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" |
Matthew Sloyan | 80fbcd5 | 2021-01-07 13:28:47 +0000 | [diff] [blame] | 8 | #include "ClContextDeserializer.hpp" |
| 9 | #include "ClContextSerializer.hpp" |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 10 | |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 11 | #include <Layer.hpp> |
| 12 | |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 13 | #include <armnn/Exceptions.hpp> |
| 14 | #include <armnn/Utils.hpp> |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 15 | #include <armnn/utility/IgnoreUnused.hpp> |
Matthew Sloyan | 171214c | 2020-09-09 09:07:37 +0100 | [diff] [blame] | 16 | #include <armnn/utility/NumericCast.hpp> |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 17 | #include <armnn/utility/PolymorphicDowncast.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 18 | |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 19 | #include <backendsCommon/MakeWorkloadHelper.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 20 | #include <backendsCommon/MemCopyWorkload.hpp> |
Derek Lamberti | f674aa0 | 2019-08-01 15:56:25 +0100 | [diff] [blame] | 21 | #include <backendsCommon/MemImportWorkload.hpp> |
James Conroy | 1f58f03 | 2021-04-27 17:13:27 +0100 | [diff] [blame] | 22 | #include <backendsCommon/TensorHandle.hpp> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 23 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 24 | #include <cl/ClTensorHandle.hpp> |
| 25 | #include <cl/workloads/ClWorkloads.hpp> |
| 26 | #include <cl/workloads/ClWorkloadUtils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 27 | |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 28 | #include <arm_compute/core/CL/CLKernelLibrary.h> |
| 29 | #include <arm_compute/runtime/CL/CLBufferAllocator.h> |
| 30 | #include <arm_compute/runtime/CL/CLScheduler.h> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 31 | |
Rob Hughes | 9542f90 | 2021-07-14 09:48:54 +0100 | [diff] [blame] | 32 | #include <armnnUtils/Filesystem.hpp> |
Matthew Sloyan | 80fbcd5 | 2021-01-07 13:28:47 +0000 | [diff] [blame] | 33 | #include <fstream> |
Sadik Armagan | dea8fb6 | 2020-11-26 10:38:11 +0000 | [diff] [blame] | 34 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 35 | namespace armnn |
| 36 | { |
| 37 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 38 | namespace |
| 39 | { |
| 40 | static const BackendId s_Id{ClBackendId()}; |
| 41 | } |
| 42 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 43 | bool ClWorkloadFactory::IsLayerSupported(const Layer& layer, |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 44 | Optional<DataType> dataType, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 45 | std::string& outReasonIfUnsupported) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 46 | { |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 47 | return IWorkloadFactory::IsLayerSupported(s_Id, layer, dataType, outReasonIfUnsupported); |
| 48 | } |
| 49 | |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 50 | bool ClWorkloadFactory::IsLayerSupported(const IConnectableLayer& layer, |
| 51 | Optional<DataType> dataType, |
| 52 | std::string& outReasonIfUnsupported, |
| 53 | const ModelOptions& modelOptions) |
| 54 | { |
| 55 | return IWorkloadFactory::IsLayerSupported(s_Id, layer, dataType, outReasonIfUnsupported, modelOptions); |
| 56 | } |
| 57 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 58 | const BackendId& ClWorkloadFactory::GetBackendId() const |
| 59 | { |
| 60 | return s_Id; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 61 | } |
| 62 | |
Sadik Armagan | dea8fb6 | 2020-11-26 10:38:11 +0000 | [diff] [blame] | 63 | void ClWorkloadFactory::AfterWorkloadsCreated() |
| 64 | { |
| 65 | if(m_ModelContextPtr) |
| 66 | { |
| 67 | auto modelOptions = dynamic_cast<ClBackendModelContext*>(m_ModelContextPtr.get()); |
| 68 | if (modelOptions->SaveCachedNetwork()) |
| 69 | { |
| 70 | // Save map to a filepath provided in ModelOptions |
| 71 | auto filePath = modelOptions->GetCachedNetworkFilePath(); |
| 72 | if (filePath != "" && fs::exists(filePath) && fs::is_regular_file(filePath)) |
| 73 | { |
Matthew Sloyan | 80fbcd5 | 2021-01-07 13:28:47 +0000 | [diff] [blame] | 74 | // Serialize ClContext to the file specified |
| 75 | ClContextSerializer serializer; |
| 76 | serializer.Serialize(m_CLCompileContext); |
| 77 | std::ofstream file(filePath, std::ios::out | std::ios::binary); |
| 78 | serializer.SaveSerializedToStream(file); |
Sadik Armagan | dea8fb6 | 2020-11-26 10:38:11 +0000 | [diff] [blame] | 79 | } |
| 80 | } |
| 81 | } |
| 82 | } |
| 83 | |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 84 | template <typename FloatWorkload, typename Uint8Workload, typename QueueDescriptorType, typename... Args> |
| 85 | std::unique_ptr<IWorkload> ClWorkloadFactory::MakeWorkload(const QueueDescriptorType& descriptor, |
| 86 | const WorkloadInfo& info, |
| 87 | Args&&... args) |
| 88 | { |
| 89 | try |
| 90 | { |
| 91 | return MakeWorkloadHelper<FloatWorkload, Uint8Workload>(descriptor, info, std::forward<Args>(args)...); |
| 92 | } |
| 93 | catch (const cl::Error& clError) |
| 94 | { |
| 95 | throw WrapClError(clError, CHECK_LOCATION()); |
| 96 | } |
| 97 | } |
| 98 | |
| 99 | template <typename Workload, typename QueueDescriptorType, typename... Args> |
| 100 | std::unique_ptr<IWorkload> ClWorkloadFactory::MakeWorkload(const QueueDescriptorType& descriptor, |
| 101 | const WorkloadInfo& info, |
| 102 | Args&&... args) |
| 103 | { |
| 104 | try |
| 105 | { |
| 106 | return std::make_unique<Workload>(descriptor, info, std::forward<Args>(args)...); |
| 107 | } |
| 108 | catch (const cl::Error& clError) |
| 109 | { |
| 110 | throw WrapClError(clError, CHECK_LOCATION()); |
| 111 | } |
| 112 | } |
| 113 | |
Sadik Armagan | dea8fb6 | 2020-11-26 10:38:11 +0000 | [diff] [blame] | 114 | void ClWorkloadFactory::InitializeCLCompileContext() |
| 115 | { |
| 116 | // Initialize our m_CLCompileContext using default device and context |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 117 | auto context = arm_compute::CLKernelLibrary::get().context(); |
| 118 | auto device = arm_compute::CLKernelLibrary::get().get_device(); |
Sadik Armagan | dea8fb6 | 2020-11-26 10:38:11 +0000 | [diff] [blame] | 119 | m_CLCompileContext = arm_compute::CLCompileContext(context, device); |
| 120 | |
| 121 | if (m_ModelContextPtr) |
| 122 | { |
| 123 | // Load saved programs if the user has set a filepath |
| 124 | auto modelOptions = dynamic_cast<ClBackendModelContext*>(m_ModelContextPtr.get()); |
| 125 | auto filePath = modelOptions->GetCachedNetworkFilePath(); |
| 126 | if (filePath != "" |
| 127 | && fs::exists(filePath) |
| 128 | && fs::is_regular_file(filePath) |
| 129 | && !(modelOptions->SaveCachedNetwork())) |
| 130 | { |
Matthew Sloyan | 80fbcd5 | 2021-01-07 13:28:47 +0000 | [diff] [blame] | 131 | // Deserialize binary file and load into m_CLCompileContext |
| 132 | ClContextDeserializer deserializer; |
| 133 | deserializer.Deserialize(m_CLCompileContext, context, device, filePath); |
Sadik Armagan | dea8fb6 | 2020-11-26 10:38:11 +0000 | [diff] [blame] | 134 | } |
| 135 | } |
| 136 | } |
| 137 | |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 138 | ClWorkloadFactory::ClWorkloadFactory(const std::shared_ptr<ClMemoryManager>& memoryManager) |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 139 | : m_MemoryManager(memoryManager), m_ModelContextPtr(IBackendInternal::IBackendSpecificModelContextPtr{}) |
| 140 | { |
Sadik Armagan | dea8fb6 | 2020-11-26 10:38:11 +0000 | [diff] [blame] | 141 | InitializeCLCompileContext(); |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 142 | } |
| 143 | |
| 144 | ClWorkloadFactory::ClWorkloadFactory(const std::shared_ptr<ClMemoryManager>& memoryManager, |
| 145 | const IBackendInternal::IBackendSpecificModelContextPtr& modelContextPtr) |
| 146 | : m_MemoryManager(memoryManager), m_ModelContextPtr(modelContextPtr) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 147 | { |
Sadik Armagan | dea8fb6 | 2020-11-26 10:38:11 +0000 | [diff] [blame] | 148 | InitializeCLCompileContext(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 149 | } |
| 150 | |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 151 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
| 152 | const bool IsMemoryManaged) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 153 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 154 | IgnoreUnused(IsMemoryManaged); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 155 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo); |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 156 | tensorHandle->SetMemoryGroup(m_MemoryManager->GetInterLayerMemoryGroup()); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 157 | |
| 158 | return tensorHandle; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 159 | } |
| 160 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 161 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 162 | DataLayout dataLayout, |
| 163 | const bool IsMemoryManaged) const |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 164 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 165 | IgnoreUnused(IsMemoryManaged); |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 166 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo, dataLayout); |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 167 | tensorHandle->SetMemoryGroup(m_MemoryManager->GetInterLayerMemoryGroup()); |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 168 | |
| 169 | return tensorHandle; |
| 170 | } |
| 171 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 172 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateSubTensorHandle(ITensorHandle& parent, |
| 173 | TensorShape const& subTensorShape, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 174 | unsigned int const* subTensorOrigin) const |
| 175 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 176 | arm_compute::Coordinates coords; |
| 177 | arm_compute::TensorShape shape = armcomputetensorutils::BuildArmComputeTensorShape(subTensorShape); |
| 178 | |
| 179 | coords.set_num_dimensions(subTensorShape.GetNumDimensions()); |
| 180 | for (unsigned int i = 0; i < subTensorShape.GetNumDimensions(); i++) |
| 181 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 182 | // Arm compute indexes tensor coords in reverse order. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 183 | unsigned int revertedIndex = subTensorShape.GetNumDimensions() - i - 1; |
Matthew Sloyan | 171214c | 2020-09-09 09:07:37 +0100 | [diff] [blame] | 184 | coords.set(i, armnn::numeric_cast<int>(subTensorOrigin[revertedIndex])); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 185 | } |
| 186 | |
Derek Lamberti | 0790dce | 2019-04-15 18:37:35 +0100 | [diff] [blame] | 187 | const arm_compute::TensorShape parentShape = armcomputetensorutils::BuildArmComputeTensorShape(parent.GetShape()); |
| 188 | if (!::arm_compute::error_on_invalid_subtensor(__func__, __FILE__, __LINE__, parentShape, coords, shape)) |
| 189 | { |
| 190 | return nullptr; |
| 191 | } |
| 192 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 193 | return std::make_unique<ClSubTensorHandle>( |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 194 | PolymorphicDowncast<IClTensorHandle*>(&parent), shape, coords); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 195 | } |
| 196 | |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 197 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateAbs(const AbsQueueDescriptor& descriptor, |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 198 | const WorkloadInfo& info) const |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 199 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 200 | IgnoreUnused(descriptor); |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 201 | |
| 202 | ElementwiseUnaryQueueDescriptor elementwiseUnaryDescriptor; |
| 203 | elementwiseUnaryDescriptor.m_Parameters = ElementwiseUnaryDescriptor(UnaryOperation::Abs); |
| 204 | |
| 205 | return CreateElementwiseUnary(elementwiseUnaryDescriptor, info); |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 206 | } |
| 207 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 208 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 209 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 210 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 211 | return MakeWorkload<ClActivationWorkload>(descriptor, info, m_CLCompileContext); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 212 | } |
| 213 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 214 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 215 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 216 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 217 | return MakeWorkload<ClAdditionWorkload>(descriptor, info, m_CLCompileContext); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 218 | } |
| 219 | |
James Conroy | 2dc0572 | 2019-09-19 17:00:31 +0100 | [diff] [blame] | 220 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateArgMinMax(const ArgMinMaxQueueDescriptor& descriptor, |
| 221 | const WorkloadInfo& info) const |
| 222 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 223 | return std::make_unique<ClArgMinMaxWorkload>(descriptor, info, m_CLCompileContext); |
James Conroy | 2dc0572 | 2019-09-19 17:00:31 +0100 | [diff] [blame] | 224 | } |
| 225 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 226 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateBatchNormalization( |
| 227 | const BatchNormalizationQueueDescriptor& descriptor, |
| 228 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 229 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 230 | return MakeWorkload<ClBatchNormalizationFloatWorkload, NullWorkload>(descriptor, info, m_CLCompileContext); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 231 | } |
| 232 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 233 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 234 | const WorkloadInfo& info) const |
| 235 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 236 | return MakeWorkload<ClBatchToSpaceNdWorkload>(descriptor, info, m_CLCompileContext); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 237 | } |
| 238 | |
Sadik Armagan | f40d6d4 | 2021-04-22 09:12:11 +0100 | [diff] [blame] | 239 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateCast(const CastQueueDescriptor& descriptor, |
| 240 | const WorkloadInfo& info) const |
| 241 | { |
| 242 | return MakeWorkload<ClCastWorkload>(descriptor, info, m_CLCompileContext); |
| 243 | } |
| 244 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 245 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateComparison(const ComparisonQueueDescriptor& descriptor, |
| 246 | const WorkloadInfo& info) const |
| 247 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 248 | return MakeWorkload<ClComparisonWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 249 | } |
| 250 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 251 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConcat(const ConcatQueueDescriptor& descriptor, |
| 252 | const WorkloadInfo& info) const |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 253 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 254 | return MakeWorkload<ClConcatWorkload>(descriptor, info, m_CLCompileContext); |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 255 | } |
| 256 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 257 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 258 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 259 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 260 | return MakeWorkload<ClConstantWorkload>(descriptor, info, m_CLCompileContext); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 261 | } |
| 262 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 263 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp16ToFp32( |
| 264 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 265 | const WorkloadInfo& info) const |
| 266 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 267 | return MakeWorkload<ClConvertFp16ToFp32Workload>(descriptor, info, m_CLCompileContext); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 268 | } |
| 269 | |
| 270 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp32ToFp16( |
| 271 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 272 | const WorkloadInfo& info) const |
| 273 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 274 | return MakeWorkload<ClConvertFp32ToFp16Workload>(descriptor, info, m_CLCompileContext); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 275 | } |
| 276 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 277 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 278 | const WorkloadInfo& info) const |
| 279 | { |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 280 | bool isFastMathEnabled = false; |
| 281 | if (m_ModelContextPtr) |
| 282 | { |
| 283 | if (m_ModelContextPtr.get() != nullptr) |
| 284 | { |
| 285 | auto modelOptions = dynamic_cast<ClBackendModelContext*>(m_ModelContextPtr.get()); |
| 286 | if (modelOptions) |
| 287 | { |
| 288 | isFastMathEnabled = modelOptions->IsFastMathEnabled(); |
| 289 | } |
| 290 | } |
| 291 | } |
| 292 | return MakeWorkload<ClConvolution2dWorkload>(descriptor, |
| 293 | info, |
| 294 | m_MemoryManager->GetIntraLayerManager(), |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 295 | m_CLCompileContext, |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 296 | isFastMathEnabled); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 297 | } |
| 298 | |
| 299 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDebug(const DebugQueueDescriptor& descriptor, |
| 300 | const WorkloadInfo& info) const |
| 301 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 302 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 303 | } |
| 304 | |
| 305 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthToSpace(const DepthToSpaceQueueDescriptor& descriptor, |
| 306 | const WorkloadInfo& info) const |
| 307 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 308 | return MakeWorkload<ClDepthToSpaceWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 309 | } |
| 310 | |
| 311 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthwiseConvolution2d( |
| 312 | const DepthwiseConvolution2dQueueDescriptor& descriptor, |
| 313 | const WorkloadInfo& info) const |
| 314 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 315 | return MakeWorkload<ClDepthwiseConvolutionWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 316 | } |
| 317 | |
| 318 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDequantize(const DequantizeQueueDescriptor& descriptor, |
| 319 | const WorkloadInfo& info) const |
| 320 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 321 | return MakeWorkload<ClDequantizeWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 322 | } |
| 323 | |
| 324 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDetectionPostProcess( |
| 325 | const DetectionPostProcessQueueDescriptor& descriptor, |
| 326 | const WorkloadInfo& info) const |
| 327 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 328 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 329 | } |
| 330 | |
| 331 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDivision(const DivisionQueueDescriptor& descriptor, |
| 332 | const WorkloadInfo& info) const |
| 333 | { |
Teresa Charlin | e11e63d | 2021-04-21 12:56:45 +0100 | [diff] [blame] | 334 | return std::make_unique<ClDivisionWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 335 | } |
| 336 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 337 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateElementwiseUnary(const ElementwiseUnaryQueueDescriptor& descriptor, |
| 338 | const WorkloadInfo& info) const |
| 339 | { |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 340 | switch(descriptor.m_Parameters.m_Operation) |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 341 | { |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 342 | case UnaryOperation::Abs: |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 343 | { |
| 344 | AbsQueueDescriptor absQueueDescriptor; |
| 345 | absQueueDescriptor.m_Inputs = descriptor.m_Inputs; |
| 346 | absQueueDescriptor.m_Outputs = descriptor.m_Outputs; |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 347 | |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 348 | return std::make_unique<ClAbsWorkload>(absQueueDescriptor, info, m_CLCompileContext); |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 349 | } |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 350 | case UnaryOperation::Exp: |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 351 | return std::make_unique<ClExpWorkload>(descriptor, info, m_CLCompileContext); |
Teresa Charlin | 50de4fa | 2021-05-31 18:47:33 +0100 | [diff] [blame] | 352 | case UnaryOperation::Log: |
| 353 | return std::make_unique<ClLogWorkload>(descriptor, info, m_CLCompileContext); |
| 354 | case UnaryOperation::LogicalNot: |
| 355 | return std::make_unique<ClLogicalNotWorkload>(descriptor, info, m_CLCompileContext); |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 356 | case UnaryOperation::Neg: |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 357 | return std::make_unique<ClNegWorkload>(descriptor, info, m_CLCompileContext); |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 358 | case UnaryOperation::Rsqrt: |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 359 | { |
| 360 | RsqrtQueueDescriptor rsqrtQueueDescriptor; |
| 361 | rsqrtQueueDescriptor.m_Inputs = descriptor.m_Inputs; |
| 362 | rsqrtQueueDescriptor.m_Outputs = descriptor.m_Outputs; |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 363 | |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 364 | return std::make_unique<ClRsqrtWorkload>(rsqrtQueueDescriptor, info, m_CLCompileContext); |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 365 | } |
Teresa Charlin | 50de4fa | 2021-05-31 18:47:33 +0100 | [diff] [blame] | 366 | case UnaryOperation::Sin: |
| 367 | return std::make_unique<ClSinWorkload>(descriptor, info, m_CLCompileContext); |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 368 | default: |
| 369 | return nullptr; |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 370 | } |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 371 | } |
| 372 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 373 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateEqual(const EqualQueueDescriptor& descriptor, |
| 374 | const WorkloadInfo& info) const |
| 375 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 376 | IgnoreUnused(descriptor); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 377 | |
| 378 | ComparisonQueueDescriptor comparisonDescriptor; |
| 379 | comparisonDescriptor.m_Parameters = ComparisonDescriptor(ComparisonOperation::Equal); |
| 380 | |
| 381 | return CreateComparison(comparisonDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 382 | } |
| 383 | |
Sadik Armagan | 66aecb0 | 2020-06-24 11:42:20 +0100 | [diff] [blame] | 384 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFill(const FillQueueDescriptor& descriptor, |
| 385 | const WorkloadInfo& info) const |
| 386 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 387 | return std::make_unique<ClFillWorkload>(descriptor, info, m_CLCompileContext); |
Sadik Armagan | 66aecb0 | 2020-06-24 11:42:20 +0100 | [diff] [blame] | 388 | } |
| 389 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 390 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
| 391 | const WorkloadInfo& info) const |
| 392 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 393 | return MakeWorkload<ClFloorFloatWorkload, NullWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 394 | } |
| 395 | |
| 396 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, |
| 397 | const WorkloadInfo& info) const |
| 398 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 399 | return MakeWorkload<ClFullyConnectedWorkload>(descriptor, |
| 400 | info, |
| 401 | m_MemoryManager->GetIntraLayerManager(), |
| 402 | m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 403 | } |
| 404 | |
| 405 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateGather(const GatherQueueDescriptor& descriptor, |
| 406 | const WorkloadInfo& info) const |
| 407 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 408 | return MakeWorkload<ClGatherWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 409 | } |
| 410 | |
| 411 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateGreater(const GreaterQueueDescriptor& descriptor, |
| 412 | const WorkloadInfo& info) const |
| 413 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 414 | IgnoreUnused(descriptor); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 415 | |
| 416 | ComparisonQueueDescriptor comparisonDescriptor; |
| 417 | comparisonDescriptor.m_Parameters = ComparisonDescriptor(ComparisonOperation::Greater); |
| 418 | |
| 419 | return CreateComparison(comparisonDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 420 | } |
| 421 | |
| 422 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 423 | const WorkloadInfo& info) const |
| 424 | { |
| 425 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
| 426 | } |
| 427 | |
| 428 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInstanceNormalization( |
| 429 | const InstanceNormalizationQueueDescriptor& descriptor, |
| 430 | const WorkloadInfo& info) const |
| 431 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 432 | return MakeWorkload<ClInstanceNormalizationWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 433 | } |
| 434 | |
| 435 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 436 | const WorkloadInfo& info) const |
| 437 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 438 | return MakeWorkload<ClL2NormalizationFloatWorkload, NullWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 439 | } |
| 440 | |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 441 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLogicalBinary(const LogicalBinaryQueueDescriptor& descriptor, |
| 442 | const WorkloadInfo& info) const |
| 443 | { |
| 444 | switch(descriptor.m_Parameters.m_Operation) |
| 445 | { |
| 446 | case LogicalBinaryOperation::LogicalAnd: |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 447 | return std::make_unique<ClLogicalAndWorkload>(descriptor, info, m_CLCompileContext); |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 448 | case LogicalBinaryOperation::LogicalOr: |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 449 | return std::make_unique<ClLogicalOrWorkload>(descriptor, info, m_CLCompileContext); |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 450 | default: |
| 451 | return nullptr; |
| 452 | } |
| 453 | } |
| 454 | |
Teresa Charlin | 8398edc | 2020-07-20 14:23:02 +0100 | [diff] [blame] | 455 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLogSoftmax(const LogSoftmaxQueueDescriptor& descriptor, |
| 456 | const WorkloadInfo& info) const |
| 457 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 458 | return MakeWorkload<ClLogSoftmaxWorkload>(descriptor, |
| 459 | info, |
| 460 | m_MemoryManager->GetIntraLayerManager(), |
| 461 | m_CLCompileContext); |
Teresa Charlin | 8398edc | 2020-07-20 14:23:02 +0100 | [diff] [blame] | 462 | } |
| 463 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 464 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 465 | const WorkloadInfo& info) const |
| 466 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 467 | return MakeWorkload<ClLstmFloatWorkload, NullWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 468 | } |
| 469 | |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 470 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMaximum(const MaximumQueueDescriptor& descriptor, |
| 471 | const WorkloadInfo& info) const |
| 472 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 473 | return MakeWorkload<ClMaximumWorkload>(descriptor, info, m_CLCompileContext); |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 474 | } |
| 475 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 476 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMean(const MeanQueueDescriptor& descriptor, |
| 477 | const WorkloadInfo& info) const |
| 478 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 479 | return MakeWorkload<ClMeanWorkload>(descriptor, info, m_CLCompileContext); |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 480 | } |
| 481 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 482 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 483 | const WorkloadInfo& info) const |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 484 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 485 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 486 | { |
| 487 | throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemCopy workload"); |
| 488 | } |
| 489 | |
| 490 | return MakeWorkload<CopyMemGenericWorkload>(descriptor, info); |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 491 | } |
| 492 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 493 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMemImport(const MemImportQueueDescriptor& descriptor, |
| 494 | const WorkloadInfo& info) const |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 495 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 496 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 497 | { |
| 498 | throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemImport workload"); |
| 499 | } |
| 500 | |
| 501 | return std::make_unique<ImportMemGenericWorkload>(descriptor, info); |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 502 | } |
| 503 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 504 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 505 | const WorkloadInfo& info) const |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 506 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 507 | return CreateConcat(descriptor, info); |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 508 | } |
| 509 | |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 510 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMinimum(const MinimumQueueDescriptor& descriptor, |
| 511 | const WorkloadInfo& info) const |
| 512 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 513 | return MakeWorkload<ClMinimumWorkload>(descriptor, info, m_CLCompileContext); |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 514 | } |
| 515 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 516 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, |
| 517 | const WorkloadInfo& info) const |
| 518 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 519 | return MakeWorkload<ClMultiplicationWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 520 | } |
| 521 | |
| 522 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 523 | const WorkloadInfo& info) const |
| 524 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 525 | return MakeWorkload<ClNormalizationFloatWorkload, NullWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 526 | } |
| 527 | |
| 528 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, |
| 529 | const WorkloadInfo& info) const |
| 530 | { |
| 531 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
| 532 | } |
| 533 | |
| 534 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, |
| 535 | const WorkloadInfo& info) const |
| 536 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 537 | return MakeWorkload<ClPadWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 538 | } |
| 539 | |
| 540 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 541 | const WorkloadInfo& info) const |
| 542 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 543 | return MakeWorkload<ClPermuteWorkload>(descriptor, info, m_CLCompileContext); |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 544 | } |
| 545 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 546 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 547 | const WorkloadInfo& info) const |
Nattapat Chaimanowong | a9a1cf1 | 2018-12-03 16:06:49 +0000 | [diff] [blame] | 548 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 549 | return MakeWorkload<ClPooling2dWorkload>(descriptor, info, m_CLCompileContext); |
Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 550 | } |
| 551 | |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 552 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor, |
| 553 | const WorkloadInfo& info) const |
| 554 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 555 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info, m_CLCompileContext); |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 556 | } |
| 557 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 558 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePrelu(const PreluQueueDescriptor &descriptor, |
| 559 | const WorkloadInfo &info) const |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 560 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 561 | return MakeWorkload<ClPreluWorkload>(descriptor, info, m_CLCompileContext); |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 562 | } |
| 563 | |
Ryan OShea | 2323af4 | 2020-05-13 16:36:19 +0100 | [diff] [blame] | 564 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateQLstm(const QLstmQueueDescriptor& descriptor, |
| 565 | const WorkloadInfo& info) const |
| 566 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 567 | return std::make_unique<ClQLstmWorkload>(descriptor, info, m_CLCompileContext); |
Ryan OShea | 2323af4 | 2020-05-13 16:36:19 +0100 | [diff] [blame] | 568 | } |
| 569 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 570 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateQuantize(const QuantizeQueueDescriptor& descriptor, |
| 571 | const WorkloadInfo& info) const |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 572 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 573 | return MakeWorkload<ClQuantizeWorkload>(descriptor, info, m_CLCompileContext); |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 574 | } |
| 575 | |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 576 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateQuantizedLstm(const QuantizedLstmQueueDescriptor& descriptor, |
| 577 | const WorkloadInfo& info) const |
| 578 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 579 | return MakeWorkload<ClQuantizedLstmWorkload>(descriptor, info, m_CLCompileContext); |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 580 | } |
| 581 | |
David Monahan | c11ba46 | 2020-12-03 11:09:46 +0000 | [diff] [blame] | 582 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateRank(const RankQueueDescriptor& descriptor, |
| 583 | const WorkloadInfo& info) const |
| 584 | { |
| 585 | return std::make_unique<ClRankWorkload>(descriptor, info); |
| 586 | } |
| 587 | |
Sadik Armagan | a274748 | 2021-02-09 10:28:54 +0000 | [diff] [blame] | 588 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateReduce(const ReduceQueueDescriptor& descriptor, |
| 589 | const WorkloadInfo& info) const |
| 590 | { |
| 591 | return std::make_unique<ClReduceWorkload>(descriptor, info); |
| 592 | } |
| 593 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 594 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 595 | const WorkloadInfo& info) const |
| 596 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 597 | return MakeWorkload<ClReshapeWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 598 | } |
| 599 | |
| 600 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateResize(const ResizeQueueDescriptor& descriptor, |
| 601 | const WorkloadInfo& info) const |
| 602 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 603 | return MakeWorkload<ClResizeWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 604 | } |
| 605 | |
| 606 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, |
| 607 | const WorkloadInfo& info) const |
| 608 | { |
| 609 | ResizeQueueDescriptor resizeDescriptor; |
| 610 | resizeDescriptor.m_Inputs = descriptor.m_Inputs; |
| 611 | resizeDescriptor.m_Outputs = descriptor.m_Outputs; |
| 612 | |
| 613 | resizeDescriptor.m_Parameters.m_Method = ResizeMethod::Bilinear; |
| 614 | resizeDescriptor.m_Parameters.m_DataLayout = descriptor.m_Parameters.m_DataLayout; |
| 615 | resizeDescriptor.m_Parameters.m_TargetHeight = descriptor.m_Parameters.m_TargetHeight; |
| 616 | resizeDescriptor.m_Parameters.m_TargetWidth = descriptor.m_Parameters.m_TargetWidth; |
| 617 | |
| 618 | return CreateResize(resizeDescriptor, info); |
| 619 | } |
| 620 | |
| 621 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateRsqrt(const RsqrtQueueDescriptor& descriptor, |
| 622 | const WorkloadInfo& info) const |
| 623 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 624 | IgnoreUnused(descriptor); |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 625 | |
| 626 | ElementwiseUnaryQueueDescriptor elementwiseUnaryDescriptor; |
| 627 | elementwiseUnaryDescriptor.m_Parameters = ElementwiseUnaryDescriptor(UnaryOperation::Rsqrt); |
| 628 | |
| 629 | return CreateElementwiseUnary(elementwiseUnaryDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 630 | } |
| 631 | |
Aron Virginas-Tar | 94c4fef | 2019-11-25 15:37:08 +0000 | [diff] [blame] | 632 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSlice(const SliceQueueDescriptor& descriptor, |
| 633 | const WorkloadInfo& info) const |
| 634 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 635 | return MakeWorkload<ClSliceWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 94c4fef | 2019-11-25 15:37:08 +0000 | [diff] [blame] | 636 | } |
| 637 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 638 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 639 | const WorkloadInfo& info) const |
| 640 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 641 | return std::make_unique<ClSoftmaxWorkload>(descriptor, |
| 642 | info, |
| 643 | m_MemoryManager->GetIntraLayerManager(), |
| 644 | m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 645 | } |
| 646 | |
| 647 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 648 | const WorkloadInfo& info) const |
| 649 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 650 | return MakeWorkload<ClSpaceToBatchNdWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 651 | } |
| 652 | |
| 653 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSpaceToDepth(const SpaceToDepthQueueDescriptor& descriptor, |
| 654 | const WorkloadInfo& info) const |
| 655 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 656 | return MakeWorkload<ClSpaceToDepthWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 657 | } |
| 658 | |
| 659 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 660 | const WorkloadInfo& info) const |
| 661 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 662 | return MakeWorkload<ClSplitterWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 663 | } |
| 664 | |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 665 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateStack(const StackQueueDescriptor& descriptor, |
| 666 | const WorkloadInfo& info) const |
| 667 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 668 | return MakeWorkload<ClStackWorkload>(descriptor, info, m_CLCompileContext); |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 669 | } |
| 670 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 671 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 672 | const WorkloadInfo& info) const |
| 673 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 674 | return MakeWorkload<ClStridedSliceWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 675 | } |
| 676 | |
| 677 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 678 | const WorkloadInfo& info) const |
| 679 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 680 | return MakeWorkload<ClSubtractionWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 681 | } |
| 682 | |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 683 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateTranspose(const TransposeQueueDescriptor& descriptor, |
| 684 | const WorkloadInfo& info) const |
| 685 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 686 | return MakeWorkload<ClTransposeWorkload>(descriptor, info, m_CLCompileContext); |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 687 | } |
| 688 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 689 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateTransposeConvolution2d( |
| 690 | const TransposeConvolution2dQueueDescriptor& descriptor, |
| 691 | const WorkloadInfo& info) const |
| 692 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 693 | return MakeWorkload<ClTransposeConvolution2dWorkload>(descriptor, |
| 694 | info, |
| 695 | m_MemoryManager->GetIntraLayerManager(), |
| 696 | m_CLCompileContext); |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 697 | } |
| 698 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 699 | } // namespace armnn |