| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. 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 | |
| Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 7 | #include <backendsCommon/LayerSupportBase.hpp> |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 8 | |
| 9 | namespace armnn |
| 10 | { |
| 11 | |
| Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 12 | class NeonLayerSupport : public LayerSupportBase |
| arovir01 | 4424b0a | 2018-10-04 10:46:04 +0100 | [diff] [blame] | 13 | { |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 14 | public: |
| josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame^] | 15 | ARMNN_DEPRECATED_MSG("Use IsElementwiseUnarySupported instead") |
| Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 16 | bool IsAbsSupported(const TensorInfo& input, |
| 17 | const TensorInfo& output, |
| 18 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 19 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 20 | 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 Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 30 | bool IsArgMinMaxSupported(const TensorInfo& input, |
| 31 | const TensorInfo& output, |
| 32 | const ArgMinMaxDescriptor& descriptor, |
| 33 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 34 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 35 | 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 | |
| Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 44 | bool IsComparisonSupported(const TensorInfo& input0, |
| 45 | const TensorInfo& input1, |
| 46 | const TensorInfo& output, |
| 47 | const ComparisonDescriptor& descriptor, |
| 48 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 49 | |
| Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 50 | bool IsConcatSupported(const std::vector<const TensorInfo*> inputs, |
| 51 | const TensorInfo& output, |
| Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 52 | const ConcatDescriptor& descriptor, |
| Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 53 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 54 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 55 | bool IsConstantSupported(const TensorInfo& output, |
| 56 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 57 | |
| 58 | bool IsConvertFp16ToFp32Supported(const TensorInfo& input, |
| 59 | const TensorInfo& output, |
| 60 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 61 | |
| 62 | bool IsConvertFp32ToFp16Supported(const TensorInfo& input, |
| 63 | const TensorInfo& output, |
| 64 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 65 | |
| 66 | bool IsConvolution2dSupported(const TensorInfo& input, |
| 67 | const TensorInfo& output, |
| 68 | const Convolution2dDescriptor& descriptor, |
| 69 | const TensorInfo& weights, |
| 70 | const Optional<TensorInfo>& biases, |
| 71 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 72 | |
| Aron Virginas-Tar | 2f00b74 | 2019-09-30 13:28:08 +0100 | [diff] [blame] | 73 | bool IsDepthToSpaceSupported(const TensorInfo& input, |
| 74 | const TensorInfo& output, |
| 75 | const DepthToSpaceDescriptor& descriptor, |
| 76 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 77 | |
| 78 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 79 | bool IsDepthwiseConvolutionSupported(const TensorInfo& input, |
| 80 | const TensorInfo& output, |
| 81 | const DepthwiseConvolution2dDescriptor& descriptor, |
| 82 | const TensorInfo& weights, |
| 83 | const Optional<TensorInfo>& biases, |
| 84 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 85 | |
| Narumol Prangnawarat | 01961a7 | 2019-05-30 16:47:12 +0100 | [diff] [blame] | 86 | bool IsDequantizeSupported(const TensorInfo& input, |
| 87 | const TensorInfo& output, |
| 88 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 89 | |
| Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 90 | bool IsDetectionPostProcessSupported(const TensorInfo& boxEncodings, |
| 91 | const TensorInfo& scores, |
| 92 | const TensorInfo& anchors, |
| 93 | const TensorInfo& detectionBoxes, |
| 94 | const TensorInfo& detectionClasses, |
| 95 | const TensorInfo& detectionScores, |
| 96 | const TensorInfo& numDetections, |
| 97 | const DetectionPostProcessDescriptor& descriptor, |
| 98 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 99 | |
| Pablo Tello | f0bd683 | 2019-04-26 17:58:13 +0100 | [diff] [blame] | 100 | 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 | |
| josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame^] | 107 | bool IsElementwiseUnarySupported(const TensorInfo& input, |
| 108 | const TensorInfo& output, |
| 109 | const ElementwiseUnaryDescriptor& descriptor, |
| 110 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 111 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 112 | bool IsFloorSupported(const TensorInfo& input, |
| 113 | const TensorInfo& output, |
| 114 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 115 | |
| 116 | bool IsFullyConnectedSupported(const TensorInfo& input, |
| 117 | const TensorInfo& output, |
| 118 | const TensorInfo& weights, |
| 119 | const TensorInfo& biases, |
| 120 | const FullyConnectedDescriptor& descriptor, |
| 121 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 122 | |
| Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 123 | ARMNN_DEPRECATED_MSG("Use IsComparisonSupported instead") |
| kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 124 | bool IsGreaterSupported(const TensorInfo& input0, |
| 125 | const TensorInfo& input1, |
| 126 | const TensorInfo& output, |
| 127 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 128 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 129 | bool IsInputSupported(const TensorInfo& input, |
| 130 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 131 | |
| Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 132 | bool IsInstanceNormalizationSupported(const TensorInfo& input, |
| 133 | const TensorInfo& output, |
| 134 | const InstanceNormalizationDescriptor& descriptor, |
| 135 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 136 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 137 | bool IsL2NormalizationSupported(const TensorInfo& input, |
| 138 | const TensorInfo& output, |
| 139 | const L2NormalizationDescriptor& descriptor, |
| 140 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 141 | |
| Jan Eilers | ad5293a | 2019-07-08 09:57:55 +0100 | [diff] [blame] | 142 | bool IsLstmSupported(const TensorInfo& input, |
| 143 | const TensorInfo& outputStateIn, |
| 144 | const TensorInfo& cellStateIn, |
| 145 | const TensorInfo& scratchBuffer, |
| 146 | const TensorInfo& outputStateOut, |
| 147 | const TensorInfo& cellStateOut, |
| 148 | const TensorInfo& output, |
| 149 | const LstmDescriptor& descriptor, |
| 150 | const LstmInputParamsInfo& paramsInfo, |
| 151 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 152 | |
| Nattapat Chaimanowong | 4e6597a | 2018-12-20 14:14:06 +0000 | [diff] [blame] | 153 | bool IsMaximumSupported(const TensorInfo& input0, |
| 154 | const TensorInfo& input1, |
| 155 | const TensorInfo& output, |
| 156 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 157 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 158 | bool IsMeanSupported(const TensorInfo& input, |
| 159 | const TensorInfo& output, |
| 160 | const MeanDescriptor& descriptor, |
| 161 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 162 | |
| Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 163 | ARMNN_DEPRECATED_MSG("Use IsConcatSupported instead") |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 164 | bool IsMergerSupported(const std::vector<const TensorInfo*> inputs, |
| Nikhil Raj | 8599a41 | 2018-11-19 14:51:07 +0000 | [diff] [blame] | 165 | const TensorInfo& output, |
| Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 166 | const MergerDescriptor& descriptor, |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 167 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 168 | |
| Conor Kennedy | 54b2169 | 2019-01-09 07:57:38 +0000 | [diff] [blame] | 169 | bool IsMinimumSupported(const TensorInfo& input0, |
| 170 | const TensorInfo& input1, |
| 171 | const TensorInfo& output, |
| 172 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 173 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 174 | bool IsMultiplicationSupported(const TensorInfo& input0, |
| 175 | const TensorInfo& input1, |
| 176 | const TensorInfo& output, |
| 177 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 178 | |
| 179 | bool IsNormalizationSupported(const TensorInfo& input, |
| 180 | const TensorInfo& output, |
| 181 | const NormalizationDescriptor& descriptor, |
| 182 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 183 | |
| 184 | bool IsOutputSupported(const TensorInfo& output, |
| 185 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 186 | |
| Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 187 | bool IsPadSupported(const TensorInfo& input, |
| 188 | const TensorInfo& output, |
| 189 | const PadDescriptor& descriptor, |
| 190 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 191 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 192 | bool IsPermuteSupported(const TensorInfo& input, |
| 193 | const TensorInfo& output, |
| 194 | const PermuteDescriptor& descriptor, |
| 195 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 196 | |
| 197 | bool IsPooling2dSupported(const TensorInfo& input, |
| 198 | const TensorInfo& output, |
| 199 | const Pooling2dDescriptor& descriptor, |
| 200 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 201 | |
| Nikhil Raj | 9b46148 | 2019-07-03 15:58:31 +0100 | [diff] [blame] | 202 | bool IsPreluSupported(const TensorInfo& input, |
| 203 | const TensorInfo& alpha, |
| 204 | const TensorInfo& output, |
| 205 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 206 | |
| Sadik Armagan | fabc289 | 2019-05-31 09:05:11 +0100 | [diff] [blame] | 207 | bool IsQuantizeSupported(const TensorInfo& input, |
| 208 | const TensorInfo& output, |
| 209 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 210 | |
| Francis Murtagh | 4fc3c48 | 2019-08-02 13:20:54 +0100 | [diff] [blame] | 211 | bool IsQuantizedLstmSupported(const TensorInfo& input, |
| 212 | const TensorInfo& cellStateIn, |
| 213 | const TensorInfo& outputStateIn, |
| 214 | const TensorInfo& cellStateOut, |
| 215 | const TensorInfo& outputStateOut, |
| 216 | const QuantizedLstmInputParamsInfo& paramsInfo, |
| 217 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 218 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 219 | bool IsReshapeSupported(const TensorInfo& input, |
| Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 220 | const ReshapeDescriptor& descriptor, |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 221 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 222 | |
| Aron Virginas-Tar | 169d2f1 | 2019-07-01 19:01:44 +0100 | [diff] [blame] | 223 | bool IsResizeSupported(const TensorInfo& input, |
| 224 | const TensorInfo& output, |
| 225 | const ResizeDescriptor& descriptor, |
| 226 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 227 | |
| 228 | ARMNN_DEPRECATED_MSG("Use IsResizeSupported instead") |
| Sadik Armagan | c625f00 | 2018-12-17 11:32:16 +0000 | [diff] [blame] | 229 | bool IsResizeBilinearSupported(const TensorInfo& input, |
| 230 | const TensorInfo& output, |
| 231 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 232 | |
| josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame^] | 233 | ARMNN_DEPRECATED_MSG("Use IsElementwiseUnarySupported instead") |
| Aron Virginas-Tar | 0dd3b43 | 2019-09-10 13:55:09 +0100 | [diff] [blame] | 234 | bool IsRsqrtSupported(const TensorInfo& input, |
| 235 | const TensorInfo& output, |
| 236 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 237 | |
| josh minor | 036f02d | 2019-11-15 14:53:22 -0600 | [diff] [blame] | 238 | bool IsSliceSupported(const TensorInfo& input, |
| 239 | const TensorInfo& output, |
| 240 | const SliceDescriptor& descriptor, |
| 241 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 242 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 243 | bool IsSoftmaxSupported(const TensorInfo& input, |
| 244 | const TensorInfo& output, |
| 245 | const SoftmaxDescriptor& descriptor, |
| 246 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 247 | |
| Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 248 | bool IsSpaceToDepthSupported(const TensorInfo& input, |
| 249 | const TensorInfo& output, |
| 250 | const SpaceToDepthDescriptor& descriptor, |
| 251 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 252 | |
| Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 253 | ARMNN_DEPRECATED_MSG("Use IsSplitterSupported with outputs instead") |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 254 | bool IsSplitterSupported(const TensorInfo& input, |
| 255 | const ViewsDescriptor& descriptor, |
| 256 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 257 | |
| Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 258 | bool IsSplitterSupported(const TensorInfo& input, |
| 259 | const std::vector<std::reference_wrapper<TensorInfo>>& outputs, |
| 260 | const ViewsDescriptor& descriptor, |
| 261 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 262 | |
| Matthew Jackson | 87f65ea | 2019-08-01 10:01:34 +0100 | [diff] [blame] | 263 | bool IsStackSupported(const std::vector<const TensorInfo*>& inputs, |
| 264 | const TensorInfo& output, |
| 265 | const StackDescriptor& descriptor, |
| 266 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 267 | |
| FinnWilliamsArm | 1fa1919 | 2019-08-02 17:26:31 +0100 | [diff] [blame] | 268 | bool IsStridedSliceSupported(const TensorInfo& input, |
| 269 | const TensorInfo& output, |
| 270 | const StridedSliceDescriptor& descriptor, |
| 271 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 272 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 273 | bool IsSubtractionSupported(const TensorInfo& input0, |
| 274 | const TensorInfo& input1, |
| 275 | const TensorInfo& output, |
| 276 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 277 | |
| 278 | bool IsTransposeConvolution2dSupported(const TensorInfo& input, |
| 279 | const TensorInfo& output, |
| 280 | const TransposeConvolution2dDescriptor& descriptor, |
| 281 | const TensorInfo& weights, |
| 282 | const Optional<TensorInfo>& biases, |
| 283 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 284 | |
| Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 285 | }; // class NeonLayerSupport |
| arovir01 | 4424b0a | 2018-10-04 10:46:04 +0100 | [diff] [blame] | 286 | |
| arovir01 | 7ff76c5 | 2018-10-09 09:40:58 +0100 | [diff] [blame] | 287 | } // namespace armnn |