| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1 | // |
| Teresa Charlin | 5266473 | 2020-06-29 16:27:03 +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 | { |
| arovir01 | 4424b0a | 2018-10-04 10:46:04 +0100 | [diff] [blame] | 13 | |
| Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 14 | class ClLayerSupport : public LayerSupportBase |
| arovir01 | 4424b0a | 2018-10-04 10:46:04 +0100 | [diff] [blame] | 15 | { |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 16 | public: |
| Sadik Armagan | 045f6be | 2020-09-10 13:37:32 +0100 | [diff] [blame] | 17 | explicit ClLayerSupport(const IBackendInternal::IBackendSpecificModelContextPtr& modelContextPtr); |
| 18 | ClLayerSupport(); |
| 19 | ~ClLayerSupport() {} |
| 20 | |
| Cathal Corbett | 34b429c | 2021-12-24 12:24:40 +0000 | [diff] [blame] | 21 | bool IsLayerSupported(const LayerType& type, |
| 22 | const std::vector<TensorInfo>& infos, |
| 23 | const BaseDescriptor& descriptor, |
| 24 | const Optional<LstmInputParamsInfo>& lstmParamsInfo, |
| 25 | const Optional<QuantizedLstmInputParamsInfo>& quantizedLstmParamsInfo, |
| 26 | Optional<std::string&> reasonIfUnsupported) const override; |
| 27 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 28 | bool IsActivationSupported(const TensorInfo& input, |
| 29 | const TensorInfo& output, |
| 30 | const ActivationDescriptor& descriptor, |
| 31 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 32 | |
| 33 | bool IsAdditionSupported(const TensorInfo& input0, |
| 34 | const TensorInfo& input1, |
| 35 | const TensorInfo& output, |
| 36 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 37 | |
| James Conroy | 2dc0572 | 2019-09-19 17:00:31 +0100 | [diff] [blame] | 38 | bool IsArgMinMaxSupported(const TensorInfo& input, |
| 39 | const TensorInfo& output, |
| 40 | const ArgMinMaxDescriptor& descriptor, |
| 41 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 42 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 43 | bool IsBatchNormalizationSupported(const TensorInfo& input, |
| 44 | const TensorInfo& output, |
| 45 | const TensorInfo& mean, |
| 46 | const TensorInfo& var, |
| 47 | const TensorInfo& beta, |
| 48 | const TensorInfo& gamma, |
| 49 | const BatchNormalizationDescriptor& descriptor, |
| 50 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 51 | |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 52 | bool IsBatchToSpaceNdSupported(const TensorInfo& input, |
| 53 | const TensorInfo& output, |
| 54 | const BatchToSpaceNdDescriptor& descriptor, |
| 55 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 56 | |
| Sadik Armagan | f40d6d4 | 2021-04-22 09:12:11 +0100 | [diff] [blame] | 57 | bool IsCastSupported(const TensorInfo& input, |
| 58 | const TensorInfo& output, |
| 59 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 60 | |
| Teresa Charlin | 1222dbd | 2021-09-02 13:58:52 +0100 | [diff] [blame] | 61 | bool IsChannelShuffleSupported(const TensorInfo& input, |
| 62 | const TensorInfo& output, |
| 63 | const ChannelShuffleDescriptor& descriptor, |
| 64 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 65 | |
| Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 66 | bool IsComparisonSupported(const TensorInfo& input0, |
| 67 | const TensorInfo& input1, |
| 68 | const TensorInfo& ouput, |
| 69 | const ComparisonDescriptor& descriptor, |
| 70 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 71 | |
| Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 72 | bool IsConcatSupported(const std::vector<const TensorInfo*> inputs, |
| 73 | const TensorInfo& output, |
| Cathal Corbett | 34b429c | 2021-12-24 12:24:40 +0000 | [diff] [blame] | 74 | const OriginsDescriptor& descriptor, |
| Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 75 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 76 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 77 | bool IsConstantSupported(const TensorInfo& output, |
| 78 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 79 | |
| 80 | bool IsConvertFp16ToFp32Supported(const TensorInfo& input, |
| 81 | const TensorInfo& output, |
| 82 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 83 | |
| 84 | bool IsConvertFp32ToFp16Supported(const TensorInfo& input, |
| 85 | const TensorInfo& output, |
| 86 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 87 | |
| 88 | bool IsConvolution2dSupported(const TensorInfo& input, |
| 89 | const TensorInfo& output, |
| 90 | const Convolution2dDescriptor& descriptor, |
| 91 | const TensorInfo& weights, |
| 92 | const Optional<TensorInfo>& biases, |
| 93 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 94 | |
| Teresa Charlin | 615ad6c | 2021-10-26 12:22:20 +0100 | [diff] [blame] | 95 | bool IsConvolution3dSupported(const TensorInfo& input, |
| 96 | const TensorInfo& output, |
| 97 | const Convolution3dDescriptor& descriptor, |
| 98 | const TensorInfo& weights, |
| 99 | const Optional<TensorInfo>& biases, |
| 100 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 101 | |
| Jim Flynn | 983daec | 2019-05-29 16:20:16 +0100 | [diff] [blame] | 102 | bool IsDequantizeSupported(const TensorInfo& input, |
| 103 | const TensorInfo& output, |
| 104 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 105 | |
| Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 106 | bool IsDepthToSpaceSupported(const TensorInfo& input, |
| 107 | const TensorInfo& output, |
| 108 | const DepthToSpaceDescriptor& descriptor, |
| 109 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 110 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 111 | bool IsDepthwiseConvolutionSupported(const TensorInfo& input, |
| 112 | const TensorInfo& output, |
| 113 | const DepthwiseConvolution2dDescriptor& descriptor, |
| 114 | const TensorInfo& weights, |
| 115 | const Optional<TensorInfo>& biases, |
| 116 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 117 | |
| Pablo Tello | f0bd683 | 2019-04-26 17:58:13 +0100 | [diff] [blame] | 118 | 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&> reason = EmptyOptional()) const override; |
| 124 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 125 | bool IsDivisionSupported(const TensorInfo& input0, |
| 126 | const TensorInfo& input1, |
| 127 | const TensorInfo& output, |
| 128 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 129 | |
| josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 130 | bool IsElementwiseUnarySupported(const TensorInfo& input, |
| 131 | const TensorInfo& ouput, |
| 132 | const ElementwiseUnaryDescriptor& descriptor, |
| 133 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 134 | |
| Sadik Armagan | 66aecb0 | 2020-06-24 11:42:20 +0100 | [diff] [blame] | 135 | bool IsFillSupported(const TensorInfo& input, |
| 136 | const TensorInfo& output, |
| 137 | const FillDescriptor& descriptor, |
| 138 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 139 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 140 | bool IsFloorSupported(const TensorInfo& input, |
| 141 | const TensorInfo& output, |
| 142 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 143 | |
| 144 | bool IsFullyConnectedSupported(const TensorInfo& input, |
| 145 | const TensorInfo& output, |
| 146 | const TensorInfo& weights, |
| 147 | const TensorInfo& biases, |
| 148 | const FullyConnectedDescriptor& descriptor, |
| 149 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 150 | |
| Teresa Charlin | 989e2f6 | 2022-04-27 16:26:11 +0100 | [diff] [blame] | 151 | bool IsGatherNdSupported(const TensorInfo& input0, |
| 152 | const TensorInfo& input1, |
| 153 | const TensorInfo& output, |
| 154 | Optional<std::string&> reasonIfUnsupported) const; |
| 155 | |
| Teresa Charlin | 9ad2e5b | 2020-04-10 22:34:48 +0100 | [diff] [blame] | 156 | bool IsGatherSupported(const TensorInfo& input0, |
| 157 | const TensorInfo& input1, |
| 158 | const TensorInfo& output, |
| Teresa Charlin | 5266473 | 2020-06-29 16:27:03 +0100 | [diff] [blame] | 159 | const GatherDescriptor& descriptor, |
| Teresa Charlin | 9ad2e5b | 2020-04-10 22:34:48 +0100 | [diff] [blame] | 160 | Optional<std::string&> reasonIfUnsupported) const override; |
| 161 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 162 | bool IsInputSupported(const TensorInfo& input, |
| 163 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 164 | |
| Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 165 | bool IsInstanceNormalizationSupported(const TensorInfo& input, |
| 166 | const TensorInfo& output, |
| 167 | const InstanceNormalizationDescriptor& descriptor, |
| 168 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 169 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 170 | bool IsL2NormalizationSupported(const TensorInfo& input, |
| 171 | const TensorInfo& output, |
| 172 | const L2NormalizationDescriptor& descriptor, |
| 173 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 174 | |
| James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 175 | bool IsLogicalBinarySupported(const TensorInfo& input0, |
| 176 | const TensorInfo& input1, |
| 177 | const TensorInfo& output, |
| 178 | const LogicalBinaryDescriptor& descriptor, |
| 179 | Optional<std::string&> reasonIfUnsupported) const override; |
| 180 | |
| Teresa Charlin | 8398edc | 2020-07-20 14:23:02 +0100 | [diff] [blame] | 181 | bool IsLogSoftmaxSupported(const TensorInfo& input, |
| 182 | const TensorInfo& output, |
| 183 | const LogSoftmaxDescriptor& descriptor, |
| 184 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 185 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 186 | bool IsLstmSupported(const TensorInfo& input, |
| 187 | const TensorInfo& outputStateIn, |
| 188 | const TensorInfo& cellStateIn, |
| 189 | const TensorInfo& scratchBuffer, |
| 190 | const TensorInfo& outputStateOut, |
| 191 | const TensorInfo& cellStateOut, |
| 192 | const TensorInfo& output, |
| 193 | const LstmDescriptor& descriptor, |
| Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 194 | const LstmInputParamsInfo& paramsInfo, |
| 195 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 196 | |
| keidav01 | a959ee5 | 2018-12-19 10:04:58 +0000 | [diff] [blame] | 197 | bool IsMaximumSupported(const TensorInfo& input0, |
| 198 | const TensorInfo& input1, |
| 199 | const TensorInfo& output, |
| 200 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 201 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 202 | bool IsMeanSupported(const TensorInfo& input, |
| 203 | const TensorInfo& output, |
| 204 | const MeanDescriptor& descriptor, |
| 205 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 206 | |
| saoste01 | 9292aa3 | 2019-01-08 13:55:59 +0000 | [diff] [blame] | 207 | bool IsMinimumSupported(const TensorInfo& input0, |
| 208 | const TensorInfo& input1, |
| 209 | const TensorInfo& output, |
| 210 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 211 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 212 | bool IsMultiplicationSupported(const TensorInfo& input0, |
| 213 | const TensorInfo& input1, |
| 214 | const TensorInfo& output, |
| 215 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 216 | |
| 217 | bool IsNormalizationSupported(const TensorInfo& input, |
| 218 | const TensorInfo& output, |
| 219 | const NormalizationDescriptor& descriptor, |
| 220 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 221 | |
| 222 | bool IsOutputSupported(const TensorInfo& output, |
| 223 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 224 | |
| 225 | bool IsPadSupported(const TensorInfo& input, |
| 226 | const TensorInfo& output, |
| 227 | const PadDescriptor& descriptor, |
| 228 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 229 | |
| 230 | bool IsPermuteSupported(const TensorInfo& input, |
| 231 | const TensorInfo& output, |
| 232 | const PermuteDescriptor& descriptor, |
| 233 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 234 | |
| 235 | bool IsPooling2dSupported(const TensorInfo& input, |
| 236 | const TensorInfo& output, |
| 237 | const Pooling2dDescriptor& descriptor, |
| 238 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 239 | |
| Ryan OShea | bab8fa9 | 2022-03-09 10:29:02 +0000 | [diff] [blame] | 240 | bool IsPooling3dSupported(const TensorInfo& input, |
| 241 | const TensorInfo& output, |
| 242 | const Pooling3dDescriptor& descriptor, |
| 243 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 244 | |
| Nikhil Raj | 91e4c6d | 2019-07-05 12:22:58 +0100 | [diff] [blame] | 245 | bool IsPreluSupported(const TensorInfo& input, |
| 246 | const TensorInfo& alpha, |
| 247 | const TensorInfo& output, |
| 248 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 249 | |
| Ryan OShea | 2323af4 | 2020-05-13 16:36:19 +0100 | [diff] [blame] | 250 | bool IsQLstmSupported(const TensorInfo& input, |
| 251 | const TensorInfo& previousOutputIn, |
| 252 | const TensorInfo& previousCellStateIn, |
| 253 | const TensorInfo& outputStateOut, |
| 254 | const TensorInfo& cellStateOut, |
| 255 | const TensorInfo& output, |
| 256 | const QLstmDescriptor& descriptor, |
| 257 | const LstmInputParamsInfo& paramsInfo, |
| 258 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 259 | |
| Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 260 | bool IsQuantizedLstmSupported(const TensorInfo& input, |
| 261 | const TensorInfo& previousCellStateIn, |
| 262 | const TensorInfo& previousOutputIn, |
| 263 | const TensorInfo& cellStateOut, |
| 264 | const TensorInfo& output, |
| 265 | const QuantizedLstmInputParamsInfo& paramsInfo, |
| 266 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 267 | |
| Sadik Armagan | 20ec249 | 2019-05-31 09:09:44 +0100 | [diff] [blame] | 268 | bool IsQuantizeSupported(const TensorInfo& input, |
| 269 | const TensorInfo& output, |
| 270 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 271 | |
| Sadik Armagan | a274748 | 2021-02-09 10:28:54 +0000 | [diff] [blame] | 272 | bool IsReduceSupported(const TensorInfo& input, |
| 273 | const TensorInfo& output, |
| 274 | const ReduceDescriptor& descriptor, |
| 275 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 276 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 277 | bool IsReshapeSupported(const TensorInfo& input, |
| Kevin May | a023c40 | 2019-12-12 17:28:05 +0000 | [diff] [blame] | 278 | const TensorInfo& output, |
| Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 279 | const ReshapeDescriptor& descriptor, |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 280 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 281 | |
| Aron Virginas-Tar | 169d2f1 | 2019-07-01 19:01:44 +0100 | [diff] [blame] | 282 | bool IsResizeSupported(const TensorInfo& input, |
| 283 | const TensorInfo& output, |
| 284 | const ResizeDescriptor& descriptor, |
| 285 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 286 | |
| Aron Virginas-Tar | 94c4fef | 2019-11-25 15:37:08 +0000 | [diff] [blame] | 287 | bool IsSliceSupported(const TensorInfo& input, |
| 288 | const TensorInfo& output, |
| 289 | const SliceDescriptor& descriptor, |
| 290 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 291 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 292 | bool IsSoftmaxSupported(const TensorInfo& input, |
| 293 | const TensorInfo& output, |
| 294 | const SoftmaxDescriptor& descriptor, |
| 295 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 296 | |
| Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 297 | bool IsSpaceToBatchNdSupported(const TensorInfo& input, |
| 298 | const TensorInfo& output, |
| 299 | const SpaceToBatchNdDescriptor& descriptor, |
| 300 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 301 | |
| James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 302 | bool IsSpaceToDepthSupported(const TensorInfo& input, |
| 303 | const TensorInfo& output, |
| 304 | const SpaceToDepthDescriptor& descriptor, |
| 305 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 306 | |
| Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 307 | bool IsSplitterSupported(const TensorInfo& input, |
| 308 | const std::vector<std::reference_wrapper<TensorInfo>>& outputs, |
| 309 | const ViewsDescriptor& descriptor, |
| 310 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 311 | |
| Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 312 | bool IsStackSupported(const std::vector<const TensorInfo*>& inputs, |
| 313 | const TensorInfo& output, |
| 314 | const StackDescriptor& descriptor, |
| 315 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 316 | |
| keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 317 | bool IsStridedSliceSupported(const TensorInfo& input, |
| 318 | const TensorInfo& output, |
| 319 | const StridedSliceDescriptor& descriptor, |
| 320 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 321 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 322 | bool IsSubtractionSupported(const TensorInfo& input0, |
| 323 | const TensorInfo& input1, |
| 324 | const TensorInfo& output, |
| 325 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 326 | |
| 327 | bool IsTransposeConvolution2dSupported(const TensorInfo& input, |
| 328 | const TensorInfo& output, |
| 329 | const TransposeConvolution2dDescriptor& descriptor, |
| 330 | const TensorInfo& weights, |
| 331 | const Optional<TensorInfo>& biases, |
| 332 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 333 | |
| 334 | bool IsTransposeSupported(const TensorInfo& input, |
| 335 | const TensorInfo& output, |
| 336 | const TransposeDescriptor& descriptor, |
| 337 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 338 | |
| Cathal Corbett | 4952a3e | 2022-03-03 15:14:18 +0000 | [diff] [blame] | 339 | bool IsUnidirectionalSequenceLstmSupported(const TensorInfo& input, |
| 340 | const TensorInfo& outputStateIn, |
| 341 | const TensorInfo& cellStateIn, |
| Mike Kelly | 1299496 | 2022-04-21 11:57:09 +0100 | [diff] [blame] | 342 | const TensorInfo& outputStateOut, |
| 343 | const TensorInfo& cellStateOut, |
| Cathal Corbett | 4952a3e | 2022-03-03 15:14:18 +0000 | [diff] [blame] | 344 | const TensorInfo& output, |
| Cathal Corbett | 4952a3e | 2022-03-03 15:14:18 +0000 | [diff] [blame] | 345 | const UnidirectionalSequenceLstmDescriptor& descriptor, |
| 346 | const LstmInputParamsInfo& paramsInfo, |
| 347 | Optional<std::string&> reasonIfUnsupported) const override; |
| 348 | |
| Sadik Armagan | 045f6be | 2020-09-10 13:37:32 +0100 | [diff] [blame] | 349 | private: |
| 350 | const IBackendInternal::IBackendSpecificModelContextPtr m_ModelContextPtr; |
| 351 | |
| arovir01 | 4424b0a | 2018-10-04 10:46:04 +0100 | [diff] [blame] | 352 | }; |
| 353 | |
| Aron Virginas-Tar | bcf9f16 | 2018-10-15 11:47:37 +0100 | [diff] [blame] | 354 | } // namespace armnn |