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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>
telsoa014fcda012018-03-09 14:13:49 +00008
9namespace armnn
10{
arovir014424b0a2018-10-04 10:46:04 +010011
Matteo Martincigh992d6dc2019-01-10 17:34:20 +000012class ClLayerSupport : public LayerSupportBase
arovir014424b0a2018-10-04 10:46:04 +010013{
arovir017c22c702018-10-09 11:16:46 +010014public:
josh minor4a3c6102020-01-06 16:40:46 -060015 ARMNN_DEPRECATED_MSG("Use IsElementwiseUnarySupported instead")
Aron Virginas-Tar82046942019-09-09 15:18:29 +010016 bool IsAbsSupported(const TensorInfo& input,
17 const TensorInfo& output,
18 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
19
arovir017c22c702018-10-09 11:16:46 +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 Conroy2dc05722019-09-19 17:00:31 +010030 bool IsArgMinMaxSupported(const TensorInfo& input,
31 const TensorInfo& output,
32 const ArgMinMaxDescriptor& descriptor,
33 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
34
arovir017c22c702018-10-09 11:16:46 +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 Kelly831faed2018-11-28 11:52:08 +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& ouput,
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
arovir017c22c702018-10-09 11:16:46 +010060 bool IsConstantSupported(const TensorInfo& output,
61 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
62
63 bool IsConvertFp16ToFp32Supported(const TensorInfo& input,
64 const TensorInfo& output,
65 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
66
67 bool IsConvertFp32ToFp16Supported(const TensorInfo& input,
68 const TensorInfo& output,
69 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
70
71 bool IsConvolution2dSupported(const TensorInfo& input,
72 const TensorInfo& output,
73 const Convolution2dDescriptor& descriptor,
74 const TensorInfo& weights,
75 const Optional<TensorInfo>& biases,
76 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
77
Jim Flynn983daec2019-05-29 16:20:16 +010078 bool IsDequantizeSupported(const TensorInfo& input,
79 const TensorInfo& output,
80 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
81
Aron Virginas-Tarb2801962019-09-30 11:24:53 +010082 bool IsDepthToSpaceSupported(const TensorInfo& input,
83 const TensorInfo& output,
84 const DepthToSpaceDescriptor& descriptor,
85 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
86
arovir017c22c702018-10-09 11:16:46 +010087 bool IsDepthwiseConvolutionSupported(const TensorInfo& input,
88 const TensorInfo& output,
89 const DepthwiseConvolution2dDescriptor& descriptor,
90 const TensorInfo& weights,
91 const Optional<TensorInfo>& biases,
92 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
93
Pablo Tellof0bd6832019-04-26 17:58:13 +010094 bool IsDilatedDepthwiseConvolutionSupported(const TensorInfo& input,
95 const TensorInfo& output,
96 const DepthwiseConvolution2dDescriptor& descriptor,
97 const TensorInfo& weights,
98 const Optional<TensorInfo>& biases,
99 Optional<std::string&> reason = EmptyOptional()) const override;
100
arovir017c22c702018-10-09 11:16:46 +0100101 bool IsDivisionSupported(const TensorInfo& input0,
102 const TensorInfo& input1,
103 const TensorInfo& output,
104 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
105
josh minor4a3c6102020-01-06 16:40:46 -0600106 bool IsElementwiseUnarySupported(const TensorInfo& input,
107 const TensorInfo& ouput,
108 const ElementwiseUnaryDescriptor& descriptor,
109 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
110
Sadik Armagan66aecb02020-06-24 11:42:20 +0100111 bool IsFillSupported(const TensorInfo& input,
112 const TensorInfo& output,
113 const FillDescriptor& descriptor,
114 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
115
arovir017c22c702018-10-09 11:16:46 +0100116 bool IsFloorSupported(const TensorInfo& input,
117 const TensorInfo& output,
118 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
119
120 bool IsFullyConnectedSupported(const TensorInfo& input,
121 const TensorInfo& output,
122 const TensorInfo& weights,
123 const TensorInfo& biases,
124 const FullyConnectedDescriptor& descriptor,
125 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
126
Teresa Charlin9ad2e5b2020-04-10 22:34:48 +0100127 bool IsGatherSupported(const TensorInfo& input0,
128 const TensorInfo& input1,
129 const TensorInfo& output,
Teresa Charlin52664732020-06-29 16:27:03 +0100130 const GatherDescriptor& descriptor,
Teresa Charlin9ad2e5b2020-04-10 22:34:48 +0100131 Optional<std::string&> reasonIfUnsupported) const override;
132
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +0100133 ARMNN_DEPRECATED_MSG("Use IsComparisonSupported instead")
Nattapat Chaimanowongc6a41ff2019-01-29 09:56:02 +0000134 bool IsGreaterSupported(const TensorInfo& input0,
135 const TensorInfo& input1,
136 const TensorInfo& ouput,
137 Optional<std::string&> reasonIfUnsupported) const override;
138
arovir017c22c702018-10-09 11:16:46 +0100139 bool IsInputSupported(const TensorInfo& input,
140 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
141
Aron Virginas-Tar8168f402019-10-04 13:10:16 +0100142 bool IsInstanceNormalizationSupported(const TensorInfo& input,
143 const TensorInfo& output,
144 const InstanceNormalizationDescriptor& descriptor,
145 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
146
arovir017c22c702018-10-09 11:16:46 +0100147 bool IsL2NormalizationSupported(const TensorInfo& input,
148 const TensorInfo& output,
149 const L2NormalizationDescriptor& descriptor,
150 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
151
152 bool IsLstmSupported(const TensorInfo& input,
153 const TensorInfo& outputStateIn,
154 const TensorInfo& cellStateIn,
155 const TensorInfo& scratchBuffer,
156 const TensorInfo& outputStateOut,
157 const TensorInfo& cellStateOut,
158 const TensorInfo& output,
159 const LstmDescriptor& descriptor,
Jan Eilersd01a83c2019-07-03 18:20:40 +0100160 const LstmInputParamsInfo& paramsInfo,
161 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
arovir017c22c702018-10-09 11:16:46 +0100162
keidav01a959ee52018-12-19 10:04:58 +0000163 bool IsMaximumSupported(const TensorInfo& input0,
164 const TensorInfo& input1,
165 const TensorInfo& output,
166 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
167
arovir017c22c702018-10-09 11:16:46 +0100168 bool IsMeanSupported(const TensorInfo& input,
169 const TensorInfo& output,
170 const MeanDescriptor& descriptor,
171 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
172
Jim Flynn906f9462019-05-10 13:55:21 +0100173 ARMNN_DEPRECATED_MSG("Use IsConcatSupported instead")
arovir017c22c702018-10-09 11:16:46 +0100174 bool IsMergerSupported(const std::vector<const TensorInfo*> inputs,
Nikhil Raj8599a412018-11-19 14:51:07 +0000175 const TensorInfo& output,
Jim Flynne242f2d2019-05-22 14:24:13 +0100176 const MergerDescriptor& descriptor,
arovir017c22c702018-10-09 11:16:46 +0100177 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
178
saoste019292aa32019-01-08 13:55:59 +0000179 bool IsMinimumSupported(const TensorInfo& input0,
180 const TensorInfo& input1,
181 const TensorInfo& output,
182 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
183
arovir017c22c702018-10-09 11:16:46 +0100184 bool IsMultiplicationSupported(const TensorInfo& input0,
185 const TensorInfo& input1,
186 const TensorInfo& output,
187 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
188
189 bool IsNormalizationSupported(const TensorInfo& input,
190 const TensorInfo& output,
191 const NormalizationDescriptor& descriptor,
192 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
193
194 bool IsOutputSupported(const TensorInfo& output,
195 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
196
197 bool IsPadSupported(const TensorInfo& input,
198 const TensorInfo& output,
199 const PadDescriptor& descriptor,
200 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
201
202 bool IsPermuteSupported(const TensorInfo& input,
203 const TensorInfo& output,
204 const PermuteDescriptor& descriptor,
205 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
206
207 bool IsPooling2dSupported(const TensorInfo& input,
208 const TensorInfo& output,
209 const Pooling2dDescriptor& descriptor,
210 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
211
Nikhil Raj91e4c6d2019-07-05 12:22:58 +0100212 bool IsPreluSupported(const TensorInfo& input,
213 const TensorInfo& alpha,
214 const TensorInfo& output,
215 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
216
Ryan OShea2323af42020-05-13 16:36:19 +0100217 bool IsQLstmSupported(const TensorInfo& input,
218 const TensorInfo& previousOutputIn,
219 const TensorInfo& previousCellStateIn,
220 const TensorInfo& outputStateOut,
221 const TensorInfo& cellStateOut,
222 const TensorInfo& output,
223 const QLstmDescriptor& descriptor,
224 const LstmInputParamsInfo& paramsInfo,
225 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
226
Ferran Balaguer737d9ff2019-08-01 09:58:08 +0100227 bool IsQuantizedLstmSupported(const TensorInfo& input,
228 const TensorInfo& previousCellStateIn,
229 const TensorInfo& previousOutputIn,
230 const TensorInfo& cellStateOut,
231 const TensorInfo& output,
232 const QuantizedLstmInputParamsInfo& paramsInfo,
233 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
234
Sadik Armagan20ec2492019-05-31 09:09:44 +0100235 bool IsQuantizeSupported(const TensorInfo& input,
236 const TensorInfo& output,
237 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
238
arovir017c22c702018-10-09 11:16:46 +0100239 bool IsReshapeSupported(const TensorInfo& input,
Kevin Maya023c402019-12-12 17:28:05 +0000240 const TensorInfo& output,
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000241 const ReshapeDescriptor& descriptor,
arovir017c22c702018-10-09 11:16:46 +0100242 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
243
Aron Virginas-Tar169d2f12019-07-01 19:01:44 +0100244 bool IsResizeSupported(const TensorInfo& input,
245 const TensorInfo& output,
246 const ResizeDescriptor& descriptor,
247 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
248
249 ARMNN_DEPRECATED_MSG("Use IsResizeSupported instead")
arovir017c22c702018-10-09 11:16:46 +0100250 bool IsResizeBilinearSupported(const TensorInfo& input,
Sadik Armaganc625f002018-12-17 11:32:16 +0000251 const TensorInfo& output,
arovir017c22c702018-10-09 11:16:46 +0100252 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
253
josh minor4a3c6102020-01-06 16:40:46 -0600254 ARMNN_DEPRECATED_MSG("Use IsElementwiseUnarySupported instead")
Aron Virginas-Tar1a763dd2019-09-10 12:32:08 +0100255 bool IsRsqrtSupported(const TensorInfo& input,
256 const TensorInfo& output,
257 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
258
Aron Virginas-Tar94c4fef2019-11-25 15:37:08 +0000259 bool IsSliceSupported(const TensorInfo& input,
260 const TensorInfo& output,
261 const SliceDescriptor& descriptor,
262 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
263
arovir017c22c702018-10-09 11:16:46 +0100264 bool IsSoftmaxSupported(const TensorInfo& input,
265 const TensorInfo& output,
266 const SoftmaxDescriptor& descriptor,
267 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
268
Sadik Armaganf4464322018-12-20 16:19:12 +0000269 bool IsSpaceToBatchNdSupported(const TensorInfo& input,
270 const TensorInfo& output,
271 const SpaceToBatchNdDescriptor& descriptor,
272 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
273
James Conroyd2aa85e2019-07-01 17:12:40 +0100274 bool IsSpaceToDepthSupported(const TensorInfo& input,
275 const TensorInfo& output,
276 const SpaceToDepthDescriptor& descriptor,
277 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
278
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100279 ARMNN_DEPRECATED_MSG("Use IsSplitterSupported with outputs instead")
arovir017c22c702018-10-09 11:16:46 +0100280 bool IsSplitterSupported(const TensorInfo& input,
281 const ViewsDescriptor& descriptor,
282 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
283
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100284 bool IsSplitterSupported(const TensorInfo& input,
285 const std::vector<std::reference_wrapper<TensorInfo>>& outputs,
286 const ViewsDescriptor& descriptor,
287 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
288
Matthew Jacksond5166102019-07-31 14:06:28 +0100289 bool IsStackSupported(const std::vector<const TensorInfo*>& inputs,
290 const TensorInfo& output,
291 const StackDescriptor& descriptor,
292 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
293
keidav01d74dc912018-12-10 18:16:07 +0000294 bool IsStridedSliceSupported(const TensorInfo& input,
295 const TensorInfo& output,
296 const StridedSliceDescriptor& descriptor,
297 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
298
arovir017c22c702018-10-09 11:16:46 +0100299 bool IsSubtractionSupported(const TensorInfo& input0,
300 const TensorInfo& input1,
301 const TensorInfo& output,
302 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100303
304 bool IsTransposeConvolution2dSupported(const TensorInfo& input,
305 const TensorInfo& output,
306 const TransposeConvolution2dDescriptor& descriptor,
307 const TensorInfo& weights,
308 const Optional<TensorInfo>& biases,
309 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Mike Kellyc9ea45a2020-02-28 18:11:58 +0000310
311 bool IsTransposeSupported(const TensorInfo& input,
312 const TensorInfo& output,
313 const TransposeDescriptor& descriptor,
314 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
315
arovir014424b0a2018-10-04 10:46:04 +0100316};
317
Aron Virginas-Tarbcf9f162018-10-15 11:47:37 +0100318} // namespace armnn