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telsoa014fcda012018-03-09 14:13:49 +00001//
Teresa Charlin52664732020-06-29 16:27:03 +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
Matteo Martincigh992d6dc2019-01-10 17:34:20 +00007#include <backendsCommon/LayerSupportBase.hpp>
arovir01a6824102018-08-28 17:40:45 +01008
telsoa014fcda012018-03-09 14:13:49 +00009namespace armnn
10{
11
Matteo Martincigh992d6dc2019-01-10 17:34:20 +000012class RefLayerSupport : public LayerSupportBase
arovir014424b0a2018-10-04 10:46:04 +010013{
arovir011c7c81b2018-10-08 11:34:28 +010014public:
15 bool IsActivationSupported(const TensorInfo& input,
16 const TensorInfo& output,
17 const ActivationDescriptor& descriptor,
18 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
19
20 bool IsAdditionSupported(const TensorInfo& input0,
21 const TensorInfo& input1,
22 const TensorInfo& output,
23 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
24
Nikhil Raj68c2c902019-09-19 11:21:11 +010025 bool IsArgMinMaxSupported(const TensorInfo& input,
26 const TensorInfo& output,
27 const ArgMinMaxDescriptor& descriptor,
28 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
29
arovir011c7c81b2018-10-08 11:34:28 +010030 bool IsBatchNormalizationSupported(const TensorInfo& input,
31 const TensorInfo& output,
32 const TensorInfo& mean,
33 const TensorInfo& var,
34 const TensorInfo& beta,
35 const TensorInfo& gamma,
36 const BatchNormalizationDescriptor& descriptor,
37 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
38
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +000039 bool IsBatchToSpaceNdSupported(const TensorInfo& input,
40 const TensorInfo& output,
41 const BatchToSpaceNdDescriptor& descriptor,
42 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
43
mathad01b392e982021-04-07 12:07:30 +010044 bool IsCastSupported(const TensorInfo& input,
45 const TensorInfo& output,
46 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
47
Simon Obute51f67772021-09-03 15:50:13 +010048 bool IsChannelShuffleSupported(const TensorInfo& input,
49 const TensorInfo& output,
50 const ChannelShuffleDescriptor& descriptor,
51 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
52
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +010053 bool IsComparisonSupported(const TensorInfo& input0,
54 const TensorInfo& input1,
55 const TensorInfo& output,
56 const ComparisonDescriptor& descriptor,
57 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
58
Jim Flynn906f9462019-05-10 13:55:21 +010059 bool IsConcatSupported(const std::vector<const TensorInfo*> inputs,
60 const TensorInfo& output,
Jim Flynne242f2d2019-05-22 14:24:13 +010061 const ConcatDescriptor& descriptor,
Jim Flynn906f9462019-05-10 13:55:21 +010062 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
63
arovir011c7c81b2018-10-08 11:34:28 +010064 bool IsConstantSupported(const TensorInfo& output,
65 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
66
Narumol Prangnawarat7ddbbae2020-03-13 10:26:05 +000067 bool IsConvertBf16ToFp32Supported(const TensorInfo& input,
68 const TensorInfo& output,
69 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
70
arovir011c7c81b2018-10-08 11:34:28 +010071 bool IsConvertFp16ToFp32Supported(const TensorInfo& input,
72 const TensorInfo& output,
73 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
74
Narumol Prangnawaratea54a012020-03-16 16:36:10 +000075 bool IsConvertFp32ToBf16Supported(const TensorInfo& input,
76 const TensorInfo& output,
77 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
78
arovir011c7c81b2018-10-08 11:34:28 +010079 bool IsConvertFp32ToFp16Supported(const TensorInfo& input,
80 const TensorInfo& output,
81 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
82
83 bool IsConvolution2dSupported(const TensorInfo& input,
84 const TensorInfo& output,
85 const Convolution2dDescriptor& descriptor,
86 const TensorInfo& weights,
87 const Optional<TensorInfo>& biases,
88 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
89
Matthew Sloyanb63a3112021-09-08 13:05:51 +010090 bool IsConvolution3dSupported(const TensorInfo& input,
91 const TensorInfo& output,
92 const Convolution3dDescriptor& descriptor,
93 const TensorInfo& weights,
94 const Optional<TensorInfo>& biases,
95 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
96
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +000097 bool IsDebugSupported(const TensorInfo& input,
98 const TensorInfo& output,
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +000099 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
100
Aron Virginas-Tar73f66422019-09-23 19:11:59 +0100101 bool IsDepthToSpaceSupported(const TensorInfo& input,
102 const TensorInfo& output,
103 const DepthToSpaceDescriptor& descriptor,
104 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
105
arovir011c7c81b2018-10-08 11:34:28 +0100106 bool IsDepthwiseConvolutionSupported(const TensorInfo& input,
107 const TensorInfo& output,
108 const DepthwiseConvolution2dDescriptor& descriptor,
109 const TensorInfo& weights,
110 const Optional<TensorInfo>& biases,
111 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
112
Nattapat Chaimanowong8a54ac02019-03-29 15:25:04 +0000113 bool IsDequantizeSupported(const TensorInfo& input,
114 const TensorInfo& output,
115 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
116
Derek Lamberti6a5e5e82019-12-05 14:41:20 +0000117 bool IsDetectionPostProcessSupported(const TensorInfo& boxEncodings,
118 const TensorInfo& scores,
119 const TensorInfo& anchors,
120 const TensorInfo& detectionBoxes,
121 const TensorInfo& detectionClasses,
122 const TensorInfo& detectionScores,
123 const TensorInfo& numDetections,
Narumol Prangnawaratbc67cef2019-01-31 15:31:54 +0000124 const DetectionPostProcessDescriptor& descriptor,
125 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
126
Pablo Tellof0bd6832019-04-26 17:58:13 +0100127 bool IsDilatedDepthwiseConvolutionSupported(const TensorInfo& input,
128 const TensorInfo& output,
129 const DepthwiseConvolution2dDescriptor& descriptor,
130 const TensorInfo& weights,
131 const Optional<TensorInfo>& biases,
132 Optional<std::string&> reasonIfUnsupported =
133 EmptyOptional()) const override;
134
arovir011c7c81b2018-10-08 11:34:28 +0100135 bool IsDivisionSupported(const TensorInfo& input0,
136 const TensorInfo& input1,
137 const TensorInfo& output,
138 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
139
josh minor4a3c6102020-01-06 16:40:46 -0600140 bool IsElementwiseUnarySupported(const TensorInfo& input,
141 const TensorInfo& output,
142 const ElementwiseUnaryDescriptor& descriptor,
143 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
144
arovir011c7c81b2018-10-08 11:34:28 +0100145 bool IsFakeQuantizationSupported(const TensorInfo& input,
146 const FakeQuantizationDescriptor& descriptor,
147 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
148
Ryan OSheaf4bfa6a2020-06-10 11:33:37 +0100149 bool IsFillSupported(const TensorInfo& input,
150 const TensorInfo& output,
151 const FillDescriptor& descriptor,
152 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
153
arovir011c7c81b2018-10-08 11:34:28 +0100154 bool IsFloorSupported(const TensorInfo& input,
155 const TensorInfo& output,
156 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
157
158 bool IsFullyConnectedSupported(const TensorInfo& input,
159 const TensorInfo& output,
160 const TensorInfo& weights,
161 const TensorInfo& biases,
162 const FullyConnectedDescriptor& descriptor,
163 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
164
narpra014951d842019-01-18 16:53:53 +0000165 bool IsGatherSupported(const TensorInfo& input0,
166 const TensorInfo& input1,
167 const TensorInfo& output,
Teresa Charlin52664732020-06-29 16:27:03 +0100168 const GatherDescriptor& descriptor,
narpra014951d842019-01-18 16:53:53 +0000169 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
170
arovir011c7c81b2018-10-08 11:34:28 +0100171 bool IsInputSupported(const TensorInfo& input,
172 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
173
Kevin May09ca49c2019-10-09 12:37:34 +0100174 bool IsInstanceNormalizationSupported(const TensorInfo& input,
175 const TensorInfo& output,
176 const InstanceNormalizationDescriptor& descriptor,
177 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
178
arovir011c7c81b2018-10-08 11:34:28 +0100179 bool IsL2NormalizationSupported(const TensorInfo& input,
180 const TensorInfo& output,
181 const L2NormalizationDescriptor& descriptor,
182 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
183
James Conroyaba90cd2020-11-06 16:28:18 +0000184 bool IsLogicalBinarySupported(const TensorInfo& input0,
185 const TensorInfo& input1,
186 const TensorInfo& output,
187 const LogicalBinaryDescriptor& descriptor,
188 Optional<std::string&> reasonIfUnsupported) const override;
189
Aron Virginas-Tare662a942019-10-14 15:12:00 +0100190 bool IsLogSoftmaxSupported(const TensorInfo& input,
191 const TensorInfo& output,
192 const LogSoftmaxDescriptor& descriptor,
193 Optional<std::string&> reasonIfUnsupported) const override;
194
arovir011c7c81b2018-10-08 11:34:28 +0100195 bool IsLstmSupported(const TensorInfo& input,
196 const TensorInfo& outputStateIn,
197 const TensorInfo& cellStateIn,
198 const TensorInfo& scratchBuffer,
199 const TensorInfo& outputStateOut,
200 const TensorInfo& cellStateOut,
201 const TensorInfo& output,
202 const LstmDescriptor& descriptor,
Jan Eilersd01a83c2019-07-03 18:20:40 +0100203 const LstmInputParamsInfo& paramsInfo,
204 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
arovir011c7c81b2018-10-08 11:34:28 +0100205
saoste012df12b32018-11-28 16:57:20 +0000206 bool IsMaximumSupported(const TensorInfo& input0,
207 const TensorInfo& input1,
208 const TensorInfo& output,
209 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
210
arovir011c7c81b2018-10-08 11:34:28 +0100211 bool IsMeanSupported(const TensorInfo& input,
212 const TensorInfo& output,
213 const MeanDescriptor& descriptor,
214 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
215
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000216 bool IsMemCopySupported(const TensorInfo& input,
217 const TensorInfo& output,
218 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
219
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000220 bool IsMinimumSupported(const TensorInfo& input0,
221 const TensorInfo& input1,
222 const TensorInfo& output,
223 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
224
arovir011c7c81b2018-10-08 11:34:28 +0100225 bool IsMultiplicationSupported(const TensorInfo& input0,
226 const TensorInfo& input1,
227 const TensorInfo& output,
228 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
229
230 bool IsNormalizationSupported(const TensorInfo& input,
231 const TensorInfo& output,
232 const NormalizationDescriptor& descriptor,
233 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
234
235 bool IsOutputSupported(const TensorInfo& output,
236 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
237
238 bool IsPadSupported(const TensorInfo& input,
239 const TensorInfo& output,
240 const PadDescriptor& descriptor,
241 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
242
243 bool IsPermuteSupported(const TensorInfo& input,
244 const TensorInfo& output,
245 const PermuteDescriptor& descriptor,
246 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
247
248 bool IsPooling2dSupported(const TensorInfo& input,
249 const TensorInfo& output,
250 const Pooling2dDescriptor& descriptor,
251 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
252
Tamás Nyíri7b885b32021-10-26 14:47:57 +0100253 bool IsPooling3dSupported(const TensorInfo& input,
254 const TensorInfo& output,
255 const Pooling3dDescriptor& descriptor,
256 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
257
Derek Lamberti5f400d62019-03-25 15:41:58 +0000258 bool IsQuantizeSupported(const TensorInfo& input,
259 const TensorInfo& output,
260 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
261
James Conroy4f1f8992020-04-29 20:01:10 +0100262 bool IsQLstmSupported(const TensorInfo& input,
263 const TensorInfo& previousOutputIn,
264 const TensorInfo& previousCellStateIn,
265 const TensorInfo& outputStateOut,
266 const TensorInfo& cellStateOut,
267 const TensorInfo& output,
268 const QLstmDescriptor& descriptor,
269 const LstmInputParamsInfo& paramsInfo,
270 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
271
Finn Williams2605b232020-06-10 15:53:46 +0100272 bool IsRankSupported(const TensorInfo& input,
273 const TensorInfo& output,
274 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
275
Sadik Armagan0c3ea5b2021-02-03 09:29:30 +0000276 bool IsReduceSupported(const TensorInfo& input,
277 const TensorInfo& output,
278 const ReduceDescriptor& descriptor,
279 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
280
arovir011c7c81b2018-10-08 11:34:28 +0100281 bool IsReshapeSupported(const TensorInfo& input,
Kevin Maya023c402019-12-12 17:28:05 +0000282 const TensorInfo& output,
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000283 const ReshapeDescriptor& descriptor,
arovir011c7c81b2018-10-08 11:34:28 +0100284 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
285
Teresa Charlin970f43b2019-07-01 13:51:07 +0100286 bool IsResizeSupported(const TensorInfo& input,
287 const TensorInfo& output,
288 const ResizeDescriptor& descriptor,
289 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Keith Davis3ae3f972021-05-21 16:33:48 +0100290
Keith Davis3ae3f972021-05-21 16:33:48 +0100291 bool IsShapeSupported(const TensorInfo& input,
292 const TensorInfo& output,
293 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
294
Aron Virginas-Tar92b9f872019-09-17 17:27:04 +0100295 bool IsSliceSupported(const TensorInfo& input,
296 const TensorInfo& output,
297 const SliceDescriptor& descriptor,
298 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
299
arovir011c7c81b2018-10-08 11:34:28 +0100300 bool IsSoftmaxSupported(const TensorInfo& input,
301 const TensorInfo& output,
302 const SoftmaxDescriptor& descriptor,
303 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
304
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +0000305 bool IsSpaceToBatchNdSupported(const TensorInfo& input,
306 const TensorInfo& output,
307 const SpaceToBatchNdDescriptor& descriptor,
308 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
309
Keith Davisa57eccb2019-06-14 17:33:22 +0100310 bool IsSpaceToDepthSupported(const TensorInfo& input,
311 const TensorInfo& output,
312 const SpaceToDepthDescriptor& descriptor,
313 Optional<std::string&> reasonIfUnsupported = EmptyOptional())
314 const override;
315
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100316 bool IsSplitterSupported(const TensorInfo& input,
317 const std::vector<std::reference_wrapper<TensorInfo>>& outputs,
318 const ViewsDescriptor& descriptor,
319 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
320
Matthew Jackson81e601c2019-07-11 12:07:09 +0100321 bool IsStackSupported(const std::vector<const TensorInfo*>& inputs,
322 const TensorInfo& output,
323 const StackDescriptor& descriptor,
324 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
325
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +0000326 bool IsStridedSliceSupported(const TensorInfo& input,
327 const TensorInfo& output,
328 const StridedSliceDescriptor& descriptor,
329 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
330
arovir011c7c81b2018-10-08 11:34:28 +0100331 bool IsSubtractionSupported(const TensorInfo& input0,
332 const TensorInfo& input1,
333 const TensorInfo& output,
334 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Matteo Martincighab9e5252019-06-13 17:27:46 +0100335
336 bool IsPreluSupported(const TensorInfo& input,
337 const TensorInfo& alpha,
338 const TensorInfo& output,
339 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Aron Virginas-Tar98180ef2019-06-26 15:02:47 +0100340
341 bool IsTransposeConvolution2dSupported(
342 const TensorInfo& input,
343 const TensorInfo& output,
344 const TransposeConvolution2dDescriptor& descriptor,
345 const TensorInfo& weights,
346 const Optional<TensorInfo>& biases,
347 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Mike Kellyc9ea45a2020-02-28 18:11:58 +0000348
349 bool IsTransposeSupported(const TensorInfo& input,
350 const TensorInfo& output,
351 const TransposeDescriptor& descriptor,
352 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Narumol Prangnawarate5339e72021-07-28 17:33:28 +0100353
354 bool IsUnidirectionalSequenceLstmSupported(
355 const TensorInfo& input,
356 const TensorInfo& outputStateIn,
357 const TensorInfo& cellStateIn,
358 const TensorInfo& output,
359 const Optional<TensorInfo>& hiddenStateOutput,
360 const Optional<TensorInfo>& cellStateOutput,
361 const UnidirectionalSequenceLstmDescriptor& descriptor,
362 const LstmInputParamsInfo& paramsInfo,
363 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
arovir014424b0a2018-10-04 10:46:04 +0100364};
365
Aron Virginas-Tarb5acbb72018-10-15 11:11:51 +0100366} // namespace armnn