Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 1 | // |
Mike Kelly | 1f140f7 | 2021-04-06 12:25:55 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "SerializerUtils.hpp" |
| 7 | |
| 8 | namespace armnnSerializer |
| 9 | { |
| 10 | |
Aron Virginas-Tar | e80ebd1 | 2019-10-17 16:11:54 +0100 | [diff] [blame] | 11 | armnnSerializer::ComparisonOperation GetFlatBufferComparisonOperation(armnn::ComparisonOperation comparisonOperation) |
| 12 | { |
| 13 | switch (comparisonOperation) |
| 14 | { |
| 15 | case armnn::ComparisonOperation::Equal: |
| 16 | return armnnSerializer::ComparisonOperation::ComparisonOperation_Equal; |
| 17 | case armnn::ComparisonOperation::Greater: |
| 18 | return armnnSerializer::ComparisonOperation::ComparisonOperation_Greater; |
| 19 | case armnn::ComparisonOperation::GreaterOrEqual: |
| 20 | return armnnSerializer::ComparisonOperation::ComparisonOperation_GreaterOrEqual; |
| 21 | case armnn::ComparisonOperation::Less: |
| 22 | return armnnSerializer::ComparisonOperation::ComparisonOperation_Less; |
| 23 | case armnn::ComparisonOperation::LessOrEqual: |
| 24 | return armnnSerializer::ComparisonOperation::ComparisonOperation_LessOrEqual; |
| 25 | case armnn::ComparisonOperation::NotEqual: |
| 26 | default: |
| 27 | return armnnSerializer::ComparisonOperation::ComparisonOperation_NotEqual; |
| 28 | } |
| 29 | } |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 30 | |
James Conroy | aba90cd | 2020-11-06 16:28:18 +0000 | [diff] [blame] | 31 | armnnSerializer::LogicalBinaryOperation GetFlatBufferLogicalBinaryOperation( |
| 32 | armnn::LogicalBinaryOperation logicalBinaryOperation) |
| 33 | { |
| 34 | switch (logicalBinaryOperation) |
| 35 | { |
| 36 | case armnn::LogicalBinaryOperation::LogicalAnd: |
| 37 | return armnnSerializer::LogicalBinaryOperation::LogicalBinaryOperation_LogicalAnd; |
| 38 | case armnn::LogicalBinaryOperation::LogicalOr: |
| 39 | return armnnSerializer::LogicalBinaryOperation::LogicalBinaryOperation_LogicalOr; |
| 40 | default: |
| 41 | throw armnn::InvalidArgumentException("Logical Binary operation unknown"); |
| 42 | } |
| 43 | } |
| 44 | |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 45 | armnnSerializer::ConstTensorData GetFlatBufferConstTensorData(armnn::DataType dataType) |
Mike Kelly | a0766c3 | 2019-02-19 17:22:07 +0000 | [diff] [blame] | 46 | { |
| 47 | switch (dataType) |
| 48 | { |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 49 | case armnn::DataType::Float32: |
| 50 | case armnn::DataType::Signed32: |
| 51 | return armnnSerializer::ConstTensorData::ConstTensorData_IntData; |
| 52 | case armnn::DataType::Float16: |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 53 | case armnn::DataType::QSymmS16: |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 54 | return armnnSerializer::ConstTensorData::ConstTensorData_ShortData; |
Teresa Charlin | 8e0d608 | 2021-03-14 15:05:32 +0000 | [diff] [blame] | 55 | case armnn::DataType::QAsymmS8: |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 56 | case armnn::DataType::QAsymmU8: |
Sadik Armagan | 1a84fe3 | 2020-03-27 15:56:57 +0000 | [diff] [blame] | 57 | case armnn::DataType::QSymmS8: |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 58 | case armnn::DataType::Boolean: |
| 59 | return armnnSerializer::ConstTensorData::ConstTensorData_ByteData; |
Mike Kelly | 1f140f7 | 2021-04-06 12:25:55 +0100 | [diff] [blame] | 60 | case armnn::DataType::Signed64: |
| 61 | return armnnSerializer::ConstTensorData::ConstTensorData_LongData; |
Mike Kelly | a0766c3 | 2019-02-19 17:22:07 +0000 | [diff] [blame] | 62 | default: |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 63 | return armnnSerializer::ConstTensorData::ConstTensorData_NONE; |
Mike Kelly | a0766c3 | 2019-02-19 17:22:07 +0000 | [diff] [blame] | 64 | } |
| 65 | } |
| 66 | |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 67 | armnnSerializer::DataType GetFlatBufferDataType(armnn::DataType dataType) |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 68 | { |
| 69 | switch (dataType) |
| 70 | { |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 71 | case armnn::DataType::Float32: |
| 72 | return armnnSerializer::DataType::DataType_Float32; |
| 73 | case armnn::DataType::Float16: |
| 74 | return armnnSerializer::DataType::DataType_Float16; |
| 75 | case armnn::DataType::Signed32: |
| 76 | return armnnSerializer::DataType::DataType_Signed32; |
Mike Kelly | 1f140f7 | 2021-04-06 12:25:55 +0100 | [diff] [blame] | 77 | case armnn::DataType::Signed64: |
| 78 | return armnnSerializer::DataType::DataType_Signed64; |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 79 | case armnn::DataType::QSymmS16: |
| 80 | return armnnSerializer::DataType::DataType_QSymmS16; |
Francis Murtagh | ddb1d06 | 2020-03-10 13:51:45 +0000 | [diff] [blame] | 81 | case armnn::DataType::QAsymmS8: |
| 82 | return armnnSerializer::DataType::DataType_QAsymmS8; |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 83 | case armnn::DataType::QAsymmU8: |
| 84 | return armnnSerializer::DataType::DataType_QAsymmU8; |
Sadik Armagan | 1a84fe3 | 2020-03-27 15:56:57 +0000 | [diff] [blame] | 85 | case armnn::DataType::QSymmS8: |
| 86 | return armnnSerializer::DataType::DataType_QSymmS8; |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 87 | case armnn::DataType::Boolean: |
| 88 | return armnnSerializer::DataType::DataType_Boolean; |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 89 | default: |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 90 | return armnnSerializer::DataType::DataType_Float16; |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 91 | } |
| 92 | } |
| 93 | |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 94 | armnnSerializer::DataLayout GetFlatBufferDataLayout(armnn::DataLayout dataLayout) |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 95 | { |
| 96 | switch (dataLayout) |
| 97 | { |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 98 | case armnn::DataLayout::NHWC: |
| 99 | return armnnSerializer::DataLayout::DataLayout_NHWC; |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 100 | case armnn::DataLayout::NDHWC: |
| 101 | return armnnSerializer::DataLayout::DataLayout_NDHWC; |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 102 | case armnn::DataLayout::NCDHW: |
| 103 | return armnnSerializer::DataLayout::DataLayout_NCDHW; |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 104 | case armnn::DataLayout::NCHW: |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 105 | default: |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 106 | return armnnSerializer::DataLayout::DataLayout_NCHW; |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 107 | } |
| 108 | } |
| 109 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 110 | armnnSerializer::UnaryOperation GetFlatBufferUnaryOperation(armnn::UnaryOperation comparisonOperation) |
| 111 | { |
| 112 | switch (comparisonOperation) |
| 113 | { |
| 114 | case armnn::UnaryOperation::Abs: |
| 115 | return armnnSerializer::UnaryOperation::UnaryOperation_Abs; |
| 116 | case armnn::UnaryOperation::Rsqrt: |
| 117 | return armnnSerializer::UnaryOperation::UnaryOperation_Rsqrt; |
| 118 | case armnn::UnaryOperation::Sqrt: |
| 119 | return armnnSerializer::UnaryOperation::UnaryOperation_Sqrt; |
| 120 | case armnn::UnaryOperation::Exp: |
| 121 | return armnnSerializer::UnaryOperation::UnaryOperation_Exp; |
| 122 | case armnn::UnaryOperation::Neg: |
| 123 | return armnnSerializer::UnaryOperation::UnaryOperation_Neg; |
James Conroy | aba90cd | 2020-11-06 16:28:18 +0000 | [diff] [blame] | 124 | case armnn::UnaryOperation::LogicalNot: |
| 125 | return armnnSerializer::UnaryOperation::UnaryOperation_LogicalNot; |
Teresa Charlin | 50de4fa | 2021-05-31 18:47:33 +0100 | [diff] [blame] | 126 | case armnn::UnaryOperation::Log: |
| 127 | return armnnSerializer::UnaryOperation::UnaryOperation_Log; |
| 128 | case armnn::UnaryOperation::Sin: |
| 129 | return armnnSerializer::UnaryOperation::UnaryOperation_Sin; |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 130 | default: |
| 131 | throw armnn::InvalidArgumentException("Unary operation unknown"); |
| 132 | } |
| 133 | } |
| 134 | |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 135 | armnnSerializer::PoolingAlgorithm GetFlatBufferPoolingAlgorithm(armnn::PoolingAlgorithm poolingAlgorithm) |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 136 | { |
| 137 | switch (poolingAlgorithm) |
| 138 | { |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 139 | case armnn::PoolingAlgorithm::Average: |
| 140 | return armnnSerializer::PoolingAlgorithm::PoolingAlgorithm_Average; |
| 141 | case armnn::PoolingAlgorithm::L2: |
| 142 | return armnnSerializer::PoolingAlgorithm::PoolingAlgorithm_L2; |
| 143 | case armnn::PoolingAlgorithm::Max: |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 144 | default: |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 145 | return armnnSerializer::PoolingAlgorithm::PoolingAlgorithm_Max; |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 146 | } |
| 147 | } |
| 148 | |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 149 | armnnSerializer::OutputShapeRounding GetFlatBufferOutputShapeRounding(armnn::OutputShapeRounding outputShapeRounding) |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 150 | { |
| 151 | switch (outputShapeRounding) |
| 152 | { |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 153 | case armnn::OutputShapeRounding::Ceiling: |
| 154 | return armnnSerializer::OutputShapeRounding::OutputShapeRounding_Ceiling; |
| 155 | case armnn::OutputShapeRounding::Floor: |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 156 | default: |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 157 | return armnnSerializer::OutputShapeRounding::OutputShapeRounding_Floor; |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 158 | } |
| 159 | } |
| 160 | |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 161 | armnnSerializer::PaddingMethod GetFlatBufferPaddingMethod(armnn::PaddingMethod paddingMethod) |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 162 | { |
| 163 | switch (paddingMethod) |
| 164 | { |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 165 | case armnn::PaddingMethod::IgnoreValue: |
| 166 | return armnnSerializer::PaddingMethod::PaddingMethod_IgnoreValue; |
| 167 | case armnn::PaddingMethod::Exclude: |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 168 | default: |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 169 | return armnnSerializer::PaddingMethod::PaddingMethod_Exclude; |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 170 | } |
| 171 | } |
| 172 | |
Matthew Sloyan | 2e5d0b2 | 2021-10-21 14:05:31 +0100 | [diff] [blame] | 173 | armnnSerializer::PaddingMode GetFlatBufferPaddingMode(armnn::PaddingMode paddingMode) |
| 174 | { |
| 175 | switch (paddingMode) |
| 176 | { |
| 177 | case armnn::PaddingMode::Reflect: |
| 178 | return armnnSerializer::PaddingMode::PaddingMode_Reflect; |
| 179 | case armnn::PaddingMode::Symmetric: |
| 180 | return armnnSerializer::PaddingMode::PaddingMode_Symmetric; |
| 181 | default: |
| 182 | return armnnSerializer::PaddingMode::PaddingMode_Constant; |
| 183 | } |
| 184 | } |
| 185 | |
Nina Drozd | 5772878 | 2019-02-27 10:53:27 +0000 | [diff] [blame] | 186 | armnnSerializer::NormalizationAlgorithmChannel GetFlatBufferNormalizationAlgorithmChannel( |
| 187 | armnn::NormalizationAlgorithmChannel normalizationAlgorithmChannel) |
| 188 | { |
| 189 | switch (normalizationAlgorithmChannel) |
| 190 | { |
| 191 | case armnn::NormalizationAlgorithmChannel::Across: |
| 192 | return armnnSerializer::NormalizationAlgorithmChannel::NormalizationAlgorithmChannel_Across; |
| 193 | case armnn::NormalizationAlgorithmChannel::Within: |
| 194 | return armnnSerializer::NormalizationAlgorithmChannel::NormalizationAlgorithmChannel_Within; |
| 195 | default: |
| 196 | return armnnSerializer::NormalizationAlgorithmChannel::NormalizationAlgorithmChannel_Across; |
| 197 | } |
| 198 | } |
| 199 | |
| 200 | armnnSerializer::NormalizationAlgorithmMethod GetFlatBufferNormalizationAlgorithmMethod( |
| 201 | armnn::NormalizationAlgorithmMethod normalizationAlgorithmMethod) |
| 202 | { |
| 203 | switch (normalizationAlgorithmMethod) |
| 204 | { |
| 205 | case armnn::NormalizationAlgorithmMethod::LocalBrightness: |
| 206 | return armnnSerializer::NormalizationAlgorithmMethod::NormalizationAlgorithmMethod_LocalBrightness; |
| 207 | case armnn::NormalizationAlgorithmMethod::LocalContrast: |
| 208 | return armnnSerializer::NormalizationAlgorithmMethod::NormalizationAlgorithmMethod_LocalContrast; |
| 209 | default: |
| 210 | return armnnSerializer::NormalizationAlgorithmMethod::NormalizationAlgorithmMethod_LocalBrightness; |
| 211 | } |
| 212 | } |
| 213 | |
FinnWilliamsArm | 6fb339a | 2019-06-28 15:07:10 +0100 | [diff] [blame] | 214 | armnnSerializer::ResizeMethod GetFlatBufferResizeMethod(armnn::ResizeMethod method) |
| 215 | { |
| 216 | switch (method) |
| 217 | { |
| 218 | case armnn::ResizeMethod::NearestNeighbor: |
| 219 | return armnnSerializer::ResizeMethod_NearestNeighbor; |
| 220 | case armnn::ResizeMethod::Bilinear: |
| 221 | return armnnSerializer::ResizeMethod_Bilinear; |
| 222 | default: |
| 223 | return armnnSerializer::ResizeMethod_NearestNeighbor; |
| 224 | } |
| 225 | } |
| 226 | |
Sadik Armagan | 0c3ea5b | 2021-02-03 09:29:30 +0000 | [diff] [blame] | 227 | armnnSerializer::ReduceOperation GetFlatBufferReduceOperation(armnn::ReduceOperation reduceOperation) |
| 228 | { |
| 229 | switch (reduceOperation) |
| 230 | { |
| 231 | case armnn::ReduceOperation::Sum: |
| 232 | return armnnSerializer::ReduceOperation::ReduceOperation_Sum; |
| 233 | case armnn::ReduceOperation::Max: |
| 234 | return armnnSerializer::ReduceOperation::ReduceOperation_Max; |
| 235 | case armnn::ReduceOperation::Mean: |
| 236 | return armnnSerializer::ReduceOperation::ReduceOperation_Mean; |
| 237 | case armnn::ReduceOperation::Min: |
| 238 | return armnnSerializer::ReduceOperation::ReduceOperation_Min; |
Teresa Charlin | 4e3e831 | 2021-08-05 12:34:37 +0100 | [diff] [blame] | 239 | case armnn::ReduceOperation::Prod: |
| 240 | return armnnSerializer::ReduceOperation::ReduceOperation_Prod; |
Sadik Armagan | 0c3ea5b | 2021-02-03 09:29:30 +0000 | [diff] [blame] | 241 | default: |
| 242 | return armnnSerializer::ReduceOperation::ReduceOperation_Sum; |
| 243 | } |
| 244 | } |
| 245 | |
Aron Virginas-Tar | e80ebd1 | 2019-10-17 16:11:54 +0100 | [diff] [blame] | 246 | } // namespace armnnSerializer |