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telsoa014fcda012018-03-09 14:13:49 +00001//
Keith Davis69e653f2020-07-02 11:49:26 +01002// Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
David Beckecb56cd2018-09-05 12:52:57 +01003// SPDX-License-Identifier: MIT
telsoa014fcda012018-03-09 14:13:49 +00004//
5#pragma once
6
Sadik Armagan045f6be2020-09-10 13:37:32 +01007#include <armnn/backends/IBackendInternal.hpp>
8
Matteo Martincigh992d6dc2019-01-10 17:34:20 +00009#include <backendsCommon/LayerSupportBase.hpp>
telsoa014fcda012018-03-09 14:13:49 +000010
11namespace armnn
12{
13
Matteo Martincigh992d6dc2019-01-10 17:34:20 +000014class NeonLayerSupport : public LayerSupportBase
arovir014424b0a2018-10-04 10:46:04 +010015{
arovir017ff76c52018-10-09 09:40:58 +010016public:
Sadik Armagan045f6be2020-09-10 13:37:32 +010017 explicit NeonLayerSupport(const IBackendInternal::IBackendSpecificModelContextPtr& modelContextPtr);
18 NeonLayerSupport();
19
20 ~NeonLayerSupport() {}
21
josh minor4a3c6102020-01-06 16:40:46 -060022 ARMNN_DEPRECATED_MSG("Use IsElementwiseUnarySupported instead")
Aron Virginas-Tar914e4db2019-09-09 13:36:45 +010023 bool IsAbsSupported(const TensorInfo& input,
24 const TensorInfo& output,
25 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
26
arovir017ff76c52018-10-09 09:40:58 +010027 bool IsActivationSupported(const TensorInfo& input,
28 const TensorInfo& output,
29 const ActivationDescriptor& descriptor,
30 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
31
32 bool IsAdditionSupported(const TensorInfo& input0,
33 const TensorInfo& input1,
34 const TensorInfo& output,
35 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
36
James Conroyd47a0642019-09-17 14:22:06 +010037 bool IsArgMinMaxSupported(const TensorInfo& input,
38 const TensorInfo& output,
39 const ArgMinMaxDescriptor& descriptor,
40 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
41
arovir017ff76c52018-10-09 09:40:58 +010042 bool IsBatchNormalizationSupported(const TensorInfo& input,
43 const TensorInfo& output,
44 const TensorInfo& mean,
45 const TensorInfo& var,
46 const TensorInfo& beta,
47 const TensorInfo& gamma,
48 const BatchNormalizationDescriptor& descriptor,
49 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
50
Mike Kelly56858022020-01-27 12:14:47 +000051 bool IsBatchToSpaceNdSupported(const TensorInfo& input,
52 const TensorInfo& output,
53 const BatchToSpaceNdDescriptor& descriptor,
54 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
55
Sadik Armagan48f011e2021-04-21 10:50:34 +010056 bool IsCastSupported(const TensorInfo& input,
57 const TensorInfo& output,
58 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
59
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +010060 bool IsComparisonSupported(const TensorInfo& input0,
61 const TensorInfo& input1,
62 const TensorInfo& output,
63 const ComparisonDescriptor& descriptor,
64 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
65
Jim Flynn906f9462019-05-10 13:55:21 +010066 bool IsConcatSupported(const std::vector<const TensorInfo*> inputs,
67 const TensorInfo& output,
Jim Flynne242f2d2019-05-22 14:24:13 +010068 const ConcatDescriptor& descriptor,
Jim Flynn906f9462019-05-10 13:55:21 +010069 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
70
arovir017ff76c52018-10-09 09:40:58 +010071 bool IsConstantSupported(const TensorInfo& output,
72 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
73
Narumol Prangnawarat250d3922020-03-30 16:11:04 +010074 bool IsConvertBf16ToFp32Supported(const TensorInfo& input,
75 const TensorInfo& output,
76 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
77
arovir017ff76c52018-10-09 09:40:58 +010078 bool IsConvertFp16ToFp32Supported(const TensorInfo& input,
79 const TensorInfo& output,
80 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
81
Narumol Prangnawarat250d3922020-03-30 16:11:04 +010082 bool IsConvertFp32ToBf16Supported(const TensorInfo& input,
83 const TensorInfo& output,
84 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
85
arovir017ff76c52018-10-09 09:40:58 +010086 bool IsConvertFp32ToFp16Supported(const TensorInfo& input,
87 const TensorInfo& output,
88 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
89
90 bool IsConvolution2dSupported(const TensorInfo& input,
91 const TensorInfo& output,
92 const Convolution2dDescriptor& descriptor,
93 const TensorInfo& weights,
94 const Optional<TensorInfo>& biases,
95 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
96
Aron Virginas-Tar2f00b742019-09-30 13:28:08 +010097 bool IsDepthToSpaceSupported(const TensorInfo& input,
98 const TensorInfo& output,
99 const DepthToSpaceDescriptor& descriptor,
100 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
101
102
arovir017ff76c52018-10-09 09:40:58 +0100103 bool IsDepthwiseConvolutionSupported(const TensorInfo& input,
104 const TensorInfo& output,
105 const DepthwiseConvolution2dDescriptor& descriptor,
106 const TensorInfo& weights,
107 const Optional<TensorInfo>& biases,
108 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
109
Narumol Prangnawarat01961a72019-05-30 16:47:12 +0100110 bool IsDequantizeSupported(const TensorInfo& input,
111 const TensorInfo& output,
112 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
113
Pablo Tellof0bd6832019-04-26 17:58:13 +0100114 bool IsDilatedDepthwiseConvolutionSupported(const TensorInfo& input,
115 const TensorInfo& output,
116 const DepthwiseConvolution2dDescriptor& descriptor,
117 const TensorInfo& weights,
118 const Optional<TensorInfo>& biases,
119 Optional<std::string&> reason = EmptyOptional()) const override;
120
josh minor4a3c6102020-01-06 16:40:46 -0600121 bool IsElementwiseUnarySupported(const TensorInfo& input,
122 const TensorInfo& output,
123 const ElementwiseUnaryDescriptor& descriptor,
124 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
125
Sadik Armagana792a052020-06-23 16:22:23 +0100126 bool IsFillSupported(const TensorInfo& input,
127 const TensorInfo& output,
128 const FillDescriptor& descriptor,
129 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
130
arovir017ff76c52018-10-09 09:40:58 +0100131 bool IsFloorSupported(const TensorInfo& input,
132 const TensorInfo& output,
133 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
134
135 bool IsFullyConnectedSupported(const TensorInfo& input,
136 const TensorInfo& output,
137 const TensorInfo& weights,
138 const TensorInfo& biases,
139 const FullyConnectedDescriptor& descriptor,
140 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
141
Teresa Charlinf540eb82020-04-10 19:24:55 +0100142 bool IsGatherSupported(const TensorInfo& input0,
143 const TensorInfo& input1,
144 const TensorInfo& output,
Teresa Charlin52664732020-06-29 16:27:03 +0100145 const GatherDescriptor& descriptor,
Teresa Charlinf540eb82020-04-10 19:24:55 +0100146 Optional<std::string&> reasonIfUnsupported) const override;
147
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +0100148 ARMNN_DEPRECATED_MSG("Use IsComparisonSupported instead")
kevmay01eed85922019-01-28 08:37:25 +0000149 bool IsGreaterSupported(const TensorInfo& input0,
150 const TensorInfo& input1,
151 const TensorInfo& output,
152 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
153
arovir017ff76c52018-10-09 09:40:58 +0100154 bool IsInputSupported(const TensorInfo& input,
155 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
156
Sadik Armagan0d4863d2019-10-09 14:26:32 +0100157 bool IsInstanceNormalizationSupported(const TensorInfo& input,
158 const TensorInfo& output,
159 const InstanceNormalizationDescriptor& descriptor,
160 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
161
arovir017ff76c52018-10-09 09:40:58 +0100162 bool IsL2NormalizationSupported(const TensorInfo& input,
163 const TensorInfo& output,
164 const L2NormalizationDescriptor& descriptor,
165 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
166
James Conroy177df1e2020-11-13 10:18:51 +0000167 bool IsLogicalBinarySupported(const TensorInfo& input0,
168 const TensorInfo& input1,
169 const TensorInfo& output,
170 const LogicalBinaryDescriptor& descriptor,
171 Optional<std::string&> reasonIfUnsupported) const override;
172
Keith Davis69e653f2020-07-02 11:49:26 +0100173 bool IsLogSoftmaxSupported(const TensorInfo& input,
174 const TensorInfo& output,
175 const LogSoftmaxDescriptor& descriptor,
176 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
177
Jan Eilersad5293a2019-07-08 09:57:55 +0100178 bool IsLstmSupported(const TensorInfo& input,
179 const TensorInfo& outputStateIn,
180 const TensorInfo& cellStateIn,
181 const TensorInfo& scratchBuffer,
182 const TensorInfo& outputStateOut,
183 const TensorInfo& cellStateOut,
184 const TensorInfo& output,
185 const LstmDescriptor& descriptor,
186 const LstmInputParamsInfo& paramsInfo,
187 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
188
Nattapat Chaimanowong4e6597a2018-12-20 14:14:06 +0000189 bool IsMaximumSupported(const TensorInfo& input0,
190 const TensorInfo& input1,
191 const TensorInfo& output,
192 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
193
arovir017ff76c52018-10-09 09:40:58 +0100194 bool IsMeanSupported(const TensorInfo& input,
195 const TensorInfo& output,
196 const MeanDescriptor& descriptor,
197 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
198
Jim Flynn906f9462019-05-10 13:55:21 +0100199 ARMNN_DEPRECATED_MSG("Use IsConcatSupported instead")
arovir017ff76c52018-10-09 09:40:58 +0100200 bool IsMergerSupported(const std::vector<const TensorInfo*> inputs,
Nikhil Raj8599a412018-11-19 14:51:07 +0000201 const TensorInfo& output,
Jim Flynne242f2d2019-05-22 14:24:13 +0100202 const MergerDescriptor& descriptor,
arovir017ff76c52018-10-09 09:40:58 +0100203 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
204
Conor Kennedy54b21692019-01-09 07:57:38 +0000205 bool IsMinimumSupported(const TensorInfo& input0,
206 const TensorInfo& input1,
207 const TensorInfo& output,
208 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
209
arovir017ff76c52018-10-09 09:40:58 +0100210 bool IsMultiplicationSupported(const TensorInfo& input0,
211 const TensorInfo& input1,
212 const TensorInfo& output,
213 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
214
Pablo Telloe61f0712020-01-23 10:37:17 +0000215 bool IsDivisionSupported(const TensorInfo& input0,
216 const TensorInfo& input1,
217 const TensorInfo& output,
218 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
219
arovir017ff76c52018-10-09 09:40:58 +0100220 bool IsNormalizationSupported(const TensorInfo& input,
221 const TensorInfo& output,
222 const NormalizationDescriptor& descriptor,
223 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
224
225 bool IsOutputSupported(const TensorInfo& output,
226 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
227
Éanna Ó Catháin12055742019-01-25 10:01:40 +0000228 bool IsPadSupported(const TensorInfo& input,
229 const TensorInfo& output,
230 const PadDescriptor& descriptor,
231 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
232
arovir017ff76c52018-10-09 09:40:58 +0100233 bool IsPermuteSupported(const TensorInfo& input,
234 const TensorInfo& output,
235 const PermuteDescriptor& descriptor,
236 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
237
238 bool IsPooling2dSupported(const TensorInfo& input,
239 const TensorInfo& output,
240 const Pooling2dDescriptor& descriptor,
241 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
242
Nikhil Raj9b461482019-07-03 15:58:31 +0100243 bool IsPreluSupported(const TensorInfo& input,
244 const TensorInfo& alpha,
245 const TensorInfo& output,
246 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
247
James Conroycc340932020-05-12 18:08:52 +0100248 bool IsQLstmSupported(const TensorInfo& input,
249 const TensorInfo& previousOutputIn,
250 const TensorInfo& previousCellStateIn,
251 const TensorInfo& outputStateOut,
252 const TensorInfo& cellStateOut,
253 const TensorInfo& output,
254 const QLstmDescriptor& descriptor,
255 const LstmInputParamsInfo& paramsInfo,
256 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
257
Sadik Armaganfabc2892019-05-31 09:05:11 +0100258 bool IsQuantizeSupported(const TensorInfo& input,
259 const TensorInfo& output,
260 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
261
Francis Murtagh4fc3c482019-08-02 13:20:54 +0100262 bool IsQuantizedLstmSupported(const TensorInfo& input,
263 const TensorInfo& cellStateIn,
264 const TensorInfo& outputStateIn,
265 const TensorInfo& cellStateOut,
266 const TensorInfo& outputStateOut,
267 const QuantizedLstmInputParamsInfo& paramsInfo,
268 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
269
Sadik Armagana2747482021-02-09 10:28:54 +0000270 bool IsReduceSupported(const TensorInfo& input,
271 const TensorInfo& output,
272 const ReduceDescriptor& descriptor,
273 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
274
arovir017ff76c52018-10-09 09:40:58 +0100275 bool IsReshapeSupported(const TensorInfo& input,
Kevin Maya023c402019-12-12 17:28:05 +0000276 const TensorInfo& output,
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000277 const ReshapeDescriptor& descriptor,
arovir017ff76c52018-10-09 09:40:58 +0100278 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
279
Aron Virginas-Tar169d2f12019-07-01 19:01:44 +0100280 bool IsResizeSupported(const TensorInfo& input,
281 const TensorInfo& output,
282 const ResizeDescriptor& descriptor,
283 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
284
285 ARMNN_DEPRECATED_MSG("Use IsResizeSupported instead")
Sadik Armaganc625f002018-12-17 11:32:16 +0000286 bool IsResizeBilinearSupported(const TensorInfo& input,
287 const TensorInfo& output,
288 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
289
josh minor4a3c6102020-01-06 16:40:46 -0600290 ARMNN_DEPRECATED_MSG("Use IsElementwiseUnarySupported instead")
Aron Virginas-Tar0dd3b432019-09-10 13:55:09 +0100291 bool IsRsqrtSupported(const TensorInfo& input,
292 const TensorInfo& output,
293 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
294
josh minor036f02d2019-11-15 14:53:22 -0600295 bool IsSliceSupported(const TensorInfo& input,
296 const TensorInfo& output,
297 const SliceDescriptor& descriptor,
298 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
299
arovir017ff76c52018-10-09 09:40:58 +0100300 bool IsSoftmaxSupported(const TensorInfo& input,
301 const TensorInfo& output,
302 const SoftmaxDescriptor& descriptor,
303 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
304
Mike Kelly0be3a882020-01-24 11:27:50 +0000305 bool IsSpaceToBatchNdSupported(const TensorInfo& input,
306 const TensorInfo& output,
307 const SpaceToBatchNdDescriptor& descriptor,
308 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
309
Ellen Norris-Thompson29794572019-06-26 16:40:36 +0100310 bool IsSpaceToDepthSupported(const TensorInfo& input,
311 const TensorInfo& output,
312 const SpaceToDepthDescriptor& descriptor,
313 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
314
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100315 ARMNN_DEPRECATED_MSG("Use IsSplitterSupported with outputs instead")
arovir017ff76c52018-10-09 09:40:58 +0100316 bool IsSplitterSupported(const TensorInfo& input,
317 const ViewsDescriptor& descriptor,
318 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
319
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100320 bool IsSplitterSupported(const TensorInfo& input,
321 const std::vector<std::reference_wrapper<TensorInfo>>& outputs,
322 const ViewsDescriptor& descriptor,
323 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
324
Matthew Jackson87f65ea2019-08-01 10:01:34 +0100325 bool IsStackSupported(const std::vector<const TensorInfo*>& inputs,
326 const TensorInfo& output,
327 const StackDescriptor& descriptor,
328 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
329
FinnWilliamsArm1fa19192019-08-02 17:26:31 +0100330 bool IsStridedSliceSupported(const TensorInfo& input,
331 const TensorInfo& output,
332 const StridedSliceDescriptor& descriptor,
333 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
334
arovir017ff76c52018-10-09 09:40:58 +0100335 bool IsSubtractionSupported(const TensorInfo& input0,
336 const TensorInfo& input1,
337 const TensorInfo& output,
338 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Sadik Armagan581742d2019-08-12 14:11:37 +0100339
340 bool IsTransposeConvolution2dSupported(const TensorInfo& input,
341 const TensorInfo& output,
342 const TransposeConvolution2dDescriptor& descriptor,
343 const TensorInfo& weights,
344 const Optional<TensorInfo>& biases,
345 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
346
Mike Kellyc9ea45a2020-02-28 18:11:58 +0000347 bool IsTransposeSupported(const TensorInfo& input,
348 const TensorInfo& output,
349 const TransposeDescriptor& descriptor,
350 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
351
Sadik Armagan045f6be2020-09-10 13:37:32 +0100352private:
353 const IBackendInternal::IBackendSpecificModelContextPtr m_ModelContextPtr;
354
Aron Virginas-Tarfc824312018-10-15 15:00:13 +0100355}; // class NeonLayerSupport
arovir014424b0a2018-10-04 10:46:04 +0100356
arovir017ff76c52018-10-09 09:40:58 +0100357} // namespace armnn