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> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 12 | #include <backendsCommon/CpuTensorHandle.hpp> |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 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 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 20 | #include <backendsCommon/MemCopyWorkload.hpp> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 21 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 22 | #include <cl/ClTensorHandle.hpp> |
| 23 | #include <cl/workloads/ClWorkloads.hpp> |
| 24 | #include <cl/workloads/ClWorkloadUtils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 25 | #endif |
| 26 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 27 | #include <backendsCommon/MakeWorkloadHelper.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 28 | |
| 29 | #include <boost/polymorphic_cast.hpp> |
| 30 | #include <boost/format.hpp> |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 31 | #include <boost/log/trivial.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 32 | |
| 33 | namespace armnn |
| 34 | { |
| 35 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 36 | namespace |
| 37 | { |
| 38 | static const BackendId s_Id{ClBackendId()}; |
| 39 | } |
| 40 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 41 | bool ClWorkloadFactory::IsLayerSupported(const Layer& layer, |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 42 | Optional<DataType> dataType, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 43 | std::string& outReasonIfUnsupported) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 44 | { |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 45 | return IWorkloadFactory::IsLayerSupported(s_Id, layer, dataType, outReasonIfUnsupported); |
| 46 | } |
| 47 | |
| 48 | const BackendId& ClWorkloadFactory::GetBackendId() const |
| 49 | { |
| 50 | return s_Id; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 51 | } |
| 52 | |
| 53 | #ifdef ARMCOMPUTECL_ENABLED |
| 54 | |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 55 | template <typename FloatWorkload, typename Uint8Workload, typename QueueDescriptorType, typename... Args> |
| 56 | std::unique_ptr<IWorkload> ClWorkloadFactory::MakeWorkload(const QueueDescriptorType& descriptor, |
| 57 | const WorkloadInfo& info, |
| 58 | Args&&... args) |
| 59 | { |
| 60 | try |
| 61 | { |
| 62 | return MakeWorkloadHelper<FloatWorkload, Uint8Workload>(descriptor, info, std::forward<Args>(args)...); |
| 63 | } |
| 64 | catch (const cl::Error& clError) |
| 65 | { |
| 66 | throw WrapClError(clError, CHECK_LOCATION()); |
| 67 | } |
| 68 | } |
| 69 | |
| 70 | template <typename Workload, typename QueueDescriptorType, typename... Args> |
| 71 | std::unique_ptr<IWorkload> ClWorkloadFactory::MakeWorkload(const QueueDescriptorType& descriptor, |
| 72 | const WorkloadInfo& info, |
| 73 | Args&&... args) |
| 74 | { |
| 75 | try |
| 76 | { |
| 77 | return std::make_unique<Workload>(descriptor, info, std::forward<Args>(args)...); |
| 78 | } |
| 79 | catch (const cl::Error& clError) |
| 80 | { |
| 81 | throw WrapClError(clError, CHECK_LOCATION()); |
| 82 | } |
| 83 | } |
| 84 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 85 | ClWorkloadFactory::ClWorkloadFactory() |
| 86 | : m_MemoryManager(std::make_unique<arm_compute::CLBufferAllocator>()) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 87 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 88 | } |
| 89 | |
| 90 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo) const |
| 91 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 92 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo); |
| 93 | tensorHandle->SetMemoryGroup(m_MemoryManager.GetInterLayerMemoryGroup()); |
| 94 | |
| 95 | return tensorHandle; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 96 | } |
| 97 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 98 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
| 99 | DataLayout dataLayout) const |
| 100 | { |
| 101 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo, dataLayout); |
| 102 | tensorHandle->SetMemoryGroup(m_MemoryManager.GetInterLayerMemoryGroup()); |
| 103 | |
| 104 | return tensorHandle; |
| 105 | } |
| 106 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 107 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateSubTensorHandle(ITensorHandle& parent, |
| 108 | TensorShape const& subTensorShape, |
| 109 | unsigned int const* subTensorOrigin) const |
| 110 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 111 | arm_compute::Coordinates coords; |
| 112 | arm_compute::TensorShape shape = armcomputetensorutils::BuildArmComputeTensorShape(subTensorShape); |
| 113 | |
| 114 | coords.set_num_dimensions(subTensorShape.GetNumDimensions()); |
| 115 | for (unsigned int i = 0; i < subTensorShape.GetNumDimensions(); i++) |
| 116 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 117 | // Arm compute indexes tensor coords in reverse order. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 118 | unsigned int revertedIndex = subTensorShape.GetNumDimensions() - i - 1; |
| 119 | coords.set(i, boost::numeric_cast<int>(subTensorOrigin[revertedIndex])); |
| 120 | } |
| 121 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 122 | return std::make_unique<ClSubTensorHandle>( |
| 123 | boost::polymorphic_downcast<IClTensorHandle*>(&parent), shape, coords); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 124 | } |
| 125 | |
| 126 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 127 | const WorkloadInfo& info) const |
| 128 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 129 | return MakeWorkload<CopyMemGenericWorkload, CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 130 | } |
| 131 | |
| 132 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, |
| 133 | const WorkloadInfo& info) const |
| 134 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 135 | return MakeWorkload<CopyMemGenericWorkload, CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 136 | } |
| 137 | |
| 138 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, |
| 139 | const WorkloadInfo& info) const |
| 140 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 141 | return MakeWorkload<ClActivationWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 142 | } |
| 143 | |
| 144 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 145 | const WorkloadInfo& info) const |
| 146 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 147 | return MakeWorkload<ClSoftmaxFloatWorkload, ClSoftmaxUint8Workload>(descriptor, info, |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 148 | m_MemoryManager.GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 149 | } |
| 150 | |
| 151 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 152 | const WorkloadInfo& info) const |
| 153 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 154 | return MakeWorkload<ClSplitterWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 155 | } |
| 156 | |
| 157 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 158 | const WorkloadInfo& info) const |
| 159 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 160 | return MakeWorkload<ClMergerWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 161 | } |
| 162 | |
| 163 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateFullyConnected( |
| 164 | const FullyConnectedQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 165 | { |
Matthew Bentham | ab8cdc1 | 2018-09-17 11:17:41 +0100 | [diff] [blame] | 166 | return MakeWorkload<ClFullyConnectedWorkload, ClFullyConnectedWorkload>(descriptor, info, |
| 167 | m_MemoryManager.GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 168 | } |
| 169 | |
| 170 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
| 171 | const WorkloadInfo& info) const |
| 172 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 173 | return MakeWorkload<ClPermuteWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 174 | } |
| 175 | |
| 176 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 177 | const WorkloadInfo& info) const |
| 178 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 179 | return MakeWorkload<ClPooling2dWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 180 | } |
| 181 | |
| 182 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 183 | const WorkloadInfo& info) const |
| 184 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 185 | return MakeWorkload<ClConvolution2dWorkload>(descriptor, info, m_MemoryManager.GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 186 | } |
| 187 | |
| 188 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthwiseConvolution2d( |
| 189 | const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 190 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 191 | return MakeWorkload<ClDepthwiseConvolutionWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 192 | } |
| 193 | |
| 194 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 195 | const WorkloadInfo& info) const |
| 196 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 197 | return MakeWorkload<ClNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 198 | } |
| 199 | |
| 200 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 201 | const WorkloadInfo& info) const |
| 202 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 203 | return MakeWorkload<ClAdditionWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 204 | } |
| 205 | |
| 206 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateMultiplication( |
| 207 | const MultiplicationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 208 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 209 | return MakeWorkload<ClMultiplicationWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 210 | } |
| 211 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 212 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateDivision( |
| 213 | const DivisionQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 214 | { |
| 215 | return MakeWorkload<ClDivisionFloatWorkload, NullWorkload>(descriptor, info); |
| 216 | } |
| 217 | |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 218 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 219 | const WorkloadInfo& info) const |
| 220 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 221 | return MakeWorkload<ClSubtractionWorkload>(descriptor, info); |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 222 | } |
| 223 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 224 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateBatchNormalization( |
| 225 | const BatchNormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 226 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 227 | return MakeWorkload<ClBatchNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 228 | } |
| 229 | |
| 230 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 231 | const WorkloadInfo& info) const |
| 232 | { |
| 233 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 234 | { |
| 235 | throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemCopy workload"); |
| 236 | } |
| 237 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 238 | return MakeWorkload<CopyMemGenericWorkload, CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 239 | } |
| 240 | |
| 241 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateResizeBilinear( |
| 242 | const ResizeBilinearQueueDescriptor& descriptor, |
| 243 | const WorkloadInfo& info) const |
| 244 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 245 | return MakeWorkload<ClResizeBilinearFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 246 | } |
| 247 | |
| 248 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFakeQuantization( |
| 249 | const FakeQuantizationQueueDescriptor& descriptor, |
| 250 | const WorkloadInfo& info) const |
| 251 | { |
| 252 | return nullptr; |
| 253 | } |
| 254 | |
| 255 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 256 | const WorkloadInfo& info) const |
| 257 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 258 | return MakeWorkload<ClL2NormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 259 | } |
| 260 | |
| 261 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
| 262 | const WorkloadInfo& info) const |
| 263 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 264 | return MakeWorkload<ClConstantWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 265 | } |
| 266 | |
| 267 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 268 | const WorkloadInfo& info) const |
| 269 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 270 | return MakeWorkload<ClReshapeWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 271 | } |
| 272 | |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 273 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 274 | const WorkloadInfo& info) const |
| 275 | { |
| 276 | return nullptr; |
| 277 | } |
| 278 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 279 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
| 280 | const WorkloadInfo& info) const |
| 281 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 282 | return MakeWorkload<ClFloorFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 283 | } |
| 284 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 285 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 286 | const WorkloadInfo& info) const |
| 287 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 288 | return MakeWorkload<ClLstmFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 289 | } |
| 290 | |
| 291 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp16ToFp32( |
| 292 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 293 | const WorkloadInfo& info) const |
| 294 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 295 | return MakeWorkload<ClConvertFp16ToFp32Workload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 296 | } |
| 297 | |
| 298 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp32ToFp16( |
| 299 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 300 | const WorkloadInfo& info) const |
| 301 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 302 | return MakeWorkload<ClConvertFp32ToFp16Workload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 303 | } |
| 304 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 305 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMean(const MeanQueueDescriptor& descriptor, |
| 306 | const WorkloadInfo& info) const |
| 307 | { |
Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 308 | return std::make_unique<ClMeanWorkload>(descriptor, info); |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 309 | } |
| 310 | |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 311 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, |
| 312 | const WorkloadInfo& info) const |
| 313 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 314 | return MakeWorkload<ClPadWorkload>(descriptor, info); |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 315 | } |
| 316 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 317 | void ClWorkloadFactory::Release() |
| 318 | { |
| 319 | m_MemoryManager.Release(); |
| 320 | } |
| 321 | |
| 322 | void ClWorkloadFactory::Acquire() |
| 323 | { |
| 324 | m_MemoryManager.Acquire(); |
| 325 | } |
| 326 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 327 | #else // #if ARMCOMPUTECL_ENABLED |
| 328 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 329 | ClWorkloadFactory::ClWorkloadFactory() |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 330 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 331 | } |
| 332 | |
| 333 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo) const |
| 334 | { |
| 335 | return nullptr; |
| 336 | } |
| 337 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 338 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
| 339 | DataLayout dataLayout) const |
| 340 | { |
| 341 | return nullptr; |
| 342 | } |
| 343 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 344 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateSubTensorHandle(ITensorHandle& parent, |
| 345 | TensorShape const& subTensorShape, |
| 346 | unsigned int const* subTensorOrigin) const |
| 347 | { |
| 348 | return nullptr; |
| 349 | } |
| 350 | |
| 351 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 352 | const WorkloadInfo& info) const |
| 353 | { |
| 354 | return nullptr; |
| 355 | } |
| 356 | |
| 357 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, |
| 358 | const WorkloadInfo& info) const |
| 359 | { |
| 360 | return nullptr; |
| 361 | } |
| 362 | |
| 363 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, |
| 364 | const WorkloadInfo& info) const |
| 365 | { |
| 366 | return nullptr; |
| 367 | } |
| 368 | |
| 369 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 370 | const WorkloadInfo& info) const |
| 371 | { |
| 372 | return nullptr; |
| 373 | } |
| 374 | |
| 375 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 376 | const WorkloadInfo& info) const |
| 377 | { |
| 378 | return nullptr; |
| 379 | } |
| 380 | |
| 381 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 382 | const WorkloadInfo& info) const |
| 383 | { |
| 384 | return nullptr; |
| 385 | } |
| 386 | |
| 387 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, |
| 388 | const WorkloadInfo& info) const |
| 389 | { |
| 390 | return nullptr; |
| 391 | } |
| 392 | |
| 393 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
| 394 | const WorkloadInfo& info) const |
| 395 | { |
| 396 | return nullptr; |
| 397 | } |
| 398 | |
| 399 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 400 | const WorkloadInfo& info) const |
| 401 | { |
| 402 | return nullptr; |
| 403 | } |
| 404 | |
| 405 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 406 | const WorkloadInfo& info) const |
| 407 | { |
| 408 | return nullptr; |
| 409 | } |
| 410 | |
| 411 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthwiseConvolution2d( |
| 412 | const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 413 | { |
| 414 | return nullptr; |
| 415 | } |
| 416 | |
| 417 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 418 | const WorkloadInfo& info) const |
| 419 | { |
| 420 | return nullptr; |
| 421 | } |
| 422 | |
| 423 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 424 | const WorkloadInfo& info) const |
| 425 | { |
| 426 | return nullptr; |
| 427 | } |
| 428 | |
| 429 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, |
| 430 | const WorkloadInfo& info) const |
| 431 | { |
| 432 | return nullptr; |
| 433 | } |
| 434 | |
| 435 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateBatchNormalization( |
| 436 | const BatchNormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 437 | { |
| 438 | return nullptr; |
| 439 | } |
| 440 | |
| 441 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 442 | const WorkloadInfo& info) const |
| 443 | { |
| 444 | return nullptr; |
| 445 | } |
| 446 | |
| 447 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, |
| 448 | const WorkloadInfo& info) const |
| 449 | { |
| 450 | return nullptr; |
| 451 | } |
| 452 | |
| 453 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor, |
| 454 | const WorkloadInfo& info) const |
| 455 | { |
| 456 | return nullptr; |
| 457 | } |
| 458 | |
| 459 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 460 | const WorkloadInfo& info) const |
| 461 | { |
| 462 | return nullptr; |
| 463 | } |
| 464 | |
| 465 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
| 466 | const WorkloadInfo& info) const |
| 467 | { |
| 468 | return nullptr; |
| 469 | } |
| 470 | |
| 471 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 472 | const WorkloadInfo& info) const |
| 473 | { |
| 474 | return nullptr; |
| 475 | } |
| 476 | |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 477 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 478 | const WorkloadInfo& info) const |
| 479 | { |
| 480 | return nullptr; |
| 481 | } |
| 482 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 483 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
| 484 | const WorkloadInfo& info) const |
| 485 | { |
| 486 | return nullptr; |
| 487 | } |
| 488 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 489 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 490 | const WorkloadInfo& info) const |
| 491 | { |
| 492 | return nullptr; |
| 493 | } |
| 494 | |
| 495 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp16ToFp32( |
| 496 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 497 | const WorkloadInfo& info) const |
| 498 | { |
| 499 | return nullptr; |
| 500 | } |
| 501 | |
| 502 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp32ToFp16( |
| 503 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 504 | const WorkloadInfo& info) const |
| 505 | { |
| 506 | return nullptr; |
| 507 | } |
| 508 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 509 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDivision(const DivisionQueueDescriptor& descriptor, |
| 510 | const WorkloadInfo& info) const |
| 511 | { |
| 512 | return nullptr; |
| 513 | } |
| 514 | |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 515 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 516 | const WorkloadInfo& info) const |
| 517 | { |
| 518 | return nullptr; |
| 519 | } |
| 520 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 521 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMean(const MeanQueueDescriptor& descriptor, |
| 522 | const WorkloadInfo& info) const |
| 523 | { |
| 524 | return nullptr; |
| 525 | } |
| 526 | |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 527 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, |
| 528 | const WorkloadInfo& info) const |
| 529 | { |
| 530 | return nullptr; |
| 531 | } |
| 532 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 533 | void ClWorkloadFactory::Release() |
| 534 | { |
| 535 | } |
| 536 | |
| 537 | void ClWorkloadFactory::Acquire() |
| 538 | { |
| 539 | } |
| 540 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 541 | #endif // #if ARMCOMPUTECL_ENABLED |
| 542 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 543 | } // namespace armnn |