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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
Sadik Armagan045f6be2020-09-10 13:37:32 +01007#include <armnn/backends/IBackendInternal.hpp>
8
Matteo Martincigh992d6dc2019-01-10 17:34:20 +00009#include <backendsCommon/LayerSupportBase.hpp>
telsoa014fcda012018-03-09 14:13:49 +000010
11namespace armnn
12{
arovir014424b0a2018-10-04 10:46:04 +010013
Matteo Martincigh992d6dc2019-01-10 17:34:20 +000014class ClLayerSupport : public LayerSupportBase
arovir014424b0a2018-10-04 10:46:04 +010015{
arovir017c22c702018-10-09 11:16:46 +010016public:
Sadik Armagan045f6be2020-09-10 13:37:32 +010017 explicit ClLayerSupport(const IBackendInternal::IBackendSpecificModelContextPtr& modelContextPtr);
18 ClLayerSupport();
19 ~ClLayerSupport() {}
20
josh minor4a3c6102020-01-06 16:40:46 -060021 ARMNN_DEPRECATED_MSG("Use IsElementwiseUnarySupported instead")
Aron Virginas-Tar82046942019-09-09 15:18:29 +010022 bool IsAbsSupported(const TensorInfo& input,
23 const TensorInfo& output,
24 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
25
arovir017c22c702018-10-09 11:16:46 +010026 bool IsActivationSupported(const TensorInfo& input,
27 const TensorInfo& output,
28 const ActivationDescriptor& descriptor,
29 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
30
31 bool IsAdditionSupported(const TensorInfo& input0,
32 const TensorInfo& input1,
33 const TensorInfo& output,
34 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
35
James Conroy2dc05722019-09-19 17:00:31 +010036 bool IsArgMinMaxSupported(const TensorInfo& input,
37 const TensorInfo& output,
38 const ArgMinMaxDescriptor& descriptor,
39 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
40
arovir017c22c702018-10-09 11:16:46 +010041 bool IsBatchNormalizationSupported(const TensorInfo& input,
42 const TensorInfo& output,
43 const TensorInfo& mean,
44 const TensorInfo& var,
45 const TensorInfo& beta,
46 const TensorInfo& gamma,
47 const BatchNormalizationDescriptor& descriptor,
48 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
49
Mike Kelly831faed2018-11-28 11:52:08 +000050 bool IsBatchToSpaceNdSupported(const TensorInfo& input,
51 const TensorInfo& output,
52 const BatchToSpaceNdDescriptor& descriptor,
53 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
54
Sadik Armaganf40d6d42021-04-22 09:12:11 +010055 bool IsCastSupported(const TensorInfo& input,
56 const TensorInfo& output,
57 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
58
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +010059 bool IsComparisonSupported(const TensorInfo& input0,
60 const TensorInfo& input1,
61 const TensorInfo& ouput,
62 const ComparisonDescriptor& descriptor,
63 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
64
Jim Flynn906f9462019-05-10 13:55:21 +010065 bool IsConcatSupported(const std::vector<const TensorInfo*> inputs,
66 const TensorInfo& output,
Jim Flynne242f2d2019-05-22 14:24:13 +010067 const ConcatDescriptor& descriptor,
Jim Flynn906f9462019-05-10 13:55:21 +010068 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
69
arovir017c22c702018-10-09 11:16:46 +010070 bool IsConstantSupported(const TensorInfo& output,
71 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
72
73 bool IsConvertFp16ToFp32Supported(const TensorInfo& input,
74 const TensorInfo& output,
75 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
76
77 bool IsConvertFp32ToFp16Supported(const TensorInfo& input,
78 const TensorInfo& output,
79 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
80
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
Jim Flynn983daec2019-05-29 16:20:16 +010088 bool IsDequantizeSupported(const TensorInfo& input,
89 const TensorInfo& output,
90 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
91
Aron Virginas-Tarb2801962019-09-30 11:24:53 +010092 bool IsDepthToSpaceSupported(const TensorInfo& input,
93 const TensorInfo& output,
94 const DepthToSpaceDescriptor& descriptor,
95 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
96
arovir017c22c702018-10-09 11:16:46 +010097 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
Pablo Tellof0bd6832019-04-26 17:58:13 +0100104 bool IsDilatedDepthwiseConvolutionSupported(const TensorInfo& input,
105 const TensorInfo& output,
106 const DepthwiseConvolution2dDescriptor& descriptor,
107 const TensorInfo& weights,
108 const Optional<TensorInfo>& biases,
109 Optional<std::string&> reason = EmptyOptional()) const override;
110
arovir017c22c702018-10-09 11:16:46 +0100111 bool IsDivisionSupported(const TensorInfo& input0,
112 const TensorInfo& input1,
113 const TensorInfo& output,
114 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
115
josh minor4a3c6102020-01-06 16:40:46 -0600116 bool IsElementwiseUnarySupported(const TensorInfo& input,
117 const TensorInfo& ouput,
118 const ElementwiseUnaryDescriptor& descriptor,
119 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
120
Sadik Armagan66aecb02020-06-24 11:42:20 +0100121 bool IsFillSupported(const TensorInfo& input,
122 const TensorInfo& output,
123 const FillDescriptor& descriptor,
124 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
125
arovir017c22c702018-10-09 11:16:46 +0100126 bool IsFloorSupported(const TensorInfo& input,
127 const TensorInfo& output,
128 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
129
130 bool IsFullyConnectedSupported(const TensorInfo& input,
131 const TensorInfo& output,
132 const TensorInfo& weights,
133 const TensorInfo& biases,
134 const FullyConnectedDescriptor& descriptor,
135 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
136
Teresa Charlin9ad2e5b2020-04-10 22:34:48 +0100137 bool IsGatherSupported(const TensorInfo& input0,
138 const TensorInfo& input1,
139 const TensorInfo& output,
Teresa Charlin52664732020-06-29 16:27:03 +0100140 const GatherDescriptor& descriptor,
Teresa Charlin9ad2e5b2020-04-10 22:34:48 +0100141 Optional<std::string&> reasonIfUnsupported) const override;
142
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +0100143 ARMNN_DEPRECATED_MSG("Use IsComparisonSupported instead")
Nattapat Chaimanowongc6a41ff2019-01-29 09:56:02 +0000144 bool IsGreaterSupported(const TensorInfo& input0,
145 const TensorInfo& input1,
146 const TensorInfo& ouput,
147 Optional<std::string&> reasonIfUnsupported) const override;
148
arovir017c22c702018-10-09 11:16:46 +0100149 bool IsInputSupported(const TensorInfo& input,
150 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
151
Aron Virginas-Tar8168f402019-10-04 13:10:16 +0100152 bool IsInstanceNormalizationSupported(const TensorInfo& input,
153 const TensorInfo& output,
154 const InstanceNormalizationDescriptor& descriptor,
155 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
156
arovir017c22c702018-10-09 11:16:46 +0100157 bool IsL2NormalizationSupported(const TensorInfo& input,
158 const TensorInfo& output,
159 const L2NormalizationDescriptor& descriptor,
160 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
161
James Conroyfe3ec942020-11-18 14:20:53 +0000162 bool IsLogicalBinarySupported(const TensorInfo& input0,
163 const TensorInfo& input1,
164 const TensorInfo& output,
165 const LogicalBinaryDescriptor& descriptor,
166 Optional<std::string&> reasonIfUnsupported) const override;
167
Teresa Charlin8398edc2020-07-20 14:23:02 +0100168 bool IsLogSoftmaxSupported(const TensorInfo& input,
169 const TensorInfo& output,
170 const LogSoftmaxDescriptor& descriptor,
171 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
172
arovir017c22c702018-10-09 11:16:46 +0100173 bool IsLstmSupported(const TensorInfo& input,
174 const TensorInfo& outputStateIn,
175 const TensorInfo& cellStateIn,
176 const TensorInfo& scratchBuffer,
177 const TensorInfo& outputStateOut,
178 const TensorInfo& cellStateOut,
179 const TensorInfo& output,
180 const LstmDescriptor& descriptor,
Jan Eilersd01a83c2019-07-03 18:20:40 +0100181 const LstmInputParamsInfo& paramsInfo,
182 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
arovir017c22c702018-10-09 11:16:46 +0100183
keidav01a959ee52018-12-19 10:04:58 +0000184 bool IsMaximumSupported(const TensorInfo& input0,
185 const TensorInfo& input1,
186 const TensorInfo& output,
187 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
188
arovir017c22c702018-10-09 11:16:46 +0100189 bool IsMeanSupported(const TensorInfo& input,
190 const TensorInfo& output,
191 const MeanDescriptor& descriptor,
192 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
193
Jim Flynn906f9462019-05-10 13:55:21 +0100194 ARMNN_DEPRECATED_MSG("Use IsConcatSupported instead")
arovir017c22c702018-10-09 11:16:46 +0100195 bool IsMergerSupported(const std::vector<const TensorInfo*> inputs,
Nikhil Raj8599a412018-11-19 14:51:07 +0000196 const TensorInfo& output,
Jim Flynne242f2d2019-05-22 14:24:13 +0100197 const MergerDescriptor& descriptor,
arovir017c22c702018-10-09 11:16:46 +0100198 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
199
saoste019292aa32019-01-08 13:55:59 +0000200 bool IsMinimumSupported(const TensorInfo& input0,
201 const TensorInfo& input1,
202 const TensorInfo& output,
203 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
204
arovir017c22c702018-10-09 11:16:46 +0100205 bool IsMultiplicationSupported(const TensorInfo& input0,
206 const TensorInfo& input1,
207 const TensorInfo& output,
208 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
209
210 bool IsNormalizationSupported(const TensorInfo& input,
211 const TensorInfo& output,
212 const NormalizationDescriptor& descriptor,
213 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
214
215 bool IsOutputSupported(const TensorInfo& output,
216 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
217
218 bool IsPadSupported(const TensorInfo& input,
219 const TensorInfo& output,
220 const PadDescriptor& descriptor,
221 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
222
223 bool IsPermuteSupported(const TensorInfo& input,
224 const TensorInfo& output,
225 const PermuteDescriptor& descriptor,
226 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
227
228 bool IsPooling2dSupported(const TensorInfo& input,
229 const TensorInfo& output,
230 const Pooling2dDescriptor& descriptor,
231 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
232
Nikhil Raj91e4c6d2019-07-05 12:22:58 +0100233 bool IsPreluSupported(const TensorInfo& input,
234 const TensorInfo& alpha,
235 const TensorInfo& output,
236 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
237
Ryan OShea2323af42020-05-13 16:36:19 +0100238 bool IsQLstmSupported(const TensorInfo& input,
239 const TensorInfo& previousOutputIn,
240 const TensorInfo& previousCellStateIn,
241 const TensorInfo& outputStateOut,
242 const TensorInfo& cellStateOut,
243 const TensorInfo& output,
244 const QLstmDescriptor& descriptor,
245 const LstmInputParamsInfo& paramsInfo,
246 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
247
Ferran Balaguer737d9ff2019-08-01 09:58:08 +0100248 bool IsQuantizedLstmSupported(const TensorInfo& input,
249 const TensorInfo& previousCellStateIn,
250 const TensorInfo& previousOutputIn,
251 const TensorInfo& cellStateOut,
252 const TensorInfo& output,
253 const QuantizedLstmInputParamsInfo& paramsInfo,
254 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
255
Sadik Armagan20ec2492019-05-31 09:09:44 +0100256 bool IsQuantizeSupported(const TensorInfo& input,
257 const TensorInfo& output,
258 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
259
Sadik Armagana2747482021-02-09 10:28:54 +0000260 bool IsReduceSupported(const TensorInfo& input,
261 const TensorInfo& output,
262 const ReduceDescriptor& descriptor,
263 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
264
arovir017c22c702018-10-09 11:16:46 +0100265 bool IsReshapeSupported(const TensorInfo& input,
Kevin Maya023c402019-12-12 17:28:05 +0000266 const TensorInfo& output,
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000267 const ReshapeDescriptor& descriptor,
arovir017c22c702018-10-09 11:16:46 +0100268 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
269
Aron Virginas-Tar169d2f12019-07-01 19:01:44 +0100270 bool IsResizeSupported(const TensorInfo& input,
271 const TensorInfo& output,
272 const ResizeDescriptor& descriptor,
273 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
274
275 ARMNN_DEPRECATED_MSG("Use IsResizeSupported instead")
arovir017c22c702018-10-09 11:16:46 +0100276 bool IsResizeBilinearSupported(const TensorInfo& input,
Sadik Armaganc625f002018-12-17 11:32:16 +0000277 const TensorInfo& output,
arovir017c22c702018-10-09 11:16:46 +0100278 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
279
josh minor4a3c6102020-01-06 16:40:46 -0600280 ARMNN_DEPRECATED_MSG("Use IsElementwiseUnarySupported instead")
Aron Virginas-Tar1a763dd2019-09-10 12:32:08 +0100281 bool IsRsqrtSupported(const TensorInfo& input,
282 const TensorInfo& output,
283 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
284
Aron Virginas-Tar94c4fef2019-11-25 15:37:08 +0000285 bool IsSliceSupported(const TensorInfo& input,
286 const TensorInfo& output,
287 const SliceDescriptor& descriptor,
288 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
289
arovir017c22c702018-10-09 11:16:46 +0100290 bool IsSoftmaxSupported(const TensorInfo& input,
291 const TensorInfo& output,
292 const SoftmaxDescriptor& descriptor,
293 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
294
Sadik Armaganf4464322018-12-20 16:19:12 +0000295 bool IsSpaceToBatchNdSupported(const TensorInfo& input,
296 const TensorInfo& output,
297 const SpaceToBatchNdDescriptor& descriptor,
298 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
299
James Conroyd2aa85e2019-07-01 17:12:40 +0100300 bool IsSpaceToDepthSupported(const TensorInfo& input,
301 const TensorInfo& output,
302 const SpaceToDepthDescriptor& descriptor,
303 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
304
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100305 ARMNN_DEPRECATED_MSG("Use IsSplitterSupported with outputs instead")
arovir017c22c702018-10-09 11:16:46 +0100306 bool IsSplitterSupported(const TensorInfo& input,
307 const ViewsDescriptor& descriptor,
308 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
309
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100310 bool IsSplitterSupported(const TensorInfo& input,
311 const std::vector<std::reference_wrapper<TensorInfo>>& outputs,
312 const ViewsDescriptor& descriptor,
313 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
314
Matthew Jacksond5166102019-07-31 14:06:28 +0100315 bool IsStackSupported(const std::vector<const TensorInfo*>& inputs,
316 const TensorInfo& output,
317 const StackDescriptor& descriptor,
318 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
319
keidav01d74dc912018-12-10 18:16:07 +0000320 bool IsStridedSliceSupported(const TensorInfo& input,
321 const TensorInfo& output,
322 const StridedSliceDescriptor& descriptor,
323 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
324
arovir017c22c702018-10-09 11:16:46 +0100325 bool IsSubtractionSupported(const TensorInfo& input0,
326 const TensorInfo& input1,
327 const TensorInfo& output,
328 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100329
330 bool IsTransposeConvolution2dSupported(const TensorInfo& input,
331 const TensorInfo& output,
332 const TransposeConvolution2dDescriptor& descriptor,
333 const TensorInfo& weights,
334 const Optional<TensorInfo>& biases,
335 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Mike Kellyc9ea45a2020-02-28 18:11:58 +0000336
337 bool IsTransposeSupported(const TensorInfo& input,
338 const TensorInfo& output,
339 const TransposeDescriptor& descriptor,
340 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
341
Sadik Armagan045f6be2020-09-10 13:37:32 +0100342private:
343 const IBackendInternal::IBackendSpecificModelContextPtr m_ModelContextPtr;
344
arovir014424b0a2018-10-04 10:46:04 +0100345};
346
Aron Virginas-Tarbcf9f162018-10-15 11:47:37 +0100347} // namespace armnn