Sadik Armagan | 8f397a1 | 2022-06-17 15:38:22 +0100 | [diff] [blame] | 1 | // |
Kevin May | 28c3d0f | 2023-07-04 09:07:30 +0100 | [diff] [blame] | 2 | // Copyright © 2022-2023 Arm Ltd and Contributors. All rights reserved. |
Sadik Armagan | 8f397a1 | 2022-06-17 15:38:22 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #pragma once |
| 7 | |
| 8 | #include "ConversionUtils.hpp" |
| 9 | |
| 10 | #include <nnapi/OperandTypes.h> |
| 11 | #include <nnapi/Result.h> |
| 12 | #include <nnapi/Types.h> |
| 13 | |
| 14 | #include <armnn/Types.hpp> |
| 15 | using namespace armnn; |
| 16 | |
| 17 | namespace armnn_driver |
| 18 | { |
| 19 | |
| 20 | class Converter |
| 21 | { |
| 22 | |
| 23 | public: |
| 24 | using Model = ::android::nn::Model; |
| 25 | using Operand = ::android::nn::Operand; |
| 26 | using OperandLifeTime = ::android::nn::Operand::LifeTime; |
| 27 | using OperandType = ::android::nn::OperandType; |
| 28 | using Operation = ::android::nn::Operation; |
| 29 | using OperationType = ::android::nn::OperationType; |
| 30 | using ErrorStatus = ::android::nn::ErrorStatus; |
| 31 | static bool ConvertOperation(const Operation& operation, const Model& model, ConversionData& data); |
| 32 | |
| 33 | private: |
Sadik Armagan | 8f397a1 | 2022-06-17 15:38:22 +0100 | [diff] [blame] | 34 | static bool ConvertArgMinMax(const Operation& operation, |
| 35 | const Model& model, |
| 36 | ConversionData& data, |
| 37 | armnn::ArgMinMaxFunction argMinMaxFunction); |
| 38 | |
| 39 | static bool ConvertAveragePool2d(const Operation& operation, const Model& model, ConversionData& data); |
| 40 | |
Kevin May | 9636a9b | 2022-09-21 15:41:41 +0100 | [diff] [blame] | 41 | static bool ConvertBatchMatMul(const Operation& operation, const Model& model, ConversionData& data); |
| 42 | |
Sadik Armagan | 8f397a1 | 2022-06-17 15:38:22 +0100 | [diff] [blame] | 43 | static bool ConvertBatchToSpaceNd(const Operation& operation, const Model& model, ConversionData& data); |
| 44 | |
| 45 | static bool ConvertCast(const Operation& operation, const Model& model, ConversionData& data); |
| 46 | |
| 47 | static bool ConvertComparison(const Operation& operation, |
| 48 | const Model& model, |
| 49 | ConversionData& data, |
| 50 | armnn::ComparisonOperation comparisonOperation); |
| 51 | |
| 52 | static bool ConvertConcatenation(const Operation& operation, const Model& model, ConversionData& data); |
| 53 | |
| 54 | static bool ConvertConv2d(const Operation& operation, const Model& model, ConversionData& data); |
| 55 | |
| 56 | static bool ConvertDepthToSpace(const Operation& operation, const Model& model, ConversionData& data); |
| 57 | |
| 58 | static bool ConvertDepthwiseConv2d(const Operation& operation, const Model& model, ConversionData& data); |
| 59 | |
| 60 | static bool ConvertDequantize(const Operation& operation, const Model& model, ConversionData& data); |
| 61 | |
Sadik Armagan | 8f397a1 | 2022-06-17 15:38:22 +0100 | [diff] [blame] | 62 | static bool ConvertElementwiseUnary(const Operation& operation, |
| 63 | const Model& model, |
| 64 | ConversionData& data, |
| 65 | armnn::UnaryOperation unaryOperation); |
| 66 | |
Kevin May | 28c3d0f | 2023-07-04 09:07:30 +0100 | [diff] [blame] | 67 | static bool ConvertElementwiseBinary(const Operation& operation, |
| 68 | const Model& model, |
| 69 | ConversionData& data, |
| 70 | armnn::BinaryOperation binaryOperation); |
| 71 | |
Sadik Armagan | 8f397a1 | 2022-06-17 15:38:22 +0100 | [diff] [blame] | 72 | static bool ConvertElu(const Operation& operation, const Model& model, ConversionData& data); |
| 73 | |
| 74 | static bool ConvertExpandDims(const Operation& operation, const Model& model, ConversionData& data); |
| 75 | |
| 76 | static bool ConvertFill(const Operation& operation, const Model& model, ConversionData& data); |
| 77 | |
| 78 | static bool ConvertFloor(const Operation& operation, const Model& model, ConversionData& data); |
| 79 | |
| 80 | static bool ConvertFullyConnected(const Operation& operation, const Model& model, ConversionData& data); |
| 81 | |
| 82 | static bool ConvertGather(const Operation& operation, const Model& model, ConversionData& data); |
| 83 | |
| 84 | static bool ConvertGroupedConv2d(const Operation& operation, const Model& model, ConversionData& data); |
| 85 | |
| 86 | static bool ConvertHardSwish(const Operation& operation, const Model& model, ConversionData& data); |
| 87 | |
| 88 | static bool ConvertInstanceNormalization(const Operation& operation, const Model& model, ConversionData& data); |
| 89 | |
| 90 | static bool ConvertL2Normalization(const Operation& operation, const Model& model, ConversionData& data); |
| 91 | |
| 92 | static bool ConvertL2Pool2d(const Operation& operation, const Model& model, ConversionData& data); |
| 93 | |
| 94 | static bool ConvertLocalResponseNormalization(const Operation& operation, |
| 95 | const Model& model, |
| 96 | ConversionData& data); |
| 97 | |
| 98 | static bool ConvertLogicalBinary(const Operation& operation, |
| 99 | const Model& model, |
| 100 | ConversionData& data, |
| 101 | armnn::LogicalBinaryOperation logicalOperation); |
| 102 | |
| 103 | static bool ConvertLogistic(const Operation& operation, const Model& model, ConversionData& data); |
| 104 | |
| 105 | static bool ConvertLogSoftmax(const Operation& operation, const Model& model, ConversionData& data); |
| 106 | |
| 107 | static bool ConvertLstm(const Operation& operation, const Model& model, ConversionData& data); |
| 108 | |
| 109 | static bool ConvertMaxPool2d(const Operation& operation, const Model& model, ConversionData& data); |
| 110 | |
Sadik Armagan | 8f397a1 | 2022-06-17 15:38:22 +0100 | [diff] [blame] | 111 | static bool ConvertMean(const Operation& operation, const Model& model, ConversionData& data); |
| 112 | |
Sadik Armagan | 8f397a1 | 2022-06-17 15:38:22 +0100 | [diff] [blame] | 113 | static bool ConvertPad(const Operation& operation, const Model& model, ConversionData& data); |
| 114 | |
| 115 | static bool ConvertPadV2(const Operation& operation, const Model& model, ConversionData& data); |
| 116 | |
| 117 | static bool ConvertPrelu(const Operation& operation, const Model& model, ConversionData& data); |
| 118 | |
| 119 | static bool ConvertQuantize(const Operation& operation, const Model& model, ConversionData& data); |
| 120 | |
| 121 | static bool ConvertQuantizedLstm(const Operation& operation, const Model& model, ConversionData& data); |
| 122 | |
| 123 | static bool ConvertQuantized16BitLstm(const Operation& operation, const Model& model, ConversionData& data); |
| 124 | |
| 125 | static bool ConvertRank(const Operation& operation, const Model& model, ConversionData& data); |
| 126 | |
| 127 | static bool ConvertReLu(const Operation& operation, const Model& model, ConversionData& data); |
| 128 | |
| 129 | static bool ConvertReLu1(const Operation& operation, const Model& model, ConversionData& data); |
| 130 | |
| 131 | static bool ConvertReLu6(const Operation& operation, const Model& model, ConversionData& data); |
| 132 | |
| 133 | static bool ConvertReshape(const Operation& operation, const Model& model, ConversionData& data); |
| 134 | |
| 135 | static bool ConvertResize(const Operation& operation, |
| 136 | const Model& model, |
| 137 | ConversionData& data, |
| 138 | armnn::ResizeMethod resizeMethod); |
| 139 | |
Teresa Charlin | ec0959b | 2023-07-27 13:23:15 +0100 | [diff] [blame] | 140 | static bool ConvertReverseV2(const Operation& operation, const Model& model, ConversionData& data); |
| 141 | |
Sadik Armagan | 8f397a1 | 2022-06-17 15:38:22 +0100 | [diff] [blame] | 142 | static bool ConvertSoftmax(const Operation& operation, const Model& model, ConversionData& data); |
| 143 | |
| 144 | static bool ConvertSpaceToBatchNd(const Operation& operation, const Model& model, ConversionData& data); |
| 145 | |
| 146 | static bool ConvertSpaceToDepth(const Operation& operation, const Model& model, ConversionData& data); |
| 147 | |
| 148 | static bool ConvertSqrt(const Operation& operation, const Model& model, ConversionData& data); |
| 149 | |
| 150 | static bool ConvertSqueeze(const Operation& operation, const Model& model, ConversionData& data); |
| 151 | |
| 152 | static bool ConvertStridedSlice(const Operation& operation, const Model& model, ConversionData& data); |
| 153 | |
Sadik Armagan | 8f397a1 | 2022-06-17 15:38:22 +0100 | [diff] [blame] | 154 | static bool ConvertTanH(const Operation& operation, const Model& model, ConversionData& data); |
| 155 | |
Teresa Charlin | a0cc6ff | 2023-07-27 14:11:54 +0100 | [diff] [blame] | 156 | static bool ConvertTile(const Operation& operation, const Model& model, ConversionData& data); |
| 157 | |
Sadik Armagan | 8f397a1 | 2022-06-17 15:38:22 +0100 | [diff] [blame] | 158 | static bool ConvertTranspose(const Operation& operation, const Model& model, ConversionData& data); |
| 159 | |
| 160 | static bool ConvertTransposeConv2d(const Operation& operation, const Model& model, ConversionData& data); |
| 161 | }; |
| 162 | |
| 163 | } // namespace armnn_driver |