blob: b75b778f7aba351a1c8adb84310aff80f90e8d79 [file] [log] [blame]
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:
josh minor4a3c6102020-01-06 16:40:46 -060015 ARMNN_DEPRECATED_MSG("Use IsElementwiseUnarySupported instead")
Sadik Armagan9199e582019-09-05 17:35:31 +010016 bool IsAbsSupported(const TensorInfo& input,
17 const TensorInfo& output,
18 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
19
arovir011c7c81b2018-10-08 11:34:28 +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
Nikhil Raj68c2c902019-09-19 11:21:11 +010030 bool IsArgMinMaxSupported(const TensorInfo& input,
31 const TensorInfo& output,
32 const ArgMinMaxDescriptor& descriptor,
33 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
34
arovir011c7c81b2018-10-08 11:34:28 +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
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +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
arovir011c7c81b2018-10-08 11:34:28 +010060 bool IsConstantSupported(const TensorInfo& output,
61 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
62
Narumol Prangnawarat7ddbbae2020-03-13 10:26:05 +000063 bool IsConvertBf16ToFp32Supported(const TensorInfo& input,
64 const TensorInfo& output,
65 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
66
arovir011c7c81b2018-10-08 11:34:28 +010067 bool IsConvertFp16ToFp32Supported(const TensorInfo& input,
68 const TensorInfo& output,
69 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
70
Narumol Prangnawaratea54a012020-03-16 16:36:10 +000071 bool IsConvertFp32ToBf16Supported(const TensorInfo& input,
72 const TensorInfo& output,
73 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
74
arovir011c7c81b2018-10-08 11:34:28 +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
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +000086 bool IsDebugSupported(const TensorInfo& input,
87 const TensorInfo& output,
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +000088 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
89
Aron Virginas-Tar73f66422019-09-23 19:11:59 +010090 bool IsDepthToSpaceSupported(const TensorInfo& input,
91 const TensorInfo& output,
92 const DepthToSpaceDescriptor& descriptor,
93 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
94
arovir011c7c81b2018-10-08 11:34:28 +010095 bool IsDepthwiseConvolutionSupported(const TensorInfo& input,
96 const TensorInfo& output,
97 const DepthwiseConvolution2dDescriptor& descriptor,
98 const TensorInfo& weights,
99 const Optional<TensorInfo>& biases,
100 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
101
Nattapat Chaimanowong8a54ac02019-03-29 15:25:04 +0000102 bool IsDequantizeSupported(const TensorInfo& input,
103 const TensorInfo& output,
104 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
105
Derek Lamberti6a5e5e82019-12-05 14:41:20 +0000106 bool IsDetectionPostProcessSupported(const TensorInfo& boxEncodings,
107 const TensorInfo& scores,
108 const TensorInfo& anchors,
109 const TensorInfo& detectionBoxes,
110 const TensorInfo& detectionClasses,
111 const TensorInfo& detectionScores,
112 const TensorInfo& numDetections,
Narumol Prangnawaratbc67cef2019-01-31 15:31:54 +0000113 const DetectionPostProcessDescriptor& descriptor,
114 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
115
Pablo Tellof0bd6832019-04-26 17:58:13 +0100116 bool IsDilatedDepthwiseConvolutionSupported(const TensorInfo& input,
117 const TensorInfo& output,
118 const DepthwiseConvolution2dDescriptor& descriptor,
119 const TensorInfo& weights,
120 const Optional<TensorInfo>& biases,
121 Optional<std::string&> reasonIfUnsupported =
122 EmptyOptional()) const override;
123
arovir011c7c81b2018-10-08 11:34:28 +0100124 bool IsDivisionSupported(const TensorInfo& input0,
125 const TensorInfo& input1,
126 const TensorInfo& output,
127 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
128
josh minor4a3c6102020-01-06 16:40:46 -0600129 bool IsElementwiseUnarySupported(const TensorInfo& input,
130 const TensorInfo& output,
131 const ElementwiseUnaryDescriptor& descriptor,
132 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
133
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +0100134 ARMNN_DEPRECATED_MSG("Use IsComparisonSupported instead")
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000135 bool IsEqualSupported(const TensorInfo& input0,
136 const TensorInfo& input1,
137 const TensorInfo& output,
138 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
139
arovir011c7c81b2018-10-08 11:34:28 +0100140 bool IsFakeQuantizationSupported(const TensorInfo& input,
141 const FakeQuantizationDescriptor& descriptor,
142 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
143
Ryan OSheaf4bfa6a2020-06-10 11:33:37 +0100144 bool IsFillSupported(const TensorInfo& input,
145 const TensorInfo& output,
146 const FillDescriptor& descriptor,
147 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
148
arovir011c7c81b2018-10-08 11:34:28 +0100149 bool IsFloorSupported(const TensorInfo& input,
150 const TensorInfo& output,
151 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
152
153 bool IsFullyConnectedSupported(const TensorInfo& input,
154 const TensorInfo& output,
155 const TensorInfo& weights,
156 const TensorInfo& biases,
157 const FullyConnectedDescriptor& descriptor,
158 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
159
narpra014951d842019-01-18 16:53:53 +0000160 bool IsGatherSupported(const TensorInfo& input0,
161 const TensorInfo& input1,
162 const TensorInfo& output,
Teresa Charlin52664732020-06-29 16:27:03 +0100163 const GatherDescriptor& descriptor,
narpra014951d842019-01-18 16:53:53 +0000164 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
165
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +0100166 ARMNN_DEPRECATED_MSG("Use IsComparisonSupported instead")
FrancisMurtagh878f0232018-12-19 10:56:15 +0000167 bool IsGreaterSupported(const TensorInfo& input0,
168 const TensorInfo& input1,
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000169 const TensorInfo& output,
FrancisMurtagh878f0232018-12-19 10:56:15 +0000170 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
171
arovir011c7c81b2018-10-08 11:34:28 +0100172 bool IsInputSupported(const TensorInfo& input,
173 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
174
Kevin May09ca49c2019-10-09 12:37:34 +0100175 bool IsInstanceNormalizationSupported(const TensorInfo& input,
176 const TensorInfo& output,
177 const InstanceNormalizationDescriptor& descriptor,
178 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
179
arovir011c7c81b2018-10-08 11:34:28 +0100180 bool IsL2NormalizationSupported(const TensorInfo& input,
181 const TensorInfo& output,
182 const L2NormalizationDescriptor& descriptor,
183 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
184
James Conroyaba90cd2020-11-06 16:28:18 +0000185 bool IsLogicalBinarySupported(const TensorInfo& input0,
186 const TensorInfo& input1,
187 const TensorInfo& output,
188 const LogicalBinaryDescriptor& descriptor,
189 Optional<std::string&> reasonIfUnsupported) const override;
190
Aron Virginas-Tare662a942019-10-14 15:12:00 +0100191 bool IsLogSoftmaxSupported(const TensorInfo& input,
192 const TensorInfo& output,
193 const LogSoftmaxDescriptor& descriptor,
194 Optional<std::string&> reasonIfUnsupported) const override;
195
arovir011c7c81b2018-10-08 11:34:28 +0100196 bool IsLstmSupported(const TensorInfo& input,
197 const TensorInfo& outputStateIn,
198 const TensorInfo& cellStateIn,
199 const TensorInfo& scratchBuffer,
200 const TensorInfo& outputStateOut,
201 const TensorInfo& cellStateOut,
202 const TensorInfo& output,
203 const LstmDescriptor& descriptor,
Jan Eilersd01a83c2019-07-03 18:20:40 +0100204 const LstmInputParamsInfo& paramsInfo,
205 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
arovir011c7c81b2018-10-08 11:34:28 +0100206
saoste012df12b32018-11-28 16:57:20 +0000207 bool IsMaximumSupported(const TensorInfo& input0,
208 const TensorInfo& input1,
209 const TensorInfo& output,
210 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
211
arovir011c7c81b2018-10-08 11:34:28 +0100212 bool IsMeanSupported(const TensorInfo& input,
213 const TensorInfo& output,
214 const MeanDescriptor& descriptor,
215 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
216
Jim Flynn906f9462019-05-10 13:55:21 +0100217 ARMNN_DEPRECATED_MSG("Use IsConcatSupported instead")
arovir011c7c81b2018-10-08 11:34:28 +0100218 bool IsMergerSupported(const std::vector<const TensorInfo*> inputs,
Nikhil Raj8599a412018-11-19 14:51:07 +0000219 const TensorInfo& output,
Jim Flynne242f2d2019-05-22 14:24:13 +0100220 const MergerDescriptor& descriptor,
arovir011c7c81b2018-10-08 11:34:28 +0100221 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
222
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000223 bool IsMemCopySupported(const TensorInfo& input,
224 const TensorInfo& output,
225 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
226
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000227 bool IsMinimumSupported(const TensorInfo& input0,
228 const TensorInfo& input1,
229 const TensorInfo& output,
230 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
231
arovir011c7c81b2018-10-08 11:34:28 +0100232 bool IsMultiplicationSupported(const TensorInfo& input0,
233 const TensorInfo& input1,
234 const TensorInfo& output,
235 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
236
237 bool IsNormalizationSupported(const TensorInfo& input,
238 const TensorInfo& output,
239 const NormalizationDescriptor& descriptor,
240 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
241
242 bool IsOutputSupported(const TensorInfo& output,
243 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
244
245 bool IsPadSupported(const TensorInfo& input,
246 const TensorInfo& output,
247 const PadDescriptor& descriptor,
248 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
249
250 bool IsPermuteSupported(const TensorInfo& input,
251 const TensorInfo& output,
252 const PermuteDescriptor& descriptor,
253 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
254
255 bool IsPooling2dSupported(const TensorInfo& input,
256 const TensorInfo& output,
257 const Pooling2dDescriptor& descriptor,
258 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
259
Derek Lamberti5f400d62019-03-25 15:41:58 +0000260 bool IsQuantizeSupported(const TensorInfo& input,
261 const TensorInfo& output,
262 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
263
James Conroy4f1f8992020-04-29 20:01:10 +0100264 bool IsQLstmSupported(const TensorInfo& input,
265 const TensorInfo& previousOutputIn,
266 const TensorInfo& previousCellStateIn,
267 const TensorInfo& outputStateOut,
268 const TensorInfo& cellStateOut,
269 const TensorInfo& output,
270 const QLstmDescriptor& descriptor,
271 const LstmInputParamsInfo& paramsInfo,
272 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
273
Finn Williams2605b232020-06-10 15:53:46 +0100274 bool IsRankSupported(const TensorInfo& input,
275 const TensorInfo& output,
276 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
277
Sadik Armagan0c3ea5b2021-02-03 09:29:30 +0000278 bool IsReduceSupported(const TensorInfo& input,
279 const TensorInfo& output,
280 const ReduceDescriptor& descriptor,
281 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
282
arovir011c7c81b2018-10-08 11:34:28 +0100283 bool IsReshapeSupported(const TensorInfo& input,
Kevin Maya023c402019-12-12 17:28:05 +0000284 const TensorInfo& output,
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000285 const ReshapeDescriptor& descriptor,
arovir011c7c81b2018-10-08 11:34:28 +0100286 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
287
288 bool IsResizeBilinearSupported(const TensorInfo& input,
Sadik Armaganc625f002018-12-17 11:32:16 +0000289 const TensorInfo& output,
arovir011c7c81b2018-10-08 11:34:28 +0100290 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
291
Teresa Charlin970f43b2019-07-01 13:51:07 +0100292 bool IsResizeSupported(const TensorInfo& input,
293 const TensorInfo& output,
294 const ResizeDescriptor& descriptor,
295 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
josh minor4a3c6102020-01-06 16:40:46 -0600296
297 ARMNN_DEPRECATED_MSG("Use IsElementwiseUnarySupported instead")
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +0000298 bool IsRsqrtSupported(const TensorInfo& input,
299 const TensorInfo& output,
300 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
301
Aron Virginas-Tar92b9f872019-09-17 17:27:04 +0100302 bool IsSliceSupported(const TensorInfo& input,
303 const TensorInfo& output,
304 const SliceDescriptor& descriptor,
305 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
306
arovir011c7c81b2018-10-08 11:34:28 +0100307 bool IsSoftmaxSupported(const TensorInfo& input,
308 const TensorInfo& output,
309 const SoftmaxDescriptor& descriptor,
310 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
311
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +0000312 bool IsSpaceToBatchNdSupported(const TensorInfo& input,
313 const TensorInfo& output,
314 const SpaceToBatchNdDescriptor& descriptor,
315 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
316
Keith Davisa57eccb2019-06-14 17:33:22 +0100317 bool IsSpaceToDepthSupported(const TensorInfo& input,
318 const TensorInfo& output,
319 const SpaceToDepthDescriptor& descriptor,
320 Optional<std::string&> reasonIfUnsupported = EmptyOptional())
321 const override;
322
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100323 ARMNN_DEPRECATED_MSG("Use IsSplitterSupported with outputs instead")
arovir011c7c81b2018-10-08 11:34:28 +0100324 bool IsSplitterSupported(const TensorInfo& input,
325 const ViewsDescriptor& descriptor,
326 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
327
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100328 bool IsSplitterSupported(const TensorInfo& input,
329 const std::vector<std::reference_wrapper<TensorInfo>>& outputs,
330 const ViewsDescriptor& descriptor,
331 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
332
Matthew Jackson81e601c2019-07-11 12:07:09 +0100333 bool IsStackSupported(const std::vector<const TensorInfo*>& inputs,
334 const TensorInfo& output,
335 const StackDescriptor& descriptor,
336 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
337
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +0000338 bool IsStridedSliceSupported(const TensorInfo& input,
339 const TensorInfo& output,
340 const StridedSliceDescriptor& descriptor,
341 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
342
arovir011c7c81b2018-10-08 11:34:28 +0100343 bool IsSubtractionSupported(const TensorInfo& input0,
344 const TensorInfo& input1,
345 const TensorInfo& output,
346 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Matteo Martincighab9e5252019-06-13 17:27:46 +0100347
348 bool IsPreluSupported(const TensorInfo& input,
349 const TensorInfo& alpha,
350 const TensorInfo& output,
351 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Aron Virginas-Tar98180ef2019-06-26 15:02:47 +0100352
353 bool IsTransposeConvolution2dSupported(
354 const TensorInfo& input,
355 const TensorInfo& output,
356 const TransposeConvolution2dDescriptor& descriptor,
357 const TensorInfo& weights,
358 const Optional<TensorInfo>& biases,
359 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Mike Kellyc9ea45a2020-02-28 18:11:58 +0000360
361 bool IsTransposeSupported(const TensorInfo& input,
362 const TensorInfo& output,
363 const TransposeDescriptor& descriptor,
364 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
arovir014424b0a2018-10-04 10:46:04 +0100365};
366
Aron Virginas-Tarb5acbb72018-10-15 11:11:51 +0100367} // namespace armnn