Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 1 | /* |
Jakub Sujak | 667e82f | 2023-11-07 22:39:30 +0000 | [diff] [blame] | 2 | * Copyright (c) 2021-2023 Arm Limited. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
Jakub Sujak | 667e82f | 2023-11-07 22:39:30 +0000 | [diff] [blame] | 24 | #ifndef ACL_ARM_COMPUTE_RUNTIME_OPERATORLIST_H |
| 25 | #define ACL_ARM_COMPUTE_RUNTIME_OPERATORLIST_H |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 26 | |
| 27 | /** ActivationLayer |
| 28 | * |
| 29 | * Description: |
| 30 | * Function to simulate an activation layer with the specified activation function. |
| 31 | * |
| 32 | * Equivalent Android NNAPI Op: |
| 33 | * ANEURALNETWORKS_ELU |
| 34 | * ANEURALNETWORKS_HARD_SWISH |
| 35 | * ANEURALNETWORKS_LOGISTIC |
| 36 | * ANEURALNETWORKS_RELU |
| 37 | * ANEURALNETWORKS_RELU1 |
| 38 | * ANEURALNETWORKS_RELU6 |
| 39 | * ANEURALNETWORKS_TANH |
| 40 | * |
| 41 | */ |
| 42 | |
Jakub Sujak | 667e82f | 2023-11-07 22:39:30 +0000 | [diff] [blame] | 43 | /** AddMulAdd |
| 44 | * |
| 45 | * Description: |
| 46 | * Performs a fused Add + Mul + Add [+ Relu-based-Activation] operation. |
| 47 | * |
| 48 | * Equivalent Android NNAPI Op: |
| 49 | * n/a |
| 50 | * |
| 51 | */ |
| 52 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 53 | /** ArgMinMaxLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 54 | * |
| 55 | * Description: |
| 56 | * Function to calculate the index of the minimum or maximum values in a tensor based on an axis. |
| 57 | * |
| 58 | * Equivalent Android NNAPI Op: |
| 59 | * ANEURALNETWORKS_ARGMAX |
| 60 | * ANEURALNETWORKS_ARGMIN |
| 61 | * |
| 62 | */ |
| 63 | |
Sheri Zhang | 6124ce6 | 2021-05-04 14:03:13 +0100 | [diff] [blame] | 64 | /** ArithmeticAddition |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 65 | * |
| 66 | * Description: |
| 67 | * Function to add 2 tensors. |
| 68 | * |
| 69 | * Equivalent Android NNAPI Op: |
| 70 | * ANEURALNETWORKS_ADD |
| 71 | * |
| 72 | */ |
| 73 | |
Sheri Zhang | 6124ce6 | 2021-05-04 14:03:13 +0100 | [diff] [blame] | 74 | /** ArithmeticSubtraction |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 75 | * |
| 76 | * Description: |
| 77 | * Function to substract 2 tensors. |
| 78 | * |
| 79 | * Equivalent Android NNAPI Op: |
| 80 | * ANEURALNETWORKS_SUB |
| 81 | * |
| 82 | */ |
| 83 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 84 | /** BatchNormalizationLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 85 | * |
| 86 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 87 | * Function to perform batch normalization. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 88 | * |
| 89 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 90 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 91 | * |
| 92 | */ |
| 93 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 94 | /** BatchToSpaceLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 95 | * |
| 96 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 97 | * Batch to space transformation. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 98 | * |
| 99 | * Equivalent Android NNAPI Op: |
| 100 | * ANEURALNETWORKS_BATCH_TO_SPACE_ND |
| 101 | * |
| 102 | */ |
| 103 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 104 | /** BitwiseAnd |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 105 | * |
| 106 | * Description: |
Jakub Sujak | ee301b3 | 2021-06-04 09:46:08 +0100 | [diff] [blame] | 107 | * Function to perform bitwise AND between 2 tensors. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 108 | * |
| 109 | * Equivalent Android NNAPI Op: |
| 110 | * ANEURALNETWORKS_LOGICAL_AND |
| 111 | * |
| 112 | */ |
| 113 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 114 | /** BitwiseNot |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 115 | * |
| 116 | * Description: |
Jakub Sujak | ee301b3 | 2021-06-04 09:46:08 +0100 | [diff] [blame] | 117 | * Function to perform bitwise NOT. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 118 | * |
| 119 | * Equivalent Android NNAPI Op: |
| 120 | * ANEURALNETWORKS_LOGICAL_NOT |
| 121 | * |
| 122 | */ |
| 123 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 124 | /** BitwiseOr |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 125 | * |
| 126 | * Description: |
Jakub Sujak | ee301b3 | 2021-06-04 09:46:08 +0100 | [diff] [blame] | 127 | * Function to perform bitwise OR between 2 tensors. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 128 | * |
| 129 | * Equivalent Android NNAPI Op: |
| 130 | * ANEURALNETWORKS_LOGICAL_OR |
| 131 | * |
| 132 | */ |
| 133 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 134 | /** BitwiseXor |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 135 | * |
| 136 | * Description: |
Jakub Sujak | ee301b3 | 2021-06-04 09:46:08 +0100 | [diff] [blame] | 137 | * Function to perform bitwise XOR between 2 tensors. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 138 | * |
| 139 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 140 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 141 | * |
| 142 | */ |
| 143 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 144 | /** BoundingBoxTransform |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 145 | * |
| 146 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 147 | * Transform proposal bounding boxes to target bounding box using bounding box deltas. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 148 | * |
| 149 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 150 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 151 | * |
| 152 | */ |
| 153 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 154 | /** Cast |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 155 | * |
| 156 | * Description: |
| 157 | * Function to cast a tensor. |
| 158 | * |
| 159 | * Equivalent Android NNAPI Op: |
| 160 | * ANEURALNETWORKS_CAST |
| 161 | * |
| 162 | */ |
| 163 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 164 | /** ChannelShuffleLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 165 | * |
| 166 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 167 | * Function to shuffle the channels of the input tensor. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 168 | * |
| 169 | * Equivalent Android NNAPI Op: |
| 170 | * ANEURALNETWORKS_CHANNEL_SHUFFLE |
| 171 | * |
| 172 | */ |
| 173 | |
Sheri Zhang | 6124ce6 | 2021-05-04 14:03:13 +0100 | [diff] [blame] | 174 | /** Comparison |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 175 | * |
| 176 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 177 | * Function to compare 2 tensors. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 178 | * |
| 179 | * Equivalent Android NNAPI Op: |
| 180 | * ANEURALNETWORKS_EQUAL |
| 181 | * ANEURALNETWORKS_GREATER |
| 182 | * ANEURALNETWORKS_GREATER_EQUAL |
| 183 | * ANEURALNETWORKS_LESS |
| 184 | * ANEURALNETWORKS_LESS_EQUAL |
| 185 | * ANEURALNETWORKS_NOT_EQUAL |
| 186 | * |
| 187 | */ |
| 188 | |
| 189 | /** ConcatenateLayer |
| 190 | * |
| 191 | * Description: |
| 192 | * Function to concatenate tensors along a given axis. |
| 193 | * |
| 194 | * Equivalent Android NNAPI Op: |
| 195 | * ANEURALNETWORKS_CONCATENATION |
| 196 | * |
| 197 | */ |
| 198 | |
| 199 | /** ConvertFullyConnectedWeights |
| 200 | * |
| 201 | * Description: |
Jakub Sujak | ee301b3 | 2021-06-04 09:46:08 +0100 | [diff] [blame] | 202 | * Function to transpose the weights for the fully connected layer. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 203 | * |
| 204 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 205 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 206 | * |
| 207 | */ |
| 208 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 209 | /** ConvolutionLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 210 | * |
| 211 | * Description: |
| 212 | * Function to compute a convolution layer. |
| 213 | * |
| 214 | * Equivalent Android NNAPI Op: |
| 215 | * ANEURALNETWORKS_CONV_2D |
| 216 | * |
| 217 | */ |
| 218 | |
Sheri Zhang | 6d9c982 | 2021-09-24 16:02:57 +0100 | [diff] [blame] | 219 | /** Conv3D |
| 220 | * |
| 221 | * Description: |
| 222 | * Function to compute a 3d convolution layer. |
| 223 | * |
| 224 | * Equivalent Android NNAPI Op: |
| 225 | * ANEURALNETWORKS_CONV_3D |
| 226 | * |
| 227 | */ |
| 228 | |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 229 | /** Copy |
| 230 | * |
| 231 | * Description: |
| 232 | * Function to copy a tensor. |
| 233 | * |
| 234 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 235 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 236 | * |
| 237 | */ |
| 238 | |
Sheri Zhang | 6124ce6 | 2021-05-04 14:03:13 +0100 | [diff] [blame] | 239 | /** Crop |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 240 | * |
| 241 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 242 | * Performs a copy of input tensor to the output tensor. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 243 | * |
| 244 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 245 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 246 | * |
| 247 | */ |
| 248 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 249 | /** CropResize |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 250 | * |
| 251 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 252 | * Function to perform cropping and resizing. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 253 | * |
| 254 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 255 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 256 | * |
| 257 | */ |
| 258 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 259 | /** DeconvolutionLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 260 | * |
| 261 | * Description: |
Jakub Sujak | ee301b3 | 2021-06-04 09:46:08 +0100 | [diff] [blame] | 262 | * Function to compute a deconvolution or transpose convolution. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 263 | * |
| 264 | * Equivalent Android NNAPI Op: |
| 265 | * ANEURALNETWORKS_TRANSPOSE_CONV_2D |
| 266 | * |
| 267 | */ |
| 268 | |
Sheri Zhang | 6124ce6 | 2021-05-04 14:03:13 +0100 | [diff] [blame] | 269 | /** DeconvolutionLayerUpsample |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 270 | * |
| 271 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 272 | * Function to execute deconvolution upsample on OpenCL. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 273 | * |
| 274 | * Equivalent Android NNAPI Op: |
| 275 | * ANEURALNETWORKS_TRANSPOSE_CONV_2D |
| 276 | * |
| 277 | */ |
| 278 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 279 | /** DepthConvertLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 280 | * |
| 281 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 282 | * Performs a down-scaling depth conversion. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 283 | * |
| 284 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 285 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 286 | * |
| 287 | */ |
| 288 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 289 | /** DepthToSpaceLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 290 | * |
| 291 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 292 | * Depth to Space transformation. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 293 | * |
| 294 | * Equivalent Android NNAPI Op: |
| 295 | * ANEURALNETWORKS_DEPTH_TO_SPACE |
| 296 | * |
| 297 | */ |
| 298 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 299 | /** DepthwiseConvolutionLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 300 | * |
| 301 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 302 | * Function to perform depthwise separable convolution. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 303 | * |
| 304 | * Equivalent Android NNAPI Op: |
| 305 | * ANEURALNETWORKS_DEPTHWISE_CONV_2D |
| 306 | * |
| 307 | */ |
| 308 | |
| 309 | /** DequantizationLayer |
| 310 | * |
| 311 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 312 | * Function to dequantize the values in a tensor. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 313 | * |
| 314 | * Equivalent Android NNAPI Op: |
| 315 | * ANEURALNETWORKS_DEQUANTIZE |
| 316 | * |
| 317 | */ |
| 318 | |
Sheri Zhang | 6124ce6 | 2021-05-04 14:03:13 +0100 | [diff] [blame] | 319 | /** DetectionPostProcessLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 320 | * |
| 321 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 322 | * Function to generate the detection output based on center size encoded boxes, class prediction and anchors by doing non maximum suppression (NMS). |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 323 | * |
| 324 | * Equivalent Android NNAPI Op: |
| 325 | * ANEURALNETWORKS_DETECTION_POSTPROCESSING |
| 326 | * |
| 327 | */ |
| 328 | |
| 329 | /** DirectConvolutionLayer |
| 330 | * |
| 331 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 332 | * Function to compute direct convolution. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 333 | * |
| 334 | * Equivalent Android NNAPI Op: |
| 335 | * ANEURALNETWORKS_CONV_2D |
| 336 | * |
| 337 | */ |
| 338 | |
Sheri Zhang | 6124ce6 | 2021-05-04 14:03:13 +0100 | [diff] [blame] | 339 | /** DirectDeconvolutionLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 340 | * |
| 341 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 342 | * Function to run the deconvolution layer. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 343 | * |
| 344 | * Equivalent Android NNAPI Op: |
| 345 | * ANEURALNETWORKS_TRANSPOSE_CONV_2D |
| 346 | * |
| 347 | */ |
| 348 | |
Jakub Sujak | ee301b3 | 2021-06-04 09:46:08 +0100 | [diff] [blame] | 349 | /** ElementwiseOperations |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 350 | * |
| 351 | * Description: |
| 352 | * Function to perform in Cpu: |
| 353 | * - Div |
| 354 | * - Max |
| 355 | * - Min |
| 356 | * - Pow |
| 357 | * - SquaredDiff |
| 358 | * - Comparisons (Equal, greater, greater_equal, less, less_equal, not_equal) |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 359 | * Function to perform in CL: |
| 360 | * - Add |
| 361 | * - Sub |
| 362 | * - Div |
| 363 | * - Max |
| 364 | * - Min |
| 365 | * - Pow |
| 366 | * - SquaredDiff |
| 367 | * |
| 368 | * Equivalent Android NNAPI Op: |
| 369 | * ANEURALNETWORKS_MAXIMUM |
| 370 | * ANEURALNETWORKS_MINIMUM |
| 371 | * ANEURALNETWORKS_POW |
| 372 | * ANEURALNETWORKS_DIV |
Sheri Zhang | 6124ce6 | 2021-05-04 14:03:13 +0100 | [diff] [blame] | 373 | * ANEURALNETWORKS_ADD |
| 374 | * ANEURALNETWORKS_SUB |
| 375 | * ANEURALNETWORKS_EQUAL |
| 376 | * ANEURALNETWORKS_GREATER |
| 377 | * ANEURALNETWORKS_GREATER_EQUAL |
| 378 | * ANEURALNETWORKS_LESS |
| 379 | * ANEURALNETWORKS_LESS_EQUAL |
| 380 | * ANEURALNETWORKS_NOT_EQUAL |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 381 | * |
| 382 | */ |
| 383 | |
Sheri Zhang | 6124ce6 | 2021-05-04 14:03:13 +0100 | [diff] [blame] | 384 | /** ElementwiseUnaryLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 385 | * |
| 386 | * Description: |
| 387 | * Function to perform: |
| 388 | * - Rsqrt |
| 389 | * - Exp |
| 390 | * - Neg |
| 391 | * - Log |
| 392 | * - Abs |
| 393 | * - Round |
| 394 | * - Sin |
| 395 | * |
| 396 | * Equivalent Android NNAPI Op: |
| 397 | * ANEURALNETWORKS_ABS |
| 398 | * ANEURALNETWORKS_EXP |
| 399 | * ANEURALNETWORKS_LOG |
| 400 | * ANEURALNETWORKS_NEG |
| 401 | * ANEURALNETWORKS_RSQRT |
| 402 | * ANEURALNETWORKS_SIN |
| 403 | * |
| 404 | */ |
| 405 | |
| 406 | /** FFT1D |
| 407 | * |
| 408 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 409 | * Fast Fourier Transform 1D. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 410 | * |
| 411 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 412 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 413 | * |
| 414 | */ |
| 415 | |
| 416 | /** FFT2D |
| 417 | * |
| 418 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 419 | * Fast Fourier Transform 2D. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 420 | * |
| 421 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 422 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 423 | * |
| 424 | */ |
| 425 | |
| 426 | /** FFTConvolutionLayer |
| 427 | * |
| 428 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 429 | * Fast Fourier Transform Convolution. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 430 | * |
| 431 | * Equivalent Android NNAPI Op: |
| 432 | * ANEURALNETWORKS_CONV_2D |
| 433 | * |
| 434 | */ |
| 435 | |
| 436 | /** Fill |
| 437 | * |
| 438 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 439 | * Set the values of a tensor with a given value. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 440 | * |
| 441 | * Equivalent Android NNAPI Op: |
| 442 | * ANEURALNETWORKS_FILL |
| 443 | * |
| 444 | */ |
| 445 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 446 | /** FillBorder |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 447 | * |
| 448 | * Description: |
Jakub Sujak | ee301b3 | 2021-06-04 09:46:08 +0100 | [diff] [blame] | 449 | * Function to fill the borders within the XY-planes. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 450 | * |
| 451 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 452 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 453 | * |
| 454 | */ |
| 455 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 456 | /** FlattenLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 457 | * |
| 458 | * Description: |
| 459 | * Reshape a tensor to be 1D |
| 460 | * |
| 461 | * Equivalent Android NNAPI Op: |
| 462 | * ANEURALNETWORKS_RESHAPE |
| 463 | * |
| 464 | */ |
| 465 | |
| 466 | /** Floor |
| 467 | * |
| 468 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 469 | * Round the value to the lowest number. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 470 | * |
| 471 | * Equivalent Android NNAPI Op: |
| 472 | * ANEURALNETWORKS_FLOOR |
| 473 | * |
| 474 | */ |
| 475 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 476 | /** FullyConnectedLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 477 | * |
| 478 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 479 | * Function to perform a fully connected / dense layer. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 480 | * |
| 481 | * Equivalent Android NNAPI Op: |
| 482 | * ANEURALNETWORKS_FULLY_CONNECTED |
| 483 | * |
| 484 | */ |
| 485 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 486 | /** FuseBatchNormalization |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 487 | * |
| 488 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 489 | * Function to fuse the batch normalization node to a preceding convolution node. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 490 | * |
| 491 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 492 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 493 | * |
| 494 | */ |
| 495 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 496 | /** Gather |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 497 | * |
| 498 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 499 | * Performs the Gather operation along the chosen axis. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 500 | * |
| 501 | * Equivalent Android NNAPI Op: |
| 502 | * ANEURALNETWORKS_GATHER |
| 503 | * |
| 504 | */ |
| 505 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 506 | /** GEMM |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 507 | * |
| 508 | * Description: |
| 509 | * General Matrix Multiplication. |
| 510 | * |
| 511 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 512 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 513 | * |
| 514 | */ |
| 515 | |
Jakub Sujak | ee301b3 | 2021-06-04 09:46:08 +0100 | [diff] [blame] | 516 | /** GEMMConv2d |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 517 | * |
| 518 | * Description: |
| 519 | * General Matrix Multiplication. |
| 520 | * |
| 521 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 522 | * ANEURALNETWORKS_CONV_2D |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 523 | * |
| 524 | */ |
| 525 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 526 | /** GEMMConvolutionLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 527 | * |
| 528 | * Description: |
| 529 | * General Matrix Multiplication. |
| 530 | * |
| 531 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 532 | * ANEURALNETWORKS_CONV_2D |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 533 | * |
| 534 | */ |
| 535 | |
Sheri Zhang | 6124ce6 | 2021-05-04 14:03:13 +0100 | [diff] [blame] | 536 | /** GEMMDeconvolutionLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 537 | * |
| 538 | * Description: |
| 539 | * General Matrix Multiplication. |
| 540 | * |
| 541 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 542 | * ANEURALNETWORKS_TRANSPOSE_CONV_2D |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 543 | * |
| 544 | */ |
| 545 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 546 | /** GEMMLowpMatrixMultiplyCore |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 547 | * |
| 548 | * Description: |
| 549 | * General Matrix Multiplication. |
| 550 | * |
| 551 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 552 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 553 | * |
| 554 | */ |
| 555 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 556 | /** GEMMLowpOutputStage |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 557 | * |
| 558 | * Description: |
| 559 | * General Matrix Multiplication. |
| 560 | * |
| 561 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 562 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 563 | * |
| 564 | */ |
| 565 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 566 | /** GenerateProposalsLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 567 | * |
| 568 | * Description: |
| 569 | * Function to generate proposals for a RPN (Region Proposal Network). |
| 570 | * |
| 571 | * Equivalent Android NNAPI Op: |
| 572 | * ANEURALNETWORKS_GENERATE_PROPOSALS |
| 573 | * |
| 574 | */ |
| 575 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 576 | /** InstanceNormalizationLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 577 | * |
| 578 | * Description: |
| 579 | * Function to perform a Instance normalization on a given axis. |
| 580 | * |
| 581 | * Equivalent Android NNAPI Op: |
| 582 | * ANEURALNETWORKS_INSTANCE_NORMALIZATION |
| 583 | * |
| 584 | */ |
| 585 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 586 | /** L2NormalizeLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 587 | * |
| 588 | * Description: |
| 589 | * Function to perform a L2 normalization on a given axis. |
| 590 | * |
| 591 | * Equivalent Android NNAPI Op: |
| 592 | * ANEURALNETWORKS_L2_NORMALIZATION |
| 593 | * |
| 594 | */ |
| 595 | |
Sheri Zhang | 6124ce6 | 2021-05-04 14:03:13 +0100 | [diff] [blame] | 596 | /** Logical |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 597 | * |
| 598 | * Description: |
| 599 | * Function to perform: |
| 600 | * - Logical AND |
| 601 | * - Logical OR |
| 602 | * - Logical NOT |
| 603 | * |
| 604 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 605 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 606 | * |
| 607 | */ |
| 608 | |
Sheri Zhang | 6124ce6 | 2021-05-04 14:03:13 +0100 | [diff] [blame] | 609 | /** LogicalAnd |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 610 | * |
| 611 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 612 | * Function to perform Logical AND. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 613 | * |
| 614 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 615 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 616 | * |
| 617 | */ |
| 618 | |
Sheri Zhang | 6124ce6 | 2021-05-04 14:03:13 +0100 | [diff] [blame] | 619 | /** LogicalOr |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 620 | * |
| 621 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 622 | * Function to perform Logical OR. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 623 | * |
| 624 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 625 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 626 | * |
| 627 | */ |
| 628 | |
Sheri Zhang | 6124ce6 | 2021-05-04 14:03:13 +0100 | [diff] [blame] | 629 | /** LogicalNot |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 630 | * |
| 631 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 632 | * Function to perform Logical NOT. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 633 | * |
| 634 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 635 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 636 | * |
| 637 | */ |
| 638 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 639 | /** LSTMLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 640 | * |
| 641 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 642 | * Function to perform a single time step in a Long Short-Term Memory (LSTM) layer. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 643 | * |
| 644 | * Equivalent Android NNAPI Op: |
| 645 | * ANEURALNETWORKS_LSTM |
| 646 | * |
| 647 | */ |
| 648 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 649 | /** LSTMLayerQuantized |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 650 | * |
| 651 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 652 | * Function to perform quantized LSTM (Long Short-Term Memory) |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 653 | * |
| 654 | * Equivalent Android NNAPI Op: |
| 655 | * ANEURALNETWORKS_QUANTIZED_LSTM |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 656 | * ANEURALNETWORKS_QUANTIZED_16BIT_LSTM |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 657 | * |
| 658 | */ |
| 659 | |
Jakub Sujak | 667e82f | 2023-11-07 22:39:30 +0000 | [diff] [blame] | 660 | /** MatMul |
| 661 | * |
| 662 | * Description: |
| 663 | * Computes a matrix multiplication in batches. |
| 664 | * |
| 665 | * Equivalent Android NNAPI Op: |
| 666 | * ANEURALNETWORKS_BATCH_MATMUL |
| 667 | * |
| 668 | */ |
| 669 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 670 | /** MaxUnpoolingLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 671 | * |
| 672 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 673 | * Function to perform MaxUnpooling. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 674 | * |
| 675 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 676 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 677 | * |
| 678 | */ |
| 679 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 680 | /** MeanStdDevNormalizationLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 681 | * |
| 682 | * Description: |
| 683 | * Function to execute mean and standard deviation normalization. |
| 684 | * |
| 685 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 686 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 687 | * |
| 688 | */ |
| 689 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 690 | /** NormalizationLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 691 | * |
| 692 | * Description: |
| 693 | * Function to compute normalization layer. |
| 694 | * |
| 695 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 696 | * ANEURALNETWORKS_LOCAL_RESPONSE_NORMALIZATION |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 697 | * |
| 698 | */ |
| 699 | |
Jakub Sujak | 667e82f | 2023-11-07 22:39:30 +0000 | [diff] [blame] | 700 | /** NormalizePlanarYUVLayer |
| 701 | * |
| 702 | * Description: |
| 703 | * Function to compute normalization planar YUV layer. |
| 704 | * |
| 705 | * Equivalent Android NNAPI Op: |
| 706 | * n/a |
| 707 | * |
| 708 | */ |
| 709 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 710 | /** PadLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 711 | * |
| 712 | * Description: |
| 713 | * Function to pad a tensor. |
| 714 | * |
| 715 | * Equivalent Android NNAPI Op: |
| 716 | * ANEURALNETWORKS_PAD |
| 717 | * ANEURALNETWORKS_PAD_V2 |
| 718 | * |
| 719 | */ |
| 720 | |
| 721 | /** Permute |
| 722 | * |
| 723 | * Description: |
| 724 | * Function to transpose an ND tensor. |
| 725 | * |
| 726 | * Equivalent Android NNAPI Op: |
| 727 | * ANEURALNETWORKS_TRANSPOSE |
| 728 | * |
| 729 | */ |
| 730 | |
| 731 | /** PixelWiseMultiplication |
| 732 | * |
| 733 | * Description: |
Jakub Sujak | ee301b3 | 2021-06-04 09:46:08 +0100 | [diff] [blame] | 734 | * Function to perform a multiplication. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 735 | * |
| 736 | * Equivalent Android NNAPI Op: |
| 737 | * ANEURALNETWORKS_MUL |
| 738 | * |
| 739 | */ |
| 740 | |
| 741 | /** PoolingLayer |
| 742 | * |
| 743 | * Description: |
Jakub Sujak | ee301b3 | 2021-06-04 09:46:08 +0100 | [diff] [blame] | 744 | * Function to perform pooling with the specified pooling operation. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 745 | * |
| 746 | * Equivalent Android NNAPI Op: |
| 747 | * ANEURALNETWORKS_AVERAGE_POOL_2D |
| 748 | * ANEURALNETWORKS_L2_POOL_2D |
| 749 | * ANEURALNETWORKS_MAX_POOL_2D |
| 750 | * |
| 751 | */ |
| 752 | |
Adnan AlSinan | 171fc3d | 2022-03-15 18:46:42 +0000 | [diff] [blame] | 753 | /** Pooling3dLayer |
| 754 | * |
| 755 | * Description: |
| 756 | * Function to perform pooling 3D with the specified pooling operation. |
| 757 | * |
| 758 | * Equivalent Android NNAPI Op: |
| 759 | * N/A |
| 760 | * |
| 761 | */ |
| 762 | |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 763 | /** PReluLayer |
| 764 | * |
| 765 | * Description: |
| 766 | * Function to compute the activation layer with the PRELU activation function. |
| 767 | * |
| 768 | * Equivalent Android NNAPI Op: |
| 769 | * ANEURALNETWORKS_PRELU |
| 770 | * |
| 771 | */ |
| 772 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 773 | /** PriorBoxLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 774 | * |
| 775 | * Description: |
Sheri Zhang | 6124ce6 | 2021-05-04 14:03:13 +0100 | [diff] [blame] | 776 | * Function to compute prior boxes and clip. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 777 | * |
| 778 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 779 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 780 | * |
| 781 | */ |
| 782 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 783 | /** QLSTMLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 784 | * |
| 785 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 786 | * Function to perform quantized LSTM (Long Short-Term Memory). |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 787 | * |
| 788 | * Equivalent Android NNAPI Op: |
| 789 | * ANEURALNETWORKS_QUANTIZED_LSTM |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 790 | * ANEURALNETWORKS_QUANTIZED_16BIT_LSTM |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 791 | * |
| 792 | */ |
| 793 | |
| 794 | /** QuantizationLayer |
| 795 | * |
| 796 | * Description: |
| 797 | * Function to perform quantization layer |
| 798 | * |
| 799 | * Equivalent Android NNAPI Op: |
| 800 | * ANEURALNETWORKS_QUANTIZE |
| 801 | * |
| 802 | */ |
| 803 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 804 | /** Range |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 805 | * |
| 806 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 807 | * Function to generates a sequence of numbers starting from START and extends by increments of 'STEP' up to but not including 'END'. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 808 | * |
| 809 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 810 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 811 | * |
| 812 | */ |
| 813 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 814 | /** ReduceMean |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 815 | * |
| 816 | * Description: |
Jakub Sujak | ee301b3 | 2021-06-04 09:46:08 +0100 | [diff] [blame] | 817 | * Function to perform reduce mean operation. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 818 | * |
| 819 | * Equivalent Android NNAPI Op: |
| 820 | * ANEURALNETWORKS_MEAN |
| 821 | * |
| 822 | */ |
| 823 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 824 | /** ReductionOperation |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 825 | * |
| 826 | * Description: |
Jakub Sujak | ee301b3 | 2021-06-04 09:46:08 +0100 | [diff] [blame] | 827 | * Function to perform reduce with the following operations |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 828 | * - ARG_IDX_MAX: Index of the max value |
| 829 | * - ARG_IDX_MIN: Index of the min value |
| 830 | * - MEAN_SUM: Mean of sum |
| 831 | * - PROD: Product |
| 832 | * - SUM_SQUARE: Sum of squares |
| 833 | * - SUM: Sum |
| 834 | * - MIN: Min |
| 835 | * - MAX: Max |
| 836 | * |
| 837 | * Equivalent Android NNAPI Op: |
| 838 | * ANEURALNETWORKS_REDUCE_ALL |
| 839 | * ANEURALNETWORKS_REDUCE_ANY |
| 840 | * ANEURALNETWORKS_REDUCE_MAX |
| 841 | * ANEURALNETWORKS_REDUCE_MIN |
| 842 | * ANEURALNETWORKS_REDUCE_PROD |
| 843 | * ANEURALNETWORKS_REDUCE_SUM |
| 844 | * |
| 845 | */ |
| 846 | |
Jakub Sujak | 667e82f | 2023-11-07 22:39:30 +0000 | [diff] [blame] | 847 | /** ReorderLayer |
| 848 | * |
| 849 | * Description: |
| 850 | * Reorders a tensor to a different weights format. |
| 851 | * |
| 852 | * Equivalent Android NNAPI Op: |
| 853 | * n/a |
| 854 | * |
| 855 | */ |
| 856 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 857 | /** ReorgLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 858 | * |
| 859 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 860 | * Performs a reorganization layer of input tensor to the output tensor. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 861 | * |
| 862 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 863 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 864 | * |
| 865 | */ |
| 866 | |
| 867 | /** ReshapeLayer |
| 868 | * |
| 869 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 870 | * Function to reshape a tensor. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 871 | * |
| 872 | * Equivalent Android NNAPI Op: |
| 873 | * ANEURALNETWORKS_RESHAPE |
| 874 | * ANEURALNETWORKS_SQUEEZE |
| 875 | * |
| 876 | */ |
| 877 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 878 | /** Reverse |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 879 | * |
| 880 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 881 | * Function to reverse tensor according to axis. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 882 | * |
| 883 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 884 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 885 | * |
| 886 | */ |
| 887 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 888 | /** RNNLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 889 | * |
| 890 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 891 | * Function to perform recurrent neural network layer. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 892 | * |
| 893 | * Equivalent Android NNAPI Op: |
| 894 | * ANEURALNETWORKS_RNN |
| 895 | * |
| 896 | */ |
| 897 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 898 | /** ROIAlignLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 899 | * |
| 900 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 901 | * Function to perform ROI alignment. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 902 | * |
| 903 | * Equivalent Android NNAPI Op: |
| 904 | * ANEURALNETWORKS_ROI_ALIGN |
| 905 | * |
| 906 | */ |
| 907 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 908 | /** ROIPoolingLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 909 | * |
| 910 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 911 | * Function to perform ROI pooling. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 912 | * |
| 913 | * Equivalent Android NNAPI Op: |
| 914 | * ANEURALNETWORKS_ROI_POOLING |
| 915 | * |
| 916 | */ |
| 917 | |
| 918 | /** Scale |
| 919 | * |
| 920 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 921 | * Function to perform resize a tensor using to interpolate: |
| 922 | * - Bilinear |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 923 | * - Nearest neighbor |
| 924 | * |
| 925 | * Equivalent Android NNAPI Op: |
| 926 | * ANEURALNETWORKS_RESIZE_BILINEAR |
| 927 | * ANEURALNETWORKS_RESIZE_NEAREST_NEIGHBOR |
| 928 | * |
| 929 | */ |
| 930 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 931 | /** Select |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 932 | * |
| 933 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 934 | * Function to select values from 2 tensors depending on an input tensor of booleans. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 935 | * |
| 936 | * Equivalent Android NNAPI Op: |
| 937 | * ANEURALNETWORKS_SELECT |
| 938 | * |
| 939 | */ |
| 940 | |
| 941 | /** Slice |
| 942 | * |
| 943 | * Description: |
| 944 | * Function to perform tensor slicing. |
| 945 | * |
| 946 | * Equivalent Android NNAPI Op: |
| 947 | * ANEURALNETWORKS_SLICE |
| 948 | * |
| 949 | */ |
| 950 | |
Sheri Zhang | 6124ce6 | 2021-05-04 14:03:13 +0100 | [diff] [blame] | 951 | /** SoftmaxLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 952 | * |
| 953 | * Description: |
| 954 | * Function to compute a SoftmaxLayer and a Log SoftmaxLayer. |
| 955 | * |
| 956 | * Equivalent Android NNAPI Op: |
| 957 | * ANEURALNETWORKS_LOG_SOFTMAX |
| 958 | * ANEURALNETWORKS_SOFTMAX |
| 959 | * |
| 960 | */ |
| 961 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 962 | /** SpaceToBatchLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 963 | * |
| 964 | * Description: |
| 965 | * Function to divide a tensor spatially. |
| 966 | * |
| 967 | * Equivalent Android NNAPI Op: |
| 968 | * ANEURALNETWORKS_SPACE_TO_BATCH_ND |
| 969 | * |
| 970 | */ |
| 971 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 972 | /** SpaceToDepthLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 973 | * |
| 974 | * Description: |
| 975 | * Function to rearrange blocks of spatial data into depth. |
| 976 | * |
| 977 | * Equivalent Android NNAPI Op: |
| 978 | * ANEURALNETWORKS_SPACE_TO_DEPTH |
| 979 | * |
| 980 | */ |
| 981 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 982 | /** Split |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 983 | * |
| 984 | * Description: |
| 985 | * Function to split a tensor along a given axis. |
| 986 | * |
| 987 | * Equivalent Android NNAPI Op: |
| 988 | * ANEURALNETWORKS_SPLIT |
| 989 | * |
| 990 | */ |
| 991 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 992 | /** StackLayer |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 993 | * |
| 994 | * Description: |
| 995 | * Function to stack tensors along an axis. |
| 996 | * |
| 997 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 998 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 999 | * |
| 1000 | */ |
| 1001 | |
| 1002 | /** StridedSlice |
| 1003 | * |
| 1004 | * Description: |
| 1005 | * Function to extract a strided slice of a tensor. |
| 1006 | * |
| 1007 | * Equivalent Android NNAPI Op: |
| 1008 | * ANEURALNETWORKS_STRIDED_SLICE |
| 1009 | * |
| 1010 | */ |
| 1011 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 1012 | /** Tile |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 1013 | * |
| 1014 | * Description: |
| 1015 | * Function to construct a tensor by tiling a given tensor. |
| 1016 | * |
| 1017 | * Equivalent Android NNAPI Op: |
| 1018 | * ANEURALNETWORKS_TILE |
| 1019 | * |
| 1020 | */ |
| 1021 | |
| 1022 | /** Transpose |
| 1023 | * |
| 1024 | * Description: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 1025 | * Function to transpose a 2D tensor. |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 1026 | * |
| 1027 | * Equivalent Android NNAPI Op: |
| 1028 | * ANEURALNETWORKS_TRANSPOSE |
| 1029 | * |
| 1030 | */ |
| 1031 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 1032 | /** Unstack |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 1033 | * |
| 1034 | * Description: |
| 1035 | * Function to unpack a rank-R tensor into rank-(R-1) tensors. |
| 1036 | * |
| 1037 | * Equivalent Android NNAPI Op: |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 1038 | * n/a |
Sheri Zhang | a47dcc2 | 2021-04-22 14:41:12 +0100 | [diff] [blame] | 1039 | * |
| 1040 | */ |
| 1041 | |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 1042 | /** WinogradConvolutionLayer |
| 1043 | * |
| 1044 | * Description: |
| 1045 | * Function to do Winograd Convolution. |
| 1046 | * |
| 1047 | * Equivalent Android NNAPI Op: |
| 1048 | * ANEURALNETWORKS_CONV_2D |
| 1049 | * |
| 1050 | */ |
| 1051 | |
Jakub Sujak | 667e82f | 2023-11-07 22:39:30 +0000 | [diff] [blame] | 1052 | #endif // ACL_ARM_COMPUTE_RUNTIME_OPERATORLIST_H |