Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "HalPolicy.hpp" |
Aron Virginas-Tar | 7a6d11b | 2019-07-03 15:27:08 +0100 | [diff] [blame] | 7 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 8 | namespace armnn_driver |
| 9 | { |
| 10 | namespace hal_1_2 |
| 11 | { |
| 12 | |
Teresa Charlin | 8f6429d | 2019-10-01 13:10:15 +0100 | [diff] [blame] | 13 | using namespace armnn; |
| 14 | |
Aron Virginas-Tar | 65a1b1d | 2019-11-15 15:59:51 +0000 | [diff] [blame] | 15 | namespace |
| 16 | { |
| 17 | |
Aron Virginas-Tar | 65a1b1d | 2019-11-15 15:59:51 +0000 | [diff] [blame] | 18 | } // anonymous namespace |
| 19 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 20 | bool HalPolicy::ConvertOperation(const Operation& operation, const Model& model, ConversionData& data) |
| 21 | { |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 22 | switch (operation.type) |
| 23 | { |
Kevin May | 407718f | 2019-09-09 14:46:41 +0100 | [diff] [blame] | 24 | case V1_2::OperationType::ABS: |
josh minor | 00a963b | 2020-01-08 11:55:35 -0600 | [diff] [blame] | 25 | return ConvertElementwiseUnary(operation, model, data, UnaryOperation::Abs); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 26 | case V1_2::OperationType::ADD: |
| 27 | return ConvertAdd(operation, model, data); |
Francis Murtagh | 19fa0cc | 2019-11-19 12:06:47 +0000 | [diff] [blame] | 28 | case V1_2::OperationType::ARGMAX: |
| 29 | return ConvertArgMinMax(operation, model, data, ArgMinMaxFunction::Max); |
| 30 | case V1_2::OperationType::ARGMIN: |
| 31 | return ConvertArgMinMax(operation, model, data, ArgMinMaxFunction::Min); |
Sadik Armagan | 15d63e2 | 2019-07-26 16:59:35 +0100 | [diff] [blame] | 32 | case V1_2::OperationType::AVERAGE_POOL_2D: |
| 33 | return ConvertAveragePool2d(operation, model, data); |
Finn Williams | 23b87b3 | 2019-07-30 11:44:05 +0100 | [diff] [blame] | 34 | case V1_2::OperationType::BATCH_TO_SPACE_ND: |
| 35 | return ConvertBatchToSpaceNd(operation, model, data); |
Mike Kelly | b880520 | 2019-07-31 17:25:43 +0100 | [diff] [blame] | 36 | case V1_2::OperationType::CONCATENATION: |
| 37 | return ConvertConcatenation(operation, model, data); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 38 | case V1_2::OperationType::CONV_2D: |
Aron Virginas-Tar | 24e699d | 2019-06-17 14:47:46 +0100 | [diff] [blame] | 39 | return ConvertConv2d(operation, model, data); |
Aron Virginas-Tar | 8edb16d | 2019-10-01 13:34:59 +0100 | [diff] [blame] | 40 | case V1_2::OperationType::DEPTH_TO_SPACE: |
| 41 | return ConvertDepthToSpace(operation, model, data); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 42 | case V1_2::OperationType::DEPTHWISE_CONV_2D: |
Aron Virginas-Tar | 24e699d | 2019-06-17 14:47:46 +0100 | [diff] [blame] | 43 | return ConvertDepthwiseConv2d(operation, model, data); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 44 | case V1_2::OperationType::DEQUANTIZE: |
| 45 | return ConvertDequantize(operation, model, data); |
| 46 | case V1_2::OperationType::DIV: |
| 47 | return ConvertDiv(operation, model, data); |
Aron Virginas-Tar | 3e0982b | 2019-10-29 14:25:09 +0000 | [diff] [blame] | 48 | case V1_2::OperationType::EQUAL: |
| 49 | return ConvertComparison(operation, model, data, ComparisonOperation::Equal); |
Teresa Charlin | cb31b3b | 2020-09-30 18:28:18 +0100 | [diff] [blame^] | 50 | case V1_2::OperationType::EXP: |
| 51 | return ConvertElementwiseUnary(operation, model, data, UnaryOperation::Exp); |
Narumol Prangnawarat | 85f9654 | 2019-09-12 16:26:29 +0100 | [diff] [blame] | 52 | case V1_2::OperationType::EXPAND_DIMS: |
| 53 | return ConvertExpandDims(operation, model, data); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 54 | case V1_2::OperationType::FLOOR: |
| 55 | return ConvertFloor(operation, model, data); |
| 56 | case V1_2::OperationType::FULLY_CONNECTED: |
| 57 | return ConvertFullyConnected(operation, model, data); |
Teresa Charlin | f931af9 | 2020-04-10 16:46:53 +0100 | [diff] [blame] | 58 | case V1_2::OperationType::GATHER: |
| 59 | return ConvertGather(operation, model, data); |
Aron Virginas-Tar | 3e0982b | 2019-10-29 14:25:09 +0000 | [diff] [blame] | 60 | case V1_2::OperationType::GREATER: |
| 61 | return ConvertComparison(operation, model, data, ComparisonOperation::Greater); |
| 62 | case V1_2::OperationType::GREATER_EQUAL: |
| 63 | return ConvertComparison(operation, model, data, ComparisonOperation::GreaterOrEqual); |
Teresa Charlin | 8f6429d | 2019-10-01 13:10:15 +0100 | [diff] [blame] | 64 | case V1_2::OperationType::GROUPED_CONV_2D: |
| 65 | return ConvertGroupedConv2d(operation, model, data); |
Aron Virginas-Tar | a2a7380 | 2019-10-09 15:30:40 +0100 | [diff] [blame] | 66 | case V1_2::OperationType::INSTANCE_NORMALIZATION: |
| 67 | return ConvertInstanceNormalization(operation, model, data); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 68 | case V1_2::OperationType::L2_NORMALIZATION: |
| 69 | return ConvertL2Normalization(operation, model, data); |
Sadik Armagan | 15d63e2 | 2019-07-26 16:59:35 +0100 | [diff] [blame] | 70 | case V1_2::OperationType::L2_POOL_2D: |
| 71 | return ConvertL2Pool2d(operation, model, data); |
Aron Virginas-Tar | 3e0982b | 2019-10-29 14:25:09 +0000 | [diff] [blame] | 72 | case V1_2::OperationType::LESS: |
| 73 | return ConvertComparison(operation, model, data, ComparisonOperation::Less); |
| 74 | case V1_2::OperationType::LESS_EQUAL: |
| 75 | return ConvertComparison(operation, model, data, ComparisonOperation::LessOrEqual); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 76 | case V1_2::OperationType::LOCAL_RESPONSE_NORMALIZATION: |
| 77 | return ConvertLocalResponseNormalization(operation, model, data); |
| 78 | case V1_2::OperationType::LOGISTIC: |
| 79 | return ConvertLogistic(operation, model, data); |
Aron Virginas-Tar | 75e6779 | 2019-10-15 13:33:03 +0100 | [diff] [blame] | 80 | case V1_2::OperationType::LOG_SOFTMAX: |
| 81 | return ConvertLogSoftmax(operation, model, data); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 82 | case V1_2::OperationType::LSTM: |
| 83 | return ConvertLstm(operation, model, data); |
Sadik Armagan | 15d63e2 | 2019-07-26 16:59:35 +0100 | [diff] [blame] | 84 | case V1_2::OperationType::MAX_POOL_2D: |
| 85 | return ConvertMaxPool2d(operation, model, data); |
Narumol Prangnawarat | 95b1ef6 | 2019-07-15 12:02:20 +0100 | [diff] [blame] | 86 | case V1_2::OperationType::MAXIMUM: |
| 87 | return ConvertMaximum(operation, model, data); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 88 | case V1_2::OperationType::MEAN: |
| 89 | return ConvertMean(operation, model, data); |
Ellen Norris-Thompson | 1cb29aa | 2019-07-11 17:27:37 +0100 | [diff] [blame] | 90 | case V1_2::OperationType::MINIMUM: |
| 91 | return ConvertMinimum(operation, model, data); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 92 | case V1_2::OperationType::MUL: |
| 93 | return ConvertMul(operation, model, data); |
Sadik Armagan | cae7e92 | 2020-03-23 14:35:05 +0000 | [diff] [blame] | 94 | case V1_2::OperationType::NEG: |
| 95 | return ConvertElementwiseUnary(operation, model, data, UnaryOperation::Neg); |
Aron Virginas-Tar | 3e0982b | 2019-10-29 14:25:09 +0000 | [diff] [blame] | 96 | case V1_2::OperationType::NOT_EQUAL: |
| 97 | return ConvertComparison(operation, model, data, ComparisonOperation::NotEqual); |
Mike Kelly | 3c67394 | 2019-07-25 09:26:06 +0100 | [diff] [blame] | 98 | case V1_2::OperationType::PAD: |
Aron Virginas-Tar | c921f6b | 2019-07-25 10:14:33 +0100 | [diff] [blame] | 99 | return ConvertPad(operation, model, data); |
Aron Virginas-Tar | cb8ac84 | 2019-07-05 15:47:07 +0100 | [diff] [blame] | 100 | case V1_2::OperationType::PAD_V2: |
| 101 | return ConvertPadV2(operation, model, data); |
Matteo Martincigh | 17ffff3 | 2019-06-27 14:12:55 +0100 | [diff] [blame] | 102 | case V1_2::OperationType::PRELU: |
| 103 | return ConvertPrelu(operation, model, data); |
Sadik Armagan | 5a476a8 | 2019-07-30 09:43:18 +0100 | [diff] [blame] | 104 | case V1_2::OperationType::QUANTIZE: |
| 105 | return ConvertQuantize(operation, model, data); |
Ellen Norris-Thompson | 7efb46d | 2019-07-24 17:39:19 +0100 | [diff] [blame] | 106 | case V1_2::OperationType::QUANTIZED_16BIT_LSTM: |
Sadik Armagan | 813f230 | 2020-05-19 14:10:30 +0100 | [diff] [blame] | 107 | return ConvertQuantized16BitLstm(operation, model, data); |
Sadik Armagan | 6111316 | 2019-07-25 09:09:40 +0100 | [diff] [blame] | 108 | case V1_2::OperationType::RELU: |
| 109 | return ConvertReLu(operation, model, data); |
| 110 | case V1_2::OperationType::RELU1: |
| 111 | return ConvertReLu1(operation, model, data); |
| 112 | case V1_2::OperationType::RELU6: |
| 113 | return ConvertReLu6(operation, model, data); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 114 | case V1_2::OperationType::RESHAPE: |
| 115 | return ConvertReshape(operation, model, data); |
Aron Virginas-Tar | fb2fa29 | 2019-07-04 11:59:48 +0100 | [diff] [blame] | 116 | case V1_2::OperationType::RESIZE_BILINEAR: |
Teresa Charlin | 8f6429d | 2019-10-01 13:10:15 +0100 | [diff] [blame] | 117 | return ConvertResize(operation, model, data, ResizeMethod::Bilinear); |
Aron Virginas-Tar | 7a6d11b | 2019-07-03 15:27:08 +0100 | [diff] [blame] | 118 | case V1_2::OperationType::RESIZE_NEAREST_NEIGHBOR: |
Teresa Charlin | 8f6429d | 2019-10-01 13:10:15 +0100 | [diff] [blame] | 119 | return ConvertResize(operation, model, data, ResizeMethod::NearestNeighbor); |
Aron Virginas-Tar | fa6544e | 2019-09-10 14:42:22 +0100 | [diff] [blame] | 120 | case V1_2::OperationType::RSQRT: |
josh minor | 00a963b | 2020-01-08 11:55:35 -0600 | [diff] [blame] | 121 | return ConvertElementwiseUnary(operation, model, data, UnaryOperation::Rsqrt); |
Sadik Armagan | 701d9a0 | 2019-09-04 15:16:18 +0100 | [diff] [blame] | 122 | case V1_2::OperationType::SQRT: |
| 123 | return ConvertSqrt(operation, model, data); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 124 | case V1_2::OperationType::SQUEEZE: |
| 125 | return ConvertSqueeze(operation, model, data); |
| 126 | case V1_2::OperationType::STRIDED_SLICE: |
| 127 | return ConvertStridedSlice(operation, model, data); |
| 128 | case V1_2::OperationType::TRANSPOSE: |
| 129 | return ConvertTranspose(operation, model, data); |
David Monahan | 613b49c | 2019-06-27 11:37:47 +0100 | [diff] [blame] | 130 | case V1_2::OperationType::TRANSPOSE_CONV_2D: |
Aron Virginas-Tar | 8b99168 | 2019-07-31 12:54:59 +0100 | [diff] [blame] | 131 | return ConvertTransposeConv2d(operation, model, data); |
Francis Murtagh | 074c25a | 2019-07-22 16:40:57 +0100 | [diff] [blame] | 132 | case V1_2::OperationType::SOFTMAX: |
| 133 | return ConvertSoftmax(operation, model, data); |
Finn Williams | d74c505 | 2019-07-30 17:06:00 +0100 | [diff] [blame] | 134 | case V1_2::OperationType::SPACE_TO_BATCH_ND : |
| 135 | return ConvertSpaceToBatchNd(operation, model, data); |
Aron Virginas-Tar | ad1ab53 | 2019-07-25 11:24:42 +0100 | [diff] [blame] | 136 | case V1_2::OperationType::SPACE_TO_DEPTH: |
| 137 | return ConvertSpaceToDepth(operation, model, data); |
Mike Kelly | 0a87936 | 2019-07-29 16:56:31 +0100 | [diff] [blame] | 138 | case V1_2::OperationType::SUB: |
| 139 | return ConvertSub(operation, model, data); |
Sadik Armagan | 6111316 | 2019-07-25 09:09:40 +0100 | [diff] [blame] | 140 | case V1_2::OperationType::TANH: |
| 141 | return ConvertTanH(operation, model, data); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 142 | default: |
| 143 | return Fail("%s: Operation type %s not supported in ArmnnDriver", |
| 144 | __func__, toString(operation.type).c_str()); |
| 145 | } |
| 146 | } |
| 147 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 148 | bool HalPolicy::ConvertAdd(const Operation& operation, const Model& model, ConversionData& data) |
| 149 | { |
| 150 | ALOGV("hal_1_2::HalPolicy::ConvertAdd()"); |
| 151 | return ::ConvertAdd<hal_1_2::HalPolicy>(operation, model, data); |
| 152 | } |
| 153 | |
Francis Murtagh | 19fa0cc | 2019-11-19 12:06:47 +0000 | [diff] [blame] | 154 | bool HalPolicy::ConvertArgMinMax(const V1_2::Operation& operation, |
| 155 | const V1_2::Model& model, |
| 156 | ConversionData& data, |
| 157 | armnn::ArgMinMaxFunction argMinMaxFunction) |
| 158 | { |
| 159 | ALOGV("hal_1_2::HalPolicy::ConvertArgMinMax()"); |
| 160 | return ::ConvertArgMinMax<hal_1_2::HalPolicy>(operation, model, data, argMinMaxFunction); |
| 161 | } |
| 162 | |
Sadik Armagan | 15d63e2 | 2019-07-26 16:59:35 +0100 | [diff] [blame] | 163 | bool HalPolicy::ConvertAveragePool2d(const Operation& operation, const Model& model, ConversionData& data) |
| 164 | { |
| 165 | ALOGV("hal_1_2::HalPolicy::ConvertAveragePool2d()"); |
Teresa Charlin | 8f6429d | 2019-10-01 13:10:15 +0100 | [diff] [blame] | 166 | return ConvertPooling2d<hal_1_2::HalPolicy>(operation, __func__, PoolingAlgorithm::Average, model, data); |
Sadik Armagan | 15d63e2 | 2019-07-26 16:59:35 +0100 | [diff] [blame] | 167 | } |
| 168 | |
Finn Williams | 23b87b3 | 2019-07-30 11:44:05 +0100 | [diff] [blame] | 169 | bool HalPolicy::ConvertBatchToSpaceNd(const Operation& operation, const Model& model, ConversionData& data) |
| 170 | { |
| 171 | ALOGV("hal_1_2::HalPolicy::ConvertBatchToSpaceNd()"); |
| 172 | return ::ConvertBatchToSpaceNd<hal_1_2::HalPolicy>(operation, model, data); |
| 173 | } |
| 174 | |
Aron Virginas-Tar | 3e0982b | 2019-10-29 14:25:09 +0000 | [diff] [blame] | 175 | bool HalPolicy::ConvertComparison(const Operation& operation, |
| 176 | const Model& model, |
| 177 | ConversionData& data, |
| 178 | ComparisonOperation comparisonOperation) |
| 179 | { |
| 180 | ALOGV("hal_1_2::HalPolicy::ConvertComparison()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 181 | return ::ConvertComparison_1_2<hal_1_2::HalPolicy>(operation, model, data, comparisonOperation); |
Aron Virginas-Tar | 3e0982b | 2019-10-29 14:25:09 +0000 | [diff] [blame] | 182 | } |
| 183 | |
Mike Kelly | b880520 | 2019-07-31 17:25:43 +0100 | [diff] [blame] | 184 | bool HalPolicy::ConvertConcatenation(const Operation& operation, const Model& model, ConversionData& data) |
| 185 | { |
| 186 | ALOGV("hal_1_2::HalPolicy::ConvertConcatenation()"); |
| 187 | return ::ConvertConcatenation<hal_1_2::HalPolicy>(operation, model, data); |
| 188 | } |
| 189 | |
Aron Virginas-Tar | 24e699d | 2019-06-17 14:47:46 +0100 | [diff] [blame] | 190 | bool HalPolicy::ConvertConv2d(const Operation& operation, const Model& model, ConversionData& data) |
| 191 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 192 | ALOGV("hal_1_2::HalPolicy::ConvertConv2d()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 193 | return ::ConvertConv2d_1_2<hal_1_2::HalPolicy>(operation, model, data); |
Aron Virginas-Tar | 24e699d | 2019-06-17 14:47:46 +0100 | [diff] [blame] | 194 | } |
| 195 | |
Aron Virginas-Tar | 8edb16d | 2019-10-01 13:34:59 +0100 | [diff] [blame] | 196 | bool HalPolicy::ConvertDepthToSpace(const Operation& operation, const Model& model, ConversionData& data) |
| 197 | { |
| 198 | ALOGV("hal_1_2::HalPolicy::ConvertDepthToSpace()"); |
| 199 | return ::ConvertDepthToSpace<hal_1_2::HalPolicy>(operation, model, data); |
| 200 | } |
| 201 | |
Aron Virginas-Tar | 24e699d | 2019-06-17 14:47:46 +0100 | [diff] [blame] | 202 | bool HalPolicy::ConvertDepthwiseConv2d(const Operation& operation, const Model& model, ConversionData& data) |
| 203 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 204 | ALOGV("hal_1_2::HalPolicy::ConvertDepthwiseConv2d()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 205 | return ::ConvertDepthwiseConv2d_1_2<hal_1_2::HalPolicy>(operation, model, data); |
Aron Virginas-Tar | 24e699d | 2019-06-17 14:47:46 +0100 | [diff] [blame] | 206 | } |
| 207 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 208 | bool HalPolicy::ConvertDequantize(const Operation& operation, const Model& model, ConversionData& data) |
| 209 | { |
| 210 | ALOGV("hal_1_2::HalPolicy::ConvertDequantize()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 211 | return ::ConvertDequantize_1_2<hal_1_2::HalPolicy>(operation, model, data); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 212 | } |
| 213 | |
| 214 | bool HalPolicy::ConvertDiv(const Operation& operation, const Model& model, ConversionData& data) |
| 215 | { |
| 216 | ALOGV("hal_1_2::HalPolicy::ConvertDiv()"); |
| 217 | return ::ConvertDiv<hal_1_2::HalPolicy>(operation, model, data); |
| 218 | } |
| 219 | |
josh minor | 00a963b | 2020-01-08 11:55:35 -0600 | [diff] [blame] | 220 | bool HalPolicy::ConvertElementwiseUnary(const Operation& operation, |
| 221 | const Model& model, |
| 222 | ConversionData& data, |
| 223 | UnaryOperation unaryOperation) |
| 224 | { |
| 225 | ALOGV("hal_1_2::HalPolicy::ConvertElementwiseUnary()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 226 | return ::ConvertElementwiseUnary<hal_1_2::HalPolicy>(operation, model, data, unaryOperation); |
josh minor | 00a963b | 2020-01-08 11:55:35 -0600 | [diff] [blame] | 227 | } |
| 228 | |
Narumol Prangnawarat | 85f9654 | 2019-09-12 16:26:29 +0100 | [diff] [blame] | 229 | bool HalPolicy::ConvertExpandDims(const Operation& operation, const Model& model, ConversionData& data) |
| 230 | { |
| 231 | ALOGV("hal_1_2::HalPolicy::ConvertExpandDims()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 232 | return ::ConvertExpandDims<hal_1_2::HalPolicy>(operation, model, data); |
Narumol Prangnawarat | 85f9654 | 2019-09-12 16:26:29 +0100 | [diff] [blame] | 233 | } |
| 234 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 235 | bool HalPolicy::ConvertFloor(const Operation& operation, const Model& model, ConversionData& data) |
| 236 | { |
| 237 | ALOGV("hal_1_2::HalPolicy::ConvertFloor()"); |
| 238 | return ::ConvertFloor<hal_1_2::HalPolicy>(operation, model, data); |
| 239 | } |
| 240 | |
| 241 | bool HalPolicy::ConvertFullyConnected(const Operation& operation, const Model& model, ConversionData& data) |
| 242 | { |
| 243 | ALOGV("hal_1_2::HalPolicy::ConvertFullyConnected()"); |
| 244 | return ::ConvertFullyConnected<hal_1_2::HalPolicy>(operation, model, data); |
| 245 | } |
| 246 | |
Teresa Charlin | f931af9 | 2020-04-10 16:46:53 +0100 | [diff] [blame] | 247 | bool HalPolicy::ConvertGather (const Operation& operation, const Model& model, ConversionData& data) |
| 248 | { |
| 249 | ALOGV("hal_1_2::HalPolicy::ConvertGather()"); |
| 250 | return ::ConvertGather<hal_1_2::HalPolicy>(operation, model, data); |
| 251 | } |
| 252 | |
Teresa Charlin | 8f6429d | 2019-10-01 13:10:15 +0100 | [diff] [blame] | 253 | bool HalPolicy::ConvertGroupedConv2d(const Operation& operation, const Model& model, ConversionData& data) |
| 254 | { |
| 255 | ALOGV("hal_1_2::HalPolicy::ConvertGroupedConv2d()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 256 | return ::ConvertGroupedConv2d<hal_1_2::HalPolicy>(operation, model, data); |
Teresa Charlin | 8f6429d | 2019-10-01 13:10:15 +0100 | [diff] [blame] | 257 | } |
| 258 | |
Aron Virginas-Tar | a2a7380 | 2019-10-09 15:30:40 +0100 | [diff] [blame] | 259 | bool HalPolicy::ConvertInstanceNormalization(const Operation& operation, const Model& model, ConversionData& data) |
| 260 | { |
| 261 | ALOGV("hal_1_2::HalPolicy::ConvertInstanceNormalization()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 262 | return ::ConvertInstanceNormalization<hal_1_2::HalPolicy>(operation, model, data); |
Aron Virginas-Tar | a2a7380 | 2019-10-09 15:30:40 +0100 | [diff] [blame] | 263 | } |
| 264 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 265 | bool HalPolicy::ConvertL2Normalization(const Operation& operation, const Model& model, ConversionData& data) |
| 266 | { |
| 267 | ALOGV("hal_1_2::HalPolicy::ConvertL2Normalization()"); |
| 268 | return ::ConvertL2Normalization<hal_1_2::HalPolicy>(operation, model, data); |
| 269 | } |
| 270 | |
Sadik Armagan | 15d63e2 | 2019-07-26 16:59:35 +0100 | [diff] [blame] | 271 | bool HalPolicy::ConvertL2Pool2d(const Operation& operation, const Model& model, ConversionData& data) |
| 272 | { |
| 273 | ALOGV("hal_1_2::HalPolicy::ConvertL2Pool2d()"); |
Teresa Charlin | 8f6429d | 2019-10-01 13:10:15 +0100 | [diff] [blame] | 274 | return ConvertPooling2d<hal_1_2::HalPolicy>(operation, __func__, PoolingAlgorithm::L2, model, data); |
Sadik Armagan | 15d63e2 | 2019-07-26 16:59:35 +0100 | [diff] [blame] | 275 | } |
| 276 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 277 | bool HalPolicy::ConvertLocalResponseNormalization(const Operation& operation, |
| 278 | const Model& model, |
| 279 | ConversionData& data) |
| 280 | { |
| 281 | ALOGV("hal_1_2::HalPolicy::ConvertLocalResponseNormalization()"); |
| 282 | return ::ConvertLocalResponseNormalization<hal_1_2::HalPolicy>(operation, model, data); |
| 283 | } |
| 284 | |
| 285 | bool HalPolicy::ConvertLogistic(const Operation& operation, const Model& model, ConversionData& data) |
| 286 | { |
| 287 | ALOGV("hal_1_2::HalPolicy::ConvertLogistic()"); |
| 288 | return ::ConvertLogistic<hal_1_2::HalPolicy>(operation, model, data); |
| 289 | } |
| 290 | |
Aron Virginas-Tar | 75e6779 | 2019-10-15 13:33:03 +0100 | [diff] [blame] | 291 | bool HalPolicy::ConvertLogSoftmax(const Operation& operation, const Model& model, ConversionData& data) |
| 292 | { |
| 293 | ALOGV("hal_1_2::HalPolicy::ConvertLogSoftmax()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 294 | return ::ConvertLogSoftmax<hal_1_2::HalPolicy>(operation, model, data); |
Aron Virginas-Tar | 75e6779 | 2019-10-15 13:33:03 +0100 | [diff] [blame] | 295 | } |
| 296 | |
Sadik Armagan | 15d63e2 | 2019-07-26 16:59:35 +0100 | [diff] [blame] | 297 | bool HalPolicy::ConvertMaxPool2d(const Operation& operation, const Model& model, ConversionData& data) |
| 298 | { |
| 299 | ALOGV("hal_1_2::HalPolicy::ConvertMaxPool2d()"); |
Teresa Charlin | 8f6429d | 2019-10-01 13:10:15 +0100 | [diff] [blame] | 300 | return ConvertPooling2d<hal_1_2::HalPolicy>(operation, __func__, PoolingAlgorithm::Max, model, data); |
Sadik Armagan | 15d63e2 | 2019-07-26 16:59:35 +0100 | [diff] [blame] | 301 | } |
| 302 | |
Narumol Prangnawarat | 95b1ef6 | 2019-07-15 12:02:20 +0100 | [diff] [blame] | 303 | bool HalPolicy::ConvertMaximum(const Operation& operation, const Model& model, ConversionData& data) |
| 304 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 305 | ALOGV("hal_1_2::HalPolicy::ConvertMaximum()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 306 | return ::ConvertMaximum<hal_1_2::HalPolicy>(operation, model, data); |
Narumol Prangnawarat | 95b1ef6 | 2019-07-15 12:02:20 +0100 | [diff] [blame] | 307 | } |
| 308 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 309 | bool HalPolicy::ConvertMean(const Operation& operation, const Model& model, ConversionData& data) |
| 310 | { |
| 311 | ALOGV("hal_1_2::HalPolicy::ConvertMean()"); |
| 312 | return ::ConvertMean<hal_1_2::HalPolicy>(operation, model, data); |
| 313 | } |
| 314 | |
Ellen Norris-Thompson | 1cb29aa | 2019-07-11 17:27:37 +0100 | [diff] [blame] | 315 | bool HalPolicy::ConvertMinimum(const Operation& operation, const Model& model, ConversionData& data) |
| 316 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 317 | ALOGV("hal_1_2::HalPolicy::ConvertMinimum()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 318 | return ::ConvertMinimum<hal_1_2::HalPolicy>(operation, model, data); |
Ellen Norris-Thompson | 1cb29aa | 2019-07-11 17:27:37 +0100 | [diff] [blame] | 319 | } |
| 320 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 321 | bool HalPolicy::ConvertMul(const Operation& operation, const Model& model, ConversionData& data) |
| 322 | { |
| 323 | ALOGV("hal_1_2::HalPolicy::ConvertMul()"); |
| 324 | return ::ConvertMul<hal_1_2::HalPolicy>(operation, model, data); |
| 325 | } |
| 326 | |
Aron Virginas-Tar | c921f6b | 2019-07-25 10:14:33 +0100 | [diff] [blame] | 327 | bool HalPolicy::ConvertPad(const Operation& operation, const Model& model, ConversionData& data) |
| 328 | { |
| 329 | ALOGV("hal_1_2::HalPolicy::ConvertPad()"); |
| 330 | return ::ConvertPad<hal_1_2::HalPolicy>(operation, model, data); |
| 331 | } |
| 332 | |
Aron Virginas-Tar | cb8ac84 | 2019-07-05 15:47:07 +0100 | [diff] [blame] | 333 | bool HalPolicy::ConvertPadV2(const Operation& operation, const Model& model, ConversionData& data) |
| 334 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 335 | ALOGV("hal_1_2::HalPolicy::ConvertPadV2()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 336 | return ::ConvertPadV2<hal_1_2::HalPolicy>(operation, model, data); |
Aron Virginas-Tar | cb8ac84 | 2019-07-05 15:47:07 +0100 | [diff] [blame] | 337 | } |
| 338 | |
Matteo Martincigh | 17ffff3 | 2019-06-27 14:12:55 +0100 | [diff] [blame] | 339 | bool HalPolicy::ConvertPrelu(const Operation& operation, const Model& model, ConversionData& data) |
| 340 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 341 | ALOGV("hal_1_2::HalPolicy::ConvertPrelu()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 342 | return ::ConvertPrelu<hal_1_2::HalPolicy>(operation, model, data); |
Matteo Martincigh | 17ffff3 | 2019-06-27 14:12:55 +0100 | [diff] [blame] | 343 | } |
| 344 | |
Sadik Armagan | 5a476a8 | 2019-07-30 09:43:18 +0100 | [diff] [blame] | 345 | bool HalPolicy::ConvertQuantize(const Operation& operation, const Model& model, ConversionData& data) |
| 346 | { |
| 347 | ALOGV("hal_1_2::HalPolicy::ConvertQuantize()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 348 | return ::ConvertQuantize<hal_1_2::HalPolicy>(operation, model, data); |
Sadik Armagan | 5a476a8 | 2019-07-30 09:43:18 +0100 | [diff] [blame] | 349 | } |
| 350 | |
Sadik Armagan | 813f230 | 2020-05-19 14:10:30 +0100 | [diff] [blame] | 351 | bool HalPolicy::ConvertQuantized16BitLstm(const Operation& operation, const Model& model, ConversionData& data) |
Ellen Norris-Thompson | 7efb46d | 2019-07-24 17:39:19 +0100 | [diff] [blame] | 352 | { |
Sadik Armagan | 813f230 | 2020-05-19 14:10:30 +0100 | [diff] [blame] | 353 | ALOGV("hal_1_2::HalPolicy::ConvertQuantized16BitLstm()"); |
| 354 | return ::ConvertQuantized16BitLstm<hal_1_2::HalPolicy>(operation, model, data); |
Ellen Norris-Thompson | 7efb46d | 2019-07-24 17:39:19 +0100 | [diff] [blame] | 355 | } |
| 356 | |
Sadik Armagan | 6111316 | 2019-07-25 09:09:40 +0100 | [diff] [blame] | 357 | bool HalPolicy::ConvertReLu(const Operation& operation, const Model& model, ConversionData& data) |
| 358 | { |
| 359 | ALOGV("hal_1_2::HalPolicy::ConvertReLu()"); |
| 360 | return ::ConvertReLu<hal_1_2::HalPolicy>(operation, model, data); |
| 361 | } |
| 362 | |
| 363 | bool HalPolicy::ConvertReLu1(const Operation& operation, const Model& model, ConversionData& data) |
| 364 | { |
| 365 | ALOGV("hal_1_2::HalPolicy::ConvertReLu1()"); |
| 366 | return ::ConvertReLu1<hal_1_2::HalPolicy>(operation, model, data); |
| 367 | } |
| 368 | |
| 369 | bool HalPolicy::ConvertReLu6(const Operation& operation, const Model& model, ConversionData& data) |
| 370 | { |
| 371 | ALOGV("hal_1_2::HalPolicy::ConvertReLu6()"); |
| 372 | return ::ConvertReLu6<hal_1_2::HalPolicy>(operation, model, data); |
| 373 | } |
| 374 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 375 | bool HalPolicy::ConvertReshape(const Operation& operation, const Model& model, ConversionData& data) |
| 376 | { |
| 377 | ALOGV("hal_1_2::HalPolicy::ConvertReshape()"); |
| 378 | return ::ConvertReshape<hal_1_2::HalPolicy>(operation, model, data); |
| 379 | } |
| 380 | |
Aron Virginas-Tar | fb2fa29 | 2019-07-04 11:59:48 +0100 | [diff] [blame] | 381 | bool HalPolicy::ConvertResize(const Operation& operation, |
| 382 | const Model& model, |
| 383 | ConversionData& data, |
Teresa Charlin | 8f6429d | 2019-10-01 13:10:15 +0100 | [diff] [blame] | 384 | ResizeMethod resizeMethod) |
Aron Virginas-Tar | 7a6d11b | 2019-07-03 15:27:08 +0100 | [diff] [blame] | 385 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 386 | ALOGV("hal_1_2::HalPolicy::ConvertResize()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 387 | return ::ConvertResize<hal_1_2::HalPolicy>(operation, model, data, resizeMethod); |
Aron Virginas-Tar | 7a6d11b | 2019-07-03 15:27:08 +0100 | [diff] [blame] | 388 | } |
| 389 | |
Finn Williams | d74c505 | 2019-07-30 17:06:00 +0100 | [diff] [blame] | 390 | bool HalPolicy::ConvertSpaceToBatchNd(const Operation& operation, const Model& model, ConversionData& data) |
| 391 | { |
| 392 | ALOGV("hal_1_2::HalPolicy::ConvertSpaceToBatchNd()"); |
| 393 | return ::ConvertSpaceToBatchNd<hal_1_2::HalPolicy>(operation, model, data); |
| 394 | } |
| 395 | |
Keith Davis | a6bc52f | 2019-06-26 09:39:49 +0100 | [diff] [blame] | 396 | bool HalPolicy::ConvertSpaceToDepth(const Operation& operation, const Model& model, ConversionData& data) |
| 397 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 398 | ALOGV("hal_1_2::HalPolicy::ConvertSpaceToDepth()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 399 | return ::ConvertSpaceToDepth<hal_1_2::HalPolicy>(operation, model, data); |
Keith Davis | a6bc52f | 2019-06-26 09:39:49 +0100 | [diff] [blame] | 400 | } |
| 401 | |
Francis Murtagh | 074c25a | 2019-07-22 16:40:57 +0100 | [diff] [blame] | 402 | bool HalPolicy::ConvertSoftmax(const Operation& operation, const Model& model, ConversionData& data) |
| 403 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 404 | ALOGV("hal_1_2::HalPolicy::ConvertSoftmax()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 405 | return ::ConvertSoftmax<hal_1_2::HalPolicy>(operation, model, data); |
Francis Murtagh | 074c25a | 2019-07-22 16:40:57 +0100 | [diff] [blame] | 406 | } |
| 407 | |
Mike Kelly | 0a87936 | 2019-07-29 16:56:31 +0100 | [diff] [blame] | 408 | bool HalPolicy::ConvertSub(const Operation& operation, const Model& model, ConversionData& data) |
| 409 | { |
| 410 | ALOGV("hal_1_2::HalPolicy::ConvertSub()"); |
| 411 | return ::ConvertSub<hal_1_2::HalPolicy>(operation, model, data); |
| 412 | } |
| 413 | |
Sadik Armagan | 6111316 | 2019-07-25 09:09:40 +0100 | [diff] [blame] | 414 | bool HalPolicy::ConvertTanH(const Operation& operation, const Model& model, ConversionData& data) |
| 415 | { |
| 416 | ALOGV("hal_1_2::HalPolicy::ConvertTanH()"); |
| 417 | return ::ConvertTanH<hal_1_2::HalPolicy>(operation, model, data); |
| 418 | } |
| 419 | |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 420 | bool HalPolicy::ConvertLstm(const Operation& operation, const Model& model, ConversionData& data) |
| 421 | { |
Pablo Tello | fb45e2f | 2019-10-18 16:51:57 +0100 | [diff] [blame] | 422 | ALOGV("hal_1_2::HalPolicy::ConvertLstm()"); |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 423 | return ::ConvertLstm<hal_1_2::HalPolicy>(operation, model, data); |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 424 | } |
| 425 | |
Sadik Armagan | 701d9a0 | 2019-09-04 15:16:18 +0100 | [diff] [blame] | 426 | bool HalPolicy::ConvertSqrt(const Operation& operation, const Model& model, ConversionData& data) |
| 427 | { |
| 428 | ALOGV("hal_1_2::HalPolicy::ConvertSqrt()"); |
Teresa Charlin | 8f6429d | 2019-10-01 13:10:15 +0100 | [diff] [blame] | 429 | ActivationDescriptor desc; |
| 430 | desc.m_Function = ActivationFunction::Sqrt; |
Sadik Armagan | 701d9a0 | 2019-09-04 15:16:18 +0100 | [diff] [blame] | 431 | |
| 432 | return ::ConvertToActivation<hal_1_2::HalPolicy>(operation, __func__, desc, model, data); |
| 433 | } |
| 434 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 435 | bool HalPolicy::ConvertSqueeze(const Operation& operation, const Model& model, ConversionData& data) |
| 436 | { |
Sadik Armagan | 701d9a0 | 2019-09-04 15:16:18 +0100 | [diff] [blame] | 437 | ALOGV("hal_1_2::HalPolicy::ConvertSqueeze()"); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 438 | return ::ConvertSqueeze<hal_1_2::HalPolicy>(operation, model, data); |
| 439 | } |
| 440 | |
| 441 | bool HalPolicy::ConvertStridedSlice(const Operation& operation, const Model& model, ConversionData& data) |
| 442 | { |
Sadik Armagan | 701d9a0 | 2019-09-04 15:16:18 +0100 | [diff] [blame] | 443 | ALOGV("hal_1_2::HalPolicy::ConvertStridedSlice()"); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 444 | return ::ConvertStridedSlice<hal_1_2::HalPolicy>(operation, model, data); |
| 445 | } |
| 446 | |
| 447 | bool HalPolicy::ConvertTranspose(const Operation& operation, const Model& model, ConversionData& data) |
| 448 | { |
Sadik Armagan | 701d9a0 | 2019-09-04 15:16:18 +0100 | [diff] [blame] | 449 | ALOGV("hal_1_2::HalPolicy::ConvertTranspose()"); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 450 | return ::ConvertTranspose<hal_1_2::HalPolicy>(operation, model, data); |
| 451 | } |
| 452 | |
Aron Virginas-Tar | 8b99168 | 2019-07-31 12:54:59 +0100 | [diff] [blame] | 453 | bool HalPolicy::ConvertTransposeConv2d(const Operation& operation, const Model& model, ConversionData& data) |
David Monahan | 613b49c | 2019-06-27 11:37:47 +0100 | [diff] [blame] | 454 | { |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 455 | ALOGV("hal_1_2::HalPolicy::ConvertTransposeConv2d()"); |
| 456 | return ::ConvertTransposeConv2d<hal_1_2::HalPolicy>(operation, model, data); |
David Monahan | 613b49c | 2019-06-27 11:37:47 +0100 | [diff] [blame] | 457 | } |
| 458 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 459 | } // namespace hal_1_2 |
Matteo Martincigh | 17ffff3 | 2019-06-27 14:12:55 +0100 | [diff] [blame] | 460 | } // namespace armnn_driver |