blob: aff62d18d79bb0d656c50d1fe65c579dd395cbb7 [file] [log] [blame]
telsoa014fcda012018-03-09 14:13:49 +00001//
2// Copyright © 2017 Arm Ltd. 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
Matteo Martincigh992d6dc2019-01-10 17:34:20 +00007#include <backendsCommon/LayerSupportBase.hpp>
telsoa014fcda012018-03-09 14:13:49 +00008
9namespace armnn
10{
11
Matteo Martincigh992d6dc2019-01-10 17:34:20 +000012class NeonLayerSupport : public LayerSupportBase
arovir014424b0a2018-10-04 10:46:04 +010013{
arovir017ff76c52018-10-09 09:40:58 +010014public:
josh minor4a3c6102020-01-06 16:40:46 -060015 ARMNN_DEPRECATED_MSG("Use IsElementwiseUnarySupported instead")
Aron Virginas-Tar914e4db2019-09-09 13:36:45 +010016 bool IsAbsSupported(const TensorInfo& input,
17 const TensorInfo& output,
18 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
19
arovir017ff76c52018-10-09 09:40:58 +010020 bool IsActivationSupported(const TensorInfo& input,
21 const TensorInfo& output,
22 const ActivationDescriptor& descriptor,
23 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
24
25 bool IsAdditionSupported(const TensorInfo& input0,
26 const TensorInfo& input1,
27 const TensorInfo& output,
28 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
29
James Conroyd47a0642019-09-17 14:22:06 +010030 bool IsArgMinMaxSupported(const TensorInfo& input,
31 const TensorInfo& output,
32 const ArgMinMaxDescriptor& descriptor,
33 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
34
arovir017ff76c52018-10-09 09:40:58 +010035 bool IsBatchNormalizationSupported(const TensorInfo& input,
36 const TensorInfo& output,
37 const TensorInfo& mean,
38 const TensorInfo& var,
39 const TensorInfo& beta,
40 const TensorInfo& gamma,
41 const BatchNormalizationDescriptor& descriptor,
42 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
43
Mike Kelly56858022020-01-27 12:14:47 +000044 bool IsBatchToSpaceNdSupported(const TensorInfo& input,
45 const TensorInfo& output,
46 const BatchToSpaceNdDescriptor& descriptor,
47 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
48
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +010049 bool IsComparisonSupported(const TensorInfo& input0,
50 const TensorInfo& input1,
51 const TensorInfo& output,
52 const ComparisonDescriptor& descriptor,
53 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
54
Jim Flynn906f9462019-05-10 13:55:21 +010055 bool IsConcatSupported(const std::vector<const TensorInfo*> inputs,
56 const TensorInfo& output,
Jim Flynne242f2d2019-05-22 14:24:13 +010057 const ConcatDescriptor& descriptor,
Jim Flynn906f9462019-05-10 13:55:21 +010058 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
59
arovir017ff76c52018-10-09 09:40:58 +010060 bool IsConstantSupported(const TensorInfo& output,
61 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
62
Narumol Prangnawarat250d3922020-03-30 16:11:04 +010063 bool IsConvertBf16ToFp32Supported(const TensorInfo& input,
64 const TensorInfo& output,
65 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
66
arovir017ff76c52018-10-09 09:40:58 +010067 bool IsConvertFp16ToFp32Supported(const TensorInfo& input,
68 const TensorInfo& output,
69 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
70
Narumol Prangnawarat250d3922020-03-30 16:11:04 +010071 bool IsConvertFp32ToBf16Supported(const TensorInfo& input,
72 const TensorInfo& output,
73 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
74
arovir017ff76c52018-10-09 09:40:58 +010075 bool IsConvertFp32ToFp16Supported(const TensorInfo& input,
76 const TensorInfo& output,
77 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
78
79 bool IsConvolution2dSupported(const TensorInfo& input,
80 const TensorInfo& output,
81 const Convolution2dDescriptor& descriptor,
82 const TensorInfo& weights,
83 const Optional<TensorInfo>& biases,
84 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
85
Aron Virginas-Tar2f00b742019-09-30 13:28:08 +010086 bool IsDepthToSpaceSupported(const TensorInfo& input,
87 const TensorInfo& output,
88 const DepthToSpaceDescriptor& descriptor,
89 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
90
91
arovir017ff76c52018-10-09 09:40:58 +010092 bool IsDepthwiseConvolutionSupported(const TensorInfo& input,
93 const TensorInfo& output,
94 const DepthwiseConvolution2dDescriptor& descriptor,
95 const TensorInfo& weights,
96 const Optional<TensorInfo>& biases,
97 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
98
Narumol Prangnawarat01961a72019-05-30 16:47:12 +010099 bool IsDequantizeSupported(const TensorInfo& input,
100 const TensorInfo& output,
101 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
102
Pablo Tellof0bd6832019-04-26 17:58:13 +0100103 bool IsDilatedDepthwiseConvolutionSupported(const TensorInfo& input,
104 const TensorInfo& output,
105 const DepthwiseConvolution2dDescriptor& descriptor,
106 const TensorInfo& weights,
107 const Optional<TensorInfo>& biases,
108 Optional<std::string&> reason = EmptyOptional()) const override;
109
josh minor4a3c6102020-01-06 16:40:46 -0600110 bool IsElementwiseUnarySupported(const TensorInfo& input,
111 const TensorInfo& output,
112 const ElementwiseUnaryDescriptor& descriptor,
113 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
114
Sadik Armagana792a052020-06-23 16:22:23 +0100115 bool IsFillSupported(const TensorInfo& input,
116 const TensorInfo& output,
117 const FillDescriptor& descriptor,
118 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
119
arovir017ff76c52018-10-09 09:40:58 +0100120 bool IsFloorSupported(const TensorInfo& input,
121 const TensorInfo& output,
122 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
123
124 bool IsFullyConnectedSupported(const TensorInfo& input,
125 const TensorInfo& output,
126 const TensorInfo& weights,
127 const TensorInfo& biases,
128 const FullyConnectedDescriptor& descriptor,
129 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
130
Teresa Charlinf540eb82020-04-10 19:24:55 +0100131 bool IsGatherSupported(const TensorInfo& input0,
132 const TensorInfo& input1,
133 const TensorInfo& output,
Teresa Charlin52664732020-06-29 16:27:03 +0100134 const GatherDescriptor& descriptor,
Teresa Charlinf540eb82020-04-10 19:24:55 +0100135 Optional<std::string&> reasonIfUnsupported) const override;
136
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +0100137 ARMNN_DEPRECATED_MSG("Use IsComparisonSupported instead")
kevmay01eed85922019-01-28 08:37:25 +0000138 bool IsGreaterSupported(const TensorInfo& input0,
139 const TensorInfo& input1,
140 const TensorInfo& output,
141 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
142
arovir017ff76c52018-10-09 09:40:58 +0100143 bool IsInputSupported(const TensorInfo& input,
144 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
145
Sadik Armagan0d4863d2019-10-09 14:26:32 +0100146 bool IsInstanceNormalizationSupported(const TensorInfo& input,
147 const TensorInfo& output,
148 const InstanceNormalizationDescriptor& descriptor,
149 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
150
arovir017ff76c52018-10-09 09:40:58 +0100151 bool IsL2NormalizationSupported(const TensorInfo& input,
152 const TensorInfo& output,
153 const L2NormalizationDescriptor& descriptor,
154 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
155
Jan Eilersad5293a2019-07-08 09:57:55 +0100156 bool IsLstmSupported(const TensorInfo& input,
157 const TensorInfo& outputStateIn,
158 const TensorInfo& cellStateIn,
159 const TensorInfo& scratchBuffer,
160 const TensorInfo& outputStateOut,
161 const TensorInfo& cellStateOut,
162 const TensorInfo& output,
163 const LstmDescriptor& descriptor,
164 const LstmInputParamsInfo& paramsInfo,
165 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
166
Nattapat Chaimanowong4e6597a2018-12-20 14:14:06 +0000167 bool IsMaximumSupported(const TensorInfo& input0,
168 const TensorInfo& input1,
169 const TensorInfo& output,
170 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
171
arovir017ff76c52018-10-09 09:40:58 +0100172 bool IsMeanSupported(const TensorInfo& input,
173 const TensorInfo& output,
174 const MeanDescriptor& descriptor,
175 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
176
Jim Flynn906f9462019-05-10 13:55:21 +0100177 ARMNN_DEPRECATED_MSG("Use IsConcatSupported instead")
arovir017ff76c52018-10-09 09:40:58 +0100178 bool IsMergerSupported(const std::vector<const TensorInfo*> inputs,
Nikhil Raj8599a412018-11-19 14:51:07 +0000179 const TensorInfo& output,
Jim Flynne242f2d2019-05-22 14:24:13 +0100180 const MergerDescriptor& descriptor,
arovir017ff76c52018-10-09 09:40:58 +0100181 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
182
Conor Kennedy54b21692019-01-09 07:57:38 +0000183 bool IsMinimumSupported(const TensorInfo& input0,
184 const TensorInfo& input1,
185 const TensorInfo& output,
186 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
187
arovir017ff76c52018-10-09 09:40:58 +0100188 bool IsMultiplicationSupported(const TensorInfo& input0,
189 const TensorInfo& input1,
190 const TensorInfo& output,
191 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
192
Pablo Telloe61f0712020-01-23 10:37:17 +0000193 bool IsDivisionSupported(const TensorInfo& input0,
194 const TensorInfo& input1,
195 const TensorInfo& output,
196 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
197
arovir017ff76c52018-10-09 09:40:58 +0100198 bool IsNormalizationSupported(const TensorInfo& input,
199 const TensorInfo& output,
200 const NormalizationDescriptor& descriptor,
201 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
202
203 bool IsOutputSupported(const TensorInfo& output,
204 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
205
Éanna Ó Catháin12055742019-01-25 10:01:40 +0000206 bool IsPadSupported(const TensorInfo& input,
207 const TensorInfo& output,
208 const PadDescriptor& descriptor,
209 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
210
arovir017ff76c52018-10-09 09:40:58 +0100211 bool IsPermuteSupported(const TensorInfo& input,
212 const TensorInfo& output,
213 const PermuteDescriptor& descriptor,
214 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
215
216 bool IsPooling2dSupported(const TensorInfo& input,
217 const TensorInfo& output,
218 const Pooling2dDescriptor& descriptor,
219 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
220
Nikhil Raj9b461482019-07-03 15:58:31 +0100221 bool IsPreluSupported(const TensorInfo& input,
222 const TensorInfo& alpha,
223 const TensorInfo& output,
224 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
225
James Conroycc340932020-05-12 18:08:52 +0100226 bool IsQLstmSupported(const TensorInfo& input,
227 const TensorInfo& previousOutputIn,
228 const TensorInfo& previousCellStateIn,
229 const TensorInfo& outputStateOut,
230 const TensorInfo& cellStateOut,
231 const TensorInfo& output,
232 const QLstmDescriptor& descriptor,
233 const LstmInputParamsInfo& paramsInfo,
234 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
235
Sadik Armaganfabc2892019-05-31 09:05:11 +0100236 bool IsQuantizeSupported(const TensorInfo& input,
237 const TensorInfo& output,
238 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
239
Francis Murtagh4fc3c482019-08-02 13:20:54 +0100240 bool IsQuantizedLstmSupported(const TensorInfo& input,
241 const TensorInfo& cellStateIn,
242 const TensorInfo& outputStateIn,
243 const TensorInfo& cellStateOut,
244 const TensorInfo& outputStateOut,
245 const QuantizedLstmInputParamsInfo& paramsInfo,
246 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
247
arovir017ff76c52018-10-09 09:40:58 +0100248 bool IsReshapeSupported(const TensorInfo& input,
Kevin Maya023c402019-12-12 17:28:05 +0000249 const TensorInfo& output,
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000250 const ReshapeDescriptor& descriptor,
arovir017ff76c52018-10-09 09:40:58 +0100251 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
252
Aron Virginas-Tar169d2f12019-07-01 19:01:44 +0100253 bool IsResizeSupported(const TensorInfo& input,
254 const TensorInfo& output,
255 const ResizeDescriptor& descriptor,
256 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
257
258 ARMNN_DEPRECATED_MSG("Use IsResizeSupported instead")
Sadik Armaganc625f002018-12-17 11:32:16 +0000259 bool IsResizeBilinearSupported(const TensorInfo& input,
260 const TensorInfo& output,
261 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
262
josh minor4a3c6102020-01-06 16:40:46 -0600263 ARMNN_DEPRECATED_MSG("Use IsElementwiseUnarySupported instead")
Aron Virginas-Tar0dd3b432019-09-10 13:55:09 +0100264 bool IsRsqrtSupported(const TensorInfo& input,
265 const TensorInfo& output,
266 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
267
josh minor036f02d2019-11-15 14:53:22 -0600268 bool IsSliceSupported(const TensorInfo& input,
269 const TensorInfo& output,
270 const SliceDescriptor& descriptor,
271 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
272
arovir017ff76c52018-10-09 09:40:58 +0100273 bool IsSoftmaxSupported(const TensorInfo& input,
274 const TensorInfo& output,
275 const SoftmaxDescriptor& descriptor,
276 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
277
Mike Kelly0be3a882020-01-24 11:27:50 +0000278 bool IsSpaceToBatchNdSupported(const TensorInfo& input,
279 const TensorInfo& output,
280 const SpaceToBatchNdDescriptor& descriptor,
281 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
282
Ellen Norris-Thompson29794572019-06-26 16:40:36 +0100283 bool IsSpaceToDepthSupported(const TensorInfo& input,
284 const TensorInfo& output,
285 const SpaceToDepthDescriptor& descriptor,
286 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
287
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100288 ARMNN_DEPRECATED_MSG("Use IsSplitterSupported with outputs instead")
arovir017ff76c52018-10-09 09:40:58 +0100289 bool IsSplitterSupported(const TensorInfo& input,
290 const ViewsDescriptor& descriptor,
291 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
292
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100293 bool IsSplitterSupported(const TensorInfo& input,
294 const std::vector<std::reference_wrapper<TensorInfo>>& outputs,
295 const ViewsDescriptor& descriptor,
296 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
297
Matthew Jackson87f65ea2019-08-01 10:01:34 +0100298 bool IsStackSupported(const std::vector<const TensorInfo*>& inputs,
299 const TensorInfo& output,
300 const StackDescriptor& descriptor,
301 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
302
FinnWilliamsArm1fa19192019-08-02 17:26:31 +0100303 bool IsStridedSliceSupported(const TensorInfo& input,
304 const TensorInfo& output,
305 const StridedSliceDescriptor& descriptor,
306 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
307
arovir017ff76c52018-10-09 09:40:58 +0100308 bool IsSubtractionSupported(const TensorInfo& input0,
309 const TensorInfo& input1,
310 const TensorInfo& output,
311 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Sadik Armagan581742d2019-08-12 14:11:37 +0100312
313 bool IsTransposeConvolution2dSupported(const TensorInfo& input,
314 const TensorInfo& output,
315 const TransposeConvolution2dDescriptor& descriptor,
316 const TensorInfo& weights,
317 const Optional<TensorInfo>& biases,
318 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
319
Mike Kellyc9ea45a2020-02-28 18:11:58 +0000320 bool IsTransposeSupported(const TensorInfo& input,
321 const TensorInfo& output,
322 const TransposeDescriptor& descriptor,
323 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
324
Aron Virginas-Tarfc824312018-10-15 15:00:13 +0100325}; // class NeonLayerSupport
arovir014424b0a2018-10-04 10:46:04 +0100326
arovir017ff76c52018-10-09 09:40:58 +0100327} // namespace armnn