blob: d7e2553278acf1a7435b39a70de118b9ec1e1e01 [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
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
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +010055 bool IsComparisonSupported(const TensorInfo& input0,
56 const TensorInfo& input1,
57 const TensorInfo& ouput,
58 const ComparisonDescriptor& descriptor,
59 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
60
Jim Flynn906f9462019-05-10 13:55:21 +010061 bool IsConcatSupported(const std::vector<const TensorInfo*> inputs,
62 const TensorInfo& output,
Jim Flynne242f2d2019-05-22 14:24:13 +010063 const ConcatDescriptor& descriptor,
Jim Flynn906f9462019-05-10 13:55:21 +010064 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
65
arovir017c22c702018-10-09 11:16:46 +010066 bool IsConstantSupported(const TensorInfo& output,
67 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
68
69 bool IsConvertFp16ToFp32Supported(const TensorInfo& input,
70 const TensorInfo& output,
71 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
72
73 bool IsConvertFp32ToFp16Supported(const TensorInfo& input,
74 const TensorInfo& output,
75 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
76
77 bool IsConvolution2dSupported(const TensorInfo& input,
78 const TensorInfo& output,
79 const Convolution2dDescriptor& descriptor,
80 const TensorInfo& weights,
81 const Optional<TensorInfo>& biases,
82 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
83
Jim Flynn983daec2019-05-29 16:20:16 +010084 bool IsDequantizeSupported(const TensorInfo& input,
85 const TensorInfo& output,
86 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
87
Aron Virginas-Tarb2801962019-09-30 11:24:53 +010088 bool IsDepthToSpaceSupported(const TensorInfo& input,
89 const TensorInfo& output,
90 const DepthToSpaceDescriptor& descriptor,
91 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
92
arovir017c22c702018-10-09 11:16:46 +010093 bool IsDepthwiseConvolutionSupported(const TensorInfo& input,
94 const TensorInfo& output,
95 const DepthwiseConvolution2dDescriptor& descriptor,
96 const TensorInfo& weights,
97 const Optional<TensorInfo>& biases,
98 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
99
Pablo Tellof0bd6832019-04-26 17:58:13 +0100100 bool IsDilatedDepthwiseConvolutionSupported(const TensorInfo& input,
101 const TensorInfo& output,
102 const DepthwiseConvolution2dDescriptor& descriptor,
103 const TensorInfo& weights,
104 const Optional<TensorInfo>& biases,
105 Optional<std::string&> reason = EmptyOptional()) const override;
106
arovir017c22c702018-10-09 11:16:46 +0100107 bool IsDivisionSupported(const TensorInfo& input0,
108 const TensorInfo& input1,
109 const TensorInfo& output,
110 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
111
josh minor4a3c6102020-01-06 16:40:46 -0600112 bool IsElementwiseUnarySupported(const TensorInfo& input,
113 const TensorInfo& ouput,
114 const ElementwiseUnaryDescriptor& descriptor,
115 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
116
Sadik Armagan66aecb02020-06-24 11:42:20 +0100117 bool IsFillSupported(const TensorInfo& input,
118 const TensorInfo& output,
119 const FillDescriptor& descriptor,
120 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
121
arovir017c22c702018-10-09 11:16:46 +0100122 bool IsFloorSupported(const TensorInfo& input,
123 const TensorInfo& output,
124 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
125
126 bool IsFullyConnectedSupported(const TensorInfo& input,
127 const TensorInfo& output,
128 const TensorInfo& weights,
129 const TensorInfo& biases,
130 const FullyConnectedDescriptor& descriptor,
131 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
132
Teresa Charlin9ad2e5b2020-04-10 22:34:48 +0100133 bool IsGatherSupported(const TensorInfo& input0,
134 const TensorInfo& input1,
135 const TensorInfo& output,
Teresa Charlin52664732020-06-29 16:27:03 +0100136 const GatherDescriptor& descriptor,
Teresa Charlin9ad2e5b2020-04-10 22:34:48 +0100137 Optional<std::string&> reasonIfUnsupported) const override;
138
Aron Virginas-Tar77bfb5e2019-10-16 17:45:38 +0100139 ARMNN_DEPRECATED_MSG("Use IsComparisonSupported instead")
Nattapat Chaimanowongc6a41ff2019-01-29 09:56:02 +0000140 bool IsGreaterSupported(const TensorInfo& input0,
141 const TensorInfo& input1,
142 const TensorInfo& ouput,
143 Optional<std::string&> reasonIfUnsupported) const override;
144
arovir017c22c702018-10-09 11:16:46 +0100145 bool IsInputSupported(const TensorInfo& input,
146 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
147
Aron Virginas-Tar8168f402019-10-04 13:10:16 +0100148 bool IsInstanceNormalizationSupported(const TensorInfo& input,
149 const TensorInfo& output,
150 const InstanceNormalizationDescriptor& descriptor,
151 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
152
arovir017c22c702018-10-09 11:16:46 +0100153 bool IsL2NormalizationSupported(const TensorInfo& input,
154 const TensorInfo& output,
155 const L2NormalizationDescriptor& descriptor,
156 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
157
Teresa Charlin8398edc2020-07-20 14:23:02 +0100158 bool IsLogSoftmaxSupported(const TensorInfo& input,
159 const TensorInfo& output,
160 const LogSoftmaxDescriptor& descriptor,
161 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
162
arovir017c22c702018-10-09 11:16:46 +0100163 bool IsLstmSupported(const TensorInfo& input,
164 const TensorInfo& outputStateIn,
165 const TensorInfo& cellStateIn,
166 const TensorInfo& scratchBuffer,
167 const TensorInfo& outputStateOut,
168 const TensorInfo& cellStateOut,
169 const TensorInfo& output,
170 const LstmDescriptor& descriptor,
Jan Eilersd01a83c2019-07-03 18:20:40 +0100171 const LstmInputParamsInfo& paramsInfo,
172 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
arovir017c22c702018-10-09 11:16:46 +0100173
keidav01a959ee52018-12-19 10:04:58 +0000174 bool IsMaximumSupported(const TensorInfo& input0,
175 const TensorInfo& input1,
176 const TensorInfo& output,
177 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
178
arovir017c22c702018-10-09 11:16:46 +0100179 bool IsMeanSupported(const TensorInfo& input,
180 const TensorInfo& output,
181 const MeanDescriptor& descriptor,
182 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
183
Jim Flynn906f9462019-05-10 13:55:21 +0100184 ARMNN_DEPRECATED_MSG("Use IsConcatSupported instead")
arovir017c22c702018-10-09 11:16:46 +0100185 bool IsMergerSupported(const std::vector<const TensorInfo*> inputs,
Nikhil Raj8599a412018-11-19 14:51:07 +0000186 const TensorInfo& output,
Jim Flynne242f2d2019-05-22 14:24:13 +0100187 const MergerDescriptor& descriptor,
arovir017c22c702018-10-09 11:16:46 +0100188 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
189
saoste019292aa32019-01-08 13:55:59 +0000190 bool IsMinimumSupported(const TensorInfo& input0,
191 const TensorInfo& input1,
192 const TensorInfo& output,
193 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
194
arovir017c22c702018-10-09 11:16:46 +0100195 bool IsMultiplicationSupported(const TensorInfo& input0,
196 const TensorInfo& input1,
197 const TensorInfo& output,
198 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
199
200 bool IsNormalizationSupported(const TensorInfo& input,
201 const TensorInfo& output,
202 const NormalizationDescriptor& descriptor,
203 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
204
205 bool IsOutputSupported(const TensorInfo& output,
206 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
207
208 bool IsPadSupported(const TensorInfo& input,
209 const TensorInfo& output,
210 const PadDescriptor& descriptor,
211 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
212
213 bool IsPermuteSupported(const TensorInfo& input,
214 const TensorInfo& output,
215 const PermuteDescriptor& descriptor,
216 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
217
218 bool IsPooling2dSupported(const TensorInfo& input,
219 const TensorInfo& output,
220 const Pooling2dDescriptor& descriptor,
221 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
222
Nikhil Raj91e4c6d2019-07-05 12:22:58 +0100223 bool IsPreluSupported(const TensorInfo& input,
224 const TensorInfo& alpha,
225 const TensorInfo& output,
226 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
227
Ryan OShea2323af42020-05-13 16:36:19 +0100228 bool IsQLstmSupported(const TensorInfo& input,
229 const TensorInfo& previousOutputIn,
230 const TensorInfo& previousCellStateIn,
231 const TensorInfo& outputStateOut,
232 const TensorInfo& cellStateOut,
233 const TensorInfo& output,
234 const QLstmDescriptor& descriptor,
235 const LstmInputParamsInfo& paramsInfo,
236 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
237
Ferran Balaguer737d9ff2019-08-01 09:58:08 +0100238 bool IsQuantizedLstmSupported(const TensorInfo& input,
239 const TensorInfo& previousCellStateIn,
240 const TensorInfo& previousOutputIn,
241 const TensorInfo& cellStateOut,
242 const TensorInfo& output,
243 const QuantizedLstmInputParamsInfo& paramsInfo,
244 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
245
Sadik Armagan20ec2492019-05-31 09:09:44 +0100246 bool IsQuantizeSupported(const TensorInfo& input,
247 const TensorInfo& output,
248 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
249
arovir017c22c702018-10-09 11:16:46 +0100250 bool IsReshapeSupported(const TensorInfo& input,
Kevin Maya023c402019-12-12 17:28:05 +0000251 const TensorInfo& output,
Matteo Martincigh992d6dc2019-01-10 17:34:20 +0000252 const ReshapeDescriptor& descriptor,
arovir017c22c702018-10-09 11:16:46 +0100253 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
254
Aron Virginas-Tar169d2f12019-07-01 19:01:44 +0100255 bool IsResizeSupported(const TensorInfo& input,
256 const TensorInfo& output,
257 const ResizeDescriptor& descriptor,
258 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
259
260 ARMNN_DEPRECATED_MSG("Use IsResizeSupported instead")
arovir017c22c702018-10-09 11:16:46 +0100261 bool IsResizeBilinearSupported(const TensorInfo& input,
Sadik Armaganc625f002018-12-17 11:32:16 +0000262 const TensorInfo& output,
arovir017c22c702018-10-09 11:16:46 +0100263 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
264
josh minor4a3c6102020-01-06 16:40:46 -0600265 ARMNN_DEPRECATED_MSG("Use IsElementwiseUnarySupported instead")
Aron Virginas-Tar1a763dd2019-09-10 12:32:08 +0100266 bool IsRsqrtSupported(const TensorInfo& input,
267 const TensorInfo& output,
268 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
269
Aron Virginas-Tar94c4fef2019-11-25 15:37:08 +0000270 bool IsSliceSupported(const TensorInfo& input,
271 const TensorInfo& output,
272 const SliceDescriptor& descriptor,
273 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
274
arovir017c22c702018-10-09 11:16:46 +0100275 bool IsSoftmaxSupported(const TensorInfo& input,
276 const TensorInfo& output,
277 const SoftmaxDescriptor& descriptor,
278 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
279
Sadik Armaganf4464322018-12-20 16:19:12 +0000280 bool IsSpaceToBatchNdSupported(const TensorInfo& input,
281 const TensorInfo& output,
282 const SpaceToBatchNdDescriptor& descriptor,
283 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
284
James Conroyd2aa85e2019-07-01 17:12:40 +0100285 bool IsSpaceToDepthSupported(const TensorInfo& input,
286 const TensorInfo& output,
287 const SpaceToDepthDescriptor& descriptor,
288 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
289
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100290 ARMNN_DEPRECATED_MSG("Use IsSplitterSupported with outputs instead")
arovir017c22c702018-10-09 11:16:46 +0100291 bool IsSplitterSupported(const TensorInfo& input,
292 const ViewsDescriptor& descriptor,
293 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
294
Narumol Prangnawarat15eb5832019-05-20 15:31:05 +0100295 bool IsSplitterSupported(const TensorInfo& input,
296 const std::vector<std::reference_wrapper<TensorInfo>>& outputs,
297 const ViewsDescriptor& descriptor,
298 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
299
Matthew Jacksond5166102019-07-31 14:06:28 +0100300 bool IsStackSupported(const std::vector<const TensorInfo*>& inputs,
301 const TensorInfo& output,
302 const StackDescriptor& descriptor,
303 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
304
keidav01d74dc912018-12-10 18:16:07 +0000305 bool IsStridedSliceSupported(const TensorInfo& input,
306 const TensorInfo& output,
307 const StridedSliceDescriptor& descriptor,
308 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
309
arovir017c22c702018-10-09 11:16:46 +0100310 bool IsSubtractionSupported(const TensorInfo& input0,
311 const TensorInfo& input1,
312 const TensorInfo& output,
313 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100314
315 bool IsTransposeConvolution2dSupported(const TensorInfo& input,
316 const TensorInfo& output,
317 const TransposeConvolution2dDescriptor& descriptor,
318 const TensorInfo& weights,
319 const Optional<TensorInfo>& biases,
320 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
Mike Kellyc9ea45a2020-02-28 18:11:58 +0000321
322 bool IsTransposeSupported(const TensorInfo& input,
323 const TensorInfo& output,
324 const TransposeDescriptor& descriptor,
325 Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
326
Sadik Armagan045f6be2020-09-10 13:37:32 +0100327private:
328 const IBackendInternal::IBackendSpecificModelContextPtr m_ModelContextPtr;
329
arovir014424b0a2018-10-04 10:46:04 +0100330};
331
Aron Virginas-Tarbcf9f162018-10-15 11:47:37 +0100332} // namespace armnn