Laurent Carlier | 749294b | 2020-06-01 09:03:17 +0100 | [diff] [blame] | 1 | // |
Teresa Charlin | 8398edc | 2020-07-20 14:23:02 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. 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" |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 7 | #include "ClBackendModelContext.hpp" |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 8 | |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 9 | #include <Layer.hpp> |
| 10 | |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 11 | #include <armnn/Exceptions.hpp> |
| 12 | #include <armnn/Utils.hpp> |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 13 | #include <armnn/utility/IgnoreUnused.hpp> |
Matthew Sloyan | 171214c | 2020-09-09 09:07:37 +0100 | [diff] [blame] | 14 | #include <armnn/utility/NumericCast.hpp> |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 15 | #include <armnn/utility/PolymorphicDowncast.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 16 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 17 | #include <backendsCommon/CpuTensorHandle.hpp> |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 18 | #include <backendsCommon/MakeWorkloadHelper.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 19 | #include <backendsCommon/MemCopyWorkload.hpp> |
Derek Lamberti | f674aa0 | 2019-08-01 15:56:25 +0100 | [diff] [blame] | 20 | #include <backendsCommon/MemImportWorkload.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 | |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 26 | #include <arm_compute/core/CL/CLKernelLibrary.h> |
| 27 | #include <arm_compute/runtime/CL/CLBufferAllocator.h> |
| 28 | #include <arm_compute/runtime/CL/CLScheduler.h> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 29 | |
Sadik Armagan | dea8fb6 | 2020-11-26 10:38:11 +0000 | [diff] [blame^] | 30 | #include <Filesystem.hpp> |
| 31 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 32 | namespace armnn |
| 33 | { |
| 34 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 35 | namespace |
| 36 | { |
| 37 | static const BackendId s_Id{ClBackendId()}; |
| 38 | } |
| 39 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 40 | bool ClWorkloadFactory::IsLayerSupported(const Layer& layer, |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 41 | Optional<DataType> dataType, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 42 | std::string& outReasonIfUnsupported) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 43 | { |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 44 | return IWorkloadFactory::IsLayerSupported(s_Id, layer, dataType, outReasonIfUnsupported); |
| 45 | } |
| 46 | |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 47 | bool ClWorkloadFactory::IsLayerSupported(const IConnectableLayer& layer, |
| 48 | Optional<DataType> dataType, |
| 49 | std::string& outReasonIfUnsupported, |
| 50 | const ModelOptions& modelOptions) |
| 51 | { |
| 52 | return IWorkloadFactory::IsLayerSupported(s_Id, layer, dataType, outReasonIfUnsupported, modelOptions); |
| 53 | } |
| 54 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 55 | const BackendId& ClWorkloadFactory::GetBackendId() const |
| 56 | { |
| 57 | return s_Id; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 58 | } |
| 59 | |
Sadik Armagan | dea8fb6 | 2020-11-26 10:38:11 +0000 | [diff] [blame^] | 60 | void ClWorkloadFactory::AfterWorkloadsCreated() |
| 61 | { |
| 62 | if(m_ModelContextPtr) |
| 63 | { |
| 64 | auto modelOptions = dynamic_cast<ClBackendModelContext*>(m_ModelContextPtr.get()); |
| 65 | if (modelOptions->SaveCachedNetwork()) |
| 66 | { |
| 67 | // Save map to a filepath provided in ModelOptions |
| 68 | auto filePath = modelOptions->GetCachedNetworkFilePath(); |
| 69 | if (filePath != "" && fs::exists(filePath) && fs::is_regular_file(filePath)) |
| 70 | { |
| 71 | /// Saving will be implemented within IVGCVSW-5483 story. |
| 72 | } |
| 73 | } |
| 74 | } |
| 75 | } |
| 76 | |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 77 | template <typename FloatWorkload, typename Uint8Workload, typename QueueDescriptorType, typename... Args> |
| 78 | std::unique_ptr<IWorkload> ClWorkloadFactory::MakeWorkload(const QueueDescriptorType& descriptor, |
| 79 | const WorkloadInfo& info, |
| 80 | Args&&... args) |
| 81 | { |
| 82 | try |
| 83 | { |
| 84 | return MakeWorkloadHelper<FloatWorkload, Uint8Workload>(descriptor, info, std::forward<Args>(args)...); |
| 85 | } |
| 86 | catch (const cl::Error& clError) |
| 87 | { |
| 88 | throw WrapClError(clError, CHECK_LOCATION()); |
| 89 | } |
| 90 | } |
| 91 | |
| 92 | template <typename Workload, typename QueueDescriptorType, typename... Args> |
| 93 | std::unique_ptr<IWorkload> ClWorkloadFactory::MakeWorkload(const QueueDescriptorType& descriptor, |
| 94 | const WorkloadInfo& info, |
| 95 | Args&&... args) |
| 96 | { |
| 97 | try |
| 98 | { |
| 99 | return std::make_unique<Workload>(descriptor, info, std::forward<Args>(args)...); |
| 100 | } |
| 101 | catch (const cl::Error& clError) |
| 102 | { |
| 103 | throw WrapClError(clError, CHECK_LOCATION()); |
| 104 | } |
| 105 | } |
| 106 | |
Sadik Armagan | dea8fb6 | 2020-11-26 10:38:11 +0000 | [diff] [blame^] | 107 | void ClWorkloadFactory::InitializeCLCompileContext() |
| 108 | { |
| 109 | // Initialize our m_CLCompileContext using default device and context |
| 110 | cl::Device device = cl::Device::getDefault(); |
| 111 | cl::Context context = cl::Context(device); |
| 112 | |
| 113 | m_CLCompileContext = arm_compute::CLCompileContext(context, device); |
| 114 | |
| 115 | if (m_ModelContextPtr) |
| 116 | { |
| 117 | // Load saved programs if the user has set a filepath |
| 118 | auto modelOptions = dynamic_cast<ClBackendModelContext*>(m_ModelContextPtr.get()); |
| 119 | auto filePath = modelOptions->GetCachedNetworkFilePath(); |
| 120 | if (filePath != "" |
| 121 | && fs::exists(filePath) |
| 122 | && fs::is_regular_file(filePath) |
| 123 | && !(modelOptions->SaveCachedNetwork())) |
| 124 | { |
| 125 | /// Loading will be implemented within IVGCVSW-5483 story. |
| 126 | } |
| 127 | } |
| 128 | } |
| 129 | |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 130 | ClWorkloadFactory::ClWorkloadFactory(const std::shared_ptr<ClMemoryManager>& memoryManager) |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 131 | : m_MemoryManager(memoryManager), m_ModelContextPtr(IBackendInternal::IBackendSpecificModelContextPtr{}) |
| 132 | { |
Sadik Armagan | dea8fb6 | 2020-11-26 10:38:11 +0000 | [diff] [blame^] | 133 | InitializeCLCompileContext(); |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 134 | } |
| 135 | |
| 136 | ClWorkloadFactory::ClWorkloadFactory(const std::shared_ptr<ClMemoryManager>& memoryManager, |
| 137 | const IBackendInternal::IBackendSpecificModelContextPtr& modelContextPtr) |
| 138 | : m_MemoryManager(memoryManager), m_ModelContextPtr(modelContextPtr) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 139 | { |
Sadik Armagan | dea8fb6 | 2020-11-26 10:38:11 +0000 | [diff] [blame^] | 140 | InitializeCLCompileContext(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 141 | } |
| 142 | |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 143 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
| 144 | const bool IsMemoryManaged) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 145 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 146 | IgnoreUnused(IsMemoryManaged); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 147 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo); |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 148 | tensorHandle->SetMemoryGroup(m_MemoryManager->GetInterLayerMemoryGroup()); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 149 | |
| 150 | return tensorHandle; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 151 | } |
| 152 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 153 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 154 | DataLayout dataLayout, |
| 155 | const bool IsMemoryManaged) const |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 156 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 157 | IgnoreUnused(IsMemoryManaged); |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 158 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo, dataLayout); |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 159 | tensorHandle->SetMemoryGroup(m_MemoryManager->GetInterLayerMemoryGroup()); |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 160 | |
| 161 | return tensorHandle; |
| 162 | } |
| 163 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 164 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateSubTensorHandle(ITensorHandle& parent, |
| 165 | TensorShape const& subTensorShape, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 166 | unsigned int const* subTensorOrigin) const |
| 167 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 168 | arm_compute::Coordinates coords; |
| 169 | arm_compute::TensorShape shape = armcomputetensorutils::BuildArmComputeTensorShape(subTensorShape); |
| 170 | |
| 171 | coords.set_num_dimensions(subTensorShape.GetNumDimensions()); |
| 172 | for (unsigned int i = 0; i < subTensorShape.GetNumDimensions(); i++) |
| 173 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 174 | // Arm compute indexes tensor coords in reverse order. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 175 | unsigned int revertedIndex = subTensorShape.GetNumDimensions() - i - 1; |
Matthew Sloyan | 171214c | 2020-09-09 09:07:37 +0100 | [diff] [blame] | 176 | coords.set(i, armnn::numeric_cast<int>(subTensorOrigin[revertedIndex])); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 177 | } |
| 178 | |
Derek Lamberti | 0790dce | 2019-04-15 18:37:35 +0100 | [diff] [blame] | 179 | const arm_compute::TensorShape parentShape = armcomputetensorutils::BuildArmComputeTensorShape(parent.GetShape()); |
| 180 | if (!::arm_compute::error_on_invalid_subtensor(__func__, __FILE__, __LINE__, parentShape, coords, shape)) |
| 181 | { |
| 182 | return nullptr; |
| 183 | } |
| 184 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 185 | return std::make_unique<ClSubTensorHandle>( |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 186 | PolymorphicDowncast<IClTensorHandle*>(&parent), shape, coords); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 187 | } |
| 188 | |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 189 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateAbs(const AbsQueueDescriptor& descriptor, |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 190 | const WorkloadInfo& info) const |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 191 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 192 | IgnoreUnused(descriptor); |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 193 | |
| 194 | ElementwiseUnaryQueueDescriptor elementwiseUnaryDescriptor; |
| 195 | elementwiseUnaryDescriptor.m_Parameters = ElementwiseUnaryDescriptor(UnaryOperation::Abs); |
| 196 | |
| 197 | return CreateElementwiseUnary(elementwiseUnaryDescriptor, info); |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 198 | } |
| 199 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 200 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 201 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 202 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 203 | return MakeWorkload<ClActivationWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 204 | } |
| 205 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 206 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 207 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 208 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 209 | return MakeWorkload<ClAdditionWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 210 | } |
| 211 | |
James Conroy | 2dc0572 | 2019-09-19 17:00:31 +0100 | [diff] [blame] | 212 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateArgMinMax(const ArgMinMaxQueueDescriptor& descriptor, |
| 213 | const WorkloadInfo& info) const |
| 214 | { |
| 215 | return std::make_unique<ClArgMinMaxWorkload>(descriptor, info); |
| 216 | } |
| 217 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 218 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateBatchNormalization( |
| 219 | const BatchNormalizationQueueDescriptor& descriptor, |
| 220 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 221 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 222 | return MakeWorkload<ClBatchNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 223 | } |
| 224 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 225 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 226 | const WorkloadInfo& info) const |
| 227 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 228 | return MakeWorkload<ClBatchToSpaceNdWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 229 | } |
| 230 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 231 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateComparison(const ComparisonQueueDescriptor& descriptor, |
| 232 | const WorkloadInfo& info) const |
| 233 | { |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 234 | return MakeWorkload<ClComparisonWorkload>(descriptor, info); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 235 | } |
| 236 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 237 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConcat(const ConcatQueueDescriptor& descriptor, |
| 238 | const WorkloadInfo& info) const |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 239 | { |
| 240 | return MakeWorkload<ClConcatWorkload>(descriptor, info); |
| 241 | } |
| 242 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 243 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 244 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 245 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 246 | return MakeWorkload<ClConstantWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 247 | } |
| 248 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 249 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp16ToFp32( |
| 250 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 251 | const WorkloadInfo& info) const |
| 252 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 253 | return MakeWorkload<ClConvertFp16ToFp32Workload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 254 | } |
| 255 | |
| 256 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp32ToFp16( |
| 257 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 258 | const WorkloadInfo& info) const |
| 259 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 260 | return MakeWorkload<ClConvertFp32ToFp16Workload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 261 | } |
| 262 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 263 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 264 | const WorkloadInfo& info) const |
| 265 | { |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 266 | bool isFastMathEnabled = false; |
| 267 | if (m_ModelContextPtr) |
| 268 | { |
| 269 | if (m_ModelContextPtr.get() != nullptr) |
| 270 | { |
| 271 | auto modelOptions = dynamic_cast<ClBackendModelContext*>(m_ModelContextPtr.get()); |
| 272 | if (modelOptions) |
| 273 | { |
| 274 | isFastMathEnabled = modelOptions->IsFastMathEnabled(); |
| 275 | } |
| 276 | } |
| 277 | } |
| 278 | return MakeWorkload<ClConvolution2dWorkload>(descriptor, |
| 279 | info, |
| 280 | m_MemoryManager->GetIntraLayerManager(), |
| 281 | isFastMathEnabled); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 282 | } |
| 283 | |
| 284 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDebug(const DebugQueueDescriptor& descriptor, |
| 285 | const WorkloadInfo& info) const |
| 286 | { |
| 287 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 288 | } |
| 289 | |
| 290 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthToSpace(const DepthToSpaceQueueDescriptor& descriptor, |
| 291 | const WorkloadInfo& info) const |
| 292 | { |
| 293 | return MakeWorkload<ClDepthToSpaceWorkload>(descriptor, info); |
| 294 | } |
| 295 | |
| 296 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthwiseConvolution2d( |
| 297 | const DepthwiseConvolution2dQueueDescriptor& descriptor, |
| 298 | const WorkloadInfo& info) const |
| 299 | { |
| 300 | return MakeWorkload<ClDepthwiseConvolutionWorkload>(descriptor, info); |
| 301 | } |
| 302 | |
| 303 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDequantize(const DequantizeQueueDescriptor& descriptor, |
| 304 | const WorkloadInfo& info) const |
| 305 | { |
| 306 | return MakeWorkload<ClDequantizeWorkload>(descriptor, info); |
| 307 | } |
| 308 | |
| 309 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDetectionPostProcess( |
| 310 | const DetectionPostProcessQueueDescriptor& descriptor, |
| 311 | const WorkloadInfo& info) const |
| 312 | { |
| 313 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 314 | } |
| 315 | |
| 316 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDivision(const DivisionQueueDescriptor& descriptor, |
| 317 | const WorkloadInfo& info) const |
| 318 | { |
| 319 | return MakeWorkload<ClDivisionFloatWorkload, NullWorkload>(descriptor, info); |
| 320 | } |
| 321 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 322 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateElementwiseUnary(const ElementwiseUnaryQueueDescriptor& descriptor, |
| 323 | const WorkloadInfo& info) const |
| 324 | { |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 325 | switch(descriptor.m_Parameters.m_Operation) |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 326 | { |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 327 | case UnaryOperation::Abs: |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 328 | { |
| 329 | AbsQueueDescriptor absQueueDescriptor; |
| 330 | absQueueDescriptor.m_Inputs = descriptor.m_Inputs; |
| 331 | absQueueDescriptor.m_Outputs = descriptor.m_Outputs; |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 332 | |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 333 | return std::make_unique<ClAbsWorkload>(absQueueDescriptor, info); |
| 334 | } |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 335 | case UnaryOperation::Exp: |
| 336 | return std::make_unique<ClExpWorkload>(descriptor, info); |
| 337 | case UnaryOperation::Neg: |
| 338 | return std::make_unique<ClNegWorkload>(descriptor, info); |
| 339 | case UnaryOperation::Rsqrt: |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 340 | { |
| 341 | RsqrtQueueDescriptor rsqrtQueueDescriptor; |
| 342 | rsqrtQueueDescriptor.m_Inputs = descriptor.m_Inputs; |
| 343 | rsqrtQueueDescriptor.m_Outputs = descriptor.m_Outputs; |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 344 | |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 345 | return std::make_unique<ClRsqrtWorkload>(rsqrtQueueDescriptor, info); |
| 346 | } |
| 347 | case UnaryOperation::LogicalNot: |
| 348 | return std::make_unique<ClLogicalNotWorkload>(descriptor, info); |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 349 | default: |
| 350 | return nullptr; |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 351 | } |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 352 | } |
| 353 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 354 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateEqual(const EqualQueueDescriptor& descriptor, |
| 355 | const WorkloadInfo& info) const |
| 356 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 357 | IgnoreUnused(descriptor); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 358 | |
| 359 | ComparisonQueueDescriptor comparisonDescriptor; |
| 360 | comparisonDescriptor.m_Parameters = ComparisonDescriptor(ComparisonOperation::Equal); |
| 361 | |
| 362 | return CreateComparison(comparisonDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 363 | } |
| 364 | |
Sadik Armagan | 66aecb0 | 2020-06-24 11:42:20 +0100 | [diff] [blame] | 365 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFill(const FillQueueDescriptor& descriptor, |
| 366 | const WorkloadInfo& info) const |
| 367 | { |
| 368 | return std::make_unique<ClFillWorkload>(descriptor, info); |
| 369 | } |
| 370 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 371 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
| 372 | const WorkloadInfo& info) const |
| 373 | { |
| 374 | return MakeWorkload<ClFloorFloatWorkload, NullWorkload>(descriptor, info); |
| 375 | } |
| 376 | |
| 377 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, |
| 378 | const WorkloadInfo& info) const |
| 379 | { |
| 380 | return MakeWorkload<ClFullyConnectedWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
| 381 | } |
| 382 | |
| 383 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateGather(const GatherQueueDescriptor& descriptor, |
| 384 | const WorkloadInfo& info) const |
| 385 | { |
Teresa Charlin | 9ad2e5b | 2020-04-10 22:34:48 +0100 | [diff] [blame] | 386 | return MakeWorkload<ClGatherWorkload>(descriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 387 | } |
| 388 | |
| 389 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateGreater(const GreaterQueueDescriptor& descriptor, |
| 390 | const WorkloadInfo& info) const |
| 391 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 392 | IgnoreUnused(descriptor); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 393 | |
| 394 | ComparisonQueueDescriptor comparisonDescriptor; |
| 395 | comparisonDescriptor.m_Parameters = ComparisonDescriptor(ComparisonOperation::Greater); |
| 396 | |
| 397 | return CreateComparison(comparisonDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 398 | } |
| 399 | |
| 400 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 401 | const WorkloadInfo& info) const |
| 402 | { |
| 403 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
| 404 | } |
| 405 | |
| 406 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInstanceNormalization( |
| 407 | const InstanceNormalizationQueueDescriptor& descriptor, |
| 408 | const WorkloadInfo& info) const |
| 409 | { |
| 410 | return MakeWorkload<ClInstanceNormalizationWorkload>(descriptor, info); |
| 411 | } |
| 412 | |
| 413 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 414 | const WorkloadInfo& info) const |
| 415 | { |
| 416 | return MakeWorkload<ClL2NormalizationFloatWorkload, NullWorkload>(descriptor, info); |
| 417 | } |
| 418 | |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 419 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLogicalBinary(const LogicalBinaryQueueDescriptor& descriptor, |
| 420 | const WorkloadInfo& info) const |
| 421 | { |
| 422 | switch(descriptor.m_Parameters.m_Operation) |
| 423 | { |
| 424 | case LogicalBinaryOperation::LogicalAnd: |
| 425 | return std::make_unique<ClLogicalAndWorkload>(descriptor, info); |
| 426 | case LogicalBinaryOperation::LogicalOr: |
| 427 | return std::make_unique<ClLogicalOrWorkload>(descriptor, info); |
| 428 | default: |
| 429 | return nullptr; |
| 430 | } |
| 431 | } |
| 432 | |
Teresa Charlin | 8398edc | 2020-07-20 14:23:02 +0100 | [diff] [blame] | 433 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLogSoftmax(const LogSoftmaxQueueDescriptor& descriptor, |
| 434 | const WorkloadInfo& info) const |
| 435 | { |
| 436 | return MakeWorkload<ClLogSoftmaxWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
| 437 | } |
| 438 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 439 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 440 | const WorkloadInfo& info) const |
| 441 | { |
| 442 | return MakeWorkload<ClLstmFloatWorkload, NullWorkload>(descriptor, info); |
| 443 | } |
| 444 | |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 445 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMaximum(const MaximumQueueDescriptor& descriptor, |
| 446 | const WorkloadInfo& info) const |
| 447 | { |
keidav01 | a959ee5 | 2018-12-19 10:04:58 +0000 | [diff] [blame] | 448 | return MakeWorkload<ClMaximumWorkload>(descriptor, info); |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 449 | } |
| 450 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 451 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMean(const MeanQueueDescriptor& descriptor, |
| 452 | const WorkloadInfo& info) const |
| 453 | { |
Aron Virginas-Tar | 39f44af | 2019-09-10 13:32:42 +0100 | [diff] [blame] | 454 | return MakeWorkload<ClMeanWorkload>(descriptor, info); |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 455 | } |
| 456 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 457 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 458 | const WorkloadInfo& info) const |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 459 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 460 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 461 | { |
| 462 | throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemCopy workload"); |
| 463 | } |
| 464 | |
| 465 | return MakeWorkload<CopyMemGenericWorkload>(descriptor, info); |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 466 | } |
| 467 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 468 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMemImport(const MemImportQueueDescriptor& descriptor, |
| 469 | const WorkloadInfo& info) const |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 470 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 471 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 472 | { |
| 473 | throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemImport workload"); |
| 474 | } |
| 475 | |
| 476 | return std::make_unique<ImportMemGenericWorkload>(descriptor, info); |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 477 | } |
| 478 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 479 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 480 | const WorkloadInfo& info) const |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 481 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 482 | return CreateConcat(descriptor, info); |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 483 | } |
| 484 | |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 485 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMinimum(const MinimumQueueDescriptor& descriptor, |
| 486 | const WorkloadInfo& info) const |
| 487 | { |
saoste01 | 9292aa3 | 2019-01-08 13:55:59 +0000 | [diff] [blame] | 488 | return MakeWorkload<ClMinimumWorkload>(descriptor, info); |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 489 | } |
| 490 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 491 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, |
| 492 | const WorkloadInfo& info) const |
| 493 | { |
| 494 | return MakeWorkload<ClMultiplicationWorkload>(descriptor, info); |
| 495 | } |
| 496 | |
| 497 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 498 | const WorkloadInfo& info) const |
| 499 | { |
| 500 | return MakeWorkload<ClNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
| 501 | } |
| 502 | |
| 503 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, |
| 504 | const WorkloadInfo& info) const |
| 505 | { |
| 506 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
| 507 | } |
| 508 | |
| 509 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, |
| 510 | const WorkloadInfo& info) const |
| 511 | { |
| 512 | return MakeWorkload<ClPadWorkload>(descriptor, info); |
| 513 | } |
| 514 | |
| 515 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 516 | const WorkloadInfo& info) const |
| 517 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 518 | return MakeWorkload<ClPermuteWorkload>(descriptor, info); |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 519 | } |
| 520 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 521 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 522 | const WorkloadInfo& info) const |
Nattapat Chaimanowong | a9a1cf1 | 2018-12-03 16:06:49 +0000 | [diff] [blame] | 523 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 524 | return MakeWorkload<ClPooling2dWorkload>(descriptor, info); |
Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 525 | } |
| 526 | |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 527 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor, |
| 528 | const WorkloadInfo& info) const |
| 529 | { |
| 530 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 531 | } |
| 532 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 533 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePrelu(const PreluQueueDescriptor &descriptor, |
| 534 | const WorkloadInfo &info) const |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 535 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 536 | return MakeWorkload<ClPreluWorkload>(descriptor, info); |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 537 | } |
| 538 | |
Ryan OShea | 2323af4 | 2020-05-13 16:36:19 +0100 | [diff] [blame] | 539 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateQLstm(const QLstmQueueDescriptor& descriptor, |
| 540 | const WorkloadInfo& info) const |
| 541 | { |
| 542 | return std::make_unique<ClQLstmWorkload>(descriptor, info); |
| 543 | } |
| 544 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 545 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateQuantize(const QuantizeQueueDescriptor& descriptor, |
| 546 | const WorkloadInfo& info) const |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 547 | { |
Keith Davis | a856501 | 2020-02-14 12:22:40 +0000 | [diff] [blame] | 548 | return MakeWorkload<ClQuantizeWorkload>(descriptor, info); |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 549 | } |
| 550 | |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 551 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateQuantizedLstm(const QuantizedLstmQueueDescriptor& descriptor, |
| 552 | const WorkloadInfo& info) const |
| 553 | { |
| 554 | return MakeWorkload<ClQuantizedLstmWorkload>(descriptor, info); |
| 555 | } |
| 556 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 557 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 558 | const WorkloadInfo& info) const |
| 559 | { |
| 560 | return MakeWorkload<ClReshapeWorkload>(descriptor, info); |
| 561 | } |
| 562 | |
| 563 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateResize(const ResizeQueueDescriptor& descriptor, |
| 564 | const WorkloadInfo& info) const |
| 565 | { |
| 566 | return MakeWorkload<ClResizeWorkload>(descriptor, info); |
| 567 | } |
| 568 | |
| 569 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, |
| 570 | const WorkloadInfo& info) const |
| 571 | { |
| 572 | ResizeQueueDescriptor resizeDescriptor; |
| 573 | resizeDescriptor.m_Inputs = descriptor.m_Inputs; |
| 574 | resizeDescriptor.m_Outputs = descriptor.m_Outputs; |
| 575 | |
| 576 | resizeDescriptor.m_Parameters.m_Method = ResizeMethod::Bilinear; |
| 577 | resizeDescriptor.m_Parameters.m_DataLayout = descriptor.m_Parameters.m_DataLayout; |
| 578 | resizeDescriptor.m_Parameters.m_TargetHeight = descriptor.m_Parameters.m_TargetHeight; |
| 579 | resizeDescriptor.m_Parameters.m_TargetWidth = descriptor.m_Parameters.m_TargetWidth; |
| 580 | |
| 581 | return CreateResize(resizeDescriptor, info); |
| 582 | } |
| 583 | |
| 584 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateRsqrt(const RsqrtQueueDescriptor& descriptor, |
| 585 | const WorkloadInfo& info) const |
| 586 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 587 | IgnoreUnused(descriptor); |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 588 | |
| 589 | ElementwiseUnaryQueueDescriptor elementwiseUnaryDescriptor; |
| 590 | elementwiseUnaryDescriptor.m_Parameters = ElementwiseUnaryDescriptor(UnaryOperation::Rsqrt); |
| 591 | |
| 592 | return CreateElementwiseUnary(elementwiseUnaryDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 593 | } |
| 594 | |
Aron Virginas-Tar | 94c4fef | 2019-11-25 15:37:08 +0000 | [diff] [blame] | 595 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSlice(const SliceQueueDescriptor& descriptor, |
| 596 | const WorkloadInfo& info) const |
| 597 | { |
| 598 | return MakeWorkload<ClSliceWorkload>(descriptor, info); |
| 599 | } |
| 600 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 601 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 602 | const WorkloadInfo& info) const |
| 603 | { |
Teresa Charlin | c1f6b09 | 2020-05-11 16:10:38 +0100 | [diff] [blame] | 604 | return std::make_unique<ClSoftmaxWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 605 | } |
| 606 | |
| 607 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 608 | const WorkloadInfo& info) const |
| 609 | { |
| 610 | return MakeWorkload<ClSpaceToBatchNdWorkload>(descriptor, info); |
| 611 | } |
| 612 | |
| 613 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSpaceToDepth(const SpaceToDepthQueueDescriptor& descriptor, |
| 614 | const WorkloadInfo& info) const |
| 615 | { |
| 616 | return MakeWorkload<ClSpaceToDepthWorkload>(descriptor, info); |
| 617 | } |
| 618 | |
| 619 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 620 | const WorkloadInfo& info) const |
| 621 | { |
| 622 | return MakeWorkload<ClSplitterWorkload>(descriptor, info); |
| 623 | } |
| 624 | |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 625 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateStack(const StackQueueDescriptor& descriptor, |
| 626 | const WorkloadInfo& info) const |
| 627 | { |
| 628 | return MakeWorkload<ClStackWorkload>(descriptor, info); |
| 629 | } |
| 630 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 631 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 632 | const WorkloadInfo& info) const |
| 633 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 634 | return MakeWorkload<ClStridedSliceWorkload>(descriptor, info); |
| 635 | } |
| 636 | |
| 637 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 638 | const WorkloadInfo& info) const |
| 639 | { |
| 640 | return MakeWorkload<ClSubtractionWorkload>(descriptor, info); |
| 641 | } |
| 642 | |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 643 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateTranspose(const TransposeQueueDescriptor& descriptor, |
| 644 | const WorkloadInfo& info) const |
| 645 | { |
| 646 | return MakeWorkload<ClTransposeWorkload>(descriptor, info); |
| 647 | } |
| 648 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 649 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateTransposeConvolution2d( |
| 650 | const TransposeConvolution2dQueueDescriptor& descriptor, |
| 651 | const WorkloadInfo& info) const |
| 652 | { |
| 653 | return MakeWorkload<ClTransposeConvolution2dWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 654 | } |
| 655 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 656 | } // namespace armnn |