| 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> |
| arovir01 | a682410 | 2018-08-28 17:40:45 +0100 | [diff] [blame] | 8 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 9 | namespace armnn |
| 10 | { |
| 11 | |
| Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 12 | class RefLayerSupport : public LayerSupportBase |
| arovir01 | 4424b0a | 2018-10-04 10:46:04 +0100 | [diff] [blame] | 13 | { |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 14 | public: |
| Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 15 | bool IsAbsSupported(const TensorInfo& input, |
| 16 | const TensorInfo& output, |
| 17 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 18 | |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 19 | bool IsActivationSupported(const TensorInfo& input, |
| 20 | const TensorInfo& output, |
| 21 | const ActivationDescriptor& descriptor, |
| 22 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 23 | |
| 24 | bool IsAdditionSupported(const TensorInfo& input0, |
| 25 | const TensorInfo& input1, |
| 26 | const TensorInfo& output, |
| 27 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 28 | |
| 29 | bool IsBatchNormalizationSupported(const TensorInfo& input, |
| 30 | const TensorInfo& output, |
| 31 | const TensorInfo& mean, |
| 32 | const TensorInfo& var, |
| 33 | const TensorInfo& beta, |
| 34 | const TensorInfo& gamma, |
| 35 | const BatchNormalizationDescriptor& descriptor, |
| 36 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 37 | |
| Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 38 | bool IsBatchToSpaceNdSupported(const TensorInfo& input, |
| 39 | const TensorInfo& output, |
| 40 | const BatchToSpaceNdDescriptor& descriptor, |
| 41 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 42 | |
| Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 43 | bool IsConcatSupported(const std::vector<const TensorInfo*> inputs, |
| 44 | const TensorInfo& output, |
| Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 45 | const ConcatDescriptor& descriptor, |
| Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 46 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 47 | |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 48 | bool IsConstantSupported(const TensorInfo& output, |
| 49 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 50 | |
| 51 | bool IsConvertFp16ToFp32Supported(const TensorInfo& input, |
| 52 | const TensorInfo& output, |
| 53 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 54 | |
| 55 | bool IsConvertFp32ToFp16Supported(const TensorInfo& input, |
| 56 | const TensorInfo& output, |
| 57 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 58 | |
| 59 | bool IsConvolution2dSupported(const TensorInfo& input, |
| 60 | const TensorInfo& output, |
| 61 | const Convolution2dDescriptor& descriptor, |
| 62 | const TensorInfo& weights, |
| 63 | const Optional<TensorInfo>& biases, |
| 64 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 65 | |
| Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 66 | bool IsDebugSupported(const TensorInfo& input, |
| 67 | const TensorInfo& output, |
| Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 68 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 69 | |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 70 | bool IsDepthwiseConvolutionSupported(const TensorInfo& input, |
| 71 | const TensorInfo& output, |
| 72 | const DepthwiseConvolution2dDescriptor& descriptor, |
| 73 | const TensorInfo& weights, |
| 74 | const Optional<TensorInfo>& biases, |
| 75 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 76 | |
| Nattapat Chaimanowong | 8a54ac0 | 2019-03-29 15:25:04 +0000 | [diff] [blame] | 77 | bool IsDequantizeSupported(const TensorInfo& input, |
| 78 | const TensorInfo& output, |
| 79 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 80 | |
| Narumol Prangnawarat | bc67cef | 2019-01-31 15:31:54 +0000 | [diff] [blame] | 81 | bool IsDetectionPostProcessSupported(const TensorInfo& input0, |
| 82 | const TensorInfo& input1, |
| 83 | const DetectionPostProcessDescriptor& descriptor, |
| 84 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 85 | |
| Pablo Tello | f0bd683 | 2019-04-26 17:58:13 +0100 | [diff] [blame] | 86 | bool IsDilatedDepthwiseConvolutionSupported(const TensorInfo& input, |
| 87 | const TensorInfo& output, |
| 88 | const DepthwiseConvolution2dDescriptor& descriptor, |
| 89 | const TensorInfo& weights, |
| 90 | const Optional<TensorInfo>& biases, |
| 91 | Optional<std::string&> reasonIfUnsupported = |
| 92 | EmptyOptional()) const override; |
| 93 | |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 94 | bool IsDivisionSupported(const TensorInfo& input0, |
| 95 | const TensorInfo& input1, |
| 96 | const TensorInfo& output, |
| 97 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 98 | |
| FrancisMurtagh | 30cdfca | 2018-12-18 12:57:35 +0000 | [diff] [blame] | 99 | bool IsEqualSupported(const TensorInfo& input0, |
| 100 | const TensorInfo& input1, |
| 101 | const TensorInfo& output, |
| 102 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 103 | |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 104 | bool IsFakeQuantizationSupported(const TensorInfo& input, |
| 105 | const FakeQuantizationDescriptor& descriptor, |
| 106 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 107 | |
| 108 | bool IsFloorSupported(const TensorInfo& input, |
| 109 | const TensorInfo& output, |
| 110 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 111 | |
| 112 | bool IsFullyConnectedSupported(const TensorInfo& input, |
| 113 | const TensorInfo& output, |
| 114 | const TensorInfo& weights, |
| 115 | const TensorInfo& biases, |
| 116 | const FullyConnectedDescriptor& descriptor, |
| 117 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 118 | |
| narpra01 | 4951d84 | 2019-01-18 16:53:53 +0000 | [diff] [blame] | 119 | bool IsGatherSupported(const TensorInfo& input0, |
| 120 | const TensorInfo& input1, |
| 121 | const TensorInfo& output, |
| 122 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 123 | |
| FrancisMurtagh | 878f023 | 2018-12-19 10:56:15 +0000 | [diff] [blame] | 124 | bool IsGreaterSupported(const TensorInfo& input0, |
| 125 | const TensorInfo& input1, |
| Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 126 | const TensorInfo& output, |
| FrancisMurtagh | 878f023 | 2018-12-19 10:56:15 +0000 | [diff] [blame] | 127 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 128 | |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 129 | bool IsInputSupported(const TensorInfo& input, |
| 130 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 131 | |
| 132 | bool IsL2NormalizationSupported(const TensorInfo& input, |
| 133 | const TensorInfo& output, |
| 134 | const L2NormalizationDescriptor& descriptor, |
| 135 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 136 | |
| 137 | bool IsLstmSupported(const TensorInfo& input, |
| 138 | const TensorInfo& outputStateIn, |
| 139 | const TensorInfo& cellStateIn, |
| 140 | const TensorInfo& scratchBuffer, |
| 141 | const TensorInfo& outputStateOut, |
| 142 | const TensorInfo& cellStateOut, |
| 143 | const TensorInfo& output, |
| 144 | const LstmDescriptor& descriptor, |
| Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 145 | const LstmInputParamsInfo& paramsInfo, |
| 146 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 147 | |
| saoste01 | 2df12b3 | 2018-11-28 16:57:20 +0000 | [diff] [blame] | 148 | bool IsMaximumSupported(const TensorInfo& input0, |
| 149 | const TensorInfo& input1, |
| 150 | const TensorInfo& output, |
| 151 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 152 | |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 153 | bool IsMeanSupported(const TensorInfo& input, |
| 154 | const TensorInfo& output, |
| 155 | const MeanDescriptor& descriptor, |
| 156 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 157 | |
| Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 158 | ARMNN_DEPRECATED_MSG("Use IsConcatSupported instead") |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 159 | bool IsMergerSupported(const std::vector<const TensorInfo*> inputs, |
| Nikhil Raj | 8599a41 | 2018-11-19 14:51:07 +0000 | [diff] [blame] | 160 | const TensorInfo& output, |
| Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 161 | const MergerDescriptor& descriptor, |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 162 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 163 | |
| Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 164 | bool IsMemCopySupported(const TensorInfo& input, |
| 165 | const TensorInfo& output, |
| 166 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 167 | |
| Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 168 | bool IsMinimumSupported(const TensorInfo& input0, |
| 169 | const TensorInfo& input1, |
| 170 | const TensorInfo& output, |
| 171 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 172 | |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 173 | bool IsMultiplicationSupported(const TensorInfo& input0, |
| 174 | const TensorInfo& input1, |
| 175 | const TensorInfo& output, |
| 176 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 177 | |
| 178 | bool IsNormalizationSupported(const TensorInfo& input, |
| 179 | const TensorInfo& output, |
| 180 | const NormalizationDescriptor& descriptor, |
| 181 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 182 | |
| 183 | bool IsOutputSupported(const TensorInfo& output, |
| 184 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 185 | |
| 186 | bool IsPadSupported(const TensorInfo& input, |
| 187 | const TensorInfo& output, |
| 188 | const PadDescriptor& descriptor, |
| 189 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 190 | |
| 191 | bool IsPermuteSupported(const TensorInfo& input, |
| 192 | const TensorInfo& output, |
| 193 | const PermuteDescriptor& descriptor, |
| 194 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 195 | |
| 196 | bool IsPooling2dSupported(const TensorInfo& input, |
| 197 | const TensorInfo& output, |
| 198 | const Pooling2dDescriptor& descriptor, |
| 199 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 200 | |
| Derek Lamberti | 5f400d6 | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 201 | bool IsQuantizeSupported(const TensorInfo& input, |
| 202 | const TensorInfo& output, |
| 203 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 204 | |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 205 | bool IsReshapeSupported(const TensorInfo& input, |
| Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 206 | const ReshapeDescriptor& descriptor, |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 207 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 208 | |
| 209 | bool IsResizeBilinearSupported(const TensorInfo& input, |
| Sadik Armagan | c625f00 | 2018-12-17 11:32:16 +0000 | [diff] [blame] | 210 | const TensorInfo& output, |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 211 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 212 | |
| Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 213 | bool IsResizeSupported(const TensorInfo& input, |
| 214 | const TensorInfo& output, |
| 215 | const ResizeDescriptor& descriptor, |
| 216 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 217 | |
| Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 218 | bool IsRsqrtSupported(const TensorInfo& input, |
| 219 | const TensorInfo& output, |
| 220 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 221 | |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 222 | bool IsSoftmaxSupported(const TensorInfo& input, |
| 223 | const TensorInfo& output, |
| 224 | const SoftmaxDescriptor& descriptor, |
| 225 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 226 | |
| Nattapat Chaimanowong | 3ea76d5 | 2018-11-09 14:10:38 +0000 | [diff] [blame] | 227 | bool IsSpaceToBatchNdSupported(const TensorInfo& input, |
| 228 | const TensorInfo& output, |
| 229 | const SpaceToBatchNdDescriptor& descriptor, |
| 230 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 231 | |
| Keith Davis | a57eccb | 2019-06-14 17:33:22 +0100 | [diff] [blame] | 232 | bool IsSpaceToDepthSupported(const TensorInfo& input, |
| 233 | const TensorInfo& output, |
| 234 | const SpaceToDepthDescriptor& descriptor, |
| 235 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) |
| 236 | const override; |
| 237 | |
| Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 238 | ARMNN_DEPRECATED_MSG("Use IsSplitterSupported with outputs instead") |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 239 | bool IsSplitterSupported(const TensorInfo& input, |
| 240 | const ViewsDescriptor& descriptor, |
| 241 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 242 | |
| Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 243 | bool IsSplitterSupported(const TensorInfo& input, |
| 244 | const std::vector<std::reference_wrapper<TensorInfo>>& outputs, |
| 245 | const ViewsDescriptor& descriptor, |
| 246 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 247 | |
| Matthew Jackson | 81e601c | 2019-07-11 12:07:09 +0100 | [diff] [blame] | 248 | bool IsStackSupported(const std::vector<const TensorInfo*>& inputs, |
| 249 | const TensorInfo& output, |
| 250 | const StackDescriptor& descriptor, |
| 251 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 252 | |
| Nattapat Chaimanowong | 1216b58 | 2018-11-23 15:33:41 +0000 | [diff] [blame] | 253 | bool IsStridedSliceSupported(const TensorInfo& input, |
| 254 | const TensorInfo& output, |
| 255 | const StridedSliceDescriptor& descriptor, |
| 256 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 257 | |
| arovir01 | 1c7c81b | 2018-10-08 11:34:28 +0100 | [diff] [blame] | 258 | bool IsSubtractionSupported(const TensorInfo& input0, |
| 259 | const TensorInfo& input1, |
| 260 | const TensorInfo& output, |
| 261 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| Matteo Martincigh | ab9e525 | 2019-06-13 17:27:46 +0100 | [diff] [blame] | 262 | |
| 263 | bool IsPreluSupported(const TensorInfo& input, |
| 264 | const TensorInfo& alpha, |
| 265 | const TensorInfo& output, |
| 266 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 267 | |
| 268 | bool IsTransposeConvolution2dSupported( |
| 269 | const TensorInfo& input, |
| 270 | const TensorInfo& output, |
| 271 | const TransposeConvolution2dDescriptor& descriptor, |
| 272 | const TensorInfo& weights, |
| 273 | const Optional<TensorInfo>& biases, |
| 274 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| arovir01 | 4424b0a | 2018-10-04 10:46:04 +0100 | [diff] [blame] | 275 | }; |
| 276 | |
| Aron Virginas-Tar | b5acbb7 | 2018-10-15 11:11:51 +0100 | [diff] [blame] | 277 | } // namespace armnn |