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> |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame^] | 12 | #include <armnn/utility/IgnoreUnused.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 13 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 14 | #include <backendsCommon/CpuTensorHandle.hpp> |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 15 | #include <backendsCommon/MakeWorkloadHelper.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 16 | #include <backendsCommon/MemCopyWorkload.hpp> |
Derek Lamberti | f674aa0 | 2019-08-01 15:56:25 +0100 | [diff] [blame] | 17 | #include <backendsCommon/MemImportWorkload.hpp> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 18 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 19 | #include <cl/ClTensorHandle.hpp> |
| 20 | #include <cl/workloads/ClWorkloads.hpp> |
| 21 | #include <cl/workloads/ClWorkloadUtils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 22 | |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 23 | #include <arm_compute/core/CL/CLKernelLibrary.h> |
| 24 | #include <arm_compute/runtime/CL/CLBufferAllocator.h> |
| 25 | #include <arm_compute/runtime/CL/CLScheduler.h> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 26 | |
| 27 | #include <boost/polymorphic_cast.hpp> |
| 28 | #include <boost/format.hpp> |
| 29 | |
| 30 | namespace armnn |
| 31 | { |
| 32 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 33 | namespace |
| 34 | { |
| 35 | static const BackendId s_Id{ClBackendId()}; |
| 36 | } |
| 37 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 38 | bool ClWorkloadFactory::IsLayerSupported(const Layer& layer, |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 39 | Optional<DataType> dataType, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 40 | std::string& outReasonIfUnsupported) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 41 | { |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 42 | return IWorkloadFactory::IsLayerSupported(s_Id, layer, dataType, outReasonIfUnsupported); |
| 43 | } |
| 44 | |
| 45 | const BackendId& ClWorkloadFactory::GetBackendId() const |
| 46 | { |
| 47 | return s_Id; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 48 | } |
| 49 | |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 50 | template <typename FloatWorkload, typename Uint8Workload, typename QueueDescriptorType, typename... Args> |
| 51 | std::unique_ptr<IWorkload> ClWorkloadFactory::MakeWorkload(const QueueDescriptorType& descriptor, |
| 52 | const WorkloadInfo& info, |
| 53 | Args&&... args) |
| 54 | { |
| 55 | try |
| 56 | { |
| 57 | return MakeWorkloadHelper<FloatWorkload, Uint8Workload>(descriptor, info, std::forward<Args>(args)...); |
| 58 | } |
| 59 | catch (const cl::Error& clError) |
| 60 | { |
| 61 | throw WrapClError(clError, CHECK_LOCATION()); |
| 62 | } |
| 63 | } |
| 64 | |
| 65 | template <typename Workload, typename QueueDescriptorType, typename... Args> |
| 66 | std::unique_ptr<IWorkload> ClWorkloadFactory::MakeWorkload(const QueueDescriptorType& descriptor, |
| 67 | const WorkloadInfo& info, |
| 68 | Args&&... args) |
| 69 | { |
| 70 | try |
| 71 | { |
| 72 | return std::make_unique<Workload>(descriptor, info, std::forward<Args>(args)...); |
| 73 | } |
| 74 | catch (const cl::Error& clError) |
| 75 | { |
| 76 | throw WrapClError(clError, CHECK_LOCATION()); |
| 77 | } |
| 78 | } |
| 79 | |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 80 | ClWorkloadFactory::ClWorkloadFactory(const std::shared_ptr<ClMemoryManager>& memoryManager) |
| 81 | : m_MemoryManager(memoryManager) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 82 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 83 | } |
| 84 | |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 85 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
| 86 | const bool IsMemoryManaged) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 87 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame^] | 88 | IgnoreUnused(IsMemoryManaged); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 89 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo); |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 90 | tensorHandle->SetMemoryGroup(m_MemoryManager->GetInterLayerMemoryGroup()); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 91 | |
| 92 | return tensorHandle; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 93 | } |
| 94 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 95 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 96 | DataLayout dataLayout, |
| 97 | const bool IsMemoryManaged) const |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 98 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame^] | 99 | IgnoreUnused(IsMemoryManaged); |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 100 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo, dataLayout); |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 101 | tensorHandle->SetMemoryGroup(m_MemoryManager->GetInterLayerMemoryGroup()); |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 102 | |
| 103 | return tensorHandle; |
| 104 | } |
| 105 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 106 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateSubTensorHandle(ITensorHandle& parent, |
| 107 | TensorShape const& subTensorShape, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 108 | unsigned int const* subTensorOrigin) const |
| 109 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 110 | arm_compute::Coordinates coords; |
| 111 | arm_compute::TensorShape shape = armcomputetensorutils::BuildArmComputeTensorShape(subTensorShape); |
| 112 | |
| 113 | coords.set_num_dimensions(subTensorShape.GetNumDimensions()); |
| 114 | for (unsigned int i = 0; i < subTensorShape.GetNumDimensions(); i++) |
| 115 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 116 | // Arm compute indexes tensor coords in reverse order. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 117 | unsigned int revertedIndex = subTensorShape.GetNumDimensions() - i - 1; |
| 118 | coords.set(i, boost::numeric_cast<int>(subTensorOrigin[revertedIndex])); |
| 119 | } |
| 120 | |
Derek Lamberti | 0790dce | 2019-04-15 18:37:35 +0100 | [diff] [blame] | 121 | const arm_compute::TensorShape parentShape = armcomputetensorutils::BuildArmComputeTensorShape(parent.GetShape()); |
| 122 | if (!::arm_compute::error_on_invalid_subtensor(__func__, __FILE__, __LINE__, parentShape, coords, shape)) |
| 123 | { |
| 124 | return nullptr; |
| 125 | } |
| 126 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 127 | return std::make_unique<ClSubTensorHandle>( |
| 128 | boost::polymorphic_downcast<IClTensorHandle*>(&parent), shape, coords); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 129 | } |
| 130 | |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 131 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateAbs(const AbsQueueDescriptor& descriptor, |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 132 | const WorkloadInfo& info) const |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 133 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame^] | 134 | IgnoreUnused(descriptor); |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 135 | |
| 136 | ElementwiseUnaryQueueDescriptor elementwiseUnaryDescriptor; |
| 137 | elementwiseUnaryDescriptor.m_Parameters = ElementwiseUnaryDescriptor(UnaryOperation::Abs); |
| 138 | |
| 139 | return CreateElementwiseUnary(elementwiseUnaryDescriptor, info); |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 140 | } |
| 141 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 142 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 143 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 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 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 148 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 149 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 150 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 151 | return MakeWorkload<ClAdditionWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 152 | } |
| 153 | |
James Conroy | 2dc0572 | 2019-09-19 17:00:31 +0100 | [diff] [blame] | 154 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateArgMinMax(const ArgMinMaxQueueDescriptor& descriptor, |
| 155 | const WorkloadInfo& info) const |
| 156 | { |
| 157 | return std::make_unique<ClArgMinMaxWorkload>(descriptor, info); |
| 158 | } |
| 159 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 160 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateBatchNormalization( |
| 161 | const BatchNormalizationQueueDescriptor& descriptor, |
| 162 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 163 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 164 | return MakeWorkload<ClBatchNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 165 | } |
| 166 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 167 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 168 | const WorkloadInfo& info) const |
| 169 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 170 | return MakeWorkload<ClBatchToSpaceNdWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 171 | } |
| 172 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 173 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateComparison(const ComparisonQueueDescriptor& descriptor, |
| 174 | const WorkloadInfo& info) const |
| 175 | { |
| 176 | if (descriptor.m_Parameters.m_Operation == ComparisonOperation::Greater) |
| 177 | { |
| 178 | GreaterQueueDescriptor greaterQueueDescriptor; |
| 179 | greaterQueueDescriptor.m_Inputs = descriptor.m_Inputs; |
| 180 | greaterQueueDescriptor.m_Outputs = descriptor.m_Outputs; |
| 181 | |
| 182 | return MakeWorkload<ClGreaterFloat32Workload, ClGreaterUint8Workload>(greaterQueueDescriptor, info); |
| 183 | } |
| 184 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 185 | } |
| 186 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 187 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConcat(const ConcatQueueDescriptor& descriptor, |
| 188 | const WorkloadInfo& info) const |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 189 | { |
| 190 | return MakeWorkload<ClConcatWorkload>(descriptor, info); |
| 191 | } |
| 192 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 193 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 194 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 195 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 196 | return MakeWorkload<ClConstantWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 197 | } |
| 198 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 199 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp16ToFp32( |
| 200 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 201 | const WorkloadInfo& info) const |
| 202 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 203 | return MakeWorkload<ClConvertFp16ToFp32Workload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 204 | } |
| 205 | |
| 206 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp32ToFp16( |
| 207 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 208 | const WorkloadInfo& info) const |
| 209 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 210 | return MakeWorkload<ClConvertFp32ToFp16Workload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 211 | } |
| 212 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 213 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 214 | const WorkloadInfo& info) const |
| 215 | { |
| 216 | return MakeWorkload<ClConvolution2dWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
| 217 | } |
| 218 | |
| 219 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDebug(const DebugQueueDescriptor& descriptor, |
| 220 | const WorkloadInfo& info) const |
| 221 | { |
| 222 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 223 | } |
| 224 | |
| 225 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthToSpace(const DepthToSpaceQueueDescriptor& descriptor, |
| 226 | const WorkloadInfo& info) const |
| 227 | { |
| 228 | return MakeWorkload<ClDepthToSpaceWorkload>(descriptor, info); |
| 229 | } |
| 230 | |
| 231 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthwiseConvolution2d( |
| 232 | const DepthwiseConvolution2dQueueDescriptor& descriptor, |
| 233 | const WorkloadInfo& info) const |
| 234 | { |
| 235 | return MakeWorkload<ClDepthwiseConvolutionWorkload>(descriptor, info); |
| 236 | } |
| 237 | |
| 238 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDequantize(const DequantizeQueueDescriptor& descriptor, |
| 239 | const WorkloadInfo& info) const |
| 240 | { |
| 241 | return MakeWorkload<ClDequantizeWorkload>(descriptor, info); |
| 242 | } |
| 243 | |
| 244 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDetectionPostProcess( |
| 245 | const DetectionPostProcessQueueDescriptor& descriptor, |
| 246 | const WorkloadInfo& info) const |
| 247 | { |
| 248 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 249 | } |
| 250 | |
| 251 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDivision(const DivisionQueueDescriptor& descriptor, |
| 252 | const WorkloadInfo& info) const |
| 253 | { |
| 254 | return MakeWorkload<ClDivisionFloatWorkload, NullWorkload>(descriptor, info); |
| 255 | } |
| 256 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 257 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateElementwiseUnary(const ElementwiseUnaryQueueDescriptor& descriptor, |
| 258 | const WorkloadInfo& info) const |
| 259 | { |
| 260 | if (descriptor.m_Parameters.m_Operation == UnaryOperation::Abs) |
| 261 | { |
| 262 | AbsQueueDescriptor absQueueDescriptor; |
| 263 | absQueueDescriptor.m_Inputs = descriptor.m_Inputs; |
| 264 | absQueueDescriptor.m_Outputs = descriptor.m_Outputs; |
| 265 | |
| 266 | return MakeWorkload<ClAbsWorkload>(absQueueDescriptor, info); |
| 267 | } |
| 268 | else if (descriptor.m_Parameters.m_Operation == UnaryOperation::Rsqrt) |
| 269 | { |
| 270 | RsqrtQueueDescriptor rsqrtQueueDescriptor; |
| 271 | rsqrtQueueDescriptor.m_Inputs = descriptor.m_Inputs; |
| 272 | rsqrtQueueDescriptor.m_Outputs = descriptor.m_Outputs; |
| 273 | |
| 274 | return MakeWorkload<ClRsqrtWorkload>(rsqrtQueueDescriptor, info); |
| 275 | } |
| 276 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 277 | } |
| 278 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 279 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateEqual(const EqualQueueDescriptor& descriptor, |
| 280 | const WorkloadInfo& info) const |
| 281 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame^] | 282 | IgnoreUnused(descriptor); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 283 | |
| 284 | ComparisonQueueDescriptor comparisonDescriptor; |
| 285 | comparisonDescriptor.m_Parameters = ComparisonDescriptor(ComparisonOperation::Equal); |
| 286 | |
| 287 | return CreateComparison(comparisonDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 288 | } |
| 289 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 290 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
| 291 | const WorkloadInfo& info) const |
| 292 | { |
| 293 | return MakeWorkload<ClFloorFloatWorkload, NullWorkload>(descriptor, info); |
| 294 | } |
| 295 | |
| 296 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, |
| 297 | const WorkloadInfo& info) const |
| 298 | { |
| 299 | return MakeWorkload<ClFullyConnectedWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
| 300 | } |
| 301 | |
| 302 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateGather(const GatherQueueDescriptor& descriptor, |
| 303 | const WorkloadInfo& info) const |
| 304 | { |
| 305 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 306 | } |
| 307 | |
| 308 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateGreater(const GreaterQueueDescriptor& descriptor, |
| 309 | const WorkloadInfo& info) const |
| 310 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame^] | 311 | IgnoreUnused(descriptor); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 312 | |
| 313 | ComparisonQueueDescriptor comparisonDescriptor; |
| 314 | comparisonDescriptor.m_Parameters = ComparisonDescriptor(ComparisonOperation::Greater); |
| 315 | |
| 316 | return CreateComparison(comparisonDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 317 | } |
| 318 | |
| 319 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 320 | const WorkloadInfo& info) const |
| 321 | { |
| 322 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
| 323 | } |
| 324 | |
| 325 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInstanceNormalization( |
| 326 | const InstanceNormalizationQueueDescriptor& descriptor, |
| 327 | const WorkloadInfo& info) const |
| 328 | { |
| 329 | return MakeWorkload<ClInstanceNormalizationWorkload>(descriptor, info); |
| 330 | } |
| 331 | |
| 332 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 333 | const WorkloadInfo& info) const |
| 334 | { |
| 335 | return MakeWorkload<ClL2NormalizationFloatWorkload, NullWorkload>(descriptor, info); |
| 336 | } |
| 337 | |
| 338 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 339 | const WorkloadInfo& info) const |
| 340 | { |
| 341 | return MakeWorkload<ClLstmFloatWorkload, NullWorkload>(descriptor, info); |
| 342 | } |
| 343 | |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 344 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMaximum(const MaximumQueueDescriptor& descriptor, |
| 345 | const WorkloadInfo& info) const |
| 346 | { |
keidav01 | a959ee5 | 2018-12-19 10:04:58 +0000 | [diff] [blame] | 347 | return MakeWorkload<ClMaximumWorkload>(descriptor, info); |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 348 | } |
| 349 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 350 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMean(const MeanQueueDescriptor& descriptor, |
| 351 | const WorkloadInfo& info) const |
| 352 | { |
Aron Virginas-Tar | 39f44af | 2019-09-10 13:32:42 +0100 | [diff] [blame] | 353 | return MakeWorkload<ClMeanWorkload>(descriptor, info); |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 354 | } |
| 355 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 356 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 357 | const WorkloadInfo& info) const |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 358 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 359 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 360 | { |
| 361 | throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemCopy workload"); |
| 362 | } |
| 363 | |
| 364 | return MakeWorkload<CopyMemGenericWorkload>(descriptor, info); |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 365 | } |
| 366 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 367 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMemImport(const MemImportQueueDescriptor& descriptor, |
| 368 | const WorkloadInfo& info) const |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 369 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 370 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 371 | { |
| 372 | throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemImport workload"); |
| 373 | } |
| 374 | |
| 375 | return std::make_unique<ImportMemGenericWorkload>(descriptor, info); |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 376 | } |
| 377 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 378 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 379 | const WorkloadInfo& info) const |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 380 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 381 | return CreateConcat(descriptor, info); |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 382 | } |
| 383 | |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 384 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMinimum(const MinimumQueueDescriptor& descriptor, |
| 385 | const WorkloadInfo& info) const |
| 386 | { |
saoste01 | 9292aa3 | 2019-01-08 13:55:59 +0000 | [diff] [blame] | 387 | return MakeWorkload<ClMinimumWorkload>(descriptor, info); |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 388 | } |
| 389 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 390 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, |
| 391 | const WorkloadInfo& info) const |
| 392 | { |
| 393 | return MakeWorkload<ClMultiplicationWorkload>(descriptor, info); |
| 394 | } |
| 395 | |
| 396 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 397 | const WorkloadInfo& info) const |
| 398 | { |
| 399 | return MakeWorkload<ClNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
| 400 | } |
| 401 | |
| 402 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, |
| 403 | const WorkloadInfo& info) const |
| 404 | { |
| 405 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
| 406 | } |
| 407 | |
| 408 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, |
| 409 | const WorkloadInfo& info) const |
| 410 | { |
| 411 | return MakeWorkload<ClPadWorkload>(descriptor, info); |
| 412 | } |
| 413 | |
| 414 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 415 | const WorkloadInfo& info) const |
| 416 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 417 | return MakeWorkload<ClPermuteWorkload>(descriptor, info); |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 418 | } |
| 419 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 420 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 421 | const WorkloadInfo& info) const |
Nattapat Chaimanowong | a9a1cf1 | 2018-12-03 16:06:49 +0000 | [diff] [blame] | 422 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 423 | return MakeWorkload<ClPooling2dWorkload>(descriptor, info); |
Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 424 | } |
| 425 | |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 426 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor, |
| 427 | const WorkloadInfo& info) const |
| 428 | { |
| 429 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 430 | } |
| 431 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 432 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePrelu(const PreluQueueDescriptor &descriptor, |
| 433 | const WorkloadInfo &info) const |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 434 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 435 | return MakeWorkload<ClPreluWorkload>(descriptor, info); |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 436 | } |
| 437 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 438 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateQuantize(const QuantizeQueueDescriptor& descriptor, |
| 439 | const WorkloadInfo& info) const |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 440 | { |
Keith Davis | a856501 | 2020-02-14 12:22:40 +0000 | [diff] [blame] | 441 | return MakeWorkload<ClQuantizeWorkload>(descriptor, info); |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 442 | } |
| 443 | |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 444 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateQuantizedLstm(const QuantizedLstmQueueDescriptor& descriptor, |
| 445 | const WorkloadInfo& info) const |
| 446 | { |
| 447 | return MakeWorkload<ClQuantizedLstmWorkload>(descriptor, info); |
| 448 | } |
| 449 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 450 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 451 | const WorkloadInfo& info) const |
| 452 | { |
| 453 | return MakeWorkload<ClReshapeWorkload>(descriptor, info); |
| 454 | } |
| 455 | |
| 456 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateResize(const ResizeQueueDescriptor& descriptor, |
| 457 | const WorkloadInfo& info) const |
| 458 | { |
| 459 | return MakeWorkload<ClResizeWorkload>(descriptor, info); |
| 460 | } |
| 461 | |
| 462 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, |
| 463 | const WorkloadInfo& info) const |
| 464 | { |
| 465 | ResizeQueueDescriptor resizeDescriptor; |
| 466 | resizeDescriptor.m_Inputs = descriptor.m_Inputs; |
| 467 | resizeDescriptor.m_Outputs = descriptor.m_Outputs; |
| 468 | |
| 469 | resizeDescriptor.m_Parameters.m_Method = ResizeMethod::Bilinear; |
| 470 | resizeDescriptor.m_Parameters.m_DataLayout = descriptor.m_Parameters.m_DataLayout; |
| 471 | resizeDescriptor.m_Parameters.m_TargetHeight = descriptor.m_Parameters.m_TargetHeight; |
| 472 | resizeDescriptor.m_Parameters.m_TargetWidth = descriptor.m_Parameters.m_TargetWidth; |
| 473 | |
| 474 | return CreateResize(resizeDescriptor, info); |
| 475 | } |
| 476 | |
| 477 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateRsqrt(const RsqrtQueueDescriptor& descriptor, |
| 478 | const WorkloadInfo& info) const |
| 479 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame^] | 480 | IgnoreUnused(descriptor); |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 481 | |
| 482 | ElementwiseUnaryQueueDescriptor elementwiseUnaryDescriptor; |
| 483 | elementwiseUnaryDescriptor.m_Parameters = ElementwiseUnaryDescriptor(UnaryOperation::Rsqrt); |
| 484 | |
| 485 | return CreateElementwiseUnary(elementwiseUnaryDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 486 | } |
| 487 | |
Aron Virginas-Tar | 94c4fef | 2019-11-25 15:37:08 +0000 | [diff] [blame] | 488 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSlice(const SliceQueueDescriptor& descriptor, |
| 489 | const WorkloadInfo& info) const |
| 490 | { |
| 491 | return MakeWorkload<ClSliceWorkload>(descriptor, info); |
| 492 | } |
| 493 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 494 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 495 | const WorkloadInfo& info) const |
| 496 | { |
| 497 | return MakeWorkload<ClSoftmaxFloatWorkload, ClSoftmaxUint8Workload>(descriptor, info, |
| 498 | m_MemoryManager->GetIntraLayerManager()); |
| 499 | } |
| 500 | |
| 501 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 502 | const WorkloadInfo& info) const |
| 503 | { |
| 504 | return MakeWorkload<ClSpaceToBatchNdWorkload>(descriptor, info); |
| 505 | } |
| 506 | |
| 507 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSpaceToDepth(const SpaceToDepthQueueDescriptor& descriptor, |
| 508 | const WorkloadInfo& info) const |
| 509 | { |
| 510 | return MakeWorkload<ClSpaceToDepthWorkload>(descriptor, info); |
| 511 | } |
| 512 | |
| 513 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 514 | const WorkloadInfo& info) const |
| 515 | { |
| 516 | return MakeWorkload<ClSplitterWorkload>(descriptor, info); |
| 517 | } |
| 518 | |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 519 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateStack(const StackQueueDescriptor& descriptor, |
| 520 | const WorkloadInfo& info) const |
| 521 | { |
| 522 | return MakeWorkload<ClStackWorkload>(descriptor, info); |
| 523 | } |
| 524 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 525 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 526 | const WorkloadInfo& info) const |
| 527 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 528 | return MakeWorkload<ClStridedSliceWorkload>(descriptor, info); |
| 529 | } |
| 530 | |
| 531 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 532 | const WorkloadInfo& info) const |
| 533 | { |
| 534 | return MakeWorkload<ClSubtractionWorkload>(descriptor, info); |
| 535 | } |
| 536 | |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 537 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateTranspose(const TransposeQueueDescriptor& descriptor, |
| 538 | const WorkloadInfo& info) const |
| 539 | { |
| 540 | return MakeWorkload<ClTransposeWorkload>(descriptor, info); |
| 541 | } |
| 542 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 543 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateTransposeConvolution2d( |
| 544 | const TransposeConvolution2dQueueDescriptor& descriptor, |
| 545 | const WorkloadInfo& info) const |
| 546 | { |
| 547 | return MakeWorkload<ClTransposeConvolution2dWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 548 | } |
| 549 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 550 | } // namespace armnn |