |
| 129 | |
| 130 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 131 | const WorkloadInfo& info) const |
| 132 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 133 | return MakeWorkload<CopyMemGenericWorkload, CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 134 | } |
| 135 | |
| 136 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, |
| 137 | const WorkloadInfo& info) const |
| 138 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 139 | return MakeWorkload<CopyMemGenericWorkload, CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 140 | } |
| 141 | |
| 142 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, |
| 143 | const WorkloadInfo& info) const |
| 144 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 145 | return MakeWorkload<ClActivationWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 146 | } |
| 147 | |
| 148 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 149 | const WorkloadInfo& info) const |
| 150 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 151 | return MakeWorkload<ClSoftmaxFloatWorkload, ClSoftmaxUint8Workload>(descriptor, info, |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 152 | m_MemoryManager.GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 153 | } |
| 154 | |
| 155 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 156 | const WorkloadInfo& info) const |
| 157 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 158 | return MakeWorkload<ClSplitterWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 159 | } |
| 160 | |
| 161 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 162 | const WorkloadInfo& info) const |
| 163 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 164 | return MakeWorkload<ClMergerWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 165 | } |
| 166 | |
| 167 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateFullyConnected( |
| 168 | const FullyConnectedQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 169 | { |
Matthew Bentham | ab8cdc1 | 2018-09-17 11:17:41 +0100 | [diff] [blame] | 170 | return MakeWorkload<ClFullyConnectedWorkload, ClFullyConnectedWorkload>(descriptor, info, |
| 171 | m_MemoryManager.GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 172 | } |
| 173 | |
| 174 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
| 175 | const WorkloadInfo& info) const |
| 176 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 177 | return MakeWorkload<ClPermuteWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 178 | } |
| 179 | |
| 180 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 181 | const WorkloadInfo& info) const |
| 182 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 183 | return MakeWorkload<ClPooling2dWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 184 | } |
| 185 | |
| 186 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 187 | const WorkloadInfo& info) const |
| 188 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 189 | return MakeWorkload<ClConvolution2dWorkload>(descriptor, info, m_MemoryManager.GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 190 | } |
| 191 | |
| 192 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthwiseConvolution2d( |
| 193 | const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 194 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 195 | return MakeWorkload<ClDepthwiseConvolutionWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 196 | } |
| 197 | |
| 198 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 199 | const WorkloadInfo& info) const |
| 200 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 201 | return MakeWorkload<ClNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 202 | } |
| 203 | |
| 204 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 205 | const WorkloadInfo& info) const |
| 206 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 207 | return MakeWorkload<ClAdditionWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 208 | } |
| 209 | |
| 210 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateMultiplication( |
| 211 | const MultiplicationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 212 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 213 | return MakeWorkload<ClMultiplicationWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 214 | } |
| 215 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 216 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateDivision( |
| 217 | const DivisionQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 218 | { |
| 219 | return MakeWorkload<ClDivisionFloatWorkload, NullWorkload>(descriptor, info); |
| 220 | } |
| 221 | |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 222 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 223 | const WorkloadInfo& info) const |
| 224 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 225 | return MakeWorkload<ClSubtractionWorkload>(descriptor, info); |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 226 | } |
| 227 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 228 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateBatchNormalization( |
| 229 | const BatchNormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 230 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 231 | return MakeWorkload<ClBatchNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 232 | } |
| 233 | |
| 234 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 235 | const WorkloadInfo& info) const |
| 236 | { |
| 237 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 238 | { |
| 239 | throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemCopy workload"); |
| 240 | } |
| 241 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 242 | return MakeWorkload<CopyMemGenericWorkload, CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 243 | } |
| 244 | |
| 245 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateResizeBilinear( |
| 246 | const ResizeBilinearQueueDescriptor& descriptor, |
| 247 | const WorkloadInfo& info) const |
| 248 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 249 | return MakeWorkload<ClResizeBilinearFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 250 | } |
| 251 | |
| 252 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFakeQuantization( |
| 253 | const FakeQuantizationQueueDescriptor& descriptor, |
| 254 | const WorkloadInfo& info) const |
| 255 | { |
| 256 | return nullptr; |
| 257 | } |
| 258 | |
| 259 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 260 | const WorkloadInfo& info) const |
| 261 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 262 | return MakeWorkload<ClL2NormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 263 | } |
| 264 | |
| 265 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
| 266 | const WorkloadInfo& info) const |
| 267 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 268 | return MakeWorkload<ClConstantWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 269 | } |
| 270 | |
| 271 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 272 | const WorkloadInfo& info) const |
| 273 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 274 | return MakeWorkload<ClReshapeWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 275 | } |
| 276 | |
| 277 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
| 278 | const WorkloadInfo& info) const |
| 279 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 280 | return MakeWorkload<ClFloorFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 281 | } |
| 282 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 283 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 284 | const WorkloadInfo& info) const |
| 285 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 286 | return MakeWorkload<ClLstmFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 287 | } |
| 288 | |
| 289 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp16ToFp32( |
| 290 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 291 | const WorkloadInfo& info) const |
| 292 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 293 | return MakeWorkload<ClConvertFp16ToFp32Workload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 294 | } |
| 295 | |
| 296 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp32ToFp16( |
| 297 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 298 | const WorkloadInfo& info) const |
| 299 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 300 | return MakeWorkload<ClConvertFp32ToFp16Workload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 301 | } |
| 302 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 303 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMean(const MeanQueueDescriptor& descriptor, |
| 304 | const WorkloadInfo& info) const |
| 305 | { |
Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 306 | return std::make_unique<ClMeanWorkload>(descriptor, info); |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 307 | } |
| 308 | |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 309 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, |
| 310 | const WorkloadInfo& info) const |
| 311 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 312 | return MakeWorkload<ClPadWorkload>(descriptor, info); |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 313 | } |
| 314 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 315 | void ClWorkloadFactory::Finalize() |
| 316 | { |
| 317 | m_MemoryManager.Finalize(); |
| 318 | } |
| 319 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 320 | void ClWorkloadFactory::Release() |
| 321 | { |
| 322 | m_MemoryManager.Release(); |
| 323 | } |
| 324 | |
| 325 | void ClWorkloadFactory::Acquire() |
| 326 | { |
| 327 | m_MemoryManager.Acquire(); |
| 328 | } |
| 329 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 330 | #else // #if ARMCOMPUTECL_ENABLED |
| 331 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 332 | ClWorkloadFactory::ClWorkloadFactory() |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 333 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 334 | } |
| 335 | |
| 336 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo) const |
| 337 | { |
| 338 | return nullptr; |
| 339 | } |
| 340 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 341 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
| 342 | DataLayout dataLayout) const |
| 343 | { |
| 344 | return nullptr; |
| 345 | } |
| 346 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 347 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateSubTensorHandle(ITensorHandle& parent, |
| 348 | TensorShape const& subTensorShape, |
| 349 | unsigned int const* subTensorOrigin) const |
| 350 | { |
| 351 | return nullptr; |
| 352 | } |
| 353 | |
| 354 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 355 | const WorkloadInfo& info) const |
| 356 | { |
| 357 | return nullptr; |
| 358 | } |
| 359 | |
| 360 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, |
| 361 | const WorkloadInfo& info) const |
| 362 | { |
| 363 | return nullptr; |
| 364 | } |
| 365 | |
| 366 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, |
| 367 | const WorkloadInfo& info) const |
| 368 | { |
| 369 | return nullptr; |
| 370 | } |
| 371 | |
| 372 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 373 | const WorkloadInfo& info) const |
| 374 | { |
| 375 | return nullptr; |
| 376 | } |
| 377 | |
| 378 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 379 | const WorkloadInfo& info) const |
| 380 | { |
| 381 | return nullptr; |
| 382 | } |
| 383 | |
| 384 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 385 | const WorkloadInfo& info) const |
| 386 | { |
| 387 | return nullptr; |
| 388 | } |
| 389 | |
| 390 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, |
| 391 | const WorkloadInfo& info) const |
| 392 | { |
| 393 | return nullptr; |
| 394 | } |
| 395 | |
| 396 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
| 397 | const WorkloadInfo& info) const |
| 398 | { |
| 399 | return nullptr; |
| 400 | } |
| 401 | |
| 402 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 403 | const WorkloadInfo& info) const |
| 404 | { |
| 405 | return nullptr; |
| 406 | } |
| 407 | |
| 408 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 409 | const WorkloadInfo& info) const |
| 410 | { |
| 411 | return nullptr; |
| 412 | } |
| 413 | |
| 414 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthwiseConvolution2d( |
| 415 | const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 416 | { |
| 417 | return nullptr; |
| 418 | } |
| 419 | |
| 420 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 421 | const WorkloadInfo& info) const |
| 422 | { |
| 423 | return nullptr; |
| 424 | } |
| 425 | |
| 426 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 427 | const WorkloadInfo& info) const |
| 428 | { |
| 429 | return nullptr; |
| 430 | } |
| 431 | |
| 432 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, |
| 433 | const WorkloadInfo& info) const |
| 434 | { |
| 435 | return nullptr; |
| 436 | } |
| 437 | |
| 438 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateBatchNormalization( |
| 439 | const BatchNormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 440 | { |
| 441 | return nullptr; |
| 442 | } |
| 443 | |
| 444 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 445 | const WorkloadInfo& info) const |
| 446 | { |
| 447 | return nullptr; |
| 448 | } |
| 449 | |
| 450 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, |
| 451 | const WorkloadInfo& info) const |
| 452 | { |
| 453 | return nullptr; |
| 454 | } |
| 455 | |
| 456 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor, |
| 457 | const WorkloadInfo& info) const |
| 458 | { |
| 459 | return nullptr; |
| 460 | } |
| 461 | |
| 462 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 463 | const WorkloadInfo& info) const |
| 464 | { |
| 465 | return nullptr; |
| 466 | } |
| 467 | |
| 468 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
| 469 | const WorkloadInfo& info) const |
| 470 | { |
| 471 | return nullptr; |
| 472 | } |
| 473 | |
| 474 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 475 | const WorkloadInfo& info) const |
| 476 | { |
| 477 | return nullptr; |
| 478 | } |
| 479 | |
| 480 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
| 481 | const WorkloadInfo& info) const |
| 482 | { |
| 483 | return nullptr; |
| 484 | } |
| 485 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 486 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 487 | const WorkloadInfo& info) const |
| 488 | { |
| 489 | return nullptr; |
| 490 | } |
| 491 | |
| 492 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp16ToFp32( |
| 493 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 494 | const WorkloadInfo& info) const |
| 495 | { |
| 496 | return nullptr; |
| 497 | } |
| 498 | |
| 499 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp32ToFp16( |
| 500 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 501 | const WorkloadInfo& info) const |
| 502 | { |
| 503 | return nullptr; |
| 504 | } |
| 505 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 506 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDivision(const DivisionQueueDescriptor& descriptor, |
| 507 | const WorkloadInfo& info) const |
| 508 | { |
| 509 | return nullptr; |
| 510 | } |
| 511 | |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 512 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 513 | const WorkloadInfo& info) const |
| 514 | { |
| 515 | return nullptr; |
| 516 | } |
| 517 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 518 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMean(const MeanQueueDescriptor& descriptor, |
| 519 | const WorkloadInfo& info) const |
| 520 | { |
| 521 | return nullptr; |
| 522 | } |
| 523 | |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 524 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, |
| 525 | const WorkloadInfo& info) const |
| 526 | { |
| 527 | return nullptr; |
| 528 | } |
| 529 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 530 | void ClWorkloadFactory::Finalize() |
| 531 | { |
| 532 | } |
| 533 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 534 | void ClWorkloadFactory::Release() |
| 535 | { |
| 536 | } |
| 537 | |
| 538 | void ClWorkloadFactory::Acquire() |
| 539 | { |
| 540 | } |
| 541 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 542 | #endif // #if ARMCOMPUTECL_ENABLED |
| 543 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 544 | } // namespace armnn |