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 | |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 8 | #include <Layer.hpp> |
| 9 | |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 10 | #include <armnn/Exceptions.hpp> |
| 11 | #include <armnn/Utils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 12 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 13 | #include <backendsCommon/CpuTensorHandle.hpp> |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 14 | #include <backendsCommon/MakeWorkloadHelper.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 15 | #include <backendsCommon/MemCopyWorkload.hpp> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 16 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 17 | #include <cl/ClTensorHandle.hpp> |
| 18 | #include <cl/workloads/ClWorkloads.hpp> |
| 19 | #include <cl/workloads/ClWorkloadUtils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 20 | |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 21 | #include <arm_compute/core/CL/CLKernelLibrary.h> |
| 22 | #include <arm_compute/runtime/CL/CLBufferAllocator.h> |
| 23 | #include <arm_compute/runtime/CL/CLScheduler.h> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 24 | |
| 25 | #include <boost/polymorphic_cast.hpp> |
| 26 | #include <boost/format.hpp> |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 27 | #include <boost/log/trivial.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 28 | |
| 29 | namespace armnn |
| 30 | { |
| 31 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 32 | namespace |
| 33 | { |
| 34 | static const BackendId s_Id{ClBackendId()}; |
| 35 | } |
| 36 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 37 | bool ClWorkloadFactory::IsLayerSupported(const Layer& layer, |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 38 | Optional<DataType> dataType, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 39 | std::string& outReasonIfUnsupported) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 40 | { |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 41 | return IWorkloadFactory::IsLayerSupported(s_Id, layer, dataType, outReasonIfUnsupported); |
| 42 | } |
| 43 | |
| 44 | const BackendId& ClWorkloadFactory::GetBackendId() const |
| 45 | { |
| 46 | return s_Id; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 47 | } |
| 48 | |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 49 | template <typename FloatWorkload, typename Uint8Workload, typename QueueDescriptorType, typename... Args> |
| 50 | std::unique_ptr<IWorkload> ClWorkloadFactory::MakeWorkload(const QueueDescriptorType& descriptor, |
| 51 | const WorkloadInfo& info, |
| 52 | Args&&... args) |
| 53 | { |
| 54 | try |
| 55 | { |
| 56 | return MakeWorkloadHelper<FloatWorkload, Uint8Workload>(descriptor, info, std::forward<Args>(args)...); |
| 57 | } |
| 58 | catch (const cl::Error& clError) |
| 59 | { |
| 60 | throw WrapClError(clError, CHECK_LOCATION()); |
| 61 | } |
| 62 | } |
| 63 | |
| 64 | template <typename Workload, typename QueueDescriptorType, typename... Args> |
| 65 | std::unique_ptr<IWorkload> ClWorkloadFactory::MakeWorkload(const QueueDescriptorType& descriptor, |
| 66 | const WorkloadInfo& info, |
| 67 | Args&&... args) |
| 68 | { |
| 69 | try |
| 70 | { |
| 71 | return std::make_unique<Workload>(descriptor, info, std::forward<Args>(args)...); |
| 72 | } |
| 73 | catch (const cl::Error& clError) |
| 74 | { |
| 75 | throw WrapClError(clError, CHECK_LOCATION()); |
| 76 | } |
| 77 | } |
| 78 | |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 79 | ClWorkloadFactory::ClWorkloadFactory(const std::shared_ptr<ClMemoryManager>& memoryManager) |
| 80 | : m_MemoryManager(memoryManager) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 81 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 82 | } |
| 83 | |
| 84 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo) const |
| 85 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 86 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo); |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 87 | tensorHandle->SetMemoryGroup(m_MemoryManager->GetInterLayerMemoryGroup()); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 88 | |
| 89 | return tensorHandle; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 90 | } |
| 91 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 92 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
| 93 | DataLayout dataLayout) const |
| 94 | { |
| 95 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo, dataLayout); |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 96 | tensorHandle->SetMemoryGroup(m_MemoryManager->GetInterLayerMemoryGroup()); |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 97 | |
| 98 | return tensorHandle; |
| 99 | } |
| 100 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 101 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateSubTensorHandle(ITensorHandle& parent, |
| 102 | TensorShape const& subTensorShape, |
| 103 | unsigned int const* subTensorOrigin) const |
| 104 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 105 | arm_compute::Coordinates coords; |
| 106 | arm_compute::TensorShape shape = armcomputetensorutils::BuildArmComputeTensorShape(subTensorShape); |
| 107 | |
| 108 | coords.set_num_dimensions(subTensorShape.GetNumDimensions()); |
| 109 | for (unsigned int i = 0; i < subTensorShape.GetNumDimensions(); i++) |
| 110 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 111 | // Arm compute indexes tensor coords in reverse order. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 112 | unsigned int revertedIndex = subTensorShape.GetNumDimensions() - i - 1; |
| 113 | coords.set(i, boost::numeric_cast<int>(subTensorOrigin[revertedIndex])); |
| 114 | } |
| 115 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 116 | return std::make_unique<ClSubTensorHandle>( |
| 117 | boost::polymorphic_downcast<IClTensorHandle*>(&parent), shape, coords); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 118 | } |
| 119 | |
| 120 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 121 | const WorkloadInfo& info) const |
| 122 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 123 | return MakeWorkload<CopyMemGenericWorkload, CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 124 | } |
| 125 | |
| 126 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateOutput(const OutputQueueDescriptor& 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::CreateActivation(const ActivationQueueDescriptor& descriptor, |
| 133 | const WorkloadInfo& info) const |
| 134 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 135 | return MakeWorkload<ClActivationWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 136 | } |
| 137 | |
| 138 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 139 | const WorkloadInfo& info) const |
| 140 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 141 | return MakeWorkload<ClSoftmaxFloatWorkload, ClSoftmaxUint8Workload>(descriptor, info, |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 142 | m_MemoryManager->GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 143 | } |
| 144 | |
| 145 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 146 | const WorkloadInfo& info) const |
| 147 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 148 | return MakeWorkload<ClSplitterWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 149 | } |
| 150 | |
| 151 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 152 | const WorkloadInfo& info) const |
| 153 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 154 | return MakeWorkload<ClMergerWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 155 | } |
| 156 | |
| 157 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateFullyConnected( |
| 158 | const FullyConnectedQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 159 | { |
Matthew Bentham | ab8cdc1 | 2018-09-17 11:17:41 +0100 | [diff] [blame] | 160 | return MakeWorkload<ClFullyConnectedWorkload, ClFullyConnectedWorkload>(descriptor, info, |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 161 | m_MemoryManager->GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 162 | } |
| 163 | |
| 164 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
| 165 | const WorkloadInfo& info) const |
| 166 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 167 | return MakeWorkload<ClPermuteWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 168 | } |
| 169 | |
| 170 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 171 | const WorkloadInfo& info) const |
| 172 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 173 | return MakeWorkload<ClPooling2dWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 174 | } |
| 175 | |
| 176 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 177 | const WorkloadInfo& info) const |
| 178 | { |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 179 | return MakeWorkload<ClConvolution2dWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 180 | } |
| 181 | |
| 182 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthwiseConvolution2d( |
| 183 | const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 184 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 185 | return MakeWorkload<ClDepthwiseConvolutionWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 186 | } |
| 187 | |
| 188 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 189 | const WorkloadInfo& info) const |
| 190 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 191 | return MakeWorkload<ClNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 192 | } |
| 193 | |
| 194 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 195 | const WorkloadInfo& info) const |
| 196 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 197 | return MakeWorkload<ClAdditionWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 198 | } |
| 199 | |
| 200 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateMultiplication( |
| 201 | const MultiplicationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 202 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 203 | return MakeWorkload<ClMultiplicationWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 204 | } |
| 205 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 206 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateDivision( |
| 207 | const DivisionQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 208 | { |
| 209 | return MakeWorkload<ClDivisionFloatWorkload, NullWorkload>(descriptor, info); |
| 210 | } |
| 211 | |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 212 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 213 | const WorkloadInfo& info) const |
| 214 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 215 | return MakeWorkload<ClSubtractionWorkload>(descriptor, info); |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 216 | } |
| 217 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 218 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateBatchNormalization( |
| 219 | const BatchNormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 220 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 221 | return MakeWorkload<ClBatchNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 222 | } |
| 223 | |
| 224 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 225 | const WorkloadInfo& info) const |
| 226 | { |
| 227 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 228 | { |
| 229 | throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemCopy workload"); |
| 230 | } |
| 231 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 232 | return MakeWorkload<CopyMemGenericWorkload, CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 233 | } |
| 234 | |
| 235 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateResizeBilinear( |
| 236 | const ResizeBilinearQueueDescriptor& descriptor, |
| 237 | const WorkloadInfo& info) const |
| 238 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 239 | return MakeWorkload<ClResizeBilinearFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 240 | } |
| 241 | |
| 242 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFakeQuantization( |
| 243 | const FakeQuantizationQueueDescriptor& descriptor, |
| 244 | const WorkloadInfo& info) const |
| 245 | { |
| 246 | return nullptr; |
| 247 | } |
| 248 | |
| 249 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 250 | const WorkloadInfo& info) const |
| 251 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 252 | return MakeWorkload<ClL2NormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 253 | } |
| 254 | |
| 255 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
| 256 | const WorkloadInfo& info) const |
| 257 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 258 | return MakeWorkload<ClConstantWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 259 | } |
| 260 | |
| 261 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 262 | const WorkloadInfo& info) const |
| 263 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 264 | return MakeWorkload<ClReshapeWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 265 | } |
| 266 | |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 267 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 268 | const WorkloadInfo& info) const |
| 269 | { |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame^] | 270 | return MakeWorkload<ClSpaceToBatchNdWorkload>(descriptor, info); |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 271 | } |
| 272 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 273 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
| 274 | const WorkloadInfo& info) const |
| 275 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 276 | return MakeWorkload<ClFloorFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 277 | } |
| 278 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 279 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 280 | const WorkloadInfo& info) const |
| 281 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 282 | return MakeWorkload<ClLstmFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 283 | } |
| 284 | |
| 285 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp16ToFp32( |
| 286 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 287 | const WorkloadInfo& info) const |
| 288 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 289 | return MakeWorkload<ClConvertFp16ToFp32Workload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 290 | } |
| 291 | |
| 292 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp32ToFp16( |
| 293 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 294 | const WorkloadInfo& info) const |
| 295 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 296 | return MakeWorkload<ClConvertFp32ToFp16Workload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 297 | } |
| 298 | |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 299 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMaximum(const MaximumQueueDescriptor& descriptor, |
| 300 | const WorkloadInfo& info) const |
| 301 | { |
keidav01 | a959ee5 | 2018-12-19 10:04:58 +0000 | [diff] [blame] | 302 | return MakeWorkload<ClMaximumWorkload>(descriptor, info); |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [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 | |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 317 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateEqual(const EqualQueueDescriptor& descriptor, |
| 318 | const WorkloadInfo& info) const |
| 319 | { |
| 320 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 321 | } |
| 322 | |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 323 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor, |
| 324 | const WorkloadInfo& info) const |
| 325 | { |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 326 | return MakeWorkload<ClBatchToSpaceNdWorkload>(descriptor, info); |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 327 | } |
| 328 | |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 329 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, |
| 330 | const WorkloadInfo& info) const |
| 331 | { |
keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 332 | return MakeWorkload<ClStridedSliceWorkload>(descriptor, info); |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 333 | } |
| 334 | |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 335 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMinimum(const MinimumQueueDescriptor& descriptor, |
| 336 | const WorkloadInfo& info) const |
| 337 | { |
| 338 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 339 | } |
| 340 | |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 341 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateGreater(const GreaterQueueDescriptor& descriptor, |
| 342 | const WorkloadInfo& info) const |
| 343 | { |
| 344 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 345 | } |
| 346 | |
Nattapat Chaimanowong | a9a1cf1 | 2018-12-03 16:06:49 +0000 | [diff] [blame] | 347 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDebug(const DebugQueueDescriptor& descriptor, |
| 348 | const WorkloadInfo& info) const |
| 349 | { |
| 350 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 351 | } |
| 352 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 353 | } // namespace armnn |