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 | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 19 | #include <backendsCommon/CpuTensorHandle.hpp> |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 20 | #include <backendsCommon/MakeWorkloadHelper.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 21 | #include <backendsCommon/MemCopyWorkload.hpp> |
Derek Lamberti | f674aa0 | 2019-08-01 15:56:25 +0100 | [diff] [blame] | 22 | #include <backendsCommon/MemImportWorkload.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 | |
Sadik Armagan | dea8fb6 | 2020-11-26 10:38:11 +0000 | [diff] [blame] | 32 | #include <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 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 239 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateComparison(const ComparisonQueueDescriptor& descriptor, |
| 240 | const WorkloadInfo& info) const |
| 241 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 242 | return MakeWorkload<ClComparisonWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 243 | } |
| 244 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 245 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConcat(const ConcatQueueDescriptor& descriptor, |
| 246 | const WorkloadInfo& info) const |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 247 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 248 | return MakeWorkload<ClConcatWorkload>(descriptor, info, m_CLCompileContext); |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 249 | } |
| 250 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 251 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 252 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 253 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 254 | return MakeWorkload<ClConstantWorkload>(descriptor, info, m_CLCompileContext); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 255 | } |
| 256 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 257 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp16ToFp32( |
| 258 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 259 | const WorkloadInfo& info) const |
| 260 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 261 | return MakeWorkload<ClConvertFp16ToFp32Workload>(descriptor, info, m_CLCompileContext); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 262 | } |
| 263 | |
| 264 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp32ToFp16( |
| 265 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 266 | const WorkloadInfo& info) const |
| 267 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 268 | return MakeWorkload<ClConvertFp32ToFp16Workload>(descriptor, info, m_CLCompileContext); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 269 | } |
| 270 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 271 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 272 | const WorkloadInfo& info) const |
| 273 | { |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 274 | bool isFastMathEnabled = false; |
| 275 | if (m_ModelContextPtr) |
| 276 | { |
| 277 | if (m_ModelContextPtr.get() != nullptr) |
| 278 | { |
| 279 | auto modelOptions = dynamic_cast<ClBackendModelContext*>(m_ModelContextPtr.get()); |
| 280 | if (modelOptions) |
| 281 | { |
| 282 | isFastMathEnabled = modelOptions->IsFastMathEnabled(); |
| 283 | } |
| 284 | } |
| 285 | } |
| 286 | return MakeWorkload<ClConvolution2dWorkload>(descriptor, |
| 287 | info, |
| 288 | m_MemoryManager->GetIntraLayerManager(), |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 289 | m_CLCompileContext, |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 290 | isFastMathEnabled); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 291 | } |
| 292 | |
| 293 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDebug(const DebugQueueDescriptor& descriptor, |
| 294 | const WorkloadInfo& info) const |
| 295 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 296 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 297 | } |
| 298 | |
| 299 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthToSpace(const DepthToSpaceQueueDescriptor& descriptor, |
| 300 | const WorkloadInfo& info) const |
| 301 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 302 | return MakeWorkload<ClDepthToSpaceWorkload>(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::CreateDepthwiseConvolution2d( |
| 306 | const DepthwiseConvolution2dQueueDescriptor& descriptor, |
| 307 | const WorkloadInfo& info) const |
| 308 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 309 | return MakeWorkload<ClDepthwiseConvolutionWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 310 | } |
| 311 | |
| 312 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDequantize(const DequantizeQueueDescriptor& descriptor, |
| 313 | const WorkloadInfo& info) const |
| 314 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 315 | return MakeWorkload<ClDequantizeWorkload>(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::CreateDetectionPostProcess( |
| 319 | const DetectionPostProcessQueueDescriptor& descriptor, |
| 320 | const WorkloadInfo& info) const |
| 321 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 322 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 323 | } |
| 324 | |
| 325 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDivision(const DivisionQueueDescriptor& descriptor, |
| 326 | const WorkloadInfo& info) const |
| 327 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 328 | return MakeWorkload<ClDivisionFloatWorkload, NullWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 329 | } |
| 330 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 331 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateElementwiseUnary(const ElementwiseUnaryQueueDescriptor& descriptor, |
| 332 | const WorkloadInfo& info) const |
| 333 | { |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 334 | switch(descriptor.m_Parameters.m_Operation) |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 335 | { |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 336 | case UnaryOperation::Abs: |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 337 | { |
| 338 | AbsQueueDescriptor absQueueDescriptor; |
| 339 | absQueueDescriptor.m_Inputs = descriptor.m_Inputs; |
| 340 | absQueueDescriptor.m_Outputs = descriptor.m_Outputs; |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 341 | |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 342 | return std::make_unique<ClAbsWorkload>(absQueueDescriptor, info, m_CLCompileContext); |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 343 | } |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 344 | case UnaryOperation::Exp: |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 345 | return std::make_unique<ClExpWorkload>(descriptor, info, m_CLCompileContext); |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 346 | case UnaryOperation::Neg: |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 347 | return std::make_unique<ClNegWorkload>(descriptor, info, m_CLCompileContext); |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 348 | case UnaryOperation::Rsqrt: |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 349 | { |
| 350 | RsqrtQueueDescriptor rsqrtQueueDescriptor; |
| 351 | rsqrtQueueDescriptor.m_Inputs = descriptor.m_Inputs; |
| 352 | rsqrtQueueDescriptor.m_Outputs = descriptor.m_Outputs; |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 353 | |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 354 | return std::make_unique<ClRsqrtWorkload>(rsqrtQueueDescriptor, info, m_CLCompileContext); |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 355 | } |
| 356 | case UnaryOperation::LogicalNot: |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 357 | return std::make_unique<ClLogicalNotWorkload>(descriptor, info, m_CLCompileContext); |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 358 | default: |
| 359 | return nullptr; |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 360 | } |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 361 | } |
| 362 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 363 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateEqual(const EqualQueueDescriptor& descriptor, |
| 364 | const WorkloadInfo& info) const |
| 365 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 366 | IgnoreUnused(descriptor); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 367 | |
| 368 | ComparisonQueueDescriptor comparisonDescriptor; |
| 369 | comparisonDescriptor.m_Parameters = ComparisonDescriptor(ComparisonOperation::Equal); |
| 370 | |
| 371 | return CreateComparison(comparisonDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 372 | } |
| 373 | |
Sadik Armagan | 66aecb0 | 2020-06-24 11:42:20 +0100 | [diff] [blame] | 374 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFill(const FillQueueDescriptor& descriptor, |
| 375 | const WorkloadInfo& info) const |
| 376 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 377 | return std::make_unique<ClFillWorkload>(descriptor, info, m_CLCompileContext); |
Sadik Armagan | 66aecb0 | 2020-06-24 11:42:20 +0100 | [diff] [blame] | 378 | } |
| 379 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 380 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
| 381 | const WorkloadInfo& info) const |
| 382 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 383 | return MakeWorkload<ClFloorFloatWorkload, NullWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 384 | } |
| 385 | |
| 386 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, |
| 387 | const WorkloadInfo& info) const |
| 388 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 389 | return MakeWorkload<ClFullyConnectedWorkload>(descriptor, |
| 390 | info, |
| 391 | m_MemoryManager->GetIntraLayerManager(), |
| 392 | m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 393 | } |
| 394 | |
| 395 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateGather(const GatherQueueDescriptor& descriptor, |
| 396 | const WorkloadInfo& info) const |
| 397 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 398 | return MakeWorkload<ClGatherWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 399 | } |
| 400 | |
| 401 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateGreater(const GreaterQueueDescriptor& descriptor, |
| 402 | const WorkloadInfo& info) const |
| 403 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 404 | IgnoreUnused(descriptor); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 405 | |
| 406 | ComparisonQueueDescriptor comparisonDescriptor; |
| 407 | comparisonDescriptor.m_Parameters = ComparisonDescriptor(ComparisonOperation::Greater); |
| 408 | |
| 409 | return CreateComparison(comparisonDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 410 | } |
| 411 | |
| 412 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 413 | const WorkloadInfo& info) const |
| 414 | { |
| 415 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
| 416 | } |
| 417 | |
| 418 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInstanceNormalization( |
| 419 | const InstanceNormalizationQueueDescriptor& descriptor, |
| 420 | const WorkloadInfo& info) const |
| 421 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 422 | return MakeWorkload<ClInstanceNormalizationWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 423 | } |
| 424 | |
| 425 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 426 | const WorkloadInfo& info) const |
| 427 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 428 | return MakeWorkload<ClL2NormalizationFloatWorkload, NullWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 429 | } |
| 430 | |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 431 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLogicalBinary(const LogicalBinaryQueueDescriptor& descriptor, |
| 432 | const WorkloadInfo& info) const |
| 433 | { |
| 434 | switch(descriptor.m_Parameters.m_Operation) |
| 435 | { |
| 436 | case LogicalBinaryOperation::LogicalAnd: |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 437 | return std::make_unique<ClLogicalAndWorkload>(descriptor, info, m_CLCompileContext); |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 438 | case LogicalBinaryOperation::LogicalOr: |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 439 | return std::make_unique<ClLogicalOrWorkload>(descriptor, info, m_CLCompileContext); |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 440 | default: |
| 441 | return nullptr; |
| 442 | } |
| 443 | } |
| 444 | |
Teresa Charlin | 8398edc | 2020-07-20 14:23:02 +0100 | [diff] [blame] | 445 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLogSoftmax(const LogSoftmaxQueueDescriptor& descriptor, |
| 446 | const WorkloadInfo& info) const |
| 447 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 448 | return MakeWorkload<ClLogSoftmaxWorkload>(descriptor, |
| 449 | info, |
| 450 | m_MemoryManager->GetIntraLayerManager(), |
| 451 | m_CLCompileContext); |
Teresa Charlin | 8398edc | 2020-07-20 14:23:02 +0100 | [diff] [blame] | 452 | } |
| 453 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 454 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 455 | const WorkloadInfo& info) const |
| 456 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 457 | return MakeWorkload<ClLstmFloatWorkload, NullWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 458 | } |
| 459 | |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 460 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMaximum(const MaximumQueueDescriptor& descriptor, |
| 461 | const WorkloadInfo& info) const |
| 462 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 463 | return MakeWorkload<ClMaximumWorkload>(descriptor, info, m_CLCompileContext); |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 464 | } |
| 465 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 466 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMean(const MeanQueueDescriptor& descriptor, |
| 467 | const WorkloadInfo& info) const |
| 468 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 469 | return MakeWorkload<ClMeanWorkload>(descriptor, info, m_CLCompileContext); |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 470 | } |
| 471 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 472 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 473 | const WorkloadInfo& info) const |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 474 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 475 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 476 | { |
| 477 | throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemCopy workload"); |
| 478 | } |
| 479 | |
| 480 | return MakeWorkload<CopyMemGenericWorkload>(descriptor, info); |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 481 | } |
| 482 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 483 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMemImport(const MemImportQueueDescriptor& descriptor, |
| 484 | const WorkloadInfo& info) const |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 485 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 486 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 487 | { |
| 488 | throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemImport workload"); |
| 489 | } |
| 490 | |
| 491 | return std::make_unique<ImportMemGenericWorkload>(descriptor, info); |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 492 | } |
| 493 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 494 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 495 | const WorkloadInfo& info) const |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 496 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 497 | return CreateConcat(descriptor, info); |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 498 | } |
| 499 | |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 500 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMinimum(const MinimumQueueDescriptor& descriptor, |
| 501 | const WorkloadInfo& info) const |
| 502 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 503 | return MakeWorkload<ClMinimumWorkload>(descriptor, info, m_CLCompileContext); |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 504 | } |
| 505 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 506 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, |
| 507 | const WorkloadInfo& info) const |
| 508 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 509 | return MakeWorkload<ClMultiplicationWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 510 | } |
| 511 | |
| 512 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 513 | const WorkloadInfo& info) const |
| 514 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 515 | return MakeWorkload<ClNormalizationFloatWorkload, NullWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 516 | } |
| 517 | |
| 518 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, |
| 519 | const WorkloadInfo& info) const |
| 520 | { |
| 521 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
| 522 | } |
| 523 | |
| 524 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, |
| 525 | const WorkloadInfo& info) const |
| 526 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 527 | return MakeWorkload<ClPadWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 528 | } |
| 529 | |
| 530 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 531 | const WorkloadInfo& info) const |
| 532 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 533 | return MakeWorkload<ClPermuteWorkload>(descriptor, info, m_CLCompileContext); |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 534 | } |
| 535 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 536 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 537 | const WorkloadInfo& info) const |
Nattapat Chaimanowong | a9a1cf1 | 2018-12-03 16:06:49 +0000 | [diff] [blame] | 538 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 539 | return MakeWorkload<ClPooling2dWorkload>(descriptor, info, m_CLCompileContext); |
Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 540 | } |
| 541 | |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 542 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor, |
| 543 | const WorkloadInfo& info) const |
| 544 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 545 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info, m_CLCompileContext); |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 546 | } |
| 547 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 548 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePrelu(const PreluQueueDescriptor &descriptor, |
| 549 | const WorkloadInfo &info) const |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 550 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 551 | return MakeWorkload<ClPreluWorkload>(descriptor, info, m_CLCompileContext); |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 552 | } |
| 553 | |
Ryan OShea | 2323af4 | 2020-05-13 16:36:19 +0100 | [diff] [blame] | 554 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateQLstm(const QLstmQueueDescriptor& descriptor, |
| 555 | const WorkloadInfo& info) const |
| 556 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 557 | return std::make_unique<ClQLstmWorkload>(descriptor, info, m_CLCompileContext); |
Ryan OShea | 2323af4 | 2020-05-13 16:36:19 +0100 | [diff] [blame] | 558 | } |
| 559 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 560 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateQuantize(const QuantizeQueueDescriptor& descriptor, |
| 561 | const WorkloadInfo& info) const |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 562 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 563 | return MakeWorkload<ClQuantizeWorkload>(descriptor, info, m_CLCompileContext); |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 564 | } |
| 565 | |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 566 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateQuantizedLstm(const QuantizedLstmQueueDescriptor& descriptor, |
| 567 | const WorkloadInfo& info) const |
| 568 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 569 | return MakeWorkload<ClQuantizedLstmWorkload>(descriptor, info, m_CLCompileContext); |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 570 | } |
| 571 | |
David Monahan | c11ba46 | 2020-12-03 11:09:46 +0000 | [diff] [blame] | 572 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateRank(const RankQueueDescriptor& descriptor, |
| 573 | const WorkloadInfo& info) const |
| 574 | { |
| 575 | return std::make_unique<ClRankWorkload>(descriptor, info); |
| 576 | } |
| 577 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 578 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 579 | const WorkloadInfo& info) const |
| 580 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 581 | return MakeWorkload<ClReshapeWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 582 | } |
| 583 | |
| 584 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateResize(const ResizeQueueDescriptor& descriptor, |
| 585 | const WorkloadInfo& info) const |
| 586 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 587 | return MakeWorkload<ClResizeWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 588 | } |
| 589 | |
| 590 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, |
| 591 | const WorkloadInfo& info) const |
| 592 | { |
| 593 | ResizeQueueDescriptor resizeDescriptor; |
| 594 | resizeDescriptor.m_Inputs = descriptor.m_Inputs; |
| 595 | resizeDescriptor.m_Outputs = descriptor.m_Outputs; |
| 596 | |
| 597 | resizeDescriptor.m_Parameters.m_Method = ResizeMethod::Bilinear; |
| 598 | resizeDescriptor.m_Parameters.m_DataLayout = descriptor.m_Parameters.m_DataLayout; |
| 599 | resizeDescriptor.m_Parameters.m_TargetHeight = descriptor.m_Parameters.m_TargetHeight; |
| 600 | resizeDescriptor.m_Parameters.m_TargetWidth = descriptor.m_Parameters.m_TargetWidth; |
| 601 | |
| 602 | return CreateResize(resizeDescriptor, info); |
| 603 | } |
| 604 | |
| 605 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateRsqrt(const RsqrtQueueDescriptor& descriptor, |
| 606 | const WorkloadInfo& info) const |
| 607 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 608 | IgnoreUnused(descriptor); |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 609 | |
| 610 | ElementwiseUnaryQueueDescriptor elementwiseUnaryDescriptor; |
| 611 | elementwiseUnaryDescriptor.m_Parameters = ElementwiseUnaryDescriptor(UnaryOperation::Rsqrt); |
| 612 | |
| 613 | return CreateElementwiseUnary(elementwiseUnaryDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 614 | } |
| 615 | |
Aron Virginas-Tar | 94c4fef | 2019-11-25 15:37:08 +0000 | [diff] [blame] | 616 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSlice(const SliceQueueDescriptor& descriptor, |
| 617 | const WorkloadInfo& info) const |
| 618 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 619 | return MakeWorkload<ClSliceWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 94c4fef | 2019-11-25 15:37:08 +0000 | [diff] [blame] | 620 | } |
| 621 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 622 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 623 | const WorkloadInfo& info) const |
| 624 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 625 | return std::make_unique<ClSoftmaxWorkload>(descriptor, |
| 626 | info, |
| 627 | m_MemoryManager->GetIntraLayerManager(), |
| 628 | m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 629 | } |
| 630 | |
| 631 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 632 | const WorkloadInfo& info) const |
| 633 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 634 | return MakeWorkload<ClSpaceToBatchNdWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 635 | } |
| 636 | |
| 637 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSpaceToDepth(const SpaceToDepthQueueDescriptor& descriptor, |
| 638 | const WorkloadInfo& info) const |
| 639 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 640 | return MakeWorkload<ClSpaceToDepthWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 641 | } |
| 642 | |
| 643 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 644 | const WorkloadInfo& info) const |
| 645 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 646 | return MakeWorkload<ClSplitterWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 647 | } |
| 648 | |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 649 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateStack(const StackQueueDescriptor& descriptor, |
| 650 | const WorkloadInfo& info) const |
| 651 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 652 | return MakeWorkload<ClStackWorkload>(descriptor, info, m_CLCompileContext); |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 653 | } |
| 654 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 655 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 656 | const WorkloadInfo& info) const |
| 657 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 658 | return MakeWorkload<ClStridedSliceWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 659 | } |
| 660 | |
| 661 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 662 | const WorkloadInfo& info) const |
| 663 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 664 | return MakeWorkload<ClSubtractionWorkload>(descriptor, info, m_CLCompileContext); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 665 | } |
| 666 | |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 667 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateTranspose(const TransposeQueueDescriptor& descriptor, |
| 668 | const WorkloadInfo& info) const |
| 669 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 670 | return MakeWorkload<ClTransposeWorkload>(descriptor, info, m_CLCompileContext); |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 671 | } |
| 672 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 673 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateTransposeConvolution2d( |
| 674 | const TransposeConvolution2dQueueDescriptor& descriptor, |
| 675 | const WorkloadInfo& info) const |
| 676 | { |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 677 | return MakeWorkload<ClTransposeConvolution2dWorkload>(descriptor, |
| 678 | info, |
| 679 | m_MemoryManager->GetIntraLayerManager(), |
| 680 | m_CLCompileContext); |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 681 | } |
| 682 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 683 | } // namespace armnn |