Laurent Carlier | 749294b | 2020-06-01 09:03:17 +0100 | [diff] [blame] | 1 | // |
Keith Davis | 69e653f | 2020-07-02 11:49:26 +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 | // |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 5 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 6 | #include "NeonBackendId.hpp" |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 7 | #include "NeonBackendModelContext.hpp" |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 8 | #include "NeonTensorHandle.hpp" |
| 9 | #include "NeonWorkloadFactory.hpp" |
| 10 | |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 11 | #include <Layer.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 12 | |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 13 | #include <armnn/Utils.hpp> |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 14 | #include <armnn/utility/IgnoreUnused.hpp> |
Matthew Sloyan | 171214c | 2020-09-09 09:07:37 +0100 | [diff] [blame] | 15 | #include <armnn/utility/NumericCast.hpp> |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 16 | #include <armnn/utility/PolymorphicDowncast.hpp> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 17 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 18 | #include <backendsCommon/MakeWorkloadHelper.hpp> |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 19 | #include <backendsCommon/MemCopyWorkload.hpp> |
Derek Lamberti | f674aa0 | 2019-08-01 15:56:25 +0100 | [diff] [blame] | 20 | #include <backendsCommon/MemImportWorkload.hpp> |
James Conroy | 1f58f03 | 2021-04-27 17:13:27 +0100 | [diff] [blame] | 21 | #include <backendsCommon/TensorHandle.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 22 | |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 23 | #include <neon/workloads/NeonWorkloadUtils.hpp> |
| 24 | #include <neon/workloads/NeonWorkloads.hpp> |
| 25 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 26 | namespace armnn |
| 27 | { |
| 28 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 29 | namespace |
| 30 | { |
| 31 | static const BackendId s_Id{NeonBackendId()}; |
| 32 | } |
| 33 | |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 34 | bool NeonWorkloadFactory::IsLayerSupported(const Layer& layer, |
| 35 | Optional<DataType> dataType, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 36 | std::string& outReasonIfUnsupported) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 37 | { |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 38 | return IWorkloadFactory::IsLayerSupported(s_Id, layer, dataType, outReasonIfUnsupported); |
| 39 | } |
| 40 | |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 41 | bool NeonWorkloadFactory::IsLayerSupported(const IConnectableLayer& layer, |
| 42 | Optional<DataType> dataType, |
| 43 | std::string& outReasonIfUnsupported, |
| 44 | const ModelOptions& modelOptions) |
| 45 | { |
| 46 | return IWorkloadFactory::IsLayerSupported(s_Id, layer, dataType, outReasonIfUnsupported, modelOptions); |
| 47 | } |
| 48 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 49 | const BackendId& NeonWorkloadFactory::GetBackendId() const |
| 50 | { |
| 51 | return s_Id; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 52 | } |
| 53 | |
Matthew Sloyan | 0a7dc6b | 2021-02-10 16:50:53 +0000 | [diff] [blame] | 54 | void NeonWorkloadFactory::SetNumberOfThreads() |
| 55 | { |
| 56 | if (m_ModelContextPtr) |
| 57 | { |
| 58 | const unsigned int MIN_THREADS = 1; |
| 59 | const unsigned int MAX_THREADS = 64; |
| 60 | |
| 61 | // Set the number of threads to be used if the user has set NumberOfThreads param |
| 62 | // Only set if within limit or valid input |
| 63 | auto modelOptions = dynamic_cast<NeonBackendModelContext*>(m_ModelContextPtr.get()); |
| 64 | auto numberOfThreads = modelOptions->GetNumberOfThreads(); |
| 65 | |
| 66 | if (numberOfThreads != 0 && numberOfThreads >= MIN_THREADS && numberOfThreads <= MAX_THREADS) |
| 67 | { |
| 68 | arm_compute::Scheduler::get().set_num_threads(numberOfThreads); |
| 69 | } |
| 70 | } |
| 71 | } |
| 72 | |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 73 | NeonWorkloadFactory::NeonWorkloadFactory(const std::shared_ptr<NeonMemoryManager>& memoryManager) |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 74 | : m_MemoryManager(memoryManager), m_ModelContextPtr(IBackendInternal::IBackendSpecificModelContextPtr{}) |
| 75 | { |
Matthew Sloyan | 0a7dc6b | 2021-02-10 16:50:53 +0000 | [diff] [blame] | 76 | SetNumberOfThreads(); |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 77 | } |
| 78 | |
| 79 | NeonWorkloadFactory::NeonWorkloadFactory(const std::shared_ptr<NeonMemoryManager>& memoryManager, |
| 80 | const IBackendInternal::IBackendSpecificModelContextPtr& modelContextPtr) |
| 81 | : m_MemoryManager(memoryManager), m_ModelContextPtr(modelContextPtr) |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 82 | { |
Matthew Sloyan | 0a7dc6b | 2021-02-10 16:50:53 +0000 | [diff] [blame] | 83 | SetNumberOfThreads(); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 84 | } |
| 85 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 86 | std::unique_ptr<ITensorHandle> NeonWorkloadFactory::CreateSubTensorHandle(ITensorHandle& parent, |
| 87 | TensorShape const& subTensorShape, |
| 88 | unsigned int const* subTensorOrigin) const |
| 89 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 90 | const arm_compute::TensorShape shape = armcomputetensorutils::BuildArmComputeTensorShape(subTensorShape); |
| 91 | |
| 92 | arm_compute::Coordinates coords; |
| 93 | coords.set_num_dimensions(subTensorShape.GetNumDimensions()); |
| 94 | for (unsigned int i = 0; i < subTensorShape.GetNumDimensions(); i++) |
| 95 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 96 | // Arm compute indexes tensor coords in reverse order. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 97 | unsigned int revertedIndex = subTensorShape.GetNumDimensions() - i - 1; |
Matthew Sloyan | 171214c | 2020-09-09 09:07:37 +0100 | [diff] [blame] | 98 | coords.set(i, armnn::numeric_cast<int>(subTensorOrigin[revertedIndex])); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 99 | } |
| 100 | |
Derek Lamberti | 0790dce | 2019-04-15 18:37:35 +0100 | [diff] [blame] | 101 | const arm_compute::TensorShape parentShape = armcomputetensorutils::BuildArmComputeTensorShape(parent.GetShape()); |
| 102 | if (!::arm_compute::error_on_invalid_subtensor(__func__, __FILE__, __LINE__, parentShape, coords, shape)) |
| 103 | { |
| 104 | return nullptr; |
| 105 | } |
| 106 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 107 | return std::make_unique<NeonSubTensorHandle>( |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 108 | PolymorphicDowncast<IAclTensorHandle*>(&parent), shape, coords); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 109 | } |
| 110 | |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 111 | std::unique_ptr<ITensorHandle> NeonWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
| 112 | const bool IsMemoryManaged) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 113 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 114 | auto tensorHandle = std::make_unique<NeonTensorHandle>(tensorInfo); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 115 | if (IsMemoryManaged) |
| 116 | { |
| 117 | tensorHandle->SetMemoryGroup(m_MemoryManager->GetInterLayerMemoryGroup()); |
| 118 | } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 119 | return tensorHandle; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 120 | } |
| 121 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 122 | std::unique_ptr<ITensorHandle> NeonWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 123 | DataLayout dataLayout, |
| 124 | const bool IsMemoryManaged) const |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 125 | { |
| 126 | auto tensorHandle = std::make_unique<NeonTensorHandle>(tensorInfo, dataLayout); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 127 | if (IsMemoryManaged) |
| 128 | { |
| 129 | tensorHandle->SetMemoryGroup(m_MemoryManager->GetInterLayerMemoryGroup()); |
| 130 | } |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 131 | return tensorHandle; |
| 132 | } |
| 133 | |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 134 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateAbs(const AbsQueueDescriptor& descriptor, |
| 135 | const WorkloadInfo& info) const |
| 136 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 137 | IgnoreUnused(descriptor); |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 138 | |
| 139 | ElementwiseUnaryQueueDescriptor elementwiseUnaryDescriptor; |
| 140 | elementwiseUnaryDescriptor.m_Parameters = ElementwiseUnaryDescriptor(UnaryOperation::Abs); |
| 141 | |
| 142 | return CreateElementwiseUnary(elementwiseUnaryDescriptor, info); |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 143 | } |
| 144 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 145 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, |
| 146 | const WorkloadInfo& info) const |
| 147 | { |
Nattapat Chaimanowong | d4b7059 | 2018-10-12 11:21:49 +0100 | [diff] [blame] | 148 | return std::make_unique<NeonActivationWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 149 | } |
| 150 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 151 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 152 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 153 | { |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 154 | return std::make_unique<NeonAdditionWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 155 | } |
| 156 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 157 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateArgMinMax(const ArgMinMaxQueueDescriptor& descriptor, |
| 158 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 159 | { |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 160 | return std::make_unique<NeonArgMinMaxWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 161 | } |
| 162 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 163 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateBatchNormalization( |
| 164 | const BatchNormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 165 | { |
| 166 | return std::make_unique<NeonBatchNormalizationWorkload>(descriptor, info); |
| 167 | } |
| 168 | |
| 169 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor, |
| 170 | const WorkloadInfo& info) const |
| 171 | { |
Mike Kelly | 5685802 | 2020-01-27 12:14:47 +0000 | [diff] [blame] | 172 | return std::make_unique<NeonBatchToSpaceNdWorkload>(descriptor, info); |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 173 | } |
| 174 | |
Sadik Armagan | 48f011e | 2021-04-21 10:50:34 +0100 | [diff] [blame] | 175 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateCast(const CastQueueDescriptor& descriptor, |
| 176 | const WorkloadInfo& info) const |
| 177 | { |
| 178 | return std::make_unique<NeonCastWorkload>(descriptor, info); |
| 179 | } |
| 180 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 181 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateComparison(const ComparisonQueueDescriptor& descriptor, |
| 182 | const WorkloadInfo& info) const |
| 183 | { |
Teresa Charlin | cedd34f | 2020-03-30 11:17:30 +0100 | [diff] [blame] | 184 | return std::make_unique<NeonComparisonWorkload>(descriptor, info); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 185 | } |
| 186 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 187 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateConcat(const ConcatQueueDescriptor& descriptor, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 188 | const WorkloadInfo& info) const |
| 189 | { |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 190 | return std::make_unique<NeonConcatWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 191 | } |
| 192 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 193 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
| 194 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 195 | { |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 196 | return std::make_unique<NeonConstantWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 197 | } |
| 198 | |
Narumol Prangnawarat | 250d392 | 2020-03-30 16:11:04 +0100 | [diff] [blame] | 199 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateConvertBf16ToFp32( |
| 200 | const ConvertBf16ToFp32QueueDescriptor& descriptor, |
| 201 | const WorkloadInfo& info) const |
| 202 | { |
| 203 | return std::make_unique<NeonConvertBf16ToFp32Workload>(descriptor, info); |
| 204 | } |
| 205 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 206 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateConvertFp16ToFp32( |
| 207 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 208 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 209 | { |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 210 | return std::make_unique<NeonConvertFp16ToFp32Workload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 211 | } |
| 212 | |
Narumol Prangnawarat | 250d392 | 2020-03-30 16:11:04 +0100 | [diff] [blame] | 213 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateConvertFp32ToBf16( |
| 214 | const ConvertFp32ToBf16QueueDescriptor& descriptor, |
| 215 | const WorkloadInfo& info) const |
| 216 | { |
| 217 | return std::make_unique<NeonConvertFp32ToBf16Workload>(descriptor, info); |
| 218 | } |
| 219 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 220 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateConvertFp32ToFp16( |
| 221 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 222 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 223 | { |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 224 | return std::make_unique<NeonConvertFp32ToFp16Workload>(descriptor, info); |
Nikhil Raj | 9b46148 | 2019-07-03 15:58:31 +0100 | [diff] [blame] | 225 | } |
| 226 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 227 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateConvolution2d( |
| 228 | const Convolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 229 | { |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 230 | bool isFastMathEnabled = false; |
| 231 | if (m_ModelContextPtr) |
| 232 | { |
| 233 | if (m_ModelContextPtr.get() != nullptr) |
| 234 | { |
| 235 | auto modelOptions = dynamic_cast<NeonBackendModelContext*>(m_ModelContextPtr.get()); |
| 236 | if (modelOptions) |
| 237 | { |
| 238 | isFastMathEnabled = modelOptions->IsFastMathEnabled(); |
| 239 | } |
| 240 | } |
| 241 | } |
| 242 | return std::make_unique<NeonConvolution2dWorkload>(descriptor, |
| 243 | info, |
| 244 | m_MemoryManager->GetIntraLayerManager(), |
| 245 | isFastMathEnabled); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 246 | } |
| 247 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 248 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateDebug(const DebugQueueDescriptor& descriptor, |
| 249 | const WorkloadInfo& info) const |
| 250 | { |
| 251 | return MakeWorkloadHelper<NullWorkload, NullWorkload>(descriptor, info); |
| 252 | } |
| 253 | |
Aron Virginas-Tar | 2f00b74 | 2019-09-30 13:28:08 +0100 | [diff] [blame] | 254 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateDepthToSpace(const DepthToSpaceQueueDescriptor& descriptor, |
| 255 | const WorkloadInfo& info) const |
| 256 | { |
| 257 | return std::make_unique<NeonDepthToSpaceWorkload>(descriptor, info); |
| 258 | } |
| 259 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 260 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateDepthwiseConvolution2d( |
| 261 | const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 262 | { |
Nattapat Chaimanowong | 7714088 | 2018-10-17 11:12:19 +0100 | [diff] [blame] | 263 | return std::make_unique<NeonDepthwiseConvolutionWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 264 | } |
| 265 | |
Narumol Prangnawarat | 01961a7 | 2019-05-30 16:47:12 +0100 | [diff] [blame] | 266 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateDequantize(const DequantizeQueueDescriptor& descriptor, |
| 267 | const WorkloadInfo& info) const |
| 268 | { |
| 269 | return std::make_unique<NeonDequantizeWorkload>(descriptor, info); |
| 270 | } |
| 271 | |
Narumol Prangnawarat | 94dd5d8 | 2019-01-23 18:06:26 +0000 | [diff] [blame] | 272 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateDetectionPostProcess( |
| 273 | const armnn::DetectionPostProcessQueueDescriptor& descriptor, const armnn::WorkloadInfo& info) const |
| 274 | { |
James Conroy | d9fb6e2 | 2020-02-21 16:52:44 +0000 | [diff] [blame] | 275 | return MakeWorkloadHelper<NullWorkload, NullWorkload>(descriptor, info); |
Narumol Prangnawarat | 94dd5d8 | 2019-01-23 18:06:26 +0000 | [diff] [blame] | 276 | } |
| 277 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 278 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateDivision( |
| 279 | const DivisionQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 280 | { |
Pablo Tello | e61f071 | 2020-01-23 10:37:17 +0000 | [diff] [blame] | 281 | return std::make_unique<NeonDivisionWorkload>(descriptor, info); |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 282 | } |
| 283 | |
Sadik Armagan | ac47210 | 2020-03-24 09:54:36 +0000 | [diff] [blame] | 284 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateElementwiseUnary( |
| 285 | const ElementwiseUnaryQueueDescriptor& descriptor, const WorkloadInfo& info) const |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 286 | { |
Derek Lamberti | c77874a | 2020-04-28 13:34:56 +0100 | [diff] [blame] | 287 | switch(descriptor.m_Parameters.m_Operation) |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 288 | { |
Derek Lamberti | c77874a | 2020-04-28 13:34:56 +0100 | [diff] [blame] | 289 | case UnaryOperation::Abs: |
James Conroy | 177df1e | 2020-11-13 10:18:51 +0000 | [diff] [blame] | 290 | { |
| 291 | AbsQueueDescriptor absQueueDescriptor; |
| 292 | absQueueDescriptor.m_Inputs = descriptor.m_Inputs; |
| 293 | absQueueDescriptor.m_Outputs = descriptor.m_Outputs; |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 294 | |
James Conroy | 177df1e | 2020-11-13 10:18:51 +0000 | [diff] [blame] | 295 | return std::make_unique<NeonAbsWorkload>(absQueueDescriptor, info); |
| 296 | } |
Derek Lamberti | c77874a | 2020-04-28 13:34:56 +0100 | [diff] [blame] | 297 | case UnaryOperation::Rsqrt: |
James Conroy | 177df1e | 2020-11-13 10:18:51 +0000 | [diff] [blame] | 298 | { |
| 299 | RsqrtQueueDescriptor rsqrtQueueDescriptor; |
| 300 | rsqrtQueueDescriptor.m_Inputs = descriptor.m_Inputs; |
| 301 | rsqrtQueueDescriptor.m_Outputs = descriptor.m_Outputs; |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 302 | |
James Conroy | 177df1e | 2020-11-13 10:18:51 +0000 | [diff] [blame] | 303 | return std::make_unique<NeonRsqrtWorkload>(rsqrtQueueDescriptor, info); |
| 304 | } |
Derek Lamberti | c77874a | 2020-04-28 13:34:56 +0100 | [diff] [blame] | 305 | case UnaryOperation::Neg: |
| 306 | return std::make_unique<NeonNegWorkload>(descriptor, info); |
| 307 | case UnaryOperation::Exp: |
| 308 | return std::make_unique<NeonExpWorkload>(descriptor, info); |
James Conroy | 177df1e | 2020-11-13 10:18:51 +0000 | [diff] [blame] | 309 | case UnaryOperation::LogicalNot: |
| 310 | return std::make_unique<NeonLogicalNotWorkload>(descriptor, info); |
Derek Lamberti | c77874a | 2020-04-28 13:34:56 +0100 | [diff] [blame] | 311 | default: |
| 312 | return nullptr; |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 313 | } |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 314 | } |
| 315 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 316 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateEqual(const EqualQueueDescriptor& descriptor, |
| 317 | const WorkloadInfo& info) const |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 318 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 319 | IgnoreUnused(descriptor); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 320 | |
| 321 | ComparisonQueueDescriptor comparisonDescriptor; |
| 322 | comparisonDescriptor.m_Parameters = ComparisonDescriptor(ComparisonOperation::Equal); |
| 323 | |
| 324 | return CreateComparison(comparisonDescriptor, info); |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 325 | } |
| 326 | |
Sadik Armagan | a792a05 | 2020-06-23 16:22:23 +0100 | [diff] [blame] | 327 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateFill(const FillQueueDescriptor& descriptor, |
| 328 | const WorkloadInfo& info) const |
| 329 | { |
| 330 | return std::make_unique<NeonFillWorkload>(descriptor, info); |
| 331 | } |
| 332 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 333 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
| 334 | const WorkloadInfo& info) const |
| 335 | { |
| 336 | return MakeWorkloadHelper<NeonFloorFloatWorkload, NullWorkload>(descriptor, info); |
| 337 | } |
| 338 | |
| 339 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateFullyConnected( |
| 340 | const FullyConnectedQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 341 | { |
Kevin May | be7e35c | 2020-04-29 17:05:05 +0100 | [diff] [blame] | 342 | return std::make_unique<NeonFullyConnectedWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 343 | } |
| 344 | |
| 345 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateGather(const armnn::GatherQueueDescriptor& descriptor, |
| 346 | const armnn::WorkloadInfo& info) const |
| 347 | { |
Teresa Charlin | f540eb8 | 2020-04-10 19:24:55 +0100 | [diff] [blame] | 348 | return std::make_unique<NeonGatherWorkload>(descriptor, info); |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 349 | } |
| 350 | |
| 351 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateGreater(const GreaterQueueDescriptor& descriptor, |
| 352 | const WorkloadInfo& info) const |
| 353 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 354 | IgnoreUnused(descriptor); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 355 | |
| 356 | ComparisonQueueDescriptor comparisonDescriptor; |
| 357 | comparisonDescriptor.m_Parameters = ComparisonDescriptor(ComparisonOperation::Greater); |
| 358 | |
| 359 | return CreateComparison(comparisonDescriptor, info); |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 360 | } |
| 361 | |
| 362 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 363 | const WorkloadInfo& info) const |
| 364 | { |
| 365 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
| 366 | } |
| 367 | |
| 368 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateInstanceNormalization( |
| 369 | const InstanceNormalizationQueueDescriptor& descriptor, |
| 370 | const WorkloadInfo& info) const |
| 371 | { |
| 372 | return std::make_unique<NeonInstanceNormalizationWorkload>(descriptor, info); |
| 373 | } |
| 374 | |
| 375 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 376 | const WorkloadInfo& info) const |
| 377 | { |
| 378 | return MakeWorkloadHelper<NeonL2NormalizationFloatWorkload, NullWorkload>(descriptor, info, |
| 379 | m_MemoryManager->GetIntraLayerManager()); |
| 380 | } |
| 381 | |
Keith Davis | 69e653f | 2020-07-02 11:49:26 +0100 | [diff] [blame] | 382 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateLogSoftmax(const LogSoftmaxQueueDescriptor& descriptor, |
| 383 | const WorkloadInfo& info) const |
| 384 | { |
| 385 | return std::make_unique<NeonLogSoftmaxWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
| 386 | } |
| 387 | |
James Conroy | 177df1e | 2020-11-13 10:18:51 +0000 | [diff] [blame] | 388 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateLogicalBinary(const LogicalBinaryQueueDescriptor& descriptor, |
| 389 | const WorkloadInfo& info) const |
| 390 | { |
| 391 | switch(descriptor.m_Parameters.m_Operation) |
| 392 | { |
| 393 | case LogicalBinaryOperation::LogicalAnd: |
| 394 | return std::make_unique<NeonLogicalAndWorkload>(descriptor, info); |
| 395 | case LogicalBinaryOperation::LogicalOr: |
| 396 | return std::make_unique<NeonLogicalOrWorkload>(descriptor, info); |
| 397 | default: |
| 398 | return nullptr; |
| 399 | } |
| 400 | } |
| 401 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 402 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 403 | const WorkloadInfo& info) const |
| 404 | { |
| 405 | return MakeWorkloadHelper<NeonLstmFloatWorkload, NullWorkload>(descriptor, info); |
| 406 | } |
| 407 | |
| 408 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateMaximum(const MaximumQueueDescriptor& descriptor, |
| 409 | const WorkloadInfo& info) const |
| 410 | { |
| 411 | return std::make_unique<NeonMaximumWorkload>(descriptor, info); |
| 412 | } |
| 413 | |
| 414 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateMean(const MeanQueueDescriptor& descriptor, |
| 415 | const WorkloadInfo& info) const |
| 416 | { |
| 417 | return std::make_unique<NeonMeanWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 418 | } |
| 419 | |
| 420 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 421 | const WorkloadInfo& info) const |
| 422 | { |
| 423 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 424 | { |
| 425 | throw InvalidArgumentException("NeonWorkloadFactory: Invalid null input for MemCopy workload"); |
| 426 | } |
| 427 | |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 428 | return MakeWorkloadHelper<CopyMemGenericWorkload, CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 429 | } |
| 430 | |
Derek Lamberti | f674aa0 | 2019-08-01 15:56:25 +0100 | [diff] [blame] | 431 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateMemImport(const MemImportQueueDescriptor& descriptor, |
| 432 | const WorkloadInfo& info) const |
| 433 | { |
| 434 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 435 | { |
| 436 | throw InvalidArgumentException("NeonWorkloadFactory: Invalid null input for MemImport workload"); |
| 437 | } |
| 438 | |
| 439 | return std::make_unique<ImportMemGenericWorkload>(descriptor, info); |
| 440 | } |
| 441 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 442 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 443 | const WorkloadInfo& info) const |
| 444 | { |
| 445 | return CreateConcat(descriptor, info); |
| 446 | } |
| 447 | |
| 448 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateMinimum(const MinimumQueueDescriptor& descriptor, |
| 449 | const WorkloadInfo& info) const |
| 450 | { |
| 451 | return std::make_unique<NeonMinimumWorkload>(descriptor, info); |
| 452 | } |
| 453 | |
| 454 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateMultiplication( |
| 455 | const MultiplicationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 456 | { |
| 457 | return std::make_unique<NeonMultiplicationWorkload>(descriptor, info); |
| 458 | } |
| 459 | |
| 460 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateNormalization( |
| 461 | const NormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 462 | { |
| 463 | return MakeWorkloadHelper<NeonNormalizationFloatWorkload, NullWorkload>(descriptor, info, |
| 464 | m_MemoryManager->GetIntraLayerManager()); |
| 465 | } |
| 466 | |
| 467 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, |
Keith Davis | 69e653f | 2020-07-02 11:49:26 +0100 | [diff] [blame] | 468 | const WorkloadInfo& info) const |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 469 | { |
| 470 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
| 471 | } |
| 472 | |
| 473 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, |
| 474 | const WorkloadInfo& info) const |
| 475 | { |
| 476 | return std::make_unique<NeonPadWorkload>(descriptor, info); |
| 477 | } |
| 478 | |
| 479 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
Keith Davis | 69e653f | 2020-07-02 11:49:26 +0100 | [diff] [blame] | 480 | const WorkloadInfo& info) const |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 481 | { |
| 482 | return std::make_unique<NeonPermuteWorkload>(descriptor, info); |
| 483 | } |
| 484 | |
| 485 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
Keith Davis | 69e653f | 2020-07-02 11:49:26 +0100 | [diff] [blame] | 486 | const WorkloadInfo& info) const |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 487 | { |
| 488 | return std::make_unique<NeonPooling2dWorkload>(descriptor, info); |
| 489 | } |
| 490 | |
| 491 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor, |
| 492 | const WorkloadInfo& info) const |
| 493 | { |
| 494 | return MakeWorkloadHelper<NullWorkload, NullWorkload>(descriptor, info); |
| 495 | } |
| 496 | |
| 497 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreatePrelu(const armnn::PreluQueueDescriptor &descriptor, |
| 498 | const armnn::WorkloadInfo &info) const |
| 499 | { |
| 500 | return std::make_unique<NeonPreluWorkload>(descriptor, info); |
| 501 | } |
| 502 | |
James Conroy | cc34093 | 2020-05-12 18:08:52 +0100 | [diff] [blame] | 503 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateQLstm(const QLstmQueueDescriptor& descriptor, |
| 504 | const WorkloadInfo& info) const |
| 505 | { |
| 506 | return std::make_unique<NeonQLstmWorkload>(descriptor, info); |
| 507 | } |
| 508 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 509 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateQuantize(const QuantizeQueueDescriptor& descriptor, |
| 510 | const WorkloadInfo& info) const |
| 511 | { |
Kevin May | 9077473 | 2020-03-03 12:10:10 +0000 | [diff] [blame] | 512 | return std::make_unique<NeonQuantizeWorkload>(descriptor, info); |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 513 | } |
| 514 | |
| 515 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateQuantizedLstm(const QuantizedLstmQueueDescriptor& descriptor, |
| 516 | const WorkloadInfo& info) const |
| 517 | { |
| 518 | return std::make_unique<NeonQuantizedLstmWorkload>(descriptor, info); |
| 519 | } |
| 520 | |
David Monahan | 97451b4 | 2020-12-03 09:48:06 +0000 | [diff] [blame] | 521 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateRank(const RankQueueDescriptor& descriptor, |
| 522 | const WorkloadInfo& info) const |
| 523 | { |
| 524 | return std::make_unique<NeonRankWorkload>(descriptor, info); |
| 525 | } |
| 526 | |
Sadik Armagan | a274748 | 2021-02-09 10:28:54 +0000 | [diff] [blame] | 527 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateReduce(const ReduceQueueDescriptor& descriptor, |
| 528 | const WorkloadInfo& info) const |
| 529 | { |
| 530 | return std::make_unique<NeonReduceWorkload>(descriptor, info); |
| 531 | } |
| 532 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 533 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 534 | const WorkloadInfo& info) const |
| 535 | { |
| 536 | return std::make_unique<NeonReshapeWorkload>(descriptor, info); |
| 537 | } |
| 538 | |
Aron Virginas-Tar | 169d2f1 | 2019-07-01 19:01:44 +0100 | [diff] [blame] | 539 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateResize(const ResizeQueueDescriptor& descriptor, |
| 540 | const WorkloadInfo& info) const |
| 541 | { |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 542 | return std::make_unique<NeonResizeWorkload>(descriptor, info); |
Aron Virginas-Tar | 169d2f1 | 2019-07-01 19:01:44 +0100 | [diff] [blame] | 543 | } |
| 544 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 545 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateResizeBilinear( |
| 546 | const ResizeBilinearQueueDescriptor& descriptor, |
| 547 | const WorkloadInfo& info) const |
| 548 | { |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 549 | ResizeQueueDescriptor resizeDescriptor; |
| 550 | resizeDescriptor.m_Inputs = descriptor.m_Inputs; |
| 551 | resizeDescriptor.m_Outputs = descriptor.m_Outputs; |
| 552 | |
| 553 | resizeDescriptor.m_Parameters.m_DataLayout = descriptor.m_Parameters.m_DataLayout; |
| 554 | resizeDescriptor.m_Parameters.m_TargetWidth = descriptor.m_Parameters.m_TargetWidth; |
| 555 | resizeDescriptor.m_Parameters.m_TargetHeight = descriptor.m_Parameters.m_TargetHeight; |
| 556 | |
| 557 | return CreateResize(resizeDescriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 558 | } |
| 559 | |
Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 560 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateRsqrt(const RsqrtQueueDescriptor &descriptor, |
| 561 | const WorkloadInfo &info) const |
| 562 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 563 | IgnoreUnused(descriptor); |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 564 | |
| 565 | ElementwiseUnaryQueueDescriptor elementwiseUnaryDescriptor; |
| 566 | elementwiseUnaryDescriptor.m_Parameters = ElementwiseUnaryDescriptor(UnaryOperation::Rsqrt); |
| 567 | |
| 568 | return CreateElementwiseUnary(elementwiseUnaryDescriptor, info); |
Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 569 | } |
| 570 | |
josh minor | 036f02d | 2019-11-15 14:53:22 -0600 | [diff] [blame] | 571 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateSlice(const SliceQueueDescriptor& descriptor, |
| 572 | const WorkloadInfo& info) const |
| 573 | { |
| 574 | return std::make_unique<NeonSliceWorkload>(descriptor, info); |
| 575 | } |
| 576 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 577 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 578 | const WorkloadInfo& info) const |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 579 | { |
Sadik Armagan | be88a57 | 2020-04-30 11:39:37 +0100 | [diff] [blame] | 580 | return std::make_unique<NeonSoftmaxWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 581 | } |
| 582 | |
Mike Kelly | 0be3a88 | 2020-01-24 11:27:50 +0000 | [diff] [blame] | 583 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 584 | const WorkloadInfo& info) const |
| 585 | { |
| 586 | return std::make_unique<NeonSpaceToBatchNdWorkload>(descriptor, info); |
| 587 | } |
| 588 | |
| 589 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateSpaceToDepth(const SpaceToDepthQueueDescriptor& descriptor, |
| 590 | const WorkloadInfo& info) const |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 591 | { |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 592 | return std::make_unique<NeonSpaceToDepthWorkload>(descriptor, info); |
| 593 | } |
| 594 | |
| 595 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 596 | const WorkloadInfo& info) const |
| 597 | { |
| 598 | return std::make_unique<NeonSplitterWorkload>(descriptor, info); |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 599 | } |
| 600 | |
Matthew Jackson | 87f65ea | 2019-08-01 10:01:34 +0100 | [diff] [blame] | 601 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateStack(const StackQueueDescriptor& descriptor, |
| 602 | const WorkloadInfo& info) const |
| 603 | { |
| 604 | return std::make_unique<NeonStackWorkload>(descriptor, info); |
| 605 | } |
| 606 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 607 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, |
| 608 | const WorkloadInfo& info) const |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 609 | { |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 610 | return std::make_unique<NeonStridedSliceWorkload>(descriptor, info); |
| 611 | } |
| 612 | |
| 613 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateSubtraction( |
| 614 | const SubtractionQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 615 | { |
| 616 | return std::make_unique<NeonSubtractionWorkload>(descriptor, info); |
| 617 | } |
| 618 | |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 619 | std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateTranspose(const TransposeQueueDescriptor& descriptor, |
| 620 | const WorkloadInfo& info) const |
| 621 | { |
| 622 | return std::make_unique<NeonTransposeWorkload>(descriptor, info); |
| 623 | } |
| 624 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 625 | std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateTransposeConvolution2d( |
| 626 | const TransposeConvolution2dQueueDescriptor &descriptor, |
| 627 | const WorkloadInfo &info) const |
| 628 | { |
| 629 | return std::make_unique<NeonTransposeConvolution2dWorkload>(descriptor, info, |
| 630 | m_MemoryManager->GetIntraLayerManager()); |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 631 | } |
| 632 | |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 633 | } // namespace armnn |