blob: 063983357eb033fac601de00dcb1e93ec70bc271 [file] [log] [blame]
Matteo Martincigh992d6dc2019-01-10 17:34:20 +00001//
2// Copyright © 2017 Arm Ltd. All rights reserved.
3// SPDX-License-Identifier: MIT
4//
5
6#pragma once
7
8#include <armnn/ILayerSupport.hpp>
9
10namespace armnn
11{
12
13class LayerSupportBase : public ILayerSupport
14{
15public:
josh minor4a3c6102020-01-06 16:40:46 -060016 ARMNN_DEPRECATED_MSG("Use IsElementwiseUnarySupported instead")
Kevin May868eb142019-09-04 17:29:31 +010017 bool IsAbsSupported(const TensorInfo& input,
18 const TensorInfo& output,
19 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
20
Matteo Martincigh992d6dc2019-01-10 17:34:20 +000021 bool IsActivationSupported(const TensorInfo& input,
22 const TensorInfo& output,
23 const ActivationDescriptor& descriptor,
24 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
25
26 bool IsAdditionSupported(const TensorInfo& input0,
27 const TensorInfo& input1,
28 const TensorInfo& output,
29 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
30
Nikhil Rajee391d52019-09-05 17:50:44 +010031 bool IsArgMinMaxSupported(const TensorInfo& input,
32 const TensorInfo& output,
33 const ArgMinMaxDescriptor& descriptor,
34 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
35
Matteo Martincigh992d6dc2019-01-10 17:34:20 +000036 bool IsBatchNormalizationSupported(const TensorInfo& input,
37 const TensorInfo& output,
38 const TensorInfo& mean,
39 const TensorInfo& var,
40 const TensorInfo& beta,
41 const TensorInfo& gamma,
42 const BatchNormalizationDescriptor& descriptor,
43 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
44
45 bool IsBatchToSpaceNdSupported(const TensorInfo& input,
46 const TensorInfo& output,
47 const BatchToSpaceNdDescriptor& descriptor,
48 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
49
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +010050 bool IsComparisonSupported(const TensorInfo& input0,
51 const TensorInfo& input1,
52 const TensorInfo& output,
53 const ComparisonDescriptor& descriptor,
54 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
55
Jim Flynn906f9462019-05-10 13:55:21 +010056 bool IsConcatSupported(const std::vector<const TensorInfo*> inputs,
57 const TensorInfo& output,
58 const OriginsDescriptor& descriptor,
59 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
60
Matteo Martincigh992d6dc2019-01-10 17:34:20 +000061 bool IsConstantSupported(const TensorInfo& output,
62 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
63
Narumol Prangnawarat7ddbbae2020-03-13 10:26:05 +000064 bool IsConvertBf16ToFp32Supported(const TensorInfo& input,
65 const TensorInfo& output,
66 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
67
Matteo Martincigh992d6dc2019-01-10 17:34:20 +000068 bool IsConvertFp16ToFp32Supported(const TensorInfo& input,
69 const TensorInfo& output,
70 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
71
Narumol Prangnawaratea54a012020-03-16 16:36:10 +000072 bool IsConvertFp32ToBf16Supported(const TensorInfo& input,
73 const TensorInfo& output,
74 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
75
Matteo Martincigh3d6898c2019-01-15 16:11:44 +000076 bool IsConvertFp32ToFp16Supported(
77 const TensorInfo& input,
78 const TensorInfo& output,
79 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Matteo Martincigh992d6dc2019-01-10 17:34:20 +000080
81 bool IsConvolution2dSupported(const TensorInfo& input,
82 const TensorInfo& output,
83 const Convolution2dDescriptor& descriptor,
84 const TensorInfo& weights,
85 const Optional<TensorInfo>& biases,
86 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
87
88 bool IsDebugSupported(const TensorInfo& input,
89 const TensorInfo& output,
Matteo Martincigh992d6dc2019-01-10 17:34:20 +000090 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
91
Aron Virginas-Tardd6247f2019-09-19 14:31:17 +010092 bool IsDepthToSpaceSupported(const TensorInfo& input,
93 const TensorInfo& output,
94 const DepthToSpaceDescriptor& descriptor,
95 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
96
Matteo Martincigh992d6dc2019-01-10 17:34:20 +000097 bool IsDepthwiseConvolutionSupported(const TensorInfo& input,
98 const TensorInfo& output,
99 const DepthwiseConvolution2dDescriptor& descriptor,
100 const TensorInfo& weights,
101 const Optional<TensorInfo>& biases,
102 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
103
Nattapat Chaimanowonge4294fd2019-03-28 09:56:53 +0000104 bool IsDequantizeSupported(const TensorInfo& input,
105 const TensorInfo& output,
106 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
107
Derek Lamberti6a5e5e82019-12-05 14:41:20 +0000108 bool IsDetectionPostProcessSupported(const TensorInfo& boxEncodings,
109 const TensorInfo& scores,
110 const TensorInfo& anchors,
111 const TensorInfo& detectionBoxes,
112 const TensorInfo& detectionClasses,
113 const TensorInfo& detectionScores,
114 const TensorInfo& numDetections,
Narumol Prangnawarat94dd5d82019-01-23 18:06:26 +0000115 const DetectionPostProcessDescriptor& descriptor,
116 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
117
Matteo Martincigheac246d2019-05-14 09:11:03 +0100118 bool IsDilatedDepthwiseConvolutionSupported(const TensorInfo& input,
119 const TensorInfo& output,
120 const DepthwiseConvolution2dDescriptor& descriptor,
121 const TensorInfo& weights,
122 const Optional<TensorInfo>& biases,
123 Optional<std::string&> reasonIfUnsupported =
124 EmptyOptional()) const override;
125
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000126 bool IsDivisionSupported(const TensorInfo& input0,
127 const TensorInfo& input1,
128 const TensorInfo& output,
129 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
130
josh minor4a3c6102020-01-06 16:40:46 -0600131 bool IsElementwiseUnarySupported(const TensorInfo& input,
132 const TensorInfo& output,
133 const ElementwiseUnaryDescriptor& descriptor,
134 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
135
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +0100136 ARMNN_DEPRECATED_MSG("Use IsComparisonSupported instead")
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000137 bool IsEqualSupported(const TensorInfo& input0,
138 const TensorInfo& input1,
139 const TensorInfo& output,
140 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
141
142 bool IsFakeQuantizationSupported(const TensorInfo& input,
143 const FakeQuantizationDescriptor& descriptor,
144 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
145
146 bool IsFloorSupported(const TensorInfo& input,
147 const TensorInfo& output,
148 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
149
150 bool IsFullyConnectedSupported(const TensorInfo& input,
151 const TensorInfo& output,
152 const TensorInfo& weights,
153 const TensorInfo& biases,
154 const FullyConnectedDescriptor& descriptor,
155 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
156
narpra01b89b05f2019-01-16 09:53:09 +0000157 bool IsGatherSupported(const TensorInfo& input0,
158 const TensorInfo& input1,
159 const TensorInfo& output,
160 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
161
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +0100162 ARMNN_DEPRECATED_MSG("Use IsComparisonSupported instead")
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000163 bool IsGreaterSupported(const TensorInfo& input0,
164 const TensorInfo& input1,
165 const TensorInfo& output,
166 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
167
168 bool IsInputSupported(const TensorInfo& input,
169 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
170
Kevin Mayce5045a2019-10-02 14:07:47 +0100171 bool IsInstanceNormalizationSupported(
172 const TensorInfo& input,
173 const TensorInfo& output,
174 const InstanceNormalizationDescriptor& descriptor,
175 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
176
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000177 bool IsL2NormalizationSupported(const TensorInfo& input,
178 const TensorInfo& output,
179 const L2NormalizationDescriptor& descriptor,
180 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
181
Aron Virginas-Tarf982dea2019-10-11 14:07:53 +0100182 bool IsLogSoftmaxSupported(const TensorInfo& input,
183 const TensorInfo& output,
184 const LogSoftmaxDescriptor& descriptor,
185 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
186
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000187 bool IsLstmSupported(const TensorInfo& input,
188 const TensorInfo& outputStateIn,
189 const TensorInfo& cellStateIn,
190 const TensorInfo& scratchBuffer,
191 const TensorInfo& outputStateOut,
192 const TensorInfo& cellStateOut,
193 const TensorInfo& output,
194 const LstmDescriptor& descriptor,
Jan Eilersd01a83c2019-07-03 18:20:40 +0100195 const LstmInputParamsInfo& paramsInfo,
196 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000197
198 bool IsMaximumSupported(const TensorInfo& input0,
199 const TensorInfo& input1,
200 const TensorInfo& output,
201 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
202
203 bool IsMeanSupported(const TensorInfo& input,
204 const TensorInfo& output,
205 const MeanDescriptor& descriptor,
206 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
207
208 bool IsMemCopySupported(const TensorInfo& input,
209 const TensorInfo& output,
210 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
211
Derek Lambertif674aa02019-08-01 15:56:25 +0100212 bool IsMemImportSupported(const TensorInfo& input,
213 const TensorInfo& output,
214 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
215
Nattapat Chaimanowong1f886302019-04-05 13:37:19 +0100216 bool IsMergeSupported(const TensorInfo& input0,
217 const TensorInfo& input1,
218 const TensorInfo& output,
219 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
220
Jim Flynn906f9462019-05-10 13:55:21 +0100221 ARMNN_DEPRECATED_MSG("Use IsConcatSupported instead")
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000222 bool IsMergerSupported(const std::vector<const TensorInfo*> inputs,
223 const TensorInfo& output,
224 const OriginsDescriptor& descriptor,
225 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
226
227 bool IsMinimumSupported(const TensorInfo& input0,
228 const TensorInfo& input1,
229 const TensorInfo& output,
230 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
231
232 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
Matteo Martincigh49124022019-01-11 13:25:59 +0000260 bool IsPreCompiledSupported(const TensorInfo& input,
261 const PreCompiledDescriptor& descriptor,
262 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
263
Matteo Martincigh0e406ee2019-06-12 15:42:18 +0100264 bool IsPreluSupported(const TensorInfo& input,
265 const TensorInfo& alpha,
266 const TensorInfo& output,
267 Optional<std::string &> reasonIfUnsupported) const override;
268
Derek Lambertia9cca6a2019-03-25 15:41:58 +0000269 bool IsQuantizeSupported(const TensorInfo& input,
270 const TensorInfo& output,
271 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
272
James Conroyee18dc82019-07-17 11:27:46 +0100273 bool IsQuantizedLstmSupported(const TensorInfo& input,
274 const TensorInfo& previousCellStateIn,
275 const TensorInfo& previousOutputIn,
276 const TensorInfo& cellStateOut,
277 const TensorInfo& output,
278 const QuantizedLstmInputParamsInfo& paramsInfo,
279 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
280
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000281 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,
284 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
285
Teresa Charlina9075df2019-06-27 15:41:57 +0100286 bool IsResizeSupported(const TensorInfo& input,
287 const TensorInfo& output,
288 const ResizeDescriptor& descriptor,
289 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
290
Aron Virginas-Tar169d2f12019-07-01 19:01:44 +0100291 ARMNN_DEPRECATED_MSG("Use IsResizeSupported instead")
292 bool IsResizeBilinearSupported(const TensorInfo& input,
293 const TensorInfo& output,
294 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
295
josh minor4a3c6102020-01-06 16:40:46 -0600296 ARMNN_DEPRECATED_MSG("Use IsElementwiseUnarySupported instead")
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000297 bool IsRsqrtSupported(const TensorInfo& input,
298 const TensorInfo& output,
299 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
300
Aron Virginas-Tar636ab402019-09-16 14:27:45 +0100301 bool IsSliceSupported(const TensorInfo& input,
302 const TensorInfo& output,
303 const SliceDescriptor& descriptor,
304 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
305
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000306 bool IsSoftmaxSupported(const TensorInfo& input,
307 const TensorInfo& output,
308 const SoftmaxDescriptor& descriptor,
309 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
310
311 bool IsSpaceToBatchNdSupported(const TensorInfo& input,
312 const TensorInfo& output,
313 const SpaceToBatchNdDescriptor& descriptor,
314 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
315
Aron Virginas-Tar972af152019-06-11 14:14:03 +0100316 bool IsSpaceToDepthSupported(const TensorInfo& input,
317 const TensorInfo& output,
318 const SpaceToDepthDescriptor& descriptor,
319 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
320
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100321 ARMNN_DEPRECATED_MSG("Use IsSplitterSupported with outputs instead")
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000322 bool IsSplitterSupported(const TensorInfo& input,
323 const ViewsDescriptor& descriptor,
324 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
325
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100326 bool IsSplitterSupported(const TensorInfo& input,
327 const std::vector<std::reference_wrapper<TensorInfo>>& outputs,
328 const ViewsDescriptor& descriptor,
329 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
330
Matthew Jackson81e601c2019-07-11 12:07:09 +0100331 bool IsStackSupported(const std::vector<const TensorInfo*>& inputs,
Matthew Jackson2b8c1da2019-07-04 14:59:16 +0100332 const TensorInfo& output,
333 const StackDescriptor& descriptor,
334 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
335
Derek Lamberti013c3902019-10-21 10:46:16 +0100336 bool IsStandInSupported(const std::vector<const TensorInfo*>& inputs,
337 const std::vector<const TensorInfo*>& outputs,
338 const StandInDescriptor& descriptor,
339 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
340
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000341 bool IsStridedSliceSupported(const TensorInfo& input,
342 const TensorInfo& output,
343 const StridedSliceDescriptor& descriptor,
344 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
345
346 bool IsSubtractionSupported(const TensorInfo& input0,
347 const TensorInfo& input1,
348 const TensorInfo& output,
349 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Sadik Armaganeff363d2019-04-05 15:25:46 +0100350
351 bool IsSwitchSupported(const TensorInfo& input0,
352 const TensorInfo& input1,
353 const TensorInfo& output0,
354 const TensorInfo& output1,
355 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Aron Virginas-Tar639fb042019-06-20 14:28:19 +0100356
357 bool IsTransposeConvolution2dSupported(
358 const TensorInfo& input,
359 const TensorInfo& output,
360 const TransposeConvolution2dDescriptor& descriptor,
361 const TensorInfo& weights,
362 const Optional<TensorInfo>& biases,
363 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Mike Kellyc9ea45a2020-02-28 18:11:58 +0000364
365 bool IsTransposeSupported(const TensorInfo& input,
366 const TensorInfo& output,
367 const TransposeDescriptor& descriptor,
368 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
369
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000370};
371
372} // namespace armnn