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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
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +010056 bool IsComparisonSupported(const TensorInfo& input0,
57 const TensorInfo& input1,
58 const TensorInfo& output,
59 const ComparisonDescriptor& descriptor,
60 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
61
Jim Flynn906f9462019-05-10 13:55:21 +010062 bool IsConcatSupported(const std::vector<const TensorInfo*> inputs,
63 const TensorInfo& output,
Jim Flynne242f2d2019-05-22 14:24:13 +010064 const ConcatDescriptor& descriptor,
Jim Flynn906f9462019-05-10 13:55:21 +010065 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
66
arovir017ff76c52018-10-09 09:40:58 +010067 bool IsConstantSupported(const TensorInfo& output,
68 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
69
Narumol Prangnawarat250d3922020-03-30 16:11:04 +010070 bool IsConvertBf16ToFp32Supported(const TensorInfo& input,
71 const TensorInfo& output,
72 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
73
arovir017ff76c52018-10-09 09:40:58 +010074 bool IsConvertFp16ToFp32Supported(const TensorInfo& input,
75 const TensorInfo& output,
76 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
77
Narumol Prangnawarat250d3922020-03-30 16:11:04 +010078 bool IsConvertFp32ToBf16Supported(const TensorInfo& input,
79 const TensorInfo& output,
80 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
81
arovir017ff76c52018-10-09 09:40:58 +010082 bool IsConvertFp32ToFp16Supported(const TensorInfo& input,
83 const TensorInfo& output,
84 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
85
86 bool IsConvolution2dSupported(const TensorInfo& input,
87 const TensorInfo& output,
88 const Convolution2dDescriptor& descriptor,
89 const TensorInfo& weights,
90 const Optional<TensorInfo>& biases,
91 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
92
Aron Virginas-Tar2f00b742019-09-30 13:28:08 +010093 bool IsDepthToSpaceSupported(const TensorInfo& input,
94 const TensorInfo& output,
95 const DepthToSpaceDescriptor& descriptor,
96 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
97
98
arovir017ff76c52018-10-09 09:40:58 +010099 bool IsDepthwiseConvolutionSupported(const TensorInfo& input,
100 const TensorInfo& output,
101 const DepthwiseConvolution2dDescriptor& descriptor,
102 const TensorInfo& weights,
103 const Optional<TensorInfo>& biases,
104 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
105
Narumol Prangnawarat01961a72019-05-30 16:47:12 +0100106 bool IsDequantizeSupported(const TensorInfo& input,
107 const TensorInfo& output,
108 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
109
Pablo Tellof0bd6832019-04-26 17:58:13 +0100110 bool IsDilatedDepthwiseConvolutionSupported(const TensorInfo& input,
111 const TensorInfo& output,
112 const DepthwiseConvolution2dDescriptor& descriptor,
113 const TensorInfo& weights,
114 const Optional<TensorInfo>& biases,
115 Optional<std::string&> reason = EmptyOptional()) const override;
116
josh minor4a3c6102020-01-06 16:40:46 -0600117 bool IsElementwiseUnarySupported(const TensorInfo& input,
118 const TensorInfo& output,
119 const ElementwiseUnaryDescriptor& descriptor,
120 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
121
Sadik Armagana792a052020-06-23 16:22:23 +0100122 bool IsFillSupported(const TensorInfo& input,
123 const TensorInfo& output,
124 const FillDescriptor& descriptor,
125 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
126
arovir017ff76c52018-10-09 09:40:58 +0100127 bool IsFloorSupported(const TensorInfo& input,
128 const TensorInfo& output,
129 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
130
131 bool IsFullyConnectedSupported(const TensorInfo& input,
132 const TensorInfo& output,
133 const TensorInfo& weights,
134 const TensorInfo& biases,
135 const FullyConnectedDescriptor& descriptor,
136 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
137
Teresa Charlinf540eb82020-04-10 19:24:55 +0100138 bool IsGatherSupported(const TensorInfo& input0,
139 const TensorInfo& input1,
140 const TensorInfo& output,
Teresa Charlin52664732020-06-29 16:27:03 +0100141 const GatherDescriptor& descriptor,
Teresa Charlinf540eb82020-04-10 19:24:55 +0100142 Optional<std::string&> reasonIfUnsupported) const override;
143
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +0100144 ARMNN_DEPRECATED_MSG("Use IsComparisonSupported instead")
kevmay01eed85922019-01-28 08:37:25 +0000145 bool IsGreaterSupported(const TensorInfo& input0,
146 const TensorInfo& input1,
147 const TensorInfo& output,
148 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
149
arovir017ff76c52018-10-09 09:40:58 +0100150 bool IsInputSupported(const TensorInfo& input,
151 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
152
Sadik Armagan0d4863d2019-10-09 14:26:32 +0100153 bool IsInstanceNormalizationSupported(const TensorInfo& input,
154 const TensorInfo& output,
155 const InstanceNormalizationDescriptor& descriptor,
156 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
157
arovir017ff76c52018-10-09 09:40:58 +0100158 bool IsL2NormalizationSupported(const TensorInfo& input,
159 const TensorInfo& output,
160 const L2NormalizationDescriptor& descriptor,
161 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
162
Keith Davis69e653f2020-07-02 11:49:26 +0100163 bool IsLogSoftmaxSupported(const TensorInfo& input,
164 const TensorInfo& output,
165 const LogSoftmaxDescriptor& descriptor,
166 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
167
Jan Eilersad5293a2019-07-08 09:57:55 +0100168 bool IsLstmSupported(const TensorInfo& input,
169 const TensorInfo& outputStateIn,
170 const TensorInfo& cellStateIn,
171 const TensorInfo& scratchBuffer,
172 const TensorInfo& outputStateOut,
173 const TensorInfo& cellStateOut,
174 const TensorInfo& output,
175 const LstmDescriptor& descriptor,
176 const LstmInputParamsInfo& paramsInfo,
177 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
178
Nattapat Chaimanowong4e6597a2018-12-20 14:14:06 +0000179 bool IsMaximumSupported(const TensorInfo& input0,
180 const TensorInfo& input1,
181 const TensorInfo& output,
182 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
183
arovir017ff76c52018-10-09 09:40:58 +0100184 bool IsMeanSupported(const TensorInfo& input,
185 const TensorInfo& output,
186 const MeanDescriptor& descriptor,
187 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
188
Jim Flynn906f9462019-05-10 13:55:21 +0100189 ARMNN_DEPRECATED_MSG("Use IsConcatSupported instead")
arovir017ff76c52018-10-09 09:40:58 +0100190 bool IsMergerSupported(const std::vector<const TensorInfo*> inputs,
Nikhil Raj8599a412018-11-19 14:51:07 +0000191 const TensorInfo& output,
Jim Flynne242f2d2019-05-22 14:24:13 +0100192 const MergerDescriptor& descriptor,
arovir017ff76c52018-10-09 09:40:58 +0100193 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
194
Conor Kennedy54b21692019-01-09 07:57:38 +0000195 bool IsMinimumSupported(const TensorInfo& input0,
196 const TensorInfo& input1,
197 const TensorInfo& output,
198 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
199
arovir017ff76c52018-10-09 09:40:58 +0100200 bool IsMultiplicationSupported(const TensorInfo& input0,
201 const TensorInfo& input1,
202 const TensorInfo& output,
203 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
204
Pablo Telloe61f0712020-01-23 10:37:17 +0000205 bool IsDivisionSupported(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 IsNormalizationSupported(const TensorInfo& input,
211 const TensorInfo& output,
212 const NormalizationDescriptor& descriptor,
213 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
214
215 bool IsOutputSupported(const TensorInfo& output,
216 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
217
Éanna Ó Catháin12055742019-01-25 10:01:40 +0000218 bool IsPadSupported(const TensorInfo& input,
219 const TensorInfo& output,
220 const PadDescriptor& descriptor,
221 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
222
arovir017ff76c52018-10-09 09:40:58 +0100223 bool IsPermuteSupported(const TensorInfo& input,
224 const TensorInfo& output,
225 const PermuteDescriptor& descriptor,
226 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
227
228 bool IsPooling2dSupported(const TensorInfo& input,
229 const TensorInfo& output,
230 const Pooling2dDescriptor& descriptor,
231 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
232
Nikhil Raj9b461482019-07-03 15:58:31 +0100233 bool IsPreluSupported(const TensorInfo& input,
234 const TensorInfo& alpha,
235 const TensorInfo& output,
236 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
237
James Conroycc340932020-05-12 18:08:52 +0100238 bool IsQLstmSupported(const TensorInfo& input,
239 const TensorInfo& previousOutputIn,
240 const TensorInfo& previousCellStateIn,
241 const TensorInfo& outputStateOut,
242 const TensorInfo& cellStateOut,
243 const TensorInfo& output,
244 const QLstmDescriptor& descriptor,
245 const LstmInputParamsInfo& paramsInfo,
246 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
247
Sadik Armaganfabc2892019-05-31 09:05:11 +0100248 bool IsQuantizeSupported(const TensorInfo& input,
249 const TensorInfo& output,
250 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
251
Francis Murtagh4fc3c482019-08-02 13:20:54 +0100252 bool IsQuantizedLstmSupported(const TensorInfo& input,
253 const TensorInfo& cellStateIn,
254 const TensorInfo& outputStateIn,
255 const TensorInfo& cellStateOut,
256 const TensorInfo& outputStateOut,
257 const QuantizedLstmInputParamsInfo& paramsInfo,
258 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
259
arovir017ff76c52018-10-09 09:40:58 +0100260 bool IsReshapeSupported(const TensorInfo& input,
Kevin Maya023c402019-12-12 17:28:05 +0000261 const TensorInfo& output,
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000262 const ReshapeDescriptor& descriptor,
arovir017ff76c52018-10-09 09:40:58 +0100263 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
264
Aron Virginas-Tar169d2f12019-07-01 19:01:44 +0100265 bool IsResizeSupported(const TensorInfo& input,
266 const TensorInfo& output,
267 const ResizeDescriptor& descriptor,
268 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
269
270 ARMNN_DEPRECATED_MSG("Use IsResizeSupported instead")
Sadik Armaganc625f002018-12-17 11:32:16 +0000271 bool IsResizeBilinearSupported(const TensorInfo& input,
272 const TensorInfo& output,
273 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
274
josh minor4a3c6102020-01-06 16:40:46 -0600275 ARMNN_DEPRECATED_MSG("Use IsElementwiseUnarySupported instead")
Aron Virginas-Tar0dd3b432019-09-10 13:55:09 +0100276 bool IsRsqrtSupported(const TensorInfo& input,
277 const TensorInfo& output,
278 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
279
josh minor036f02d2019-11-15 14:53:22 -0600280 bool IsSliceSupported(const TensorInfo& input,
281 const TensorInfo& output,
282 const SliceDescriptor& descriptor,
283 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
284
arovir017ff76c52018-10-09 09:40:58 +0100285 bool IsSoftmaxSupported(const TensorInfo& input,
286 const TensorInfo& output,
287 const SoftmaxDescriptor& descriptor,
288 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
289
Mike Kelly0be3a882020-01-24 11:27:50 +0000290 bool IsSpaceToBatchNdSupported(const TensorInfo& input,
291 const TensorInfo& output,
292 const SpaceToBatchNdDescriptor& descriptor,
293 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
294
Ellen Norris-Thompson29794572019-06-26 16:40:36 +0100295 bool IsSpaceToDepthSupported(const TensorInfo& input,
296 const TensorInfo& output,
297 const SpaceToDepthDescriptor& descriptor,
298 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
299
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100300 ARMNN_DEPRECATED_MSG("Use IsSplitterSupported with outputs instead")
arovir017ff76c52018-10-09 09:40:58 +0100301 bool IsSplitterSupported(const TensorInfo& input,
302 const ViewsDescriptor& descriptor,
303 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
304
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100305 bool IsSplitterSupported(const TensorInfo& input,
306 const std::vector<std::reference_wrapper<TensorInfo>>& outputs,
307 const ViewsDescriptor& descriptor,
308 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
309
Matthew Jackson87f65ea2019-08-01 10:01:34 +0100310 bool IsStackSupported(const std::vector<const TensorInfo*>& inputs,
311 const TensorInfo& output,
312 const StackDescriptor& descriptor,
313 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
314
FinnWilliamsArm1fa19192019-08-02 17:26:31 +0100315 bool IsStridedSliceSupported(const TensorInfo& input,
316 const TensorInfo& output,
317 const StridedSliceDescriptor& descriptor,
318 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
319
arovir017ff76c52018-10-09 09:40:58 +0100320 bool IsSubtractionSupported(const TensorInfo& input0,
321 const TensorInfo& input1,
322 const TensorInfo& output,
323 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Sadik Armagan581742d2019-08-12 14:11:37 +0100324
325 bool IsTransposeConvolution2dSupported(const TensorInfo& input,
326 const TensorInfo& output,
327 const TransposeConvolution2dDescriptor& descriptor,
328 const TensorInfo& weights,
329 const Optional<TensorInfo>& biases,
330 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
331
Mike Kellyc9ea45a2020-02-28 18:11:58 +0000332 bool IsTransposeSupported(const TensorInfo& input,
333 const TensorInfo& output,
334 const TransposeDescriptor& descriptor,
335 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
336
Sadik Armagan045f6be2020-09-10 13:37:32 +0100337private:
338 const IBackendInternal::IBackendSpecificModelContextPtr m_ModelContextPtr;
339
Aron Virginas-Tarfc824312018-10-15 15:00:13 +0100340}; // class NeonLayerSupport
arovir014424b0a2018-10-04 10:46:04 +0100341
arovir017ff76c52018-10-09 09:40:58 +0100342} // namespace armnn