telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
| 5 | #include "ClWorkloadFactory.hpp" |
| 6 | |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 7 | #include <armnn/Exceptions.hpp> |
| 8 | #include <armnn/Utils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 9 | |
| 10 | #include <string> |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 11 | #include <backends/CpuTensorHandle.hpp> |
| 12 | #include <Layer.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 13 | |
| 14 | #ifdef ARMCOMPUTECL_ENABLED |
| 15 | #include <arm_compute/core/CL/CLKernelLibrary.h> |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 16 | #include <arm_compute/runtime/CL/CLBufferAllocator.h> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 17 | #include <arm_compute/runtime/CL/CLScheduler.h> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 18 | |
David Beck | ac42efd | 2018-09-26 17:41:13 +0100 | [diff] [blame] | 19 | #include <backends/cl/workloads/ClWorkloads.hpp> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 20 | |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 21 | #include <backends/MemCopyWorkload.hpp> |
David Beck | ac42efd | 2018-09-26 17:41:13 +0100 | [diff] [blame] | 22 | #include <backends/cl/ClTensorHandle.hpp> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 23 | |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 24 | #include <memory/IPoolManager.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 25 | #endif |
| 26 | |
David Beck | ac42efd | 2018-09-26 17:41:13 +0100 | [diff] [blame] | 27 | #include <backends/MakeWorkloadHelper.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 28 | |
| 29 | #include <boost/polymorphic_cast.hpp> |
| 30 | #include <boost/format.hpp> |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 31 | #include <boost/log/trivial.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 32 | |
| 33 | namespace armnn |
| 34 | { |
| 35 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 36 | bool ClWorkloadFactory::IsLayerSupported(const Layer& layer, |
| 37 | boost::optional<DataType> dataType, |
| 38 | std::string& outReasonIfUnsupported) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 39 | { |
| 40 | return IWorkloadFactory::IsLayerSupported(Compute::GpuAcc, layer, dataType, outReasonIfUnsupported); |
| 41 | } |
| 42 | |
| 43 | #ifdef ARMCOMPUTECL_ENABLED |
| 44 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 45 | ClWorkloadFactory::ClWorkloadFactory() |
| 46 | : m_MemoryManager(std::make_unique<arm_compute::CLBufferAllocator>()) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 47 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 48 | } |
| 49 | |
| 50 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo) const |
| 51 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 52 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo); |
| 53 | tensorHandle->SetMemoryGroup(m_MemoryManager.GetInterLayerMemoryGroup()); |
| 54 | |
| 55 | return tensorHandle; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 56 | } |
| 57 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 58 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
| 59 | DataLayout dataLayout) const |
| 60 | { |
| 61 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo, dataLayout); |
| 62 | tensorHandle->SetMemoryGroup(m_MemoryManager.GetInterLayerMemoryGroup()); |
| 63 | |
| 64 | return tensorHandle; |
| 65 | } |
| 66 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 67 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateSubTensorHandle(ITensorHandle& parent, |
| 68 | TensorShape const& subTensorShape, |
| 69 | unsigned int const* subTensorOrigin) const |
| 70 | { |
| 71 | BOOST_ASSERT(parent.GetType() == ITensorHandle::CL); |
| 72 | |
| 73 | arm_compute::Coordinates coords; |
| 74 | arm_compute::TensorShape shape = armcomputetensorutils::BuildArmComputeTensorShape(subTensorShape); |
| 75 | |
| 76 | coords.set_num_dimensions(subTensorShape.GetNumDimensions()); |
| 77 | for (unsigned int i = 0; i < subTensorShape.GetNumDimensions(); i++) |
| 78 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 79 | // Arm compute indexes tensor coords in reverse order. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 80 | unsigned int revertedIndex = subTensorShape.GetNumDimensions() - i - 1; |
| 81 | coords.set(i, boost::numeric_cast<int>(subTensorOrigin[revertedIndex])); |
| 82 | } |
| 83 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 84 | return std::make_unique<ClSubTensorHandle>( |
| 85 | boost::polymorphic_downcast<IClTensorHandle*>(&parent), shape, coords); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 86 | } |
| 87 | |
| 88 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 89 | const WorkloadInfo& info) const |
| 90 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 91 | return MakeWorkload<CopyMemGenericWorkload, CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 92 | } |
| 93 | |
| 94 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, |
| 95 | const WorkloadInfo& info) const |
| 96 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 97 | return MakeWorkload<CopyMemGenericWorkload, CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 98 | } |
| 99 | |
| 100 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, |
| 101 | const WorkloadInfo& info) const |
| 102 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 103 | return MakeWorkload<ClActivationFloatWorkload, ClActivationUint8Workload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 104 | } |
| 105 | |
| 106 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 107 | const WorkloadInfo& info) const |
| 108 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 109 | return MakeWorkload<ClSoftmaxFloatWorkload, ClSoftmaxUint8Workload>(descriptor, info, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 110 | m_MemoryManager.GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 111 | } |
| 112 | |
| 113 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 114 | const WorkloadInfo& info) const |
| 115 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 116 | return MakeWorkload<ClSplitterFloatWorkload, ClSplitterUint8Workload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 117 | } |
| 118 | |
| 119 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 120 | const WorkloadInfo& info) const |
| 121 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 122 | return MakeWorkload<ClMergerFloatWorkload, ClMergerUint8Workload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 123 | } |
| 124 | |
| 125 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateFullyConnected( |
| 126 | const FullyConnectedQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 127 | { |
Matthew Bentham | ab8cdc1 | 2018-09-17 11:17:41 +0100 | [diff] [blame] | 128 | return MakeWorkload<ClFullyConnectedWorkload, ClFullyConnectedWorkload>(descriptor, info, |
| 129 | m_MemoryManager.GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 130 | } |
| 131 | |
| 132 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
| 133 | const WorkloadInfo& info) const |
| 134 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 135 | return MakeWorkload<ClPermuteFloatWorkload, ClPermuteUint8Workload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 136 | } |
| 137 | |
| 138 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 139 | const WorkloadInfo& info) const |
| 140 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 141 | return MakeWorkload<ClPooling2dFloatWorkload, ClPooling2dUint8Workload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 142 | } |
| 143 | |
| 144 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 145 | const WorkloadInfo& info) const |
| 146 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 147 | return MakeWorkload<ClConvolution2dFloatWorkload, ClConvolution2dUint8Workload>(descriptor, info, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 148 | m_MemoryManager.GetIntraLayerManager()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 149 | } |
| 150 | |
| 151 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthwiseConvolution2d( |
| 152 | const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 153 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 154 | return MakeWorkload<ClDepthwiseConvolutionFloatWorkload, ClDepthwiseConvolutionUint8Workload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 155 | } |
| 156 | |
| 157 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 158 | const WorkloadInfo& info) const |
| 159 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 160 | return MakeWorkload<ClNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 161 | } |
| 162 | |
| 163 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 164 | const WorkloadInfo& info) const |
| 165 | { |
David Beck | 0a710c4 | 2018-09-11 15:21:14 +0100 | [diff] [blame] | 166 | return MakeWorkload<ClAdditionWorkload<armnn::DataType::Float16, armnn::DataType::Float32>, |
| 167 | ClAdditionWorkload<armnn::DataType::QuantisedAsymm8>>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 168 | } |
| 169 | |
| 170 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateMultiplication( |
| 171 | const MultiplicationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 172 | { |
jimfly01 | 9fc824a | 2018-09-24 12:47:14 +0100 | [diff] [blame] | 173 | return MakeWorkload<ClMultiplicationFloatWorkload, ClMultiplicationFloatWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 174 | } |
| 175 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 176 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateDivision( |
| 177 | const DivisionQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 178 | { |
| 179 | return MakeWorkload<ClDivisionFloatWorkload, NullWorkload>(descriptor, info); |
| 180 | } |
| 181 | |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 182 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 183 | const WorkloadInfo& info) const |
| 184 | { |
David Beck | 0a710c4 | 2018-09-11 15:21:14 +0100 | [diff] [blame] | 185 | return MakeWorkload<ClSubtractionWorkload<armnn::DataType::Float16, armnn::DataType::Float32>, |
| 186 | ClSubtractionWorkload<armnn::DataType::QuantisedAsymm8>>(descriptor, info); |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 187 | } |
| 188 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 189 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateBatchNormalization( |
| 190 | const BatchNormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 191 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 192 | return MakeWorkload<ClBatchNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 193 | } |
| 194 | |
| 195 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 196 | const WorkloadInfo& info) const |
| 197 | { |
| 198 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 199 | { |
| 200 | throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemCopy workload"); |
| 201 | } |
| 202 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 203 | return MakeWorkload<CopyMemGenericWorkload, CopyMemGenericWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 204 | } |
| 205 | |
| 206 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreateResizeBilinear( |
| 207 | const ResizeBilinearQueueDescriptor& descriptor, |
| 208 | const WorkloadInfo& info) const |
| 209 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 210 | return MakeWorkload<ClResizeBilinearFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 211 | } |
| 212 | |
| 213 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFakeQuantization( |
| 214 | const FakeQuantizationQueueDescriptor& descriptor, |
| 215 | const WorkloadInfo& info) const |
| 216 | { |
| 217 | return nullptr; |
| 218 | } |
| 219 | |
| 220 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 221 | const WorkloadInfo& info) const |
| 222 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 223 | return MakeWorkload<ClL2NormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 224 | } |
| 225 | |
| 226 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
| 227 | const WorkloadInfo& info) const |
| 228 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 229 | return MakeWorkload<ClConstantFloatWorkload, ClConstantUint8Workload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 230 | } |
| 231 | |
| 232 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 233 | const WorkloadInfo& info) const |
| 234 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 235 | return MakeWorkload<ClReshapeFloatWorkload, ClReshapeUint8Workload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 236 | } |
| 237 | |
| 238 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
| 239 | const WorkloadInfo& info) const |
| 240 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 241 | return MakeWorkload<ClFloorFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 242 | } |
| 243 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 244 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 245 | const WorkloadInfo& info) const |
| 246 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 247 | return MakeWorkload<ClLstmFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 248 | } |
| 249 | |
| 250 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp16ToFp32( |
| 251 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 252 | const WorkloadInfo& info) const |
| 253 | { |
| 254 | return std::make_unique<ClConvertFp16ToFp32Workload>(descriptor, info); |
| 255 | } |
| 256 | |
| 257 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp32ToFp16( |
| 258 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 259 | const WorkloadInfo& info) const |
| 260 | { |
| 261 | return std::make_unique<ClConvertFp32ToFp16Workload>(descriptor, info); |
| 262 | } |
| 263 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 264 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMean(const MeanQueueDescriptor& descriptor, |
| 265 | const WorkloadInfo& info) const |
| 266 | { |
| 267 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 268 | } |
| 269 | |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 270 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, |
| 271 | const WorkloadInfo& info) const |
| 272 | { |
jimfly01 | e1fa50c | 2018-09-21 12:09:51 +0100 | [diff] [blame] | 273 | return MakeWorkload<ClPadWorkload<armnn::DataType::Float16, armnn::DataType::Float32>, |
| 274 | ClPadWorkload<armnn::DataType::QuantisedAsymm8>>(descriptor, info); |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 275 | } |
| 276 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 277 | void ClWorkloadFactory::Finalize() |
| 278 | { |
| 279 | m_MemoryManager.Finalize(); |
| 280 | } |
| 281 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 282 | void ClWorkloadFactory::Release() |
| 283 | { |
| 284 | m_MemoryManager.Release(); |
| 285 | } |
| 286 | |
| 287 | void ClWorkloadFactory::Acquire() |
| 288 | { |
| 289 | m_MemoryManager.Acquire(); |
| 290 | } |
| 291 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 292 | #else // #if ARMCOMPUTECL_ENABLED |
| 293 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 294 | ClWorkloadFactory::ClWorkloadFactory() |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 295 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 296 | } |
| 297 | |
| 298 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo) const |
| 299 | { |
| 300 | return nullptr; |
| 301 | } |
| 302 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 303 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
| 304 | DataLayout dataLayout) const |
| 305 | { |
| 306 | return nullptr; |
| 307 | } |
| 308 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 309 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateSubTensorHandle(ITensorHandle& parent, |
| 310 | TensorShape const& subTensorShape, |
| 311 | unsigned int const* subTensorOrigin) const |
| 312 | { |
| 313 | return nullptr; |
| 314 | } |
| 315 | |
| 316 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 317 | const WorkloadInfo& info) const |
| 318 | { |
| 319 | return nullptr; |
| 320 | } |
| 321 | |
| 322 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, |
| 323 | const WorkloadInfo& info) const |
| 324 | { |
| 325 | return nullptr; |
| 326 | } |
| 327 | |
| 328 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, |
| 329 | const WorkloadInfo& info) const |
| 330 | { |
| 331 | return nullptr; |
| 332 | } |
| 333 | |
| 334 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 335 | const WorkloadInfo& info) const |
| 336 | { |
| 337 | return nullptr; |
| 338 | } |
| 339 | |
| 340 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 341 | const WorkloadInfo& info) const |
| 342 | { |
| 343 | return nullptr; |
| 344 | } |
| 345 | |
| 346 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 347 | const WorkloadInfo& info) const |
| 348 | { |
| 349 | return nullptr; |
| 350 | } |
| 351 | |
| 352 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, |
| 353 | const WorkloadInfo& info) const |
| 354 | { |
| 355 | return nullptr; |
| 356 | } |
| 357 | |
| 358 | std::unique_ptr<armnn::IWorkload> ClWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
| 359 | const WorkloadInfo& info) const |
| 360 | { |
| 361 | return nullptr; |
| 362 | } |
| 363 | |
| 364 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 365 | const WorkloadInfo& info) const |
| 366 | { |
| 367 | return nullptr; |
| 368 | } |
| 369 | |
| 370 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 371 | const WorkloadInfo& info) const |
| 372 | { |
| 373 | return nullptr; |
| 374 | } |
| 375 | |
| 376 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthwiseConvolution2d( |
| 377 | const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 378 | { |
| 379 | return nullptr; |
| 380 | } |
| 381 | |
| 382 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 383 | const WorkloadInfo& info) const |
| 384 | { |
| 385 | return nullptr; |
| 386 | } |
| 387 | |
| 388 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 389 | const WorkloadInfo& info) const |
| 390 | { |
| 391 | return nullptr; |
| 392 | } |
| 393 | |
| 394 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, |
| 395 | const WorkloadInfo& info) const |
| 396 | { |
| 397 | return nullptr; |
| 398 | } |
| 399 | |
| 400 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateBatchNormalization( |
| 401 | const BatchNormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const |
| 402 | { |
| 403 | return nullptr; |
| 404 | } |
| 405 | |
| 406 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 407 | const WorkloadInfo& info) const |
| 408 | { |
| 409 | return nullptr; |
| 410 | } |
| 411 | |
| 412 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, |
| 413 | const WorkloadInfo& info) const |
| 414 | { |
| 415 | return nullptr; |
| 416 | } |
| 417 | |
| 418 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor, |
| 419 | const WorkloadInfo& info) const |
| 420 | { |
| 421 | return nullptr; |
| 422 | } |
| 423 | |
| 424 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 425 | const WorkloadInfo& info) const |
| 426 | { |
| 427 | return nullptr; |
| 428 | } |
| 429 | |
| 430 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
| 431 | const WorkloadInfo& info) const |
| 432 | { |
| 433 | return nullptr; |
| 434 | } |
| 435 | |
| 436 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 437 | const WorkloadInfo& info) const |
| 438 | { |
| 439 | return nullptr; |
| 440 | } |
| 441 | |
| 442 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
| 443 | const WorkloadInfo& info) const |
| 444 | { |
| 445 | return nullptr; |
| 446 | } |
| 447 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 448 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 449 | const WorkloadInfo& info) const |
| 450 | { |
| 451 | return nullptr; |
| 452 | } |
| 453 | |
| 454 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp16ToFp32( |
| 455 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 456 | const WorkloadInfo& info) const |
| 457 | { |
| 458 | return nullptr; |
| 459 | } |
| 460 | |
| 461 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp32ToFp16( |
| 462 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 463 | const WorkloadInfo& info) const |
| 464 | { |
| 465 | return nullptr; |
| 466 | } |
| 467 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 468 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDivision(const DivisionQueueDescriptor& descriptor, |
| 469 | const WorkloadInfo& info) const |
| 470 | { |
| 471 | return nullptr; |
| 472 | } |
| 473 | |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 474 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 475 | const WorkloadInfo& info) const |
| 476 | { |
| 477 | return nullptr; |
| 478 | } |
| 479 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 480 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMean(const MeanQueueDescriptor& descriptor, |
| 481 | const WorkloadInfo& info) const |
| 482 | { |
| 483 | return nullptr; |
| 484 | } |
| 485 | |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 486 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, |
| 487 | const WorkloadInfo& info) const |
| 488 | { |
| 489 | return nullptr; |
| 490 | } |
| 491 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 492 | void ClWorkloadFactory::Finalize() |
| 493 | { |
| 494 | } |
| 495 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 496 | void ClWorkloadFactory::Release() |
| 497 | { |
| 498 | } |
| 499 | |
| 500 | void ClWorkloadFactory::Acquire() |
| 501 | { |
| 502 | } |
| 503 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 504 | #endif // #if ARMCOMPUTECL_ENABLED |
| 505 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 506 | } // namespace armnn |