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diff --git a/arm_compute/runtime/OperatorList.h b/arm_compute/runtime/OperatorList.h new file mode 100644 index 0000000000..8bcdf5d3bf --- /dev/null +++ b/arm_compute/runtime/OperatorList.h @@ -0,0 +1,1052 @@ +/* + * Copyright (c) 2021-2023 Arm Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#ifndef ACL_ARM_COMPUTE_RUNTIME_OPERATORLIST_H +#define ACL_ARM_COMPUTE_RUNTIME_OPERATORLIST_H + +/** ActivationLayer + * + * Description: + * Function to simulate an activation layer with the specified activation function. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_ELU + * ANEURALNETWORKS_HARD_SWISH + * ANEURALNETWORKS_LOGISTIC + * ANEURALNETWORKS_RELU + * ANEURALNETWORKS_RELU1 + * ANEURALNETWORKS_RELU6 + * ANEURALNETWORKS_TANH + * + */ + +/** AddMulAdd + * + * Description: + * Performs a fused Add + Mul + Add [+ Relu-based-Activation] operation. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** ArgMinMaxLayer + * + * Description: + * Function to calculate the index of the minimum or maximum values in a tensor based on an axis. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_ARGMAX + * ANEURALNETWORKS_ARGMIN + * + */ + +/** ArithmeticAddition + * + * Description: + * Function to add 2 tensors. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_ADD + * + */ + +/** ArithmeticSubtraction + * + * Description: + * Function to substract 2 tensors. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_SUB + * + */ + +/** BatchNormalizationLayer + * + * Description: + * Function to perform batch normalization. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** BatchToSpaceLayer + * + * Description: + * Batch to space transformation. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_BATCH_TO_SPACE_ND + * + */ + +/** BitwiseAnd + * + * Description: + * Function to perform bitwise AND between 2 tensors. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_LOGICAL_AND + * + */ + +/** BitwiseNot + * + * Description: + * Function to perform bitwise NOT. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_LOGICAL_NOT + * + */ + +/** BitwiseOr + * + * Description: + * Function to perform bitwise OR between 2 tensors. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_LOGICAL_OR + * + */ + +/** BitwiseXor + * + * Description: + * Function to perform bitwise XOR between 2 tensors. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** BoundingBoxTransform + * + * Description: + * Transform proposal bounding boxes to target bounding box using bounding box deltas. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** Cast + * + * Description: + * Function to cast a tensor. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_CAST + * + */ + +/** ChannelShuffleLayer + * + * Description: + * Function to shuffle the channels of the input tensor. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_CHANNEL_SHUFFLE + * + */ + +/** Comparison + * + * Description: + * Function to compare 2 tensors. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_EQUAL + * ANEURALNETWORKS_GREATER + * ANEURALNETWORKS_GREATER_EQUAL + * ANEURALNETWORKS_LESS + * ANEURALNETWORKS_LESS_EQUAL + * ANEURALNETWORKS_NOT_EQUAL + * + */ + +/** ConcatenateLayer + * + * Description: + * Function to concatenate tensors along a given axis. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_CONCATENATION + * + */ + +/** ConvertFullyConnectedWeights + * + * Description: + * Function to transpose the weights for the fully connected layer. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** ConvolutionLayer + * + * Description: + * Function to compute a convolution layer. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_CONV_2D + * + */ + +/** Conv3D + * + * Description: + * Function to compute a 3d convolution layer. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_CONV_3D + * + */ + +/** Copy + * + * Description: + * Function to copy a tensor. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** Crop + * + * Description: + * Performs a copy of input tensor to the output tensor. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** CropResize + * + * Description: + * Function to perform cropping and resizing. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** DeconvolutionLayer + * + * Description: + * Function to compute a deconvolution or transpose convolution. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_TRANSPOSE_CONV_2D + * + */ + +/** DeconvolutionLayerUpsample + * + * Description: + * Function to execute deconvolution upsample on OpenCL. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_TRANSPOSE_CONV_2D + * + */ + +/** DepthConvertLayer + * + * Description: + * Performs a down-scaling depth conversion. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** DepthToSpaceLayer + * + * Description: + * Depth to Space transformation. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_DEPTH_TO_SPACE + * + */ + +/** DepthwiseConvolutionLayer + * + * Description: + * Function to perform depthwise separable convolution. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_DEPTHWISE_CONV_2D + * + */ + +/** DequantizationLayer + * + * Description: + * Function to dequantize the values in a tensor. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_DEQUANTIZE + * + */ + +/** DetectionPostProcessLayer + * + * Description: + * Function to generate the detection output based on center size encoded boxes, class prediction and anchors by doing non maximum suppression (NMS). + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_DETECTION_POSTPROCESSING + * + */ + +/** DirectConvolutionLayer + * + * Description: + * Function to compute direct convolution. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_CONV_2D + * + */ + +/** DirectDeconvolutionLayer + * + * Description: + * Function to run the deconvolution layer. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_TRANSPOSE_CONV_2D + * + */ + +/** ElementwiseOperations + * + * Description: + * Function to perform in Cpu: + * - Div + * - Max + * - Min + * - Pow + * - SquaredDiff + * - Comparisons (Equal, greater, greater_equal, less, less_equal, not_equal) + * Function to perform in CL: + * - Add + * - Sub + * - Div + * - Max + * - Min + * - Pow + * - SquaredDiff + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_MAXIMUM + * ANEURALNETWORKS_MINIMUM + * ANEURALNETWORKS_POW + * ANEURALNETWORKS_DIV + * ANEURALNETWORKS_ADD + * ANEURALNETWORKS_SUB + * ANEURALNETWORKS_EQUAL + * ANEURALNETWORKS_GREATER + * ANEURALNETWORKS_GREATER_EQUAL + * ANEURALNETWORKS_LESS + * ANEURALNETWORKS_LESS_EQUAL + * ANEURALNETWORKS_NOT_EQUAL + * + */ + +/** ElementwiseUnaryLayer + * + * Description: + * Function to perform: + * - Rsqrt + * - Exp + * - Neg + * - Log + * - Abs + * - Round + * - Sin + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_ABS + * ANEURALNETWORKS_EXP + * ANEURALNETWORKS_LOG + * ANEURALNETWORKS_NEG + * ANEURALNETWORKS_RSQRT + * ANEURALNETWORKS_SIN + * + */ + +/** FFT1D + * + * Description: + * Fast Fourier Transform 1D. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** FFT2D + * + * Description: + * Fast Fourier Transform 2D. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** FFTConvolutionLayer + * + * Description: + * Fast Fourier Transform Convolution. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_CONV_2D + * + */ + +/** Fill + * + * Description: + * Set the values of a tensor with a given value. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_FILL + * + */ + +/** FillBorder + * + * Description: + * Function to fill the borders within the XY-planes. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** FlattenLayer + * + * Description: + * Reshape a tensor to be 1D + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_RESHAPE + * + */ + +/** Floor + * + * Description: + * Round the value to the lowest number. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_FLOOR + * + */ + +/** FullyConnectedLayer + * + * Description: + * Function to perform a fully connected / dense layer. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_FULLY_CONNECTED + * + */ + +/** FuseBatchNormalization + * + * Description: + * Function to fuse the batch normalization node to a preceding convolution node. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** Gather + * + * Description: + * Performs the Gather operation along the chosen axis. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_GATHER + * + */ + +/** GEMM + * + * Description: + * General Matrix Multiplication. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** GEMMConv2d + * + * Description: + * General Matrix Multiplication. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_CONV_2D + * + */ + +/** GEMMConvolutionLayer + * + * Description: + * General Matrix Multiplication. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_CONV_2D + * + */ + +/** GEMMDeconvolutionLayer + * + * Description: + * General Matrix Multiplication. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_TRANSPOSE_CONV_2D + * + */ + +/** GEMMLowpMatrixMultiplyCore + * + * Description: + * General Matrix Multiplication. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** GEMMLowpOutputStage + * + * Description: + * General Matrix Multiplication. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** GenerateProposalsLayer + * + * Description: + * Function to generate proposals for a RPN (Region Proposal Network). + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_GENERATE_PROPOSALS + * + */ + +/** InstanceNormalizationLayer + * + * Description: + * Function to perform a Instance normalization on a given axis. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_INSTANCE_NORMALIZATION + * + */ + +/** L2NormalizeLayer + * + * Description: + * Function to perform a L2 normalization on a given axis. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_L2_NORMALIZATION + * + */ + +/** Logical + * + * Description: + * Function to perform: + * - Logical AND + * - Logical OR + * - Logical NOT + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** LogicalAnd + * + * Description: + * Function to perform Logical AND. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** LogicalOr + * + * Description: + * Function to perform Logical OR. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** LogicalNot + * + * Description: + * Function to perform Logical NOT. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** LSTMLayer + * + * Description: + * Function to perform a single time step in a Long Short-Term Memory (LSTM) layer. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_LSTM + * + */ + +/** LSTMLayerQuantized + * + * Description: + * Function to perform quantized LSTM (Long Short-Term Memory) + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_QUANTIZED_LSTM + * ANEURALNETWORKS_QUANTIZED_16BIT_LSTM + * + */ + +/** MatMul + * + * Description: + * Computes a matrix multiplication in batches. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_BATCH_MATMUL + * + */ + +/** MaxUnpoolingLayer + * + * Description: + * Function to perform MaxUnpooling. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** MeanStdDevNormalizationLayer + * + * Description: + * Function to execute mean and standard deviation normalization. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** NormalizationLayer + * + * Description: + * Function to compute normalization layer. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_LOCAL_RESPONSE_NORMALIZATION + * + */ + +/** NormalizePlanarYUVLayer + * + * Description: + * Function to compute normalization planar YUV layer. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** PadLayer + * + * Description: + * Function to pad a tensor. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_PAD + * ANEURALNETWORKS_PAD_V2 + * + */ + +/** Permute + * + * Description: + * Function to transpose an ND tensor. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_TRANSPOSE + * + */ + +/** PixelWiseMultiplication + * + * Description: + * Function to perform a multiplication. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_MUL + * + */ + +/** PoolingLayer + * + * Description: + * Function to perform pooling with the specified pooling operation. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_AVERAGE_POOL_2D + * ANEURALNETWORKS_L2_POOL_2D + * ANEURALNETWORKS_MAX_POOL_2D + * + */ + +/** Pooling3dLayer + * + * Description: + * Function to perform pooling 3D with the specified pooling operation. + * + * Equivalent Android NNAPI Op: + * N/A + * + */ + +/** PReluLayer + * + * Description: + * Function to compute the activation layer with the PRELU activation function. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_PRELU + * + */ + +/** PriorBoxLayer + * + * Description: + * Function to compute prior boxes and clip. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** QLSTMLayer + * + * Description: + * Function to perform quantized LSTM (Long Short-Term Memory). + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_QUANTIZED_LSTM + * ANEURALNETWORKS_QUANTIZED_16BIT_LSTM + * + */ + +/** QuantizationLayer + * + * Description: + * Function to perform quantization layer + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_QUANTIZE + * + */ + +/** Range + * + * Description: + * Function to generates a sequence of numbers starting from START and extends by increments of 'STEP' up to but not including 'END'. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** ReduceMean + * + * Description: + * Function to perform reduce mean operation. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_MEAN + * + */ + +/** ReductionOperation + * + * Description: + * Function to perform reduce with the following operations + * - ARG_IDX_MAX: Index of the max value + * - ARG_IDX_MIN: Index of the min value + * - MEAN_SUM: Mean of sum + * - PROD: Product + * - SUM_SQUARE: Sum of squares + * - SUM: Sum + * - MIN: Min + * - MAX: Max + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_REDUCE_ALL + * ANEURALNETWORKS_REDUCE_ANY + * ANEURALNETWORKS_REDUCE_MAX + * ANEURALNETWORKS_REDUCE_MIN + * ANEURALNETWORKS_REDUCE_PROD + * ANEURALNETWORKS_REDUCE_SUM + * + */ + +/** ReorderLayer + * + * Description: + * Reorders a tensor to a different weights format. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** ReorgLayer + * + * Description: + * Performs a reorganization layer of input tensor to the output tensor. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** ReshapeLayer + * + * Description: + * Function to reshape a tensor. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_RESHAPE + * ANEURALNETWORKS_SQUEEZE + * + */ + +/** Reverse + * + * Description: + * Function to reverse tensor according to axis. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** RNNLayer + * + * Description: + * Function to perform recurrent neural network layer. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_RNN + * + */ + +/** ROIAlignLayer + * + * Description: + * Function to perform ROI alignment. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_ROI_ALIGN + * + */ + +/** ROIPoolingLayer + * + * Description: + * Function to perform ROI pooling. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_ROI_POOLING + * + */ + +/** Scale + * + * Description: + * Function to perform resize a tensor using to interpolate: + * - Bilinear + * - Nearest neighbor + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_RESIZE_BILINEAR + * ANEURALNETWORKS_RESIZE_NEAREST_NEIGHBOR + * + */ + +/** Select + * + * Description: + * Function to select values from 2 tensors depending on an input tensor of booleans. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_SELECT + * + */ + +/** Slice + * + * Description: + * Function to perform tensor slicing. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_SLICE + * + */ + +/** SoftmaxLayer + * + * Description: + * Function to compute a SoftmaxLayer and a Log SoftmaxLayer. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_LOG_SOFTMAX + * ANEURALNETWORKS_SOFTMAX + * + */ + +/** SpaceToBatchLayer + * + * Description: + * Function to divide a tensor spatially. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_SPACE_TO_BATCH_ND + * + */ + +/** SpaceToDepthLayer + * + * Description: + * Function to rearrange blocks of spatial data into depth. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_SPACE_TO_DEPTH + * + */ + +/** Split + * + * Description: + * Function to split a tensor along a given axis. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_SPLIT + * + */ + +/** StackLayer + * + * Description: + * Function to stack tensors along an axis. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** StridedSlice + * + * Description: + * Function to extract a strided slice of a tensor. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_STRIDED_SLICE + * + */ + +/** Tile + * + * Description: + * Function to construct a tensor by tiling a given tensor. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_TILE + * + */ + +/** Transpose + * + * Description: + * Function to transpose a 2D tensor. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_TRANSPOSE + * + */ + +/** Unstack + * + * Description: + * Function to unpack a rank-R tensor into rank-(R-1) tensors. + * + * Equivalent Android NNAPI Op: + * n/a + * + */ + +/** WinogradConvolutionLayer + * + * Description: + * Function to do Winograd Convolution. + * + * Equivalent Android NNAPI Op: + * ANEURALNETWORKS_CONV_2D + * + */ + +#endif // ACL_ARM_COMPUTE_RUNTIME_OPERATORLIST_H |