| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1 | // |
| Keith Davis | 69e653f | 2020-07-02 11:49:26 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
| David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
| 5 | #pragma once |
| 6 | |
| Sadik Armagan | 045f6be | 2020-09-10 13:37:32 +0100 | [diff] [blame] | 7 | #include <armnn/backends/IBackendInternal.hpp> |
| 8 | |
| Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 9 | #include <backendsCommon/LayerSupportBase.hpp> |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 10 | |
| 11 | namespace armnn |
| 12 | { |
| 13 | |
| Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 14 | class NeonLayerSupport : public LayerSupportBase |
| arovir01 | 4424b0a | 2018-10-04 10:46:04 +0100 | [diff] [blame] | 15 | { |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 16 | public: |
| Sadik Armagan | 045f6be | 2020-09-10 13:37:32 +0100 | [diff] [blame] | 17 | explicit NeonLayerSupport(const IBackendInternal::IBackendSpecificModelContextPtr& modelContextPtr); |
| 18 | NeonLayerSupport(); |
| 19 | |
| 20 | ~NeonLayerSupport() {} |
| 21 | |
| Cathal Corbett | 34b429c | 2021-12-24 12:24:40 +0000 | [diff] [blame] | 22 | bool IsLayerSupported(const LayerType& type, |
| 23 | const std::vector<TensorInfo>& infos, |
| 24 | const BaseDescriptor& descriptor, |
| 25 | const Optional<LstmInputParamsInfo>& lstmParamsInfo, |
| 26 | const Optional<QuantizedLstmInputParamsInfo>& quantizedLstmParamsInfo, |
| 27 | Optional<std::string&> reasonIfUnsupported) const override; |
| 28 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 29 | bool IsActivationSupported(const TensorInfo& input, |
| 30 | const TensorInfo& output, |
| 31 | const ActivationDescriptor& descriptor, |
| 32 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 33 | |
| 34 | bool IsAdditionSupported(const TensorInfo& input0, |
| 35 | const TensorInfo& input1, |
| 36 | const TensorInfo& output, |
| 37 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 38 | |
| James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 39 | bool IsArgMinMaxSupported(const TensorInfo& input, |
| 40 | const TensorInfo& output, |
| 41 | const ArgMinMaxDescriptor& descriptor, |
| 42 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 43 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 44 | bool IsBatchNormalizationSupported(const TensorInfo& input, |
| 45 | const TensorInfo& output, |
| 46 | const TensorInfo& mean, |
| 47 | const TensorInfo& var, |
| 48 | const TensorInfo& beta, |
| 49 | const TensorInfo& gamma, |
| 50 | const BatchNormalizationDescriptor& descriptor, |
| 51 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 52 | |
| Mike Kelly | 5685802 | 2020-01-27 12:14:47 +0000 | [diff] [blame] | 53 | bool IsBatchToSpaceNdSupported(const TensorInfo& input, |
| 54 | const TensorInfo& output, |
| 55 | const BatchToSpaceNdDescriptor& descriptor, |
| 56 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 57 | |
| Sadik Armagan | 48f011e | 2021-04-21 10:50:34 +0100 | [diff] [blame] | 58 | bool IsCastSupported(const TensorInfo& input, |
| 59 | const TensorInfo& output, |
| 60 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 61 | |
| Teresa Charlin | e89dd69 | 2021-09-01 16:30:34 +0100 | [diff] [blame] | 62 | bool IsChannelShuffleSupported(const TensorInfo& input, |
| 63 | const TensorInfo& output, |
| 64 | const ChannelShuffleDescriptor& descriptor, |
| 65 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 66 | |
| Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 67 | bool IsComparisonSupported(const TensorInfo& input0, |
| 68 | const TensorInfo& input1, |
| 69 | const TensorInfo& output, |
| 70 | const ComparisonDescriptor& descriptor, |
| 71 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 72 | |
| Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 73 | bool IsConcatSupported(const std::vector<const TensorInfo*> inputs, |
| 74 | const TensorInfo& output, |
| Cathal Corbett | 34b429c | 2021-12-24 12:24:40 +0000 | [diff] [blame] | 75 | const OriginsDescriptor& descriptor, |
| Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 76 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 77 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 78 | bool IsConstantSupported(const TensorInfo& output, |
| 79 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 80 | |
| Narumol Prangnawarat | 250d392 | 2020-03-30 16:11:04 +0100 | [diff] [blame] | 81 | bool IsConvertBf16ToFp32Supported(const TensorInfo& input, |
| 82 | const TensorInfo& output, |
| 83 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 84 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 85 | bool IsConvertFp16ToFp32Supported(const TensorInfo& input, |
| 86 | const TensorInfo& output, |
| 87 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 88 | |
| Narumol Prangnawarat | 250d392 | 2020-03-30 16:11:04 +0100 | [diff] [blame] | 89 | bool IsConvertFp32ToBf16Supported(const TensorInfo& input, |
| 90 | const TensorInfo& output, |
| 91 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 92 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 93 | bool IsConvertFp32ToFp16Supported(const TensorInfo& input, |
| 94 | const TensorInfo& output, |
| 95 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 96 | |
| 97 | bool IsConvolution2dSupported(const TensorInfo& input, |
| 98 | const TensorInfo& output, |
| 99 | const Convolution2dDescriptor& descriptor, |
| 100 | const TensorInfo& weights, |
| 101 | const Optional<TensorInfo>& biases, |
| 102 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 103 | |
| Teresa Charlin | ec5f7d1 | 2021-10-22 17:15:00 +0100 | [diff] [blame] | 104 | bool IsConvolution3dSupported(const TensorInfo& input, |
| 105 | const TensorInfo& output, |
| 106 | const Convolution3dDescriptor& descriptor, |
| 107 | const TensorInfo& weights, |
| 108 | const Optional<TensorInfo>& biases, |
| 109 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 110 | |
| Aron Virginas-Tar | 2f00b74 | 2019-09-30 13:28:08 +0100 | [diff] [blame] | 111 | bool IsDepthToSpaceSupported(const TensorInfo& input, |
| 112 | const TensorInfo& output, |
| 113 | const DepthToSpaceDescriptor& descriptor, |
| 114 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 115 | |
| 116 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 117 | bool IsDepthwiseConvolutionSupported(const TensorInfo& input, |
| 118 | const TensorInfo& output, |
| 119 | const DepthwiseConvolution2dDescriptor& descriptor, |
| 120 | const TensorInfo& weights, |
| 121 | const Optional<TensorInfo>& biases, |
| 122 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 123 | |
| Narumol Prangnawarat | 01961a7 | 2019-05-30 16:47:12 +0100 | [diff] [blame] | 124 | bool IsDequantizeSupported(const TensorInfo& input, |
| 125 | const TensorInfo& output, |
| 126 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 127 | |
| Pablo Tello | f0bd683 | 2019-04-26 17:58:13 +0100 | [diff] [blame] | 128 | bool IsDilatedDepthwiseConvolutionSupported(const TensorInfo& input, |
| 129 | const TensorInfo& output, |
| 130 | const DepthwiseConvolution2dDescriptor& descriptor, |
| 131 | const TensorInfo& weights, |
| 132 | const Optional<TensorInfo>& biases, |
| 133 | Optional<std::string&> reason = EmptyOptional()) const override; |
| 134 | |
| josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 135 | bool IsElementwiseUnarySupported(const TensorInfo& input, |
| 136 | const TensorInfo& output, |
| 137 | const ElementwiseUnaryDescriptor& descriptor, |
| 138 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 139 | |
| Sadik Armagan | a792a05 | 2020-06-23 16:22:23 +0100 | [diff] [blame] | 140 | bool IsFillSupported(const TensorInfo& input, |
| 141 | const TensorInfo& output, |
| 142 | const FillDescriptor& descriptor, |
| 143 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 144 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 145 | bool IsFloorSupported(const TensorInfo& input, |
| 146 | const TensorInfo& output, |
| 147 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 148 | |
| 149 | bool IsFullyConnectedSupported(const TensorInfo& input, |
| 150 | const TensorInfo& output, |
| 151 | const TensorInfo& weights, |
| 152 | const TensorInfo& biases, |
| 153 | const FullyConnectedDescriptor& descriptor, |
| 154 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 155 | |
| Teresa Charlin | bd22c7d | 2022-04-26 18:14:12 +0100 | [diff] [blame] | 156 | bool IsGatherNdSupported(const TensorInfo& input0, |
| 157 | const TensorInfo& input1, |
| 158 | const TensorInfo& output, |
| 159 | Optional<std::string&> reasonIfUnsupported) const; |
| 160 | |
| Teresa Charlin | f540eb8 | 2020-04-10 19:24:55 +0100 | [diff] [blame] | 161 | bool IsGatherSupported(const TensorInfo& input0, |
| 162 | const TensorInfo& input1, |
| 163 | const TensorInfo& output, |
| Teresa Charlin | 5266473 | 2020-06-29 16:27:03 +0100 | [diff] [blame] | 164 | const GatherDescriptor& descriptor, |
| Teresa Charlin | f540eb8 | 2020-04-10 19:24:55 +0100 | [diff] [blame] | 165 | Optional<std::string&> reasonIfUnsupported) const override; |
| 166 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 167 | bool IsInputSupported(const TensorInfo& input, |
| 168 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 169 | |
| Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 170 | bool IsInstanceNormalizationSupported(const TensorInfo& input, |
| 171 | const TensorInfo& output, |
| 172 | const InstanceNormalizationDescriptor& descriptor, |
| 173 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 174 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 175 | bool IsL2NormalizationSupported(const TensorInfo& input, |
| 176 | const TensorInfo& output, |
| 177 | const L2NormalizationDescriptor& descriptor, |
| 178 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 179 | |
| James Conroy | 177df1e | 2020-11-13 10:18:51 +0000 | [diff] [blame] | 180 | bool IsLogicalBinarySupported(const TensorInfo& input0, |
| 181 | const TensorInfo& input1, |
| 182 | const TensorInfo& output, |
| 183 | const LogicalBinaryDescriptor& descriptor, |
| 184 | Optional<std::string&> reasonIfUnsupported) const override; |
| 185 | |
| Keith Davis | 69e653f | 2020-07-02 11:49:26 +0100 | [diff] [blame] | 186 | bool IsLogSoftmaxSupported(const TensorInfo& input, |
| 187 | const TensorInfo& output, |
| 188 | const LogSoftmaxDescriptor& descriptor, |
| 189 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 190 | |
| Jan Eilers | ad5293a | 2019-07-08 09:57:55 +0100 | [diff] [blame] | 191 | bool IsLstmSupported(const TensorInfo& input, |
| 192 | const TensorInfo& outputStateIn, |
| 193 | const TensorInfo& cellStateIn, |
| 194 | const TensorInfo& scratchBuffer, |
| 195 | const TensorInfo& outputStateOut, |
| 196 | const TensorInfo& cellStateOut, |
| 197 | const TensorInfo& output, |
| 198 | const LstmDescriptor& descriptor, |
| 199 | const LstmInputParamsInfo& paramsInfo, |
| 200 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 201 | |
| Nattapat Chaimanowong | 4e6597a | 2018-12-20 14:14:06 +0000 | [diff] [blame] | 202 | bool IsMaximumSupported(const TensorInfo& input0, |
| 203 | const TensorInfo& input1, |
| 204 | const TensorInfo& output, |
| 205 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 206 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 207 | bool IsMeanSupported(const TensorInfo& input, |
| 208 | const TensorInfo& output, |
| 209 | const MeanDescriptor& descriptor, |
| 210 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 211 | |
| Conor Kennedy | 54b2169 | 2019-01-09 07:57:38 +0000 | [diff] [blame] | 212 | bool IsMinimumSupported(const TensorInfo& input0, |
| 213 | const TensorInfo& input1, |
| 214 | const TensorInfo& output, |
| 215 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 216 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 217 | bool IsMultiplicationSupported(const TensorInfo& input0, |
| 218 | const TensorInfo& input1, |
| 219 | const TensorInfo& output, |
| 220 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 221 | |
| Pablo Tello | e61f071 | 2020-01-23 10:37:17 +0000 | [diff] [blame] | 222 | bool IsDivisionSupported(const TensorInfo& input0, |
| 223 | const TensorInfo& input1, |
| 224 | const TensorInfo& output, |
| 225 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 226 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 227 | bool IsNormalizationSupported(const TensorInfo& input, |
| 228 | const TensorInfo& output, |
| 229 | const NormalizationDescriptor& descriptor, |
| 230 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 231 | |
| 232 | bool IsOutputSupported(const TensorInfo& output, |
| 233 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 234 | |
| Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 235 | bool IsPadSupported(const TensorInfo& input, |
| 236 | const TensorInfo& output, |
| 237 | const PadDescriptor& descriptor, |
| 238 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 239 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 240 | bool IsPermuteSupported(const TensorInfo& input, |
| 241 | const TensorInfo& output, |
| 242 | const PermuteDescriptor& descriptor, |
| 243 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 244 | |
| 245 | bool IsPooling2dSupported(const TensorInfo& input, |
| 246 | const TensorInfo& output, |
| 247 | const Pooling2dDescriptor& descriptor, |
| 248 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| Ryan OShea | 19e7942 | 2022-05-04 00:38:03 +0100 | [diff] [blame^] | 249 | bool IsPooling3dSupported(const TensorInfo& input, |
| 250 | const TensorInfo& output, |
| 251 | const Pooling3dDescriptor& descriptor, |
| 252 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| Nikhil Raj | 9b46148 | 2019-07-03 15:58:31 +0100 | [diff] [blame] | 253 | bool IsPreluSupported(const TensorInfo& input, |
| 254 | const TensorInfo& alpha, |
| 255 | const TensorInfo& output, |
| 256 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 257 | |
| James Conroy | cc34093 | 2020-05-12 18:08:52 +0100 | [diff] [blame] | 258 | bool IsQLstmSupported(const TensorInfo& input, |
| 259 | const TensorInfo& previousOutputIn, |
| 260 | const TensorInfo& previousCellStateIn, |
| 261 | const TensorInfo& outputStateOut, |
| 262 | const TensorInfo& cellStateOut, |
| 263 | const TensorInfo& output, |
| 264 | const QLstmDescriptor& descriptor, |
| 265 | const LstmInputParamsInfo& paramsInfo, |
| 266 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 267 | |
| Sadik Armagan | fabc289 | 2019-05-31 09:05:11 +0100 | [diff] [blame] | 268 | bool IsQuantizeSupported(const TensorInfo& input, |
| 269 | const TensorInfo& output, |
| 270 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 271 | |
| Francis Murtagh | 4fc3c48 | 2019-08-02 13:20:54 +0100 | [diff] [blame] | 272 | bool IsQuantizedLstmSupported(const TensorInfo& input, |
| 273 | const TensorInfo& cellStateIn, |
| 274 | const TensorInfo& outputStateIn, |
| 275 | const TensorInfo& cellStateOut, |
| 276 | const TensorInfo& outputStateOut, |
| 277 | const QuantizedLstmInputParamsInfo& paramsInfo, |
| 278 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 279 | |
| Sadik Armagan | a274748 | 2021-02-09 10:28:54 +0000 | [diff] [blame] | 280 | bool IsReduceSupported(const TensorInfo& input, |
| 281 | const TensorInfo& output, |
| 282 | const ReduceDescriptor& descriptor, |
| 283 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 284 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 285 | bool IsReshapeSupported(const TensorInfo& input, |
| Kevin May | a023c40 | 2019-12-12 17:28:05 +0000 | [diff] [blame] | 286 | const TensorInfo& output, |
| Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 287 | const ReshapeDescriptor& descriptor, |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 288 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 289 | |
| Aron Virginas-Tar | 169d2f1 | 2019-07-01 19:01:44 +0100 | [diff] [blame] | 290 | bool IsResizeSupported(const TensorInfo& input, |
| 291 | const TensorInfo& output, |
| 292 | const ResizeDescriptor& descriptor, |
| 293 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 294 | |
| josh minor | 036f02d | 2019-11-15 14:53:22 -0600 | [diff] [blame] | 295 | bool IsSliceSupported(const TensorInfo& input, |
| 296 | const TensorInfo& output, |
| 297 | const SliceDescriptor& descriptor, |
| 298 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 299 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 300 | bool IsSoftmaxSupported(const TensorInfo& input, |
| 301 | const TensorInfo& output, |
| 302 | const SoftmaxDescriptor& descriptor, |
| 303 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 304 | |
| Mike Kelly | 0be3a88 | 2020-01-24 11:27:50 +0000 | [diff] [blame] | 305 | bool IsSpaceToBatchNdSupported(const TensorInfo& input, |
| 306 | const TensorInfo& output, |
| 307 | const SpaceToBatchNdDescriptor& descriptor, |
| 308 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 309 | |
| Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 310 | bool IsSpaceToDepthSupported(const TensorInfo& input, |
| 311 | const TensorInfo& output, |
| 312 | const SpaceToDepthDescriptor& descriptor, |
| 313 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 314 | |
| Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 315 | bool IsSplitterSupported(const TensorInfo& input, |
| 316 | const std::vector<std::reference_wrapper<TensorInfo>>& outputs, |
| 317 | const ViewsDescriptor& descriptor, |
| 318 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 319 | |
| Matthew Jackson | 87f65ea | 2019-08-01 10:01:34 +0100 | [diff] [blame] | 320 | bool IsStackSupported(const std::vector<const TensorInfo*>& inputs, |
| 321 | const TensorInfo& output, |
| 322 | const StackDescriptor& descriptor, |
| 323 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 324 | |
| FinnWilliamsArm | 1fa1919 | 2019-08-02 17:26:31 +0100 | [diff] [blame] | 325 | bool IsStridedSliceSupported(const TensorInfo& input, |
| 326 | const TensorInfo& output, |
| 327 | const StridedSliceDescriptor& descriptor, |
| 328 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 329 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 330 | bool IsSubtractionSupported(const TensorInfo& input0, |
| 331 | const TensorInfo& input1, |
| 332 | const TensorInfo& output, |
| 333 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 334 | |
| 335 | bool IsTransposeConvolution2dSupported(const TensorInfo& input, |
| 336 | const TensorInfo& output, |
| 337 | const TransposeConvolution2dDescriptor& descriptor, |
| 338 | const TensorInfo& weights, |
| 339 | const Optional<TensorInfo>& biases, |
| 340 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 341 | |
| Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 342 | bool IsTransposeSupported(const TensorInfo& input, |
| 343 | const TensorInfo& output, |
| 344 | const TransposeDescriptor& descriptor, |
| 345 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 346 | |
| Cathal Corbett | fd5bec4 | 2022-03-03 15:13:23 +0000 | [diff] [blame] | 347 | bool IsUnidirectionalSequenceLstmSupported(const TensorInfo& input, |
| 348 | const TensorInfo& outputStateIn, |
| 349 | const TensorInfo& cellStateIn, |
| Mike Kelly | 1299496 | 2022-04-21 11:57:09 +0100 | [diff] [blame] | 350 | const TensorInfo& outputStateOut, |
| 351 | const TensorInfo& cellStateOut, |
| Cathal Corbett | fd5bec4 | 2022-03-03 15:13:23 +0000 | [diff] [blame] | 352 | const TensorInfo& output, |
| Cathal Corbett | fd5bec4 | 2022-03-03 15:13:23 +0000 | [diff] [blame] | 353 | const UnidirectionalSequenceLstmDescriptor& descriptor, |
| 354 | const LstmInputParamsInfo& paramsInfo, |
| 355 | Optional<std::string&> reasonIfUnsupported) const override; |
| 356 | |
| Sadik Armagan | 045f6be | 2020-09-10 13:37:32 +0100 | [diff] [blame] | 357 | private: |
| 358 | const IBackendInternal::IBackendSpecificModelContextPtr m_ModelContextPtr; |
| 359 | |
| Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 360 | }; // class NeonLayerSupport |
| arovir01 | 4424b0a | 2018-10-04 10:46:04 +0100 | [diff] [blame] | 361 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 362 | } // namespace armnn |