| 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 | { |
| arovir01 | 4424b0a | 2018-10-04 10:46:04 +0100 | [diff] [blame] | 11 | |
| Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 12 | class ClLayerSupport : public LayerSupportBase |
| arovir01 | 4424b0a | 2018-10-04 10:46:04 +0100 | [diff] [blame] | 13 | { |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 14 | public: |
| 15 | bool IsActivationSupported(const TensorInfo& input, |
| 16 | const TensorInfo& output, |
| 17 | const ActivationDescriptor& descriptor, |
| 18 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 19 | |
| 20 | bool IsAdditionSupported(const TensorInfo& input0, |
| 21 | const TensorInfo& input1, |
| 22 | const TensorInfo& output, |
| 23 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 24 | |
| 25 | bool IsBatchNormalizationSupported(const TensorInfo& input, |
| 26 | const TensorInfo& output, |
| 27 | const TensorInfo& mean, |
| 28 | const TensorInfo& var, |
| 29 | const TensorInfo& beta, |
| 30 | const TensorInfo& gamma, |
| 31 | const BatchNormalizationDescriptor& descriptor, |
| 32 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 33 | |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 34 | bool IsBatchToSpaceNdSupported(const TensorInfo& input, |
| 35 | const TensorInfo& output, |
| 36 | const BatchToSpaceNdDescriptor& descriptor, |
| 37 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 38 | |
| Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 39 | bool IsConcatSupported(const std::vector<const TensorInfo*> inputs, |
| 40 | const TensorInfo& output, |
| Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 41 | const ConcatDescriptor& descriptor, |
| Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 42 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 43 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 44 | bool IsConstantSupported(const TensorInfo& output, |
| 45 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 46 | |
| 47 | bool IsConvertFp16ToFp32Supported(const TensorInfo& input, |
| 48 | const TensorInfo& output, |
| 49 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 50 | |
| 51 | bool IsConvertFp32ToFp16Supported(const TensorInfo& input, |
| 52 | const TensorInfo& output, |
| 53 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 54 | |
| 55 | bool IsConvolution2dSupported(const TensorInfo& input, |
| 56 | const TensorInfo& output, |
| 57 | const Convolution2dDescriptor& descriptor, |
| 58 | const TensorInfo& weights, |
| 59 | const Optional<TensorInfo>& biases, |
| 60 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 61 | |
| Jim Flynn | 983daec | 2019-05-29 16:20:16 +0100 | [diff] [blame] | 62 | bool IsDequantizeSupported(const TensorInfo& input, |
| 63 | const TensorInfo& output, |
| 64 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 65 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 66 | bool IsDepthwiseConvolutionSupported(const TensorInfo& input, |
| 67 | const TensorInfo& output, |
| 68 | const DepthwiseConvolution2dDescriptor& descriptor, |
| 69 | const TensorInfo& weights, |
| 70 | const Optional<TensorInfo>& biases, |
| 71 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 72 | |
| Pablo Tello | f0bd683 | 2019-04-26 17:58:13 +0100 | [diff] [blame] | 73 | bool IsDilatedDepthwiseConvolutionSupported(const TensorInfo& input, |
| 74 | const TensorInfo& output, |
| 75 | const DepthwiseConvolution2dDescriptor& descriptor, |
| 76 | const TensorInfo& weights, |
| 77 | const Optional<TensorInfo>& biases, |
| 78 | Optional<std::string&> reason = EmptyOptional()) const override; |
| 79 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 80 | bool IsDivisionSupported(const TensorInfo& input0, |
| 81 | const TensorInfo& input1, |
| 82 | const TensorInfo& output, |
| 83 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 84 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 85 | bool IsFloorSupported(const TensorInfo& input, |
| 86 | const TensorInfo& output, |
| 87 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 88 | |
| 89 | bool IsFullyConnectedSupported(const TensorInfo& input, |
| 90 | const TensorInfo& output, |
| 91 | const TensorInfo& weights, |
| 92 | const TensorInfo& biases, |
| 93 | const FullyConnectedDescriptor& descriptor, |
| 94 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 95 | |
| Nattapat Chaimanowong | c6a41ff | 2019-01-29 09:56:02 +0000 | [diff] [blame] | 96 | bool IsGreaterSupported(const TensorInfo& input0, |
| 97 | const TensorInfo& input1, |
| 98 | const TensorInfo& ouput, |
| 99 | Optional<std::string&> reasonIfUnsupported) const override; |
| 100 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 101 | bool IsInputSupported(const TensorInfo& input, |
| 102 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 103 | |
| 104 | bool IsL2NormalizationSupported(const TensorInfo& input, |
| 105 | const TensorInfo& output, |
| 106 | const L2NormalizationDescriptor& descriptor, |
| 107 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 108 | |
| 109 | bool IsLstmSupported(const TensorInfo& input, |
| 110 | const TensorInfo& outputStateIn, |
| 111 | const TensorInfo& cellStateIn, |
| 112 | const TensorInfo& scratchBuffer, |
| 113 | const TensorInfo& outputStateOut, |
| 114 | const TensorInfo& cellStateOut, |
| 115 | const TensorInfo& output, |
| 116 | const LstmDescriptor& descriptor, |
| 117 | const TensorInfo& inputToForgetWeights, |
| 118 | const TensorInfo& inputToCellWeights, |
| 119 | const TensorInfo& inputToOutputWeights, |
| 120 | const TensorInfo& recurrentToForgetWeights, |
| 121 | const TensorInfo& recurrentToCellWeights, |
| 122 | const TensorInfo& recurrentToOutputWeights, |
| 123 | const TensorInfo& forgetGateBias, |
| 124 | const TensorInfo& cellBias, |
| 125 | const TensorInfo& outputGateBias, |
| 126 | const TensorInfo* inputToInputWeights, |
| 127 | const TensorInfo* recurrentToInputWeights, |
| 128 | const TensorInfo* cellToInputWeights, |
| 129 | const TensorInfo* inputGateBias, |
| 130 | const TensorInfo* projectionWeights, |
| 131 | const TensorInfo* projectionBias, |
| 132 | const TensorInfo* cellToForgetWeights, |
| 133 | const TensorInfo* cellToOutputWeights, |
| Jan Eilers | 38e05bd | 2019-06-26 13:10:09 +0100 | [diff] [blame] | 134 | Optional<std::string&> reasonIfUnsupported = EmptyOptional(), |
| 135 | const TensorInfo* inputLayerNormWeights = nullptr, |
| 136 | const TensorInfo* forgetLayerNormWeights = nullptr, |
| 137 | const TensorInfo* cellLayerNormWeights = nullptr, |
| 138 | const TensorInfo* outputLayerNormWeights = nullptr) const override; |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 139 | |
| keidav01 | a959ee5 | 2018-12-19 10:04:58 +0000 | [diff] [blame] | 140 | bool IsMaximumSupported(const TensorInfo& input0, |
| 141 | const TensorInfo& input1, |
| 142 | const TensorInfo& output, |
| 143 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 144 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 145 | bool IsMeanSupported(const TensorInfo& input, |
| 146 | const TensorInfo& output, |
| 147 | const MeanDescriptor& descriptor, |
| 148 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 149 | |
| Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 150 | bool IsMemCopySupported(const TensorInfo& input, |
| 151 | const TensorInfo& output, |
| 152 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 153 | |
| Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 154 | ARMNN_DEPRECATED_MSG("Use IsConcatSupported instead") |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 155 | bool IsMergerSupported(const std::vector<const TensorInfo*> inputs, |
| Nikhil Raj | 8599a41 | 2018-11-19 14:51:07 +0000 | [diff] [blame] | 156 | const TensorInfo& output, |
| Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 157 | const MergerDescriptor& descriptor, |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 158 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 159 | |
| saoste01 | 9292aa3 | 2019-01-08 13:55:59 +0000 | [diff] [blame] | 160 | bool IsMinimumSupported(const TensorInfo& input0, |
| 161 | const TensorInfo& input1, |
| 162 | const TensorInfo& output, |
| 163 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 164 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 165 | bool IsMultiplicationSupported(const TensorInfo& input0, |
| 166 | const TensorInfo& input1, |
| 167 | const TensorInfo& output, |
| 168 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 169 | |
| 170 | bool IsNormalizationSupported(const TensorInfo& input, |
| 171 | const TensorInfo& output, |
| 172 | const NormalizationDescriptor& descriptor, |
| 173 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 174 | |
| 175 | bool IsOutputSupported(const TensorInfo& output, |
| 176 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 177 | |
| 178 | bool IsPadSupported(const TensorInfo& input, |
| 179 | const TensorInfo& output, |
| 180 | const PadDescriptor& descriptor, |
| 181 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 182 | |
| 183 | bool IsPermuteSupported(const TensorInfo& input, |
| 184 | const TensorInfo& output, |
| 185 | const PermuteDescriptor& descriptor, |
| 186 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 187 | |
| 188 | bool IsPooling2dSupported(const TensorInfo& input, |
| 189 | const TensorInfo& output, |
| 190 | const Pooling2dDescriptor& descriptor, |
| 191 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 192 | |
| Nikhil Raj | 91e4c6d | 2019-07-05 12:22:58 +0100 | [diff] [blame] | 193 | bool IsPreluSupported(const TensorInfo& input, |
| 194 | const TensorInfo& alpha, |
| 195 | const TensorInfo& output, |
| 196 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 197 | |
| Sadik Armagan | 20ec249 | 2019-05-31 09:09:44 +0100 | [diff] [blame] | 198 | bool IsQuantizeSupported(const TensorInfo& input, |
| 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 IsReshapeSupported(const TensorInfo& input, |
| Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 203 | const ReshapeDescriptor& descriptor, |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 204 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 205 | |
| Aron Virginas-Tar | 169d2f1 | 2019-07-01 19:01:44 +0100 | [diff] [blame] | 206 | bool IsResizeSupported(const TensorInfo& input, |
| 207 | const TensorInfo& output, |
| 208 | const ResizeDescriptor& descriptor, |
| 209 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 210 | |
| 211 | ARMNN_DEPRECATED_MSG("Use IsResizeSupported instead") |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 212 | bool IsResizeBilinearSupported(const TensorInfo& input, |
| Sadik Armagan | c625f00 | 2018-12-17 11:32:16 +0000 | [diff] [blame] | 213 | const TensorInfo& output, |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 214 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 215 | |
| 216 | bool IsSoftmaxSupported(const TensorInfo& input, |
| 217 | const TensorInfo& output, |
| 218 | const SoftmaxDescriptor& descriptor, |
| 219 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 220 | |
| Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 221 | bool IsSpaceToBatchNdSupported(const TensorInfo& input, |
| 222 | const TensorInfo& output, |
| 223 | const SpaceToBatchNdDescriptor& descriptor, |
| 224 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 225 | |
| James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame^] | 226 | bool IsSpaceToDepthSupported(const TensorInfo& input, |
| 227 | const TensorInfo& output, |
| 228 | const SpaceToDepthDescriptor& descriptor, |
| 229 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 230 | |
| Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 231 | ARMNN_DEPRECATED_MSG("Use IsSplitterSupported with outputs instead") |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 232 | bool IsSplitterSupported(const TensorInfo& input, |
| 233 | const ViewsDescriptor& descriptor, |
| 234 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 235 | |
| Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 236 | bool IsSplitterSupported(const TensorInfo& input, |
| 237 | const std::vector<std::reference_wrapper<TensorInfo>>& outputs, |
| 238 | const ViewsDescriptor& descriptor, |
| 239 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 240 | |
| keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 241 | bool IsStridedSliceSupported(const TensorInfo& input, |
| 242 | const TensorInfo& output, |
| 243 | const StridedSliceDescriptor& descriptor, |
| 244 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| 245 | |
| arovir01 | 7c22c70 | 2018-10-09 11:16:46 +0100 | [diff] [blame] | 246 | bool IsSubtractionSupported(const TensorInfo& input0, |
| 247 | const TensorInfo& input1, |
| 248 | const TensorInfo& output, |
| 249 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 250 | |
| 251 | bool IsTransposeConvolution2dSupported(const TensorInfo& input, |
| 252 | const TensorInfo& output, |
| 253 | const TransposeConvolution2dDescriptor& descriptor, |
| 254 | const TensorInfo& weights, |
| 255 | const Optional<TensorInfo>& biases, |
| 256 | Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; |
| arovir01 | 4424b0a | 2018-10-04 10:46:04 +0100 | [diff] [blame] | 257 | }; |
| 258 | |
| Aron Virginas-Tar | bcf9f16 | 2018-10-15 11:47:37 +0100 | [diff] [blame] | 259 | } // namespace armnn |