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review.mlplatform.org / ml / armnn / 4589c3ee2564168f18db385a3b4de7608620a707 / . / src / backends / reference / RefLayerSupport.hpp
blob: 8e1f68ebfcbb8cdb116338a5eb11dafa62d59b70 [file] [log] [blame]
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]1//
Mike Kelly3ec30772023-03-08 13:47:17 +0000[diff] [blame]2// Copyright © 2017-2023 Arm Ltd and Contributors. All rights reserved.
David Beckecb56cd2018-09-05 12:52:57 +0100[diff] [blame]3// SPDX-License-Identifier: MIT
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]4//
5#pragma once
6
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000[diff] [blame]7#include <backendsCommon/LayerSupportBase.hpp>
arovir01a6824102018-08-28 17:40:45 +0100[diff] [blame]8
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]9namespace armnn
10{
11
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000[diff] [blame]12class RefLayerSupport : public LayerSupportBase
arovir014424b0a2018-10-04 10:46:04 +0100[diff] [blame]13{
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]14public:
Cathal Corbett34b429c2021-12-24 12:24:40 +0000[diff] [blame]15 bool IsLayerSupported(const LayerType& type,
16 const std::vector<TensorInfo>& infos,
17 const BaseDescriptor& descriptor,
18 const Optional<LstmInputParamsInfo>& lstmParamsInfo,
19 const Optional<QuantizedLstmInputParamsInfo>&,
20 Optional<std::string&> reasonIfUnsupported) const override;
21
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]22 bool IsActivationSupported(const TensorInfo& input,
23 const TensorInfo& output,
24 const ActivationDescriptor& descriptor,
25 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
26
27 bool IsAdditionSupported(const TensorInfo& input0,
28 const TensorInfo& input1,
29 const TensorInfo& output,
30 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
31
Nikhil Raj68c2c902019-09-19 11:21:11 +0100[diff] [blame]32 bool IsArgMinMaxSupported(const TensorInfo& input,
33 const TensorInfo& output,
34 const ArgMinMaxDescriptor& descriptor,
35 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
36
Samuel Yap6b478092022-07-06 15:36:03 +0100[diff] [blame]37 bool IsBatchMatMulSupported(const TensorInfo& inputX,
38 const TensorInfo& inputY,
39 const TensorInfo& output,
40 const BatchMatMulDescriptor& descriptor,
41 Optional<std::string &> reasonIfUnsupported = EmptyOptional()) const;
42
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]43 bool IsBatchNormalizationSupported(const TensorInfo& input,
44 const TensorInfo& output,
45 const TensorInfo& mean,
46 const TensorInfo& var,
47 const TensorInfo& beta,
48 const TensorInfo& gamma,
49 const BatchNormalizationDescriptor& descriptor,
50 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
51
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +0000[diff] [blame]52 bool IsBatchToSpaceNdSupported(const TensorInfo& input,
53 const TensorInfo& output,
54 const BatchToSpaceNdDescriptor& descriptor,
55 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
56
mathad01b392e982021-04-07 12:07:30 +0100[diff] [blame]57 bool IsCastSupported(const TensorInfo& input,
58 const TensorInfo& output,
59 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
60
Simon Obute51f67772021-09-03 15:50:13 +0100[diff] [blame]61 bool IsChannelShuffleSupported(const TensorInfo& input,
62 const TensorInfo& output,
63 const ChannelShuffleDescriptor& descriptor,
64 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
65
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +0100[diff] [blame]66 bool IsComparisonSupported(const TensorInfo& input0,
67 const TensorInfo& input1,
68 const TensorInfo& output,
69 const ComparisonDescriptor& descriptor,
70 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
71
Jim Flynn906f9462019-05-10 13:55:21 +0100[diff] [blame]72 bool IsConcatSupported(const std::vector<const TensorInfo*> inputs,
73 const TensorInfo& output,
Cathal Corbett34b429c2021-12-24 12:24:40 +0000[diff] [blame]74 const OriginsDescriptor& descriptor,
Jim Flynn906f9462019-05-10 13:55:21 +0100[diff] [blame]75 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
76
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]77 bool IsConstantSupported(const TensorInfo& output,
78 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
79
80 bool IsConvertFp16ToFp32Supported(const TensorInfo& input,
81 const TensorInfo& output,
82 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
83
Narumol Prangnawaratea54a012020-03-16 16:36:10 +0000[diff] [blame]84
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]85 bool IsConvertFp32ToFp16Supported(const TensorInfo& input,
86 const TensorInfo& output,
87 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
88
89 bool IsConvolution2dSupported(const TensorInfo& input,
90 const TensorInfo& output,
91 const Convolution2dDescriptor& descriptor,
92 const TensorInfo& weights,
93 const Optional<TensorInfo>& biases,
94 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
95
Matthew Sloyanb63a3112021-09-08 13:05:51 +0100[diff] [blame]96 bool IsConvolution3dSupported(const TensorInfo& input,
97 const TensorInfo& output,
98 const Convolution3dDescriptor& descriptor,
99 const TensorInfo& weights,
100 const Optional<TensorInfo>& biases,
101 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
102
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +0000[diff] [blame]103 bool IsDebugSupported(const TensorInfo& input,
104 const TensorInfo& output,
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +0000[diff] [blame]105 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
106
Aron Virginas-Tar73f66422019-09-23 19:11:59 +0100[diff] [blame]107 bool IsDepthToSpaceSupported(const TensorInfo& input,
108 const TensorInfo& output,
109 const DepthToSpaceDescriptor& descriptor,
110 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
111
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]112 bool IsDepthwiseConvolutionSupported(const TensorInfo& input,
113 const TensorInfo& output,
114 const DepthwiseConvolution2dDescriptor& descriptor,
115 const TensorInfo& weights,
116 const Optional<TensorInfo>& biases,
117 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
118
Nattapat Chaimanowong8a54ac02019-03-29 15:25:04 +0000[diff] [blame]119 bool IsDequantizeSupported(const TensorInfo& input,
120 const TensorInfo& output,
121 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
122
Derek Lamberti6a5e5e82019-12-05 14:41:20 +0000[diff] [blame]123 bool IsDetectionPostProcessSupported(const TensorInfo& boxEncodings,
124 const TensorInfo& scores,
125 const TensorInfo& anchors,
126 const TensorInfo& detectionBoxes,
127 const TensorInfo& detectionClasses,
128 const TensorInfo& detectionScores,
129 const TensorInfo& numDetections,
Narumol Prangnawaratbc67cef2019-01-31 15:31:54 +0000[diff] [blame]130 const DetectionPostProcessDescriptor& descriptor,
131 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
132
Pablo Tellof0bd6832019-04-26 17:58:13 +0100[diff] [blame]133 bool IsDilatedDepthwiseConvolutionSupported(const TensorInfo& input,
134 const TensorInfo& output,
135 const DepthwiseConvolution2dDescriptor& descriptor,
136 const TensorInfo& weights,
137 const Optional<TensorInfo>& biases,
138 Optional<std::string&> reasonIfUnsupported =
139 EmptyOptional()) const override;
140
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]141 bool IsDivisionSupported(const TensorInfo& input0,
142 const TensorInfo& input1,
143 const TensorInfo& output,
144 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
145
josh minor4a3c6102020-01-06 16:40:46 -0600[diff] [blame]146 bool IsElementwiseUnarySupported(const TensorInfo& input,
147 const TensorInfo& output,
148 const ElementwiseUnaryDescriptor& descriptor,
149 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
150
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]151 bool IsFakeQuantizationSupported(const TensorInfo& input,
152 const FakeQuantizationDescriptor& descriptor,
153 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
154
Ryan OSheaf4bfa6a2020-06-10 11:33:37 +0100[diff] [blame]155 bool IsFillSupported(const TensorInfo& input,
156 const TensorInfo& output,
157 const FillDescriptor& descriptor,
158 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
159
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]160 bool IsFloorSupported(const TensorInfo& input,
161 const TensorInfo& output,
162 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
163
164 bool IsFullyConnectedSupported(const TensorInfo& input,
165 const TensorInfo& output,
166 const TensorInfo& weights,
167 const TensorInfo& biases,
168 const FullyConnectedDescriptor& descriptor,
169 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
170
Teresa Charlinb2d3ec52022-04-12 22:07:09 +0100[diff] [blame]171 bool IsGatherNdSupported(const TensorInfo& input0,
172 const TensorInfo& input1,
173 const TensorInfo& output,
174 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const;
175
narpra014951d842019-01-18 16:53:53 +0000[diff] [blame]176 bool IsGatherSupported(const TensorInfo& input0,
177 const TensorInfo& input1,
178 const TensorInfo& output,
Teresa Charlin52664732020-06-29 16:27:03 +0100[diff] [blame]179 const GatherDescriptor& descriptor,
narpra014951d842019-01-18 16:53:53 +0000[diff] [blame]180 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
181
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]182 bool IsInputSupported(const TensorInfo& input,
183 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
184
Kevin May09ca49c2019-10-09 12:37:34 +0100[diff] [blame]185 bool IsInstanceNormalizationSupported(const TensorInfo& input,
186 const TensorInfo& output,
187 const InstanceNormalizationDescriptor& descriptor,
188 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
189
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]190 bool IsL2NormalizationSupported(const TensorInfo& input,
191 const TensorInfo& output,
192 const L2NormalizationDescriptor& descriptor,
193 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
194
James Conroyaba90cd2020-11-06 16:28:18 +0000[diff] [blame]195 bool IsLogicalBinarySupported(const TensorInfo& input0,
196 const TensorInfo& input1,
197 const TensorInfo& output,
198 const LogicalBinaryDescriptor& descriptor,
199 Optional<std::string&> reasonIfUnsupported) const override;
200
Aron Virginas-Tare662a942019-10-14 15:12:00 +0100[diff] [blame]201 bool IsLogSoftmaxSupported(const TensorInfo& input,
202 const TensorInfo& output,
203 const LogSoftmaxDescriptor& descriptor,
204 Optional<std::string&> reasonIfUnsupported) const override;
205
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]206 bool IsLstmSupported(const TensorInfo& input,
207 const TensorInfo& outputStateIn,
208 const TensorInfo& cellStateIn,
209 const TensorInfo& scratchBuffer,
210 const TensorInfo& outputStateOut,
211 const TensorInfo& cellStateOut,
212 const TensorInfo& output,
213 const LstmDescriptor& descriptor,
Jan Eilersd01a83c2019-07-03 18:20:40 +0100[diff] [blame]214 const LstmInputParamsInfo& paramsInfo,
215 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]216
saoste012df12b32018-11-28 16:57:20 +0000[diff] [blame]217 bool IsMaximumSupported(const TensorInfo& input0,
218 const TensorInfo& input1,
219 const TensorInfo& output,
220 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
221
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]222 bool IsMeanSupported(const TensorInfo& input,
223 const TensorInfo& output,
224 const MeanDescriptor& descriptor,
225 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
226
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000[diff] [blame]227 bool IsMemCopySupported(const TensorInfo& input,
228 const TensorInfo& output,
229 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
230
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000[diff] [blame]231 bool IsMinimumSupported(const TensorInfo& input0,
232 const TensorInfo& input1,
233 const TensorInfo& output,
234 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
235
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]236 bool IsMultiplicationSupported(const TensorInfo& input0,
237 const TensorInfo& input1,
238 const TensorInfo& output,
239 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
240
241 bool IsNormalizationSupported(const TensorInfo& input,
242 const TensorInfo& output,
243 const NormalizationDescriptor& descriptor,
244 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
245
246 bool IsOutputSupported(const TensorInfo& output,
247 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
248
249 bool IsPadSupported(const TensorInfo& input,
250 const TensorInfo& output,
251 const PadDescriptor& descriptor,
252 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
253
254 bool IsPermuteSupported(const TensorInfo& input,
255 const TensorInfo& output,
256 const PermuteDescriptor& descriptor,
257 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
258
259 bool IsPooling2dSupported(const TensorInfo& input,
260 const TensorInfo& output,
261 const Pooling2dDescriptor& descriptor,
262 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
263
Tamás Nyíri7b885b32021-10-26 14:47:57 +0100[diff] [blame]264 bool IsPooling3dSupported(const TensorInfo& input,
265 const TensorInfo& output,
266 const Pooling3dDescriptor& descriptor,
267 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
268
Derek Lamberti5f400d62019-03-25 15:41:58 +0000[diff] [blame]269 bool IsQuantizeSupported(const TensorInfo& input,
270 const TensorInfo& output,
271 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
272
James Conroy4f1f8992020-04-29 20:01:10 +0100[diff] [blame]273 bool IsQLstmSupported(const TensorInfo& input,
274 const TensorInfo& previousOutputIn,
275 const TensorInfo& previousCellStateIn,
276 const TensorInfo& outputStateOut,
277 const TensorInfo& cellStateOut,
278 const TensorInfo& output,
279 const QLstmDescriptor& descriptor,
280 const LstmInputParamsInfo& paramsInfo,
281 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
282
Finn Williams2605b232020-06-10 15:53:46 +0100[diff] [blame]283 bool IsRankSupported(const TensorInfo& input,
284 const TensorInfo& output,
285 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
286
Sadik Armagan0c3ea5b2021-02-03 09:29:30 +0000[diff] [blame]287 bool IsReduceSupported(const TensorInfo& input,
288 const TensorInfo& output,
289 const ReduceDescriptor& descriptor,
290 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
291
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]292 bool IsReshapeSupported(const TensorInfo& input,
Kevin Maya023c402019-12-12 17:28:05 +0000[diff] [blame]293 const TensorInfo& output,
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000[diff] [blame]294 const ReshapeDescriptor& descriptor,
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]295 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
296
Teresa Charlin970f43b2019-07-01 13:51:07 +0100[diff] [blame]297 bool IsResizeSupported(const TensorInfo& input,
298 const TensorInfo& output,
299 const ResizeDescriptor& descriptor,
300 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Keith Davis3ae3f972021-05-21 16:33:48 +0100[diff] [blame]301
Keith Davis3ae3f972021-05-21 16:33:48 +0100[diff] [blame]302 bool IsShapeSupported(const TensorInfo& input,
303 const TensorInfo& output,
304 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
305
Aron Virginas-Tar92b9f872019-09-17 17:27:04 +0100[diff] [blame]306 bool IsSliceSupported(const TensorInfo& input,
307 const TensorInfo& output,
308 const SliceDescriptor& descriptor,
309 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
310
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]311 bool IsSoftmaxSupported(const TensorInfo& input,
312 const TensorInfo& output,
313 const SoftmaxDescriptor& descriptor,
314 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
315
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +0000[diff] [blame]316 bool IsSpaceToBatchNdSupported(const TensorInfo& input,
317 const TensorInfo& output,
318 const SpaceToBatchNdDescriptor& descriptor,
319 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
320
Keith Davisa57eccb2019-06-14 17:33:22 +0100[diff] [blame]321 bool IsSpaceToDepthSupported(const TensorInfo& input,
322 const TensorInfo& output,
323 const SpaceToDepthDescriptor& descriptor,
324 Optional<std::string&> reasonIfUnsupported = EmptyOptional())
325 const override;
326
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100[diff] [blame]327 bool IsSplitterSupported(const TensorInfo& input,
328 const std::vector<std::reference_wrapper<TensorInfo>>& outputs,
329 const ViewsDescriptor& descriptor,
330 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
331
Matthew Jackson81e601c2019-07-11 12:07:09 +0100[diff] [blame]332 bool IsStackSupported(const std::vector<const TensorInfo*>& inputs,
333 const TensorInfo& output,
334 const StackDescriptor& descriptor,
335 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
336
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +0000[diff] [blame]337 bool IsStridedSliceSupported(const TensorInfo& input,
338 const TensorInfo& output,
339 const StridedSliceDescriptor& descriptor,
340 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
341
arovir011c7c81b2018-10-08 11:34:28 +0100[diff] [blame]342 bool IsSubtractionSupported(const TensorInfo& input0,
343 const TensorInfo& input1,
344 const TensorInfo& output,
345 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Matteo Martincighab9e5252019-06-13 17:27:46 +0100[diff] [blame]346
347 bool IsPreluSupported(const TensorInfo& input,
348 const TensorInfo& alpha,
349 const TensorInfo& output,
350 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Aron Virginas-Tar98180ef2019-06-26 15:02:47 +0100[diff] [blame]351
352 bool IsTransposeConvolution2dSupported(
353 const TensorInfo& input,
354 const TensorInfo& output,
355 const TransposeConvolution2dDescriptor& descriptor,
356 const TensorInfo& weights,
357 const Optional<TensorInfo>& biases,
358 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Mike Kellyc9ea45a2020-02-28 18:11:58 +0000[diff] [blame]359
360 bool IsTransposeSupported(const TensorInfo& input,
361 const TensorInfo& output,
362 const TransposeDescriptor& descriptor,
363 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Narumol Prangnawarate5339e72021-07-28 17:33:28 +0100[diff] [blame]364
365 bool IsUnidirectionalSequenceLstmSupported(
366 const TensorInfo& input,
367 const TensorInfo& outputStateIn,
368 const TensorInfo& cellStateIn,
Mike Kelly12994962022-04-21 11:57:09 +0100[diff] [blame]369 const TensorInfo& outputStateOut,
370 const TensorInfo& cellStateOut,
Narumol Prangnawarate5339e72021-07-28 17:33:28 +0100[diff] [blame]371 const TensorInfo& output,
Narumol Prangnawarate5339e72021-07-28 17:33:28 +0100[diff] [blame]372 const UnidirectionalSequenceLstmDescriptor& descriptor,
373 const LstmInputParamsInfo& paramsInfo,
374 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
arovir014424b0a2018-10-04 10:46:04 +0100[diff] [blame]375};
376
Aron Virginas-Tarb5acbb72018-10-15 11:11:51 +0100[diff] [blame]377} // namespace armnn