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> |
Derek Lamberti | f674aa0 | 2019-08-01 15:56:25 +0100 | [diff] [blame] | 16 | #include <backendsCommon/MemImportWorkload.hpp> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 17 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 18 | #include <cl/ClTensorHandle.hpp> |
| 19 | #include <cl/workloads/ClWorkloads.hpp> |
| 20 | #include <cl/workloads/ClWorkloadUtils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 21 | |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 22 | #include <arm_compute/core/CL/CLKernelLibrary.h> |
| 23 | #include <arm_compute/runtime/CL/CLBufferAllocator.h> |
| 24 | #include <arm_compute/runtime/CL/CLScheduler.h> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 25 | |
| 26 | #include <boost/polymorphic_cast.hpp> |
| 27 | #include <boost/format.hpp> |
| 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 | |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 84 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
| 85 | const bool IsMemoryManaged) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 86 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 87 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo); |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 88 | tensorHandle->SetMemoryGroup(m_MemoryManager->GetInterLayerMemoryGroup()); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 89 | |
| 90 | return tensorHandle; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 91 | } |
| 92 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 93 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 94 | DataLayout dataLayout, |
| 95 | const bool IsMemoryManaged) const |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 96 | { |
| 97 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo, dataLayout); |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 98 | tensorHandle->SetMemoryGroup(m_MemoryManager->GetInterLayerMemoryGroup()); |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 99 | |
| 100 | return tensorHandle; |
| 101 | } |
| 102 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 103 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateSubTensorHandle(ITensorHandle& parent, |
| 104 | TensorShape const& subTensorShape, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 105 | unsigned int const* subTensorOrigin) const |
| 106 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 107 | arm_compute::Coordinates coords; |
| 108 | arm_compute::TensorShape shape = armcomputetensorutils::BuildArmComputeTensorShape(subTensorShape); |
| 109 | |
| 110 | coords.set_num_dimensions(subTensorShape.GetNumDimensions()); |
| 111 | for (unsigned int i = 0; i < subTensorShape.GetNumDimensions(); i++) |
| 112 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 113 | // Arm compute indexes tensor coords in reverse order. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 114 | unsigned int revertedIndex = subTensorShape.GetNumDimensions() - i - 1; |
| 115 | coords.set(i, boost::numeric_cast<int>(subTensorOrigin[revertedIndex])); |
| 116 | } |
| 117 | |
Derek Lamberti | 0790dce | 2019-04-15 18:37:35 +0100 | [diff] [blame] | 118 | const arm_compute::TensorShape parentShape = armcomputetensorutils::BuildArmComputeTensorShape(parent.GetShape()); |
| 119 | if (!::arm_compute::error_on_invalid_subtensor(__func__, __FILE__, __LINE__, parentShape, coords, shape)) |
| 120 | { |
| 121 | return nullptr; |
| 122 | } |
| 123 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 124 | return std::make_unique<ClSubTensorHandle>( |
| 125 | boost::polymorphic_downcast<IClTensorHandle*>(&parent), shape, coords); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 126 | } |
| 127 | |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 128 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateAbs(const AbsQueueDescriptor& descriptor, |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 129 | const WorkloadInfo& info) const |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 130 | { |
| 131 | return MakeWorkload<ClAbsWorkload>(descriptor, info); |
| 132 | } |
| 133 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 134 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 135 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 136 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 137 | return MakeWorkload<ClActivationWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 138 | } |
| 139 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 140 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 141 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 142 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 143 | return MakeWorkload<ClAdditionWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 144 | } |
| 145 | |
James Conroy | 2dc0572 | 2019-09-19 17:00:31 +0100 | [diff] [blame] | 146 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateArgMinMax(const ArgMinMaxQueueDescriptor& descriptor, |
| 147 | const WorkloadInfo& info) const |
| 148 | { |
| 149 | return std::make_unique<ClArgMinMaxWorkload>(descriptor, info); |
| 150 | } |
| 151 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 152 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateBatchNormalization( |
| 153 | const BatchNormalizationQueueDescriptor& descriptor, |
| 154 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 155 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 156 | return MakeWorkload<ClBatchNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 157 | } |
| 158 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 159 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 160 | const WorkloadInfo& info) const |
| 161 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 162 | return MakeWorkload<ClBatchToSpaceNdWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 163 | } |
| 164 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 165 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateComparison(const ComparisonQueueDescriptor& descriptor, |
| 166 | const WorkloadInfo& info) const |
| 167 | { |
| 168 | if (descriptor.m_Parameters.m_Operation == ComparisonOperation::Greater) |
| 169 | { |
| 170 | GreaterQueueDescriptor greaterQueueDescriptor; |
| 171 | greaterQueueDescriptor.m_Inputs = descriptor.m_Inputs; |
| 172 | greaterQueueDescriptor.m_Outputs = descriptor.m_Outputs; |
| 173 | |
| 174 | return MakeWorkload<ClGreaterFloat32Workload, ClGreaterUint8Workload>(greaterQueueDescriptor, info); |
| 175 | } |
| 176 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 177 | } |
| 178 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 179 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConcat(const ConcatQueueDescriptor& descriptor, |
| 180 | const WorkloadInfo& info) const |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 181 | { |
| 182 | return MakeWorkload<ClConcatWorkload>(descriptor, info); |
| 183 | } |
| 184 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 185 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 186 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 187 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 188 | return MakeWorkload<ClConstantWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 189 | } |
| 190 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 191 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp16ToFp32( |
| 192 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 193 | const WorkloadInfo& info) const |
| 194 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 195 | return MakeWorkload<ClConvertFp16ToFp32Workload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 196 | } |
| 197 | |
| 198 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp32ToFp16( |
| 199 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 200 | const WorkloadInfo& info) const |
| 201 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 202 | return MakeWorkload<ClConvertFp32ToFp16Workload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 203 | } |
| 204 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 205 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 206 | const WorkloadInfo& info) const |
| 207 | { |
| 208 | return MakeWorkload<ClConvolution2dWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
| 209 | } |
| 210 | |
| 211 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDebug(const DebugQueueDescriptor& descriptor, |
| 212 | const WorkloadInfo& info) const |
| 213 | { |
| 214 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 215 | } |
| 216 | |
| 217 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthToSpace(const DepthToSpaceQueueDescriptor& descriptor, |
| 218 | const WorkloadInfo& info) const |
| 219 | { |
| 220 | return MakeWorkload<ClDepthToSpaceWorkload>(descriptor, info); |
| 221 | } |
| 222 | |
| 223 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthwiseConvolution2d( |
| 224 | const DepthwiseConvolution2dQueueDescriptor& descriptor, |
| 225 | const WorkloadInfo& info) const |
| 226 | { |
| 227 | return MakeWorkload<ClDepthwiseConvolutionWorkload>(descriptor, info); |
| 228 | } |
| 229 | |
| 230 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDequantize(const DequantizeQueueDescriptor& descriptor, |
| 231 | const WorkloadInfo& info) const |
| 232 | { |
| 233 | return MakeWorkload<ClDequantizeWorkload>(descriptor, info); |
| 234 | } |
| 235 | |
| 236 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDetectionPostProcess( |
| 237 | const DetectionPostProcessQueueDescriptor& descriptor, |
| 238 | const WorkloadInfo& info) const |
| 239 | { |
| 240 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 241 | } |
| 242 | |
| 243 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDivision(const DivisionQueueDescriptor& descriptor, |
| 244 | const WorkloadInfo& info) const |
| 245 | { |
| 246 | return MakeWorkload<ClDivisionFloatWorkload, NullWorkload>(descriptor, info); |
| 247 | } |
| 248 | |
| 249 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateEqual(const EqualQueueDescriptor& descriptor, |
| 250 | const WorkloadInfo& info) const |
| 251 | { |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 252 | boost::ignore_unused(descriptor); |
| 253 | |
| 254 | ComparisonQueueDescriptor comparisonDescriptor; |
| 255 | comparisonDescriptor.m_Parameters = ComparisonDescriptor(ComparisonOperation::Equal); |
| 256 | |
| 257 | return CreateComparison(comparisonDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 258 | } |
| 259 | |
| 260 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFakeQuantization( |
| 261 | const FakeQuantizationQueueDescriptor& descriptor, |
| 262 | const WorkloadInfo& info) const |
| 263 | { |
| 264 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 265 | } |
| 266 | |
| 267 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
| 268 | const WorkloadInfo& info) const |
| 269 | { |
| 270 | return MakeWorkload<ClFloorFloatWorkload, NullWorkload>(descriptor, info); |
| 271 | } |
| 272 | |
| 273 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, |
| 274 | const WorkloadInfo& info) const |
| 275 | { |
| 276 | return MakeWorkload<ClFullyConnectedWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
| 277 | } |
| 278 | |
| 279 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateGather(const GatherQueueDescriptor& descriptor, |
| 280 | const WorkloadInfo& info) const |
| 281 | { |
| 282 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 283 | } |
| 284 | |
| 285 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateGreater(const GreaterQueueDescriptor& descriptor, |
| 286 | const WorkloadInfo& info) const |
| 287 | { |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 288 | boost::ignore_unused(descriptor); |
| 289 | |
| 290 | ComparisonQueueDescriptor comparisonDescriptor; |
| 291 | comparisonDescriptor.m_Parameters = ComparisonDescriptor(ComparisonOperation::Greater); |
| 292 | |
| 293 | return CreateComparison(comparisonDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 294 | } |
| 295 | |
| 296 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 297 | const WorkloadInfo& info) const |
| 298 | { |
| 299 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
| 300 | } |
| 301 | |
| 302 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInstanceNormalization( |
| 303 | const InstanceNormalizationQueueDescriptor& descriptor, |
| 304 | const WorkloadInfo& info) const |
| 305 | { |
| 306 | return MakeWorkload<ClInstanceNormalizationWorkload>(descriptor, info); |
| 307 | } |
| 308 | |
| 309 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 310 | const WorkloadInfo& info) const |
| 311 | { |
| 312 | return MakeWorkload<ClL2NormalizationFloatWorkload, NullWorkload>(descriptor, info); |
| 313 | } |
| 314 | |
| 315 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 316 | const WorkloadInfo& info) const |
| 317 | { |
| 318 | return MakeWorkload<ClLstmFloatWorkload, NullWorkload>(descriptor, info); |
| 319 | } |
| 320 | |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 321 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMaximum(const MaximumQueueDescriptor& descriptor, |
| 322 | const WorkloadInfo& info) const |
| 323 | { |
keidav01 | a959ee5 | 2018-12-19 10:04:58 +0000 | [diff] [blame] | 324 | return MakeWorkload<ClMaximumWorkload>(descriptor, info); |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 325 | } |
| 326 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 327 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMean(const MeanQueueDescriptor& descriptor, |
| 328 | const WorkloadInfo& info) const |
| 329 | { |
Aron Virginas-Tar | 39f44af | 2019-09-10 13:32:42 +0100 | [diff] [blame] | 330 | return MakeWorkload<ClMeanWorkload>(descriptor, info); |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 331 | } |
| 332 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 333 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 334 | const WorkloadInfo& info) const |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 335 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 336 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 337 | { |
| 338 | throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemCopy workload"); |
| 339 | } |
| 340 | |
| 341 | return MakeWorkload<CopyMemGenericWorkload>(descriptor, info); |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 342 | } |
| 343 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 344 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMemImport(const MemImportQueueDescriptor& descriptor, |
| 345 | const WorkloadInfo& info) const |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 346 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 347 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 348 | { |
| 349 | throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemImport workload"); |
| 350 | } |
| 351 | |
| 352 | return std::make_unique<ImportMemGenericWorkload>(descriptor, info); |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 353 | } |
| 354 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 355 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 356 | const WorkloadInfo& info) const |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 357 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 358 | return CreateConcat(descriptor, info); |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 359 | } |
| 360 | |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 361 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMinimum(const MinimumQueueDescriptor& descriptor, |
| 362 | const WorkloadInfo& info) const |
| 363 | { |
saoste01 | 9292aa3 | 2019-01-08 13:55:59 +0000 | [diff] [blame] | 364 | return MakeWorkload<ClMinimumWorkload>(descriptor, info); |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 365 | } |
| 366 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 367 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, |
| 368 | const WorkloadInfo& info) const |
| 369 | { |
| 370 | return MakeWorkload<ClMultiplicationWorkload>(descriptor, info); |
| 371 | } |
| 372 | |
| 373 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 374 | const WorkloadInfo& info) const |
| 375 | { |
| 376 | return MakeWorkload<ClNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
| 377 | } |
| 378 | |
| 379 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, |
| 380 | const WorkloadInfo& info) const |
| 381 | { |
| 382 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
| 383 | } |
| 384 | |
| 385 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, |
| 386 | const WorkloadInfo& info) const |
| 387 | { |
| 388 | return MakeWorkload<ClPadWorkload>(descriptor, info); |
| 389 | } |
| 390 | |
| 391 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 392 | const WorkloadInfo& info) const |
| 393 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 394 | return MakeWorkload<ClPermuteWorkload>(descriptor, info); |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 395 | } |
| 396 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 397 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 398 | const WorkloadInfo& info) const |
Nattapat Chaimanowong | a9a1cf1 | 2018-12-03 16:06:49 +0000 | [diff] [blame] | 399 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 400 | return MakeWorkload<ClPooling2dWorkload>(descriptor, info); |
Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 401 | } |
| 402 | |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 403 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor, |
| 404 | const WorkloadInfo& info) const |
| 405 | { |
| 406 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 407 | } |
| 408 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 409 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePrelu(const PreluQueueDescriptor &descriptor, |
| 410 | const WorkloadInfo &info) const |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 411 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 412 | return MakeWorkload<ClPreluWorkload>(descriptor, info); |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 413 | } |
| 414 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 415 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateQuantize(const QuantizeQueueDescriptor& descriptor, |
| 416 | const WorkloadInfo& info) const |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 417 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 418 | return MakeWorkload<ClQuantizeWorkload>(descriptor, info); |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 419 | } |
| 420 | |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 421 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateQuantizedLstm(const QuantizedLstmQueueDescriptor& descriptor, |
| 422 | const WorkloadInfo& info) const |
| 423 | { |
| 424 | return MakeWorkload<ClQuantizedLstmWorkload>(descriptor, info); |
| 425 | } |
| 426 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 427 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 428 | const WorkloadInfo& info) const |
| 429 | { |
| 430 | return MakeWorkload<ClReshapeWorkload>(descriptor, info); |
| 431 | } |
| 432 | |
| 433 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateResize(const ResizeQueueDescriptor& descriptor, |
| 434 | const WorkloadInfo& info) const |
| 435 | { |
| 436 | return MakeWorkload<ClResizeWorkload>(descriptor, info); |
| 437 | } |
| 438 | |
| 439 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, |
| 440 | const WorkloadInfo& info) const |
| 441 | { |
| 442 | ResizeQueueDescriptor resizeDescriptor; |
| 443 | resizeDescriptor.m_Inputs = descriptor.m_Inputs; |
| 444 | resizeDescriptor.m_Outputs = descriptor.m_Outputs; |
| 445 | |
| 446 | resizeDescriptor.m_Parameters.m_Method = ResizeMethod::Bilinear; |
| 447 | resizeDescriptor.m_Parameters.m_DataLayout = descriptor.m_Parameters.m_DataLayout; |
| 448 | resizeDescriptor.m_Parameters.m_TargetHeight = descriptor.m_Parameters.m_TargetHeight; |
| 449 | resizeDescriptor.m_Parameters.m_TargetWidth = descriptor.m_Parameters.m_TargetWidth; |
| 450 | |
| 451 | return CreateResize(resizeDescriptor, info); |
| 452 | } |
| 453 | |
| 454 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateRsqrt(const RsqrtQueueDescriptor& descriptor, |
| 455 | const WorkloadInfo& info) const |
| 456 | { |
| 457 | return MakeWorkload<ClRsqrtWorkload>(descriptor, info); |
| 458 | } |
| 459 | |
Aron Virginas-Tar | 94c4fef | 2019-11-25 15:37:08 +0000 | [diff] [blame] | 460 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSlice(const SliceQueueDescriptor& descriptor, |
| 461 | const WorkloadInfo& info) const |
| 462 | { |
| 463 | return MakeWorkload<ClSliceWorkload>(descriptor, info); |
| 464 | } |
| 465 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 466 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 467 | const WorkloadInfo& info) const |
| 468 | { |
| 469 | return MakeWorkload<ClSoftmaxFloatWorkload, ClSoftmaxUint8Workload>(descriptor, info, |
| 470 | m_MemoryManager->GetIntraLayerManager()); |
| 471 | } |
| 472 | |
| 473 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 474 | const WorkloadInfo& info) const |
| 475 | { |
| 476 | return MakeWorkload<ClSpaceToBatchNdWorkload>(descriptor, info); |
| 477 | } |
| 478 | |
| 479 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSpaceToDepth(const SpaceToDepthQueueDescriptor& descriptor, |
| 480 | const WorkloadInfo& info) const |
| 481 | { |
| 482 | return MakeWorkload<ClSpaceToDepthWorkload>(descriptor, info); |
| 483 | } |
| 484 | |
| 485 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 486 | const WorkloadInfo& info) const |
| 487 | { |
| 488 | return MakeWorkload<ClSplitterWorkload>(descriptor, info); |
| 489 | } |
| 490 | |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 491 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateStack(const StackQueueDescriptor& descriptor, |
| 492 | const WorkloadInfo& info) const |
| 493 | { |
| 494 | return MakeWorkload<ClStackWorkload>(descriptor, info); |
| 495 | } |
| 496 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 497 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 498 | const WorkloadInfo& info) const |
| 499 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 500 | return MakeWorkload<ClStridedSliceWorkload>(descriptor, info); |
| 501 | } |
| 502 | |
| 503 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 504 | const WorkloadInfo& info) const |
| 505 | { |
| 506 | return MakeWorkload<ClSubtractionWorkload>(descriptor, info); |
| 507 | } |
| 508 | |
| 509 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateTransposeConvolution2d( |
| 510 | const TransposeConvolution2dQueueDescriptor& descriptor, |
| 511 | const WorkloadInfo& info) const |
| 512 | { |
| 513 | return MakeWorkload<ClTransposeConvolution2dWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 514 | } |
| 515 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 516 | } // namespace armnn |