xref: /aosp_15_r20/external/armnn/src/backends/cl/ClWorkloadFactory.hpp (revision 89c4ff92f2867872bb9e2354d150bf0c8c502810) 
1 //
2 // Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 #pragma once
6 
7 #include <armnn/IRuntime.hpp>
8 #include <armnn/Optional.hpp>
9 
10 #include <armnn/backends/IBackendInternal.hpp>
11 
12 #include <backendsCommon/WorkloadFactoryBase.hpp>
13 #include <aclCommon/BaseMemoryManager.hpp>
14 
15 #include <arm_compute/core/CL/CLCompileContext.h>
16 
17 namespace armnn
18 {
19 
20 // ARM Compute OpenCL workload factory.
21 class ClWorkloadFactory : public WorkloadFactoryBase
22 {
23 public:
24     ClWorkloadFactory(const std::shared_ptr<ClMemoryManager>& memoryManager);
25 
26     ClWorkloadFactory(const std::shared_ptr<ClMemoryManager>& memoryManager,
27                       const IBackendInternal::IBackendSpecificModelContextPtr& modelContextPtr);
28 
29     void AfterWorkloadsCreated() override;
30 
31     const BackendId& GetBackendId() const override;
32 
33     static bool IsLayerSupported(const Layer& layer,
34                                  Optional<DataType> dataType,
35                                  std::string& outReasonIfUnsupported);
36 
37     static bool IsLayerSupported(const IConnectableLayer& layer,
38                                  Optional<DataType> dataType,
39                                  std::string& outReasonIfUnsupported,
40                                  const ModelOptions& modelOptions);
41 
SupportsSubTensors() const42     bool SupportsSubTensors() const override { return true; }
43 
44     ARMNN_DEPRECATED_MSG("Use ITensorHandleFactory::CreateSubTensorHandle instead")
45     std::unique_ptr<ITensorHandle> CreateSubTensorHandle(ITensorHandle& parent,
46                                                          TensorShape const& subTensorShape,
47                                                          unsigned int const* subTensorOrigin) const override;
48 
49     ARMNN_DEPRECATED_MSG("Use ITensorHandleFactory::CreateTensorHandle instead")
50     std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo,
51                                                       const bool IsMemoryManaged = true) const override;
52 
53     ARMNN_DEPRECATED_MSG("Use ITensorHandleFactory::CreateTensorHandle instead")
54     std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo,
55                                                       DataLayout dataLayout,
56                                                       const bool IsMemoryManaged = true) const override;
57 
58     std::unique_ptr<IWorkload> CreateWorkload(LayerType type,
59                                               const QueueDescriptor& descriptor,
60                                               const WorkloadInfo& info) const override;
61 
62     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
63     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
64     std::unique_ptr<IWorkload> CreateActivation(const ActivationQueueDescriptor& descriptor,
65                                                 const WorkloadInfo& info) const override;
66 
67     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
68     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
69     std::unique_ptr<IWorkload> CreateAddition(const AdditionQueueDescriptor& descriptor,
70                                               const WorkloadInfo& info) const override;
71 
72     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
73     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
74     std::unique_ptr<IWorkload> CreateArgMinMax(const ArgMinMaxQueueDescriptor& descriptor,
75                                                const WorkloadInfo& info) const override;
76 
77     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
78     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
79     std::unique_ptr<IWorkload> CreateBatchNormalization(const BatchNormalizationQueueDescriptor& descriptor,
80                                                         const WorkloadInfo& info) const override;
81 
82     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
83     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
84     std::unique_ptr<IWorkload> CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor,
85                                                     const WorkloadInfo& info) const override;
86 
87     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
88     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
89     std::unique_ptr<IWorkload> CreateCast(const CastQueueDescriptor& descriptor,
90                                           const WorkloadInfo& info) const override;
91 
92     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
93     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
94     std::unique_ptr<IWorkload> CreateChannelShuffle(const ChannelShuffleQueueDescriptor& descriptor,
95                                                     const WorkloadInfo& info) const override;
96 
97     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
98     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
99     std::unique_ptr<IWorkload> CreateComparison(const ComparisonQueueDescriptor& descriptor,
100                                                 const WorkloadInfo& info) const override;
101 
102     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
103     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
104     std::unique_ptr<IWorkload> CreateConcat(const ConcatQueueDescriptor& descriptor,
105                                             const WorkloadInfo& info) const override;
106 
107     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
108     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
109     std::unique_ptr<IWorkload> CreateConstant(const ConstantQueueDescriptor& descriptor,
110                                               const WorkloadInfo& info) const override;
111 
112     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
113     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
114     std::unique_ptr<IWorkload> CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor,
115                                                        const WorkloadInfo& info) const override;
116 
117     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
118     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
119     std::unique_ptr<IWorkload> CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& descriptor,
120                                                        const WorkloadInfo& info) const override;
121 
122     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
123     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
124     std::unique_ptr<IWorkload> CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor,
125                                                    const WorkloadInfo& info) const override;
126 
127     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
128     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
129     std::unique_ptr<IWorkload> CreateConvolution3d(const Convolution3dQueueDescriptor& descriptor,
130                                                    const WorkloadInfo& info) const override;
131 
132     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
133     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
134     std::unique_ptr<IWorkload> CreateDebug(const DebugQueueDescriptor& descriptor,
135                                            const WorkloadInfo& info) const override;
136 
137     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
138     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
139     std::unique_ptr<IWorkload> CreateDepthToSpace(const DepthToSpaceQueueDescriptor& descriptor,
140                                                   const WorkloadInfo& info) const override;
141 
142     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
143     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
144     std::unique_ptr<IWorkload> CreateDepthwiseConvolution2d(const DepthwiseConvolution2dQueueDescriptor& descriptor,
145                                                             const WorkloadInfo& info) const override;
146 
147     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
148     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
149     std::unique_ptr<IWorkload> CreateDequantize(const DequantizeQueueDescriptor& descriptor,
150                                                 const WorkloadInfo& info) const override;
151 
152     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
153     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
154     std::unique_ptr<IWorkload> CreateDetectionPostProcess(const DetectionPostProcessQueueDescriptor& descriptor,
155                                                           const WorkloadInfo& info) const override;
156 
157     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
158     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
159     std::unique_ptr<IWorkload> CreateDivision(const DivisionQueueDescriptor& descriptor,
160                                               const WorkloadInfo& info) const override;
161 
162     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
163     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
164     std::unique_ptr<IWorkload> CreateElementwiseUnary(const ElementwiseUnaryQueueDescriptor& descriptor,
165                                                       const WorkloadInfo& info) const override;
166 
167     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
168     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
169     std::unique_ptr<IWorkload> CreateFill(const FillQueueDescriptor& descriptor,
170                                           const WorkloadInfo& info) const override;
171 
172     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
173     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
174     std::unique_ptr<IWorkload> CreateFloor(const FloorQueueDescriptor& descriptor,
175                                            const WorkloadInfo& info) const override;
176 
177     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
178     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
179     std::unique_ptr<IWorkload> CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor,
180                                                     const WorkloadInfo& info) const override;
181 
182     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
183     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
184     std::unique_ptr<IWorkload> CreateGather(const GatherQueueDescriptor& descriptor,
185                                             const WorkloadInfo& info) const override;
186 
187     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
188     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
189     std::unique_ptr<IWorkload> CreateInput(const InputQueueDescriptor& descriptor,
190                                            const WorkloadInfo& info) const override;
191 
192     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
193     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
194     std::unique_ptr<IWorkload> CreateInstanceNormalization(const InstanceNormalizationQueueDescriptor& descriptor,
195                                                            const WorkloadInfo& info) const override;
196 
197     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
198     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
199     std::unique_ptr<IWorkload> CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor,
200                                                      const WorkloadInfo& info) const override;
201 
202     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
203     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
204     std::unique_ptr<IWorkload> CreateLogicalBinary(const LogicalBinaryQueueDescriptor& descriptor,
205                                                    const WorkloadInfo& info) const override;
206 
207     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
208     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
209     std::unique_ptr<IWorkload> CreateLogSoftmax(const LogSoftmaxQueueDescriptor& descriptor,
210                                                 const WorkloadInfo& info) const override;
211 
212     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
213     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
214     std::unique_ptr<IWorkload> CreateLstm(const LstmQueueDescriptor& descriptor,
215                                           const WorkloadInfo& info) const override;
216 
217     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
218     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
219     std::unique_ptr<IWorkload> CreateMaximum(const MaximumQueueDescriptor& descriptor,
220                                              const WorkloadInfo& info) const override;
221 
222     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
223     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
224     std::unique_ptr<IWorkload> CreateMean(const MeanQueueDescriptor& descriptor,
225                                           const WorkloadInfo& Info) const override;
226 
227     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
228     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
229     std::unique_ptr<IWorkload> CreateMemCopy(const MemCopyQueueDescriptor& descriptor,
230                                              const WorkloadInfo& info) const override;
231 
232     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
233     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
234     std::unique_ptr<IWorkload> CreateMemImport(const MemImportQueueDescriptor& descriptor,
235                                                const WorkloadInfo& info) const override;
236 
237     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
238     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
239     std::unique_ptr<IWorkload> CreateMinimum(const MinimumQueueDescriptor& descriptor,
240                                              const WorkloadInfo& info) const override;
241 
242     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
243     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
244     std::unique_ptr<IWorkload> CreateMultiplication(const MultiplicationQueueDescriptor& descriptor,
245                                                     const WorkloadInfo& info) const override;
246 
247     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
248     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
249     std::unique_ptr<IWorkload> CreateNormalization(const NormalizationQueueDescriptor& descriptor,
250                                                    const WorkloadInfo& info) const override;
251 
252     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
253     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
254     std::unique_ptr<IWorkload> CreateOutput(const OutputQueueDescriptor& descriptor,
255                                             const WorkloadInfo& info) const override;
256 
257     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
258     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
259     std::unique_ptr<IWorkload> CreatePad(const PadQueueDescriptor& descriptor,
260                                          const WorkloadInfo& info) const override;
261 
262     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
263     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
264     std::unique_ptr<IWorkload> CreatePermute(const PermuteQueueDescriptor& descriptor,
265                                              const WorkloadInfo& info) const override;
266 
267     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
268     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
269     std::unique_ptr<IWorkload> CreatePooling2d(const Pooling2dQueueDescriptor& descriptor,
270                                                const WorkloadInfo& info) const override;
271 
272     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
273     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
274     std::unique_ptr<IWorkload> CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor,
275                                                  const WorkloadInfo& info) const override;
276 
277     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
278     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
279     std::unique_ptr<IWorkload> CreatePrelu(const PreluQueueDescriptor& descriptor,
280                                            const WorkloadInfo& info) const override;
281 
282     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
283     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
284     std::unique_ptr<IWorkload> CreateQLstm(const QLstmQueueDescriptor& descriptor,
285                                            const WorkloadInfo& info) const override;
286 
287     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
288     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
289     std::unique_ptr<IWorkload> CreateQuantize(const QuantizeQueueDescriptor& descriptor,
290                                               const WorkloadInfo& info) const override;
291 
292     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
293     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
294     std::unique_ptr<IWorkload> CreateQuantizedLstm(const QuantizedLstmQueueDescriptor& descriptor,
295                                                    const WorkloadInfo& info) const override;
296 
297     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
298     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
299     std::unique_ptr<IWorkload> CreateRank(const RankQueueDescriptor& descriptor,
300                                           const WorkloadInfo& info) const override;
301 
302     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
303     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
304     std::unique_ptr<IWorkload> CreateReduce(const ReduceQueueDescriptor& descriptor,
305                                             const WorkloadInfo& info) const override;
306 
307     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
308     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
309     std::unique_ptr<IWorkload> CreateReshape(const ReshapeQueueDescriptor& descriptor,
310                                              const WorkloadInfo& info) const override;
311 
312     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
313     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
314     std::unique_ptr<IWorkload> CreateResize(const ResizeQueueDescriptor& descriptor,
315                                             const WorkloadInfo& info) const override;
316 
317     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
318     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
319     std::unique_ptr<IWorkload> CreateSlice(const SliceQueueDescriptor& descriptor,
320                                            const WorkloadInfo& info) const override;
321 
322     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
323     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
324     std::unique_ptr<IWorkload> CreateSoftmax(const SoftmaxQueueDescriptor& descriptor,
325                                              const WorkloadInfo& info) const override;
326 
327     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
328     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
329     std::unique_ptr<IWorkload> CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor,
330                                                     const WorkloadInfo& info) const override;
331 
332     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
333     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
334     std::unique_ptr<IWorkload> CreateSpaceToDepth(const SpaceToDepthQueueDescriptor& descriptor,
335                                                   const WorkloadInfo& info) const override;
336 
337     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
338     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
339     std::unique_ptr<IWorkload> CreateSplitter(const SplitterQueueDescriptor& descriptor,
340                                               const WorkloadInfo& info) const override;
341 
342     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
343     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
344     std::unique_ptr<IWorkload> CreateStack(const StackQueueDescriptor& descriptor,
345                                            const WorkloadInfo& info) const override;
346 
347     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
348     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
349     std::unique_ptr<IWorkload> CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor,
350                                                   const WorkloadInfo& info) const override;
351 
352     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
353     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
354     std::unique_ptr<IWorkload> CreateSubtraction(const SubtractionQueueDescriptor& descriptor,
355                                                  const WorkloadInfo& info) const override;
356 
357     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
358     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
359     std::unique_ptr<IWorkload> CreateTranspose(const TransposeQueueDescriptor& descriptor,
360                                                const WorkloadInfo& info) const override;
361 
362     ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable "
363     "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "23.08")
364     std::unique_ptr<IWorkload> CreateTransposeConvolution2d(const TransposeConvolution2dQueueDescriptor& descriptor,
365                                                             const WorkloadInfo& info) const override;
366 
367 private:
368     template<typename FloatWorkload, typename Uint8Workload, typename QueueDescriptorType, typename... Args>
369     static std::unique_ptr<IWorkload> MakeWorkload(const QueueDescriptorType& descriptor,
370                                                    const WorkloadInfo& info,
371                                                    Args&&... args);
372 
373     template <typename Workload, typename QueueDescriptorType, typename... Args>
374     static std::unique_ptr<IWorkload> MakeWorkload(const QueueDescriptorType& descriptor,
375                                                    const WorkloadInfo& info,
376                                                    Args&&... args);
377 
378     void InitializeCLCompileContext();
379 
380     mutable std::shared_ptr<ClMemoryManager> m_MemoryManager;
381     const IBackendInternal::IBackendSpecificModelContextPtr m_ModelContextPtr;
382     arm_compute::CLCompileContext m_CLCompileContext;
383 };
384 
385 } // namespace armnn
386