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 | #pragma once |
| 6 | |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 7 | #include <armnn/Optional.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 8 | #include <backendsCommon/WorkloadFactory.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 9 | |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 10 | #include "RefMemoryManager.hpp" |
| 11 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 12 | #include <boost/core/ignore_unused.hpp> |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 13 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 14 | |
| 15 | namespace armnn |
| 16 | { |
| 17 | |
| 18 | template <typename QueueDescriptorType> |
| 19 | constexpr bool IsOperationQueueDescriptor(const QueueDescriptorType&) { return true; } |
| 20 | |
| 21 | template <> |
| 22 | constexpr bool IsOperationQueueDescriptor(const MemCopyQueueDescriptor&) { return false; } |
| 23 | |
| 24 | template <> |
| 25 | constexpr bool IsOperationQueueDescriptor(const ConstantQueueDescriptor&) { return false; } |
| 26 | |
| 27 | template <> |
| 28 | constexpr bool IsOperationQueueDescriptor(const PermuteQueueDescriptor&) { return false; } |
| 29 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 30 | // Reference workload factory. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 31 | class RefWorkloadFactory : public IWorkloadFactory |
| 32 | { |
| 33 | public: |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 34 | explicit RefWorkloadFactory(const std::shared_ptr<RefMemoryManager>& memoryManager); |
| 35 | RefWorkloadFactory(); |
| 36 | |
Matteo Martincigh | 3d6898c | 2019-01-15 16:11:44 +0000 | [diff] [blame] | 37 | ~RefWorkloadFactory() {} |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 38 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 39 | const BackendId& GetBackendId() const override; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 40 | |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 41 | static bool IsLayerSupported(const Layer& layer, |
| 42 | Optional<DataType> dataType, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 43 | std::string& outReasonIfUnsupported); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 44 | |
Matteo Martincigh | 3d6898c | 2019-01-15 16:11:44 +0000 | [diff] [blame] | 45 | bool SupportsSubTensors() const override { return false; } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 46 | |
Matteo Martincigh | 3d6898c | 2019-01-15 16:11:44 +0000 | [diff] [blame] | 47 | std::unique_ptr<ITensorHandle> CreateSubTensorHandle(ITensorHandle& parent, |
| 48 | TensorShape const& subTensorShape, |
| 49 | unsigned int const* subTensorOrigin) const override |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 50 | { |
| 51 | boost::ignore_unused(parent, subTensorShape, subTensorOrigin); |
| 52 | return nullptr; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 53 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 54 | |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 55 | std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo, |
| 56 | const bool IsMemoryManaged = true) const override; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 57 | |
Matteo Martincigh | 3d6898c | 2019-01-15 16:11:44 +0000 | [diff] [blame] | 58 | std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo, |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 59 | DataLayout dataLayout, |
| 60 | const bool IsMemoryManaged = true) const override; |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 61 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame^] | 62 | ARMNN_DEPRECATED_MSG("Use CreateElementwiseUnary instead") |
Aron Virginas-Tar | e662a94 | 2019-10-14 15:12:00 +0100 | [diff] [blame] | 63 | std::unique_ptr<IWorkload> CreateAbs(const AbsQueueDescriptor& descriptor, |
| 64 | const WorkloadInfo& info) const override; |
Matteo Martincigh | 3d6898c | 2019-01-15 16:11:44 +0000 | [diff] [blame] | 65 | |
| 66 | std::unique_ptr<IWorkload> CreateActivation(const ActivationQueueDescriptor& descriptor, |
| 67 | const WorkloadInfo& info) const override; |
| 68 | |
Matteo Martincigh | 3d6898c | 2019-01-15 16:11:44 +0000 | [diff] [blame] | 69 | std::unique_ptr<IWorkload> CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 70 | const WorkloadInfo& info) const override; |
| 71 | |
Aron Virginas-Tar | e662a94 | 2019-10-14 15:12:00 +0100 | [diff] [blame] | 72 | std::unique_ptr<IWorkload> CreateArgMinMax(const ArgMinMaxQueueDescriptor& descriptor, |
| 73 | const WorkloadInfo& info) const override; |
| 74 | |
Matteo Martincigh | 3d6898c | 2019-01-15 16:11:44 +0000 | [diff] [blame] | 75 | std::unique_ptr<IWorkload> CreateBatchNormalization(const BatchNormalizationQueueDescriptor& descriptor, |
| 76 | const WorkloadInfo& info) const override; |
| 77 | |
Aron Virginas-Tar | e662a94 | 2019-10-14 15:12:00 +0100 | [diff] [blame] | 78 | std::unique_ptr<IWorkload> CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor, |
Matteo Martincigh | 3d6898c | 2019-01-15 16:11:44 +0000 | [diff] [blame] | 79 | const WorkloadInfo& info) const override; |
| 80 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 81 | std::unique_ptr<IWorkload> CreateComparison(const ComparisonQueueDescriptor& descriptor, |
| 82 | const WorkloadInfo& info) const override; |
| 83 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 84 | std::unique_ptr<IWorkload> CreateConcat(const ConcatQueueDescriptor& descriptor, |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 85 | const WorkloadInfo& info) const override; |
| 86 | |
Matteo Martincigh | 3d6898c | 2019-01-15 16:11:44 +0000 | [diff] [blame] | 87 | std::unique_ptr<IWorkload> CreateConstant(const ConstantQueueDescriptor& descriptor, |
| 88 | const WorkloadInfo& info) const override; |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 89 | |
Aron Virginas-Tar | e662a94 | 2019-10-14 15:12:00 +0100 | [diff] [blame] | 90 | std::unique_ptr<IWorkload> CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 91 | const WorkloadInfo& info) const override; |
| 92 | |
| 93 | std::unique_ptr<IWorkload> CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 94 | const WorkloadInfo& info) const override; |
| 95 | |
| 96 | std::unique_ptr<IWorkload> CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 97 | const WorkloadInfo& info) const override; |
| 98 | |
| 99 | std::unique_ptr<IWorkload> CreateDebug(const DebugQueueDescriptor& descriptor, |
| 100 | const WorkloadInfo& info) const override; |
| 101 | |
| 102 | std::unique_ptr<IWorkload> CreateDepthToSpace(const DepthToSpaceQueueDescriptor& descriptor, |
| 103 | const WorkloadInfo& info) const override; |
| 104 | |
| 105 | std::unique_ptr<IWorkload> CreateDepthwiseConvolution2d(const DepthwiseConvolution2dQueueDescriptor& descriptor, |
| 106 | const WorkloadInfo& info) const override; |
| 107 | |
| 108 | std::unique_ptr<IWorkload> CreateDequantize(const DequantizeQueueDescriptor& descriptor, |
| 109 | const WorkloadInfo& info) const override; |
| 110 | |
| 111 | std::unique_ptr<IWorkload> CreateDetectionPostProcess(const DetectionPostProcessQueueDescriptor& descriptor, |
| 112 | const WorkloadInfo& info) const override; |
| 113 | |
| 114 | std::unique_ptr<IWorkload> CreateDivision(const DivisionQueueDescriptor& descriptor, |
| 115 | const WorkloadInfo& info) const override; |
| 116 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame^] | 117 | std::unique_ptr<IWorkload> CreateElementwiseUnary(const ElementwiseUnaryQueueDescriptor& descriptor, |
| 118 | const WorkloadInfo& info) const override; |
| 119 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 120 | ARMNN_DEPRECATED_MSG("Use CreateComparison instead") |
Aron Virginas-Tar | e662a94 | 2019-10-14 15:12:00 +0100 | [diff] [blame] | 121 | std::unique_ptr<IWorkload> CreateEqual(const EqualQueueDescriptor& descriptor, |
| 122 | const WorkloadInfo& info) const override; |
| 123 | |
| 124 | std::unique_ptr<IWorkload> CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor, |
| 125 | const WorkloadInfo& info) const override; |
| 126 | |
| 127 | std::unique_ptr<IWorkload> CreateFloor(const FloorQueueDescriptor& descriptor, |
| 128 | const WorkloadInfo& info) const override; |
| 129 | |
| 130 | std::unique_ptr<IWorkload> CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, |
| 131 | const WorkloadInfo& info) const override; |
| 132 | |
| 133 | std::unique_ptr<IWorkload> CreateGather(const GatherQueueDescriptor& descriptor, |
| 134 | const WorkloadInfo& info) const override; |
| 135 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 136 | ARMNN_DEPRECATED_MSG("Use CreateComparison instead") |
Aron Virginas-Tar | e662a94 | 2019-10-14 15:12:00 +0100 | [diff] [blame] | 137 | std::unique_ptr<IWorkload> CreateGreater(const GreaterQueueDescriptor& descriptor, |
| 138 | const WorkloadInfo& info) const override; |
| 139 | |
| 140 | std::unique_ptr<IWorkload> CreateInput(const InputQueueDescriptor& descriptor, |
| 141 | const WorkloadInfo& info) const override; |
| 142 | |
| 143 | std::unique_ptr<IWorkload> CreateInstanceNormalization(const InstanceNormalizationQueueDescriptor& descriptor, |
| 144 | const WorkloadInfo& info) const override; |
| 145 | |
| 146 | std::unique_ptr<IWorkload> CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 147 | const WorkloadInfo& info) const override; |
| 148 | |
| 149 | std::unique_ptr<IWorkload> CreateLogSoftmax(const LogSoftmaxQueueDescriptor& descriptor, |
| 150 | const WorkloadInfo& info) const override; |
| 151 | |
| 152 | std::unique_ptr<IWorkload> CreateLstm(const LstmQueueDescriptor& descriptor, |
| 153 | const WorkloadInfo& info) const override; |
| 154 | |
| 155 | std::unique_ptr<IWorkload> CreateMaximum(const MaximumQueueDescriptor& descriptor, |
| 156 | const WorkloadInfo& info) const override; |
| 157 | |
| 158 | std::unique_ptr<IWorkload> CreateMean(const MeanQueueDescriptor& descriptor, |
| 159 | const WorkloadInfo& Info) const override; |
| 160 | |
| 161 | std::unique_ptr<IWorkload> CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 162 | const WorkloadInfo& info) const override; |
| 163 | |
| 164 | std::unique_ptr<IWorkload> CreateMemImport(const MemImportQueueDescriptor& descriptor, |
| 165 | const WorkloadInfo& info) const override; |
| 166 | |
| 167 | ARMNN_DEPRECATED_MSG("Use CreateConcat instead") |
| 168 | std::unique_ptr<IWorkload> CreateMerger(const MergerQueueDescriptor& descriptor, |
| 169 | const WorkloadInfo& info) const override; |
| 170 | |
| 171 | std::unique_ptr<IWorkload> CreateMinimum(const MinimumQueueDescriptor& descriptor, |
| 172 | const WorkloadInfo& info) const override; |
| 173 | |
| 174 | std::unique_ptr<IWorkload> CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, |
| 175 | const WorkloadInfo& info) const override; |
| 176 | |
| 177 | std::unique_ptr<IWorkload> CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 178 | const WorkloadInfo& info) const override; |
| 179 | |
| 180 | std::unique_ptr<IWorkload> CreateOutput(const OutputQueueDescriptor& descriptor, |
| 181 | const WorkloadInfo& info) const override; |
| 182 | |
| 183 | std::unique_ptr<IWorkload> CreatePad(const PadQueueDescriptor& descriptor, |
| 184 | const WorkloadInfo& info) const override; |
| 185 | |
| 186 | std::unique_ptr<IWorkload> CreatePermute(const PermuteQueueDescriptor& descriptor, |
| 187 | const WorkloadInfo& info) const override; |
| 188 | |
| 189 | std::unique_ptr<IWorkload> CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 190 | const WorkloadInfo& info) const override; |
| 191 | |
| 192 | std::unique_ptr<IWorkload> CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor, |
| 193 | const WorkloadInfo& info) const override; |
| 194 | |
| 195 | std::unique_ptr<IWorkload> CreatePrelu(const PreluQueueDescriptor& descriptor, |
| 196 | const WorkloadInfo& info) const override; |
| 197 | |
| 198 | std::unique_ptr<IWorkload> CreateQuantize(const QuantizeQueueDescriptor& descriptor, |
| 199 | const WorkloadInfo& info) const override; |
| 200 | |
Matteo Martincigh | 3d6898c | 2019-01-15 16:11:44 +0000 | [diff] [blame] | 201 | std::unique_ptr<IWorkload> CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 202 | const WorkloadInfo& info) const override; |
| 203 | |
Aron Virginas-Tar | e662a94 | 2019-10-14 15:12:00 +0100 | [diff] [blame] | 204 | std::unique_ptr<IWorkload> CreateResize(const ResizeQueueDescriptor& descriptor, |
| 205 | const WorkloadInfo& info) const override; |
| 206 | |
| 207 | ARMNN_DEPRECATED_MSG("Use CreateResize instead") |
| 208 | std::unique_ptr<IWorkload> CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, |
| 209 | const WorkloadInfo& info) const override; |
| 210 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame^] | 211 | ARMNN_DEPRECATED_MSG("Use CreateElementwiseUnary instead") |
Aron Virginas-Tar | e662a94 | 2019-10-14 15:12:00 +0100 | [diff] [blame] | 212 | std::unique_ptr<IWorkload> CreateRsqrt(const RsqrtQueueDescriptor& descriptor, |
| 213 | const WorkloadInfo& info) const override; |
| 214 | |
| 215 | std::unique_ptr<IWorkload> CreateSlice(const SliceQueueDescriptor& descriptor, |
| 216 | const WorkloadInfo& info) const override; |
| 217 | |
| 218 | std::unique_ptr<IWorkload> CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 219 | const WorkloadInfo& info) const override; |
| 220 | |
Matteo Martincigh | 3d6898c | 2019-01-15 16:11:44 +0000 | [diff] [blame] | 221 | std::unique_ptr<IWorkload> CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 222 | const WorkloadInfo& info) const override; |
| 223 | |
Keith Davis | a57eccb | 2019-06-14 17:33:22 +0100 | [diff] [blame] | 224 | std::unique_ptr<IWorkload> CreateSpaceToDepth(const SpaceToDepthQueueDescriptor& descriptor, |
| 225 | const WorkloadInfo& info) const override; |
| 226 | |
Aron Virginas-Tar | e662a94 | 2019-10-14 15:12:00 +0100 | [diff] [blame] | 227 | std::unique_ptr<IWorkload> CreateSplitter(const SplitterQueueDescriptor& descriptor, |
Matteo Martincigh | 3d6898c | 2019-01-15 16:11:44 +0000 | [diff] [blame] | 228 | const WorkloadInfo& info) const override; |
| 229 | |
Matthew Jackson | 81e601c | 2019-07-11 12:07:09 +0100 | [diff] [blame] | 230 | std::unique_ptr<IWorkload> CreateStack(const StackQueueDescriptor& descriptor, |
| 231 | const WorkloadInfo& info) const override; |
| 232 | |
Aron Virginas-Tar | e662a94 | 2019-10-14 15:12:00 +0100 | [diff] [blame] | 233 | std::unique_ptr<IWorkload> CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, |
| 234 | const WorkloadInfo& info) const override; |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 235 | |
Aron Virginas-Tar | e662a94 | 2019-10-14 15:12:00 +0100 | [diff] [blame] | 236 | std::unique_ptr<IWorkload> CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 237 | const WorkloadInfo& info) const override; |
Aron Virginas-Tar | 92b9f87 | 2019-09-17 17:27:04 +0100 | [diff] [blame] | 238 | |
Aron Virginas-Tar | e662a94 | 2019-10-14 15:12:00 +0100 | [diff] [blame] | 239 | std::unique_ptr<IWorkload> CreateTransposeConvolution2d(const TransposeConvolution2dQueueDescriptor& descriptor, |
| 240 | const WorkloadInfo& info) const override; |
Kevin May | 09ca49c | 2019-10-09 12:37:34 +0100 | [diff] [blame] | 241 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 242 | private: |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 243 | template <typename F32Workload, typename U8Workload, typename QueueDescriptorType> |
| 244 | std::unique_ptr<IWorkload> MakeWorkload(const QueueDescriptorType& descriptor, const WorkloadInfo& info) const; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 245 | |
| 246 | mutable std::shared_ptr<RefMemoryManager> m_MemoryManager; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 247 | }; |
| 248 | |
| 249 | } // namespace armnn |