Laurent Carlier | 749294b | 2020-06-01 09:03:17 +0100 | [diff] [blame] | 1 | // |
Teresa Charlin | 5266473 | 2020-06-29 16:27:03 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 5 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 6 | #include <Layer.hpp> |
| 7 | #include <LayersFwd.hpp> |
David Beck | dcb751f | 2018-10-03 11:42:42 +0100 | [diff] [blame] | 8 | |
David Beck | b4540be | 2018-09-24 13:18:27 +0100 | [diff] [blame] | 9 | #include <armnn/Types.hpp> |
| 10 | #include <armnn/LayerSupport.hpp> |
Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 11 | #include <armnn/backends/IBackendInternal.hpp> |
Francis Murtagh | cae4568 | 2021-04-26 10:07:49 +0100 | [diff] [blame] | 12 | #include <armnn/backends/ILayerSupport.hpp> |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 13 | #include <armnn/BackendHelper.hpp> |
Matteo Martincigh | c601aa6 | 2019-10-29 15:03:22 +0000 | [diff] [blame] | 14 | #include <armnn/BackendRegistry.hpp> |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 15 | #include <armnn/utility/PolymorphicDowncast.hpp> |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 16 | #include <armnn/utility/TransformIterator.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 17 | |
Colm Donelan | 0c47974 | 2021-12-10 12:43:54 +0000 | [diff] [blame] | 18 | #include <armnn/backends/WorkloadFactory.hpp> |
| 19 | #include <armnn/backends/TensorHandle.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 20 | |
David Beck | 111b5d9 | 2018-11-12 14:59:37 +0000 | [diff] [blame] | 21 | #include <sstream> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 22 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 23 | namespace armnn |
| 24 | { |
| 25 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 26 | namespace |
| 27 | { |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 28 | using LayerList = std::list<Layer*>; |
| 29 | using Iterator = LayerList::const_iterator; // Const so pointers in the list can't be modified externally. |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 30 | |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 31 | const TensorInfo OverrideDataType(const TensorInfo& info, Optional<DataType> type) |
| 32 | { |
| 33 | if (!type) |
| 34 | { |
| 35 | return info; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 36 | } |
| 37 | |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 38 | return TensorInfo(info.GetShape(), |
| 39 | type.value(), |
| 40 | info.GetQuantizationScale(), |
| 41 | info.GetQuantizationOffset(), |
| 42 | info.IsConstant()); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 43 | } |
| 44 | |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 45 | } // anonymous namespace |
| 46 | |
Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 47 | inline armnn::Optional<armnn::DataType> GetBiasTypeFromWeightsType(armnn::Optional<armnn::DataType> weightsType) |
| 48 | { |
| 49 | if (!weightsType) |
| 50 | { |
| 51 | return weightsType; |
| 52 | } |
| 53 | |
| 54 | switch(weightsType.value()) |
| 55 | { |
| 56 | case armnn::DataType::BFloat16: |
| 57 | case armnn::DataType::Float16: |
| 58 | case armnn::DataType::Float32: |
| 59 | return weightsType; |
| 60 | case armnn::DataType::QAsymmS8: |
| 61 | case armnn::DataType::QAsymmU8: |
| 62 | case armnn::DataType::QSymmS8: |
| 63 | case armnn::DataType::QSymmS16: |
| 64 | return armnn::DataType::Signed32; |
| 65 | default: |
| 66 | ARMNN_ASSERT_MSG(false, "GetBiasTypeFromWeightsType(): Unsupported data type."); |
| 67 | } |
| 68 | return armnn::EmptyOptional(); |
| 69 | } |
| 70 | |
| 71 | |
Sadik Armagan | 045f6be | 2020-09-10 13:37:32 +0100 | [diff] [blame] | 72 | bool IWorkloadFactory::IsLayerConfigurationSupported(const BackendId& backendId, |
| 73 | const IConnectableLayer& connectableLayer, |
| 74 | Optional<DataType> dataType, |
| 75 | std::string& outReasonIfUnsupported, |
| 76 | const ModelOptions& modelOptions) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 77 | { |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 78 | Optional<std::string&> reason = outReasonIfUnsupported; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 79 | bool result; |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 80 | const Layer& layer = *(PolymorphicDowncast<const Layer*>(&connectableLayer)); |
David Beck | dcb751f | 2018-10-03 11:42:42 +0100 | [diff] [blame] | 81 | |
David Beck | 111b5d9 | 2018-11-12 14:59:37 +0000 | [diff] [blame] | 82 | auto const& backendRegistry = BackendRegistryInstance(); |
| 83 | if (!backendRegistry.IsBackendRegistered(backendId)) |
| 84 | { |
| 85 | std::stringstream ss; |
| 86 | ss << connectableLayer.GetName() << " is not supported on " << backendId |
| 87 | << " because this backend is not registered."; |
| 88 | |
| 89 | outReasonIfUnsupported = ss.str(); |
| 90 | return false; |
| 91 | } |
| 92 | |
| 93 | auto backendFactory = backendRegistry.GetFactory(backendId); |
| 94 | auto backendObject = backendFactory(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 95 | auto layerSupportObject = LayerSupportHandle(backendObject->GetLayerSupport(modelOptions), backendId); |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 96 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 97 | switch(layer.GetType()) |
| 98 | { |
| 99 | case LayerType::Activation: |
| 100 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 101 | auto cLayer = PolymorphicDowncast<const ActivationLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 102 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 103 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 104 | result = layerSupportObject.IsActivationSupported( |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 105 | OverrideDataType(input, dataType), |
| 106 | OverrideDataType(output, dataType), |
| 107 | cLayer->GetParameters(), |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 108 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 109 | break; |
| 110 | } |
| 111 | case LayerType::Addition: |
| 112 | { |
| 113 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 114 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 115 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 116 | result = layerSupportObject.IsAdditionSupported( |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 117 | OverrideDataType(input0, dataType), |
| 118 | OverrideDataType(input1, dataType), |
| 119 | OverrideDataType(output, dataType), |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 120 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 121 | break; |
| 122 | } |
Nikhil Raj | ee391d5 | 2019-09-05 17:50:44 +0100 | [diff] [blame] | 123 | case LayerType::ArgMinMax: |
| 124 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 125 | auto cLayer = PolymorphicDowncast<const ArgMinMaxLayer*>(&layer); |
Nikhil Raj | ee391d5 | 2019-09-05 17:50:44 +0100 | [diff] [blame] | 126 | const ArgMinMaxDescriptor& descriptor = cLayer->GetParameters(); |
| 127 | |
| 128 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 129 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 130 | result = layerSupportObject.IsArgMinMaxSupported( |
Nikhil Raj | ee391d5 | 2019-09-05 17:50:44 +0100 | [diff] [blame] | 131 | OverrideDataType(input, dataType), |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 132 | OverrideDataType(output, DataType::Signed32), |
Nikhil Raj | ee391d5 | 2019-09-05 17:50:44 +0100 | [diff] [blame] | 133 | descriptor, |
| 134 | reason); |
| 135 | break; |
| 136 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 137 | case LayerType::BatchNormalization: |
| 138 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 139 | auto cLayer = PolymorphicDowncast<const BatchNormalizationLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 140 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 141 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 142 | const TensorInfo& mean = cLayer->m_Mean->GetTensorInfo(); |
| 143 | const TensorInfo& var = cLayer->m_Variance->GetTensorInfo(); |
| 144 | const TensorInfo& beta = cLayer->m_Beta->GetTensorInfo(); |
| 145 | const TensorInfo& gamma = cLayer->m_Gamma->GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 146 | result = layerSupportObject.IsBatchNormalizationSupported( |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 147 | OverrideDataType(input, dataType), |
| 148 | OverrideDataType(output, dataType), |
| 149 | OverrideDataType(mean, dataType), |
| 150 | OverrideDataType(var, dataType), |
| 151 | OverrideDataType(beta, dataType), |
| 152 | OverrideDataType(gamma, dataType), |
| 153 | cLayer->GetParameters(), |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 154 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 155 | break; |
| 156 | } |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 157 | case LayerType::BatchToSpaceNd: |
| 158 | { |
| 159 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 160 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 161 | auto cLayer = PolymorphicDowncast<const BatchToSpaceNdLayer*>(&layer); |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 162 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 163 | result = layerSupportObject.IsBatchToSpaceNdSupported(OverrideDataType(input, dataType), |
| 164 | OverrideDataType(output, dataType), |
| 165 | cLayer->GetParameters(), |
| 166 | reason); |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 167 | break; |
| 168 | } |
mathad01 | b392e98 | 2021-04-07 12:07:30 +0100 | [diff] [blame] | 169 | case LayerType::Cast: |
| 170 | { |
| 171 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 172 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 173 | |
| 174 | result = layerSupportObject.IsCastSupported(OverrideDataType(input, dataType), |
| 175 | OverrideDataType(output, dataType), |
| 176 | reason); |
| 177 | break; |
| 178 | } |
Simon Obute | 51f6777 | 2021-09-03 15:50:13 +0100 | [diff] [blame] | 179 | case LayerType::ChannelShuffle: |
| 180 | { |
| 181 | auto cLayer = PolymorphicDowncast<const ChannelShuffleLayer*>(&layer); |
| 182 | |
| 183 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 184 | const TensorInfo& output = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 185 | |
| 186 | const ChannelShuffleDescriptor descriptor = cLayer->GetParameters(); |
| 187 | |
| 188 | result = layerSupportObject.IsChannelShuffleSupported(OverrideDataType(input, dataType), |
| 189 | OverrideDataType(output, dataType), |
| 190 | descriptor, |
| 191 | reason); |
| 192 | break; |
| 193 | } |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 194 | case LayerType::Comparison: |
| 195 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 196 | auto cLayer = PolymorphicDowncast<const ComparisonLayer*>(&layer); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 197 | |
| 198 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 199 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 200 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 201 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 202 | result = layerSupportObject.IsComparisonSupported(OverrideDataType(input0, dataType), |
| 203 | OverrideDataType(input1, dataType), |
| 204 | OverrideDataType(output, DataType::Boolean), |
| 205 | cLayer->GetParameters(), |
| 206 | reason); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 207 | break; |
| 208 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 209 | case LayerType::Constant: |
| 210 | { |
| 211 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 212 | result = layerSupportObject.IsConstantSupported(OverrideDataType(output, dataType), reason); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 213 | break; |
| 214 | } |
Narumol Prangnawarat | 7ddbbae | 2020-03-13 10:26:05 +0000 | [diff] [blame] | 215 | case LayerType::ConvertBf16ToFp32: |
| 216 | { |
| 217 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 218 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 219 | result = layerSupportObject.IsConvertBf16ToFp32Supported(input, output, reason); |
Narumol Prangnawarat | 7ddbbae | 2020-03-13 10:26:05 +0000 | [diff] [blame] | 220 | break; |
| 221 | } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 222 | case LayerType::ConvertFp16ToFp32: |
| 223 | { |
| 224 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 225 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 226 | result = layerSupportObject.IsConvertFp16ToFp32Supported(input, output, reason); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 227 | break; |
| 228 | } |
Narumol Prangnawarat | ea54a01 | 2020-03-16 16:36:10 +0000 | [diff] [blame] | 229 | case LayerType::ConvertFp32ToBf16: |
| 230 | { |
| 231 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 232 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 233 | result = layerSupportObject.IsConvertFp32ToBf16Supported(input, output, reason); |
Narumol Prangnawarat | ea54a01 | 2020-03-16 16:36:10 +0000 | [diff] [blame] | 234 | break; |
| 235 | } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 236 | case LayerType::ConvertFp32ToFp16: |
| 237 | { |
| 238 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 239 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 240 | result = layerSupportObject.IsConvertFp32ToFp16Supported(input, output, reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 241 | break; |
| 242 | } |
| 243 | case LayerType::Convolution2d: |
| 244 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 245 | auto cLayer = PolymorphicDowncast<const Convolution2dLayer*>(&layer); |
arovir01 | a682410 | 2018-08-28 17:40:45 +0100 | [diff] [blame] | 246 | |
| 247 | const TensorInfo input = OverrideDataType(layer.GetInputSlot(0).GetConnection()->GetTensorInfo(), |
| 248 | dataType); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 249 | const TensorInfo output = OverrideDataType(layer.GetOutputSlot(0).GetTensorInfo(), dataType); |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 250 | ARMNN_ASSERT(cLayer->m_Weight.get() != nullptr); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 251 | |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 252 | const Convolution2dDescriptor& descriptor = cLayer->GetParameters(); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 253 | |
arovir01 | a682410 | 2018-08-28 17:40:45 +0100 | [diff] [blame] | 254 | // Construct optional biases object based on the value of m_BiasEnabled |
David Beck | 5eec11d | 2018-10-04 15:43:17 +0100 | [diff] [blame] | 255 | Optional<TensorInfo> biases; |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 256 | if (descriptor.m_BiasEnabled) |
| 257 | { |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 258 | biases = OverrideDataType(cLayer->m_Bias->GetTensorInfo(), GetBiasTypeFromWeightsType(dataType)); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 259 | } |
| 260 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 261 | result = layerSupportObject.IsConvolution2dSupported( |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 262 | input, |
| 263 | output, |
| 264 | descriptor, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 265 | OverrideDataType(cLayer->m_Weight->GetTensorInfo(), dataType), |
arovir01 | a682410 | 2018-08-28 17:40:45 +0100 | [diff] [blame] | 266 | biases, |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 267 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 268 | break; |
| 269 | } |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 270 | case LayerType::Convolution3d: |
| 271 | { |
| 272 | auto cLayer = PolymorphicDowncast<const Convolution3dLayer*>(&layer); |
| 273 | |
| 274 | const TensorInfo input = OverrideDataType(layer.GetInputSlot(0).GetConnection()->GetTensorInfo(), |
| 275 | dataType); |
| 276 | const TensorInfo output = OverrideDataType(layer.GetOutputSlot(0).GetTensorInfo(), dataType); |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 277 | |
| 278 | ARMNN_ASSERT_MSG(layer.GetInputSlot(1).GetConnection(), |
| 279 | "Convolution3dLayer: Weights should be connected as a Constant Layer."); |
| 280 | const TensorInfo weights = OverrideDataType(layer.GetInputSlot(1).GetConnection()->GetTensorInfo(), |
| 281 | dataType); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 282 | |
| 283 | const Convolution3dDescriptor& descriptor = cLayer->GetParameters(); |
| 284 | |
| 285 | // Construct optional biases object based on the value of m_BiasEnabled |
| 286 | Optional<TensorInfo> biases; |
| 287 | if (descriptor.m_BiasEnabled) |
| 288 | { |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 289 | biases = OverrideDataType(layer.GetInputSlot(2).GetConnection()->GetTensorInfo(), |
| 290 | GetBiasTypeFromWeightsType(dataType)); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 291 | } |
| 292 | |
| 293 | result = layerSupportObject.IsConvolution3dSupported( |
| 294 | input, |
| 295 | output, |
| 296 | descriptor, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 297 | weights, |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 298 | biases, |
| 299 | reason); |
| 300 | break; |
| 301 | } |
Nattapat Chaimanowong | a9a1cf1 | 2018-12-03 16:06:49 +0000 | [diff] [blame] | 302 | case LayerType::Debug: |
| 303 | { |
| 304 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 305 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 306 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 307 | result = layerSupportObject.IsDebugSupported(OverrideDataType(input, dataType), |
Nattapat Chaimanowong | a9a1cf1 | 2018-12-03 16:06:49 +0000 | [diff] [blame] | 308 | OverrideDataType(output, dataType), |
| 309 | reason); |
| 310 | break; |
| 311 | } |
Aron Virginas-Tar | dd6247f | 2019-09-19 14:31:17 +0100 | [diff] [blame] | 312 | case LayerType::DepthToSpace: |
| 313 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 314 | auto cLayer = PolymorphicDowncast<const DepthToSpaceLayer*>(&layer); |
Aron Virginas-Tar | dd6247f | 2019-09-19 14:31:17 +0100 | [diff] [blame] | 315 | |
| 316 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 317 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 318 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 319 | result = layerSupportObject.IsDepthToSpaceSupported(OverrideDataType(input, dataType), |
Aron Virginas-Tar | dd6247f | 2019-09-19 14:31:17 +0100 | [diff] [blame] | 320 | OverrideDataType(output, dataType), |
| 321 | cLayer->GetParameters(), |
| 322 | reason); |
| 323 | break; |
| 324 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 325 | case LayerType::DepthwiseConvolution2d: |
| 326 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 327 | auto cLayer = PolymorphicDowncast<const DepthwiseConvolution2dLayer*>(&layer); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 328 | const TensorInfo& input = OverrideDataType(layer.GetInputSlot(0).GetConnection()->GetTensorInfo(), |
| 329 | dataType); |
| 330 | const TensorInfo& output = OverrideDataType(layer.GetOutputSlot(0).GetTensorInfo(), dataType); |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 331 | ARMNN_ASSERT(cLayer->m_Weight.get() != nullptr); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 332 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 333 | const DepthwiseConvolution2dDescriptor& descriptor = cLayer->GetParameters(); |
arovir01 | a682410 | 2018-08-28 17:40:45 +0100 | [diff] [blame] | 334 | |
| 335 | // Construct optional biases object based on the value of m_BiasEnabled |
David Beck | 5eec11d | 2018-10-04 15:43:17 +0100 | [diff] [blame] | 336 | Optional<TensorInfo> biases; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 337 | if (descriptor.m_BiasEnabled) |
| 338 | { |
David Beck | 5eec11d | 2018-10-04 15:43:17 +0100 | [diff] [blame] | 339 | biases = |
| 340 | OverrideDataType(cLayer->m_Bias->GetTensorInfo(), GetBiasTypeFromWeightsType(dataType)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 341 | } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 342 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 343 | result = layerSupportObject.IsDepthwiseConvolutionSupported( |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 344 | input, |
| 345 | output, |
| 346 | descriptor, |
| 347 | OverrideDataType(cLayer->m_Weight->GetTensorInfo(), dataType), |
arovir01 | a682410 | 2018-08-28 17:40:45 +0100 | [diff] [blame] | 348 | biases, |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 349 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 350 | break; |
| 351 | } |
Nattapat Chaimanowong | e4294fd | 2019-03-28 09:56:53 +0000 | [diff] [blame] | 352 | case LayerType::Dequantize: |
| 353 | { |
| 354 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 355 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 356 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 357 | result = layerSupportObject.IsDequantizeSupported(input, |
| 358 | OverrideDataType(output, dataType), |
| 359 | reason); |
Nattapat Chaimanowong | e4294fd | 2019-03-28 09:56:53 +0000 | [diff] [blame] | 360 | break; |
| 361 | } |
Narumol Prangnawarat | 94dd5d8 | 2019-01-23 18:06:26 +0000 | [diff] [blame] | 362 | case LayerType::DetectionPostProcess: |
| 363 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 364 | auto cLayer = PolymorphicDowncast<const DetectionPostProcessLayer*>(&layer); |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 365 | const TensorInfo& boxEncodings = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 366 | const TensorInfo& scores = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 367 | const TensorInfo& anchors = cLayer->m_Anchors->GetTensorInfo(); |
| 368 | |
| 369 | const TensorInfo& detectionBoxes = layer.GetOutputSlot(0).GetTensorInfo(); |
| 370 | const TensorInfo& detectionClasses = layer.GetOutputSlot(1).GetTensorInfo(); |
| 371 | const TensorInfo& detectionScores = layer.GetOutputSlot(2).GetTensorInfo(); |
| 372 | const TensorInfo& numDetections = layer.GetOutputSlot(3).GetTensorInfo(); |
| 373 | |
Narumol Prangnawarat | 94dd5d8 | 2019-01-23 18:06:26 +0000 | [diff] [blame] | 374 | const DetectionPostProcessDescriptor& descriptor = cLayer->GetParameters(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 375 | result = layerSupportObject.IsDetectionPostProcessSupported(boxEncodings, |
| 376 | scores, |
| 377 | anchors, |
| 378 | detectionBoxes, |
| 379 | detectionClasses, |
| 380 | detectionScores, |
| 381 | numDetections, |
| 382 | descriptor, |
| 383 | reason); |
Narumol Prangnawarat | 94dd5d8 | 2019-01-23 18:06:26 +0000 | [diff] [blame] | 384 | break; |
| 385 | } |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 386 | case LayerType::ElementwiseUnary: |
| 387 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 388 | auto cLayer = PolymorphicDowncast<const ElementwiseUnaryLayer*>(&layer); |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 389 | |
| 390 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 391 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 392 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 393 | result = layerSupportObject.IsElementwiseUnarySupported(OverrideDataType(input, dataType), |
| 394 | OverrideDataType(output, dataType), |
| 395 | cLayer->GetParameters(), |
| 396 | reason); |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 397 | break; |
| 398 | } |
Ryan OShea | ec6c680 | 2020-06-05 17:17:06 +0100 | [diff] [blame] | 399 | case LayerType::Fill: |
| 400 | { |
| 401 | auto cLayer = PolymorphicDowncast<const FillLayer*>(&layer); |
| 402 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 403 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 404 | const FillDescriptor& descriptor = cLayer->GetParameters(); |
| 405 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 406 | result = layerSupportObject.IsFillSupported( |
Ryan OShea | ec6c680 | 2020-06-05 17:17:06 +0100 | [diff] [blame] | 407 | OverrideDataType(input, dataType), |
| 408 | OverrideDataType(output, dataType), |
| 409 | descriptor, |
| 410 | reason); |
| 411 | break; |
| 412 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 413 | case LayerType::FakeQuantization: |
| 414 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 415 | auto cLayer = PolymorphicDowncast<const FakeQuantizationLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 416 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 417 | result = layerSupportObject.IsFakeQuantizationSupported(OverrideDataType(input, dataType), |
| 418 | cLayer->GetParameters(), |
| 419 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 420 | break; |
| 421 | } |
| 422 | case LayerType::Floor: |
| 423 | { |
| 424 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 425 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 426 | result = layerSupportObject.IsFloorSupported(OverrideDataType(input, dataType), |
| 427 | OverrideDataType(output, dataType), |
| 428 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 429 | break; |
| 430 | } |
| 431 | case LayerType::FullyConnected: |
| 432 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 433 | auto cLayer = PolymorphicDowncast<const FullyConnectedLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 434 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 435 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 436 | |
| 437 | const FullyConnectedDescriptor& descriptor = cLayer->GetParameters(); |
| 438 | TensorInfo weightsInfo; |
| 439 | const TensorInfo* weightsInfoPtr = nullptr; |
| 440 | |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 441 | weightsInfo = OverrideDataType(layer.GetInputSlot(1).GetConnection()->GetTensorInfo(), dataType); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 442 | weightsInfoPtr = &weightsInfo; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 443 | |
| 444 | TensorInfo biasInfo; |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 445 | const TensorInfo* biasInfoPtr = nullptr; |
Narumol Prangnawarat | 44179c3 | 2020-03-11 14:51:27 +0000 | [diff] [blame] | 446 | static const TensorInfo dummyBFloat16Bias(TensorShape({1,1,1,1}), DataType::BFloat16); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 447 | static const TensorInfo dummyFloat16Bias(TensorShape({1,1,1,1}), DataType::Float16); |
| 448 | static const TensorInfo dummyFloat32Bias(TensorShape({1,1,1,1}), DataType::Float32); |
| 449 | static const TensorInfo dummyQA8Bias(TensorShape({1,1,1,1}), DataType::Signed32); |
| 450 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 451 | if (descriptor.m_BiasEnabled) |
| 452 | { |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 453 | biasInfo = OverrideDataType(layer.GetInputSlot(2).GetConnection()->GetTensorInfo(), dataType); |
| 454 | biasInfoPtr = &biasInfo; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 455 | } |
| 456 | else |
| 457 | { |
| 458 | // If biases are not enabled pass a dummy tensorinfo for the validation |
| 459 | switch(input.GetDataType()) |
| 460 | { |
Narumol Prangnawarat | 44179c3 | 2020-03-11 14:51:27 +0000 | [diff] [blame] | 461 | case DataType::BFloat16: |
| 462 | { |
| 463 | biasInfoPtr = &dummyBFloat16Bias; |
| 464 | break; |
| 465 | } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 466 | case DataType::Float16: |
| 467 | { |
| 468 | biasInfoPtr = &dummyFloat16Bias; |
| 469 | break; |
| 470 | } |
| 471 | case DataType::Float32: |
| 472 | { |
| 473 | biasInfoPtr = &dummyFloat32Bias; |
| 474 | break; |
| 475 | } |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 476 | case DataType::QAsymmU8: |
Keith Davis | a856501 | 2020-02-14 12:22:40 +0000 | [diff] [blame] | 477 | case DataType::QAsymmS8: |
Keith Davis | 9d0ff74 | 2020-02-03 14:47:54 +0000 | [diff] [blame] | 478 | case DataType::QSymmS8: |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 479 | case DataType::QSymmS16: |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 480 | { |
| 481 | biasInfoPtr = &dummyQA8Bias; |
| 482 | break; |
| 483 | } |
| 484 | default: |
| 485 | { |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 486 | ARMNN_ASSERT_MSG(false, "Unexpected bias type"); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 487 | } |
| 488 | } |
| 489 | } |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 490 | result = layerSupportObject.IsFullyConnectedSupported( |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 491 | OverrideDataType(input, dataType), |
| 492 | OverrideDataType(output, dataType), |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 493 | *weightsInfoPtr, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 494 | *biasInfoPtr, |
| 495 | descriptor, |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 496 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 497 | break; |
| 498 | } |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 499 | case LayerType::Gather: |
| 500 | { |
| 501 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 502 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 503 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Teresa Charlin | 5266473 | 2020-06-29 16:27:03 +0100 | [diff] [blame] | 504 | auto cLayer = PolymorphicDowncast<const GatherLayer*>(&layer); |
| 505 | const GatherDescriptor& descriptor = cLayer->GetParameters(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 506 | result = layerSupportObject.IsGatherSupported(OverrideDataType(input0, dataType), |
| 507 | input1, |
| 508 | OverrideDataType(output, dataType), |
| 509 | descriptor, |
| 510 | reason); |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 511 | break; |
| 512 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 513 | case LayerType::Input: |
| 514 | { |
| 515 | const TensorInfo& input = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 516 | result = layerSupportObject.IsInputSupported(OverrideDataType(input, dataType), reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 517 | break; |
| 518 | } |
Kevin May | ce5045a | 2019-10-02 14:07:47 +0100 | [diff] [blame] | 519 | case LayerType::InstanceNormalization: |
| 520 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 521 | auto cLayer = PolymorphicDowncast<const InstanceNormalizationLayer*>(&layer); |
Kevin May | ce5045a | 2019-10-02 14:07:47 +0100 | [diff] [blame] | 522 | const InstanceNormalizationDescriptor& descriptor = cLayer->GetParameters(); |
| 523 | |
| 524 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 525 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 526 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 527 | result = layerSupportObject.IsInstanceNormalizationSupported( |
Kevin May | ce5045a | 2019-10-02 14:07:47 +0100 | [diff] [blame] | 528 | OverrideDataType(input, dataType), |
| 529 | OverrideDataType(output, dataType), |
| 530 | descriptor, |
| 531 | reason); |
| 532 | break; |
| 533 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 534 | case LayerType::L2Normalization: |
| 535 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 536 | auto cLayer = PolymorphicDowncast<const L2NormalizationLayer*>(&layer); |
Matteo Martincigh | bcd3c85 | 2018-09-28 14:14:12 +0100 | [diff] [blame] | 537 | const L2NormalizationDescriptor& descriptor = cLayer->GetParameters(); |
| 538 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 539 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 540 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Matteo Martincigh | bcd3c85 | 2018-09-28 14:14:12 +0100 | [diff] [blame] | 541 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 542 | result = layerSupportObject.IsL2NormalizationSupported( |
Matteo Martincigh | bcd3c85 | 2018-09-28 14:14:12 +0100 | [diff] [blame] | 543 | OverrideDataType(input, dataType), |
| 544 | OverrideDataType(output, dataType), |
| 545 | descriptor, |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 546 | reason); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 547 | break; |
| 548 | } |
James Conroy | aba90cd | 2020-11-06 16:28:18 +0000 | [diff] [blame] | 549 | case LayerType::LogicalBinary: |
| 550 | { |
| 551 | auto cLayer = PolymorphicDowncast<const LogicalBinaryLayer*>(&layer); |
| 552 | |
| 553 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 554 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 555 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 556 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 557 | result = layerSupportObject.IsLogicalBinarySupported(input0, |
| 558 | input1, |
| 559 | output, |
| 560 | cLayer->GetParameters(), |
| 561 | reason); |
James Conroy | aba90cd | 2020-11-06 16:28:18 +0000 | [diff] [blame] | 562 | break; |
| 563 | } |
Aron Virginas-Tar | f982dea | 2019-10-11 14:07:53 +0100 | [diff] [blame] | 564 | case LayerType::LogSoftmax: |
| 565 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 566 | auto cLayer = PolymorphicDowncast<const LogSoftmaxLayer*>(&layer); |
Aron Virginas-Tar | f982dea | 2019-10-11 14:07:53 +0100 | [diff] [blame] | 567 | |
| 568 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 569 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 570 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 571 | result = layerSupportObject.IsLogSoftmaxSupported(OverrideDataType(input, dataType), |
| 572 | OverrideDataType(output, dataType), |
| 573 | cLayer->GetParameters(), |
| 574 | reason); |
Aron Virginas-Tar | f982dea | 2019-10-11 14:07:53 +0100 | [diff] [blame] | 575 | break; |
| 576 | } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 577 | case LayerType::Lstm: |
| 578 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 579 | auto cLayer = PolymorphicDowncast<const LstmLayer*>(&layer); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 580 | const LstmDescriptor& descriptor = cLayer->GetParameters(); |
| 581 | |
| 582 | // All inputs. |
| 583 | const TensorInfo& input = OverrideDataType(layer.GetInputSlot(0).GetConnection()->GetTensorInfo(), |
| 584 | dataType); |
| 585 | const TensorInfo& outputStateIn = OverrideDataType(layer.GetInputSlot(1).GetConnection()->GetTensorInfo(), |
| 586 | dataType); |
| 587 | const TensorInfo& cellStateIn = OverrideDataType(layer.GetInputSlot(2).GetConnection()->GetTensorInfo(), |
| 588 | dataType); |
| 589 | // All outputs |
| 590 | const TensorInfo& scratchBuffer = OverrideDataType(layer.GetOutputSlot(0).GetTensorInfo(), dataType); |
| 591 | const TensorInfo& outputStateOut = OverrideDataType(layer.GetOutputSlot(1).GetTensorInfo(), dataType); |
| 592 | const TensorInfo& cellStateOut = OverrideDataType(layer.GetOutputSlot(2).GetTensorInfo(), dataType); |
| 593 | const TensorInfo& output = OverrideDataType(layer.GetOutputSlot(3).GetTensorInfo(), dataType); |
| 594 | |
| 595 | // Basic parameters |
| 596 | const TensorInfo& inputToForgetWeights |
| 597 | = OverrideDataType(cLayer->m_BasicParameters.m_InputToForgetWeights->GetTensorInfo(), dataType); |
| 598 | const TensorInfo& inputToCellWeights |
| 599 | = OverrideDataType(cLayer->m_BasicParameters.m_InputToCellWeights->GetTensorInfo(), dataType); |
| 600 | const TensorInfo& inputToOutputWeights |
| 601 | = OverrideDataType(cLayer->m_BasicParameters.m_InputToOutputWeights->GetTensorInfo(), dataType); |
| 602 | const TensorInfo& recurrentToForgetWeights |
| 603 | = OverrideDataType(cLayer->m_BasicParameters.m_RecurrentToForgetWeights->GetTensorInfo(), dataType); |
| 604 | const TensorInfo& recurrentToCellWeights |
| 605 | = OverrideDataType(cLayer->m_BasicParameters.m_RecurrentToCellWeights->GetTensorInfo(), dataType); |
| 606 | const TensorInfo& recurrentToOutputWeights |
| 607 | = OverrideDataType(cLayer->m_BasicParameters.m_RecurrentToOutputWeights->GetTensorInfo(), dataType); |
| 608 | const TensorInfo& forgetGateBias |
| 609 | = OverrideDataType(cLayer->m_BasicParameters.m_ForgetGateBias->GetTensorInfo(), dataType); |
| 610 | const TensorInfo& cellBias |
| 611 | = OverrideDataType(cLayer->m_BasicParameters.m_CellBias->GetTensorInfo(), dataType); |
| 612 | const TensorInfo& outputGateBias |
| 613 | = OverrideDataType(cLayer->m_BasicParameters.m_OutputGateBias->GetTensorInfo(), dataType); |
| 614 | |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 615 | LstmInputParamsInfo paramsInfo; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 616 | |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 617 | paramsInfo.m_InputToForgetWeights = &inputToForgetWeights; |
| 618 | paramsInfo.m_InputToCellWeights = &inputToCellWeights; |
| 619 | paramsInfo.m_InputToOutputWeights = &inputToOutputWeights; |
| 620 | paramsInfo.m_RecurrentToForgetWeights = &recurrentToForgetWeights; |
| 621 | paramsInfo.m_RecurrentToCellWeights = &recurrentToCellWeights; |
| 622 | paramsInfo.m_RecurrentToOutputWeights = &recurrentToOutputWeights; |
| 623 | paramsInfo.m_ForgetGateBias = &forgetGateBias; |
| 624 | paramsInfo.m_CellBias = &cellBias; |
| 625 | paramsInfo.m_OutputGateBias = &outputGateBias; |
| 626 | |
| 627 | |
| 628 | // Optional parameters |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 629 | TensorInfo optInputToInputWeights; |
| 630 | TensorInfo optRecurrentToInputWeights; |
| 631 | TensorInfo optCellToInputWeights; |
| 632 | TensorInfo optInputGateBias; |
| 633 | TensorInfo optProjectionWeights; |
| 634 | TensorInfo optProjectionBias; |
| 635 | TensorInfo optCellToForgetWeights; |
| 636 | TensorInfo optCellToOutputWeights; |
Jan Eilers | 38e05bd | 2019-06-26 13:10:09 +0100 | [diff] [blame] | 637 | TensorInfo optInputLayerNormWeights; |
| 638 | TensorInfo optForgetLayerNormWeights; |
| 639 | TensorInfo optCellLayerNormWeights; |
| 640 | TensorInfo optOutputLayerNormWeights; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 641 | |
| 642 | if(!descriptor.m_CifgEnabled) |
| 643 | { |
| 644 | optInputToInputWeights = |
| 645 | OverrideDataType(cLayer->m_CifgParameters.m_InputToInputWeights->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 646 | paramsInfo.m_InputToInputWeights = &optInputToInputWeights; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 647 | |
| 648 | optRecurrentToInputWeights = |
| 649 | OverrideDataType(cLayer->m_CifgParameters.m_RecurrentToInputWeights->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 650 | paramsInfo.m_RecurrentToInputWeights = &optRecurrentToInputWeights; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 651 | optInputGateBias = |
| 652 | OverrideDataType(cLayer->m_CifgParameters.m_InputGateBias->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 653 | paramsInfo.m_InputGateBias = &optInputGateBias; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 654 | } |
| 655 | |
| 656 | if(descriptor.m_ProjectionEnabled) |
| 657 | { |
| 658 | optProjectionWeights = |
| 659 | OverrideDataType(cLayer->m_ProjectionParameters.m_ProjectionWeights->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 660 | paramsInfo.m_ProjectionWeights = &optProjectionWeights; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 661 | if (cLayer->m_ProjectionParameters.m_ProjectionBias != nullptr) |
| 662 | { |
| 663 | optProjectionBias = |
| 664 | OverrideDataType(cLayer->m_ProjectionParameters.m_ProjectionBias->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 665 | paramsInfo.m_ProjectionBias = &optProjectionBias; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 666 | } |
| 667 | } |
| 668 | |
| 669 | if(descriptor.m_PeepholeEnabled) |
| 670 | { |
Jan Eilers | e2062cd | 2020-03-30 15:07:45 +0100 | [diff] [blame] | 671 | if(!descriptor.m_CifgEnabled) |
| 672 | { |
| 673 | optCellToInputWeights = |
| 674 | OverrideDataType(cLayer->m_PeepholeParameters.m_CellToInputWeights->GetTensorInfo(), |
| 675 | dataType); |
| 676 | paramsInfo.m_CellToInputWeights = &optCellToInputWeights; |
| 677 | } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 678 | optCellToForgetWeights = |
| 679 | OverrideDataType(cLayer->m_PeepholeParameters.m_CellToForgetWeights->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 680 | paramsInfo.m_CellToForgetWeights = &optCellToForgetWeights; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 681 | optCellToOutputWeights = |
| 682 | OverrideDataType(cLayer->m_PeepholeParameters.m_CellToOutputWeights->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 683 | paramsInfo.m_CellToOutputWeights = &optCellToOutputWeights; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 684 | } |
| 685 | |
Jan Eilers | 38e05bd | 2019-06-26 13:10:09 +0100 | [diff] [blame] | 686 | if(descriptor.m_LayerNormEnabled) |
| 687 | { |
Ferran Balaguer | e30c16e | 2019-07-24 17:03:45 +0100 | [diff] [blame] | 688 | if (!descriptor.m_CifgEnabled) |
| 689 | { |
| 690 | optInputLayerNormWeights = OverrideDataType( |
| 691 | cLayer->m_LayerNormParameters.m_InputLayerNormWeights->GetTensorInfo(), dataType); |
| 692 | paramsInfo.m_InputLayerNormWeights = &optInputLayerNormWeights; |
| 693 | } |
Jan Eilers | 38e05bd | 2019-06-26 13:10:09 +0100 | [diff] [blame] | 694 | |
| 695 | optForgetLayerNormWeights = OverrideDataType( |
| 696 | cLayer->m_LayerNormParameters.m_ForgetLayerNormWeights->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 697 | paramsInfo.m_ForgetLayerNormWeights = &optForgetLayerNormWeights; |
Jan Eilers | 38e05bd | 2019-06-26 13:10:09 +0100 | [diff] [blame] | 698 | |
| 699 | optCellLayerNormWeights = OverrideDataType( |
| 700 | cLayer->m_LayerNormParameters.m_CellLayerNormWeights->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 701 | paramsInfo.m_CellLayerNormWeights = &optCellLayerNormWeights; |
Jan Eilers | 38e05bd | 2019-06-26 13:10:09 +0100 | [diff] [blame] | 702 | |
| 703 | optOutputLayerNormWeights = OverrideDataType( |
| 704 | cLayer->m_LayerNormParameters.m_OutputLayerNormWeights->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 705 | paramsInfo.m_OutputLayerNormWeights = &optOutputLayerNormWeights; |
Jan Eilers | 38e05bd | 2019-06-26 13:10:09 +0100 | [diff] [blame] | 706 | } |
| 707 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 708 | result = layerSupportObject.IsLstmSupported( |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 709 | input, |
| 710 | outputStateIn, |
| 711 | cellStateIn, |
| 712 | scratchBuffer, |
| 713 | outputStateOut, |
| 714 | cellStateOut, |
| 715 | output, |
| 716 | descriptor, |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 717 | paramsInfo, |
| 718 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 719 | break; |
| 720 | } |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 721 | case LayerType::Maximum: |
| 722 | { |
| 723 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 724 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 725 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 726 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 727 | result = layerSupportObject.IsMaximumSupported(OverrideDataType(input0, dataType), |
| 728 | OverrideDataType(input1, dataType), |
| 729 | OverrideDataType(output, dataType), |
| 730 | reason); |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 731 | break; |
| 732 | } |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 733 | case LayerType::MemCopy: |
| 734 | { |
| 735 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 736 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 737 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 738 | result = layerSupportObject.IsMemCopySupported(OverrideDataType(input, dataType), |
| 739 | OverrideDataType(output, dataType), |
| 740 | reason); |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 741 | break; |
| 742 | } |
Derek Lamberti | f674aa0 | 2019-08-01 15:56:25 +0100 | [diff] [blame] | 743 | case LayerType::MemImport: |
| 744 | { |
| 745 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 746 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 747 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 748 | result = layerSupportObject.IsMemImportSupported(OverrideDataType(input, dataType), |
| 749 | OverrideDataType(output, dataType), |
| 750 | reason); |
Derek Lamberti | f674aa0 | 2019-08-01 15:56:25 +0100 | [diff] [blame] | 751 | break; |
| 752 | } |
Nattapat Chaimanowong | 1f88630 | 2019-04-05 13:37:19 +0100 | [diff] [blame] | 753 | case LayerType::Merge: |
| 754 | { |
| 755 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 756 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 757 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 758 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 759 | result = layerSupportObject.IsMergeSupported(OverrideDataType(input0, dataType), |
| 760 | OverrideDataType(input1, dataType), |
| 761 | OverrideDataType(output, dataType), |
| 762 | reason); |
Nattapat Chaimanowong | 1f88630 | 2019-04-05 13:37:19 +0100 | [diff] [blame] | 763 | break; |
| 764 | } |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 765 | case LayerType::Concat: |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 766 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 767 | auto cLayer = PolymorphicDowncast<const ConcatLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 768 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 769 | // Get vector of all inputs. |
| 770 | auto getTensorInfo = [&dataType](const InputSlot& slot) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 771 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 772 | return OverrideDataType(slot.GetConnectedOutputSlot()->GetTensorInfo(), dataType); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 773 | }; |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 774 | |
| 775 | auto beginI = MakeTransformIterator(layer.GetInputSlots().begin(), getTensorInfo); |
| 776 | auto endI = MakeTransformIterator(layer.GetInputSlots().end(), getTensorInfo); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 777 | std::vector<TensorInfo> inputs(beginI, endI); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 778 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 779 | auto getTensorInfoPtr = [](const TensorInfo& info) |
| 780 | { |
| 781 | return &info; |
| 782 | }; |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 783 | |
| 784 | auto beginPtr = MakeTransformIterator(inputs.begin(), getTensorInfoPtr); |
| 785 | auto endPtr = MakeTransformIterator(inputs.end(), getTensorInfoPtr); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 786 | std::vector<const TensorInfo*> inputPtrs(beginPtr, endPtr); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 787 | |
Nikhil Raj | 8599a41 | 2018-11-19 14:51:07 +0000 | [diff] [blame] | 788 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 789 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 790 | result = layerSupportObject.IsConcatSupported(inputPtrs, output, cLayer->GetParameters(), reason); |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 791 | |
| 792 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 793 | break; |
| 794 | } |
| 795 | case LayerType::Multiplication: |
| 796 | { |
| 797 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 798 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 799 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 800 | result = layerSupportObject.IsMultiplicationSupported( |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 801 | OverrideDataType(input0, dataType), |
| 802 | OverrideDataType(input1, dataType), |
| 803 | OverrideDataType(output, dataType), |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 804 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 805 | break; |
| 806 | } |
| 807 | case LayerType::Normalization: |
| 808 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 809 | auto cLayer = PolymorphicDowncast<const NormalizationLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 810 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 811 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 812 | result = layerSupportObject.IsNormalizationSupported(OverrideDataType(input, dataType), |
| 813 | OverrideDataType(output, dataType), |
| 814 | cLayer->GetParameters(), |
| 815 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 816 | break; |
| 817 | } |
| 818 | case LayerType::Output: |
| 819 | { |
| 820 | const TensorInfo& output = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 821 | result = layerSupportObject.IsOutputSupported(OverrideDataType(output, dataType), reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 822 | break; |
| 823 | } |
| 824 | case LayerType::Permute: |
| 825 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 826 | auto cLayer = PolymorphicDowncast<const PermuteLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 827 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 828 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 829 | result = layerSupportObject.IsPermuteSupported(OverrideDataType(input, dataType), |
| 830 | OverrideDataType(output, dataType), |
| 831 | cLayer->GetParameters(), |
| 832 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 833 | break; |
| 834 | } |
Mohamed Nour Abouelseoud | 5662c20 | 2018-09-24 13:30:09 +0100 | [diff] [blame] | 835 | case LayerType::Pad: |
| 836 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 837 | auto cLayer = PolymorphicDowncast<const PadLayer*>(&layer); |
Mohamed Nour Abouelseoud | 5662c20 | 2018-09-24 13:30:09 +0100 | [diff] [blame] | 838 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 839 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 840 | result = layerSupportObject.IsPadSupported( |
Mohamed Nour Abouelseoud | 5662c20 | 2018-09-24 13:30:09 +0100 | [diff] [blame] | 841 | OverrideDataType(input, dataType), |
| 842 | OverrideDataType(output, dataType), |
| 843 | cLayer->GetParameters(), |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 844 | reason); |
Mohamed Nour Abouelseoud | 5662c20 | 2018-09-24 13:30:09 +0100 | [diff] [blame] | 845 | break; |
| 846 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 847 | case LayerType::Pooling2d: |
| 848 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 849 | auto cLayer = PolymorphicDowncast<const Pooling2dLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 850 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 851 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 852 | result = layerSupportObject.IsPooling2dSupported(OverrideDataType(input, dataType), |
| 853 | OverrideDataType(output, dataType), |
| 854 | cLayer->GetParameters(), |
| 855 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 856 | break; |
| 857 | } |
Tamás Nyíri | 7b885b3 | 2021-10-26 14:47:57 +0100 | [diff] [blame] | 858 | case LayerType::Pooling3d: |
| 859 | { |
| 860 | auto cLayer = PolymorphicDowncast<const Pooling3dLayer*>(&layer); |
| 861 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 862 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 863 | result = layerSupportObject.IsPooling3dSupported(OverrideDataType(input, dataType), |
| 864 | OverrideDataType(output, dataType), |
| 865 | cLayer->GetParameters(), |
| 866 | reason); |
| 867 | break; |
| 868 | } |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 869 | case LayerType::PreCompiled: |
| 870 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 871 | auto cLayer = PolymorphicDowncast<const PreCompiledLayer*>(&layer); |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 872 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 873 | result = layerSupportObject.IsPreCompiledSupported(OverrideDataType(input, dataType), |
| 874 | cLayer->GetParameters(), |
| 875 | reason); |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 876 | break; |
| 877 | } |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 878 | case LayerType::Quantize: |
| 879 | { |
| 880 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 881 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 882 | result = layerSupportObject.IsQuantizeSupported(input, output, reason); |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 883 | break; |
| 884 | } |
James Conroy | 586a9aa | 2020-03-20 08:49:33 +0000 | [diff] [blame] | 885 | case LayerType::QLstm: |
| 886 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 887 | auto cLayer = PolymorphicDowncast<const QLstmLayer*>(&layer); |
James Conroy | 586a9aa | 2020-03-20 08:49:33 +0000 | [diff] [blame] | 888 | const QLstmDescriptor& descriptor = cLayer->GetParameters(); |
| 889 | |
| 890 | // Inputs |
| 891 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 892 | const TensorInfo& previousOutputIn = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 893 | const TensorInfo& previousCellStateIn = layer.GetInputSlot(2).GetConnection()->GetTensorInfo(); |
| 894 | |
| 895 | // Outputs |
| 896 | const TensorInfo& outputStateOut = layer.GetOutputSlot(0).GetTensorInfo(); |
| 897 | const TensorInfo& cellStateOut = layer.GetOutputSlot(1).GetTensorInfo(); |
| 898 | const TensorInfo& output = layer.GetOutputSlot(2).GetTensorInfo(); |
| 899 | |
| 900 | // Lstm parameters |
| 901 | LstmInputParamsInfo paramsInfo; |
| 902 | |
| 903 | // Basic parameters |
Matthew Bentham | 6f24b1a | 2021-06-29 15:18:32 +0100 | [diff] [blame] | 904 | ARMNN_ASSERT(cLayer->m_BasicParameters.m_InputToForgetWeights.get() != nullptr); |
| 905 | ARMNN_ASSERT(cLayer->m_BasicParameters.m_InputToCellWeights.get() != nullptr); |
| 906 | ARMNN_ASSERT(cLayer->m_BasicParameters.m_InputToOutputWeights.get() != nullptr); |
James Conroy | 586a9aa | 2020-03-20 08:49:33 +0000 | [diff] [blame] | 907 | paramsInfo.m_InputToForgetWeights = &cLayer->m_BasicParameters.m_InputToForgetWeights->GetTensorInfo(); |
| 908 | paramsInfo.m_InputToCellWeights = &cLayer->m_BasicParameters.m_InputToCellWeights->GetTensorInfo(); |
| 909 | paramsInfo.m_InputToOutputWeights = &cLayer->m_BasicParameters.m_InputToOutputWeights->GetTensorInfo(); |
| 910 | |
| 911 | paramsInfo.m_RecurrentToForgetWeights = |
| 912 | &cLayer->m_BasicParameters.m_RecurrentToForgetWeights->GetTensorInfo(); |
| 913 | paramsInfo.m_RecurrentToCellWeights = |
| 914 | &cLayer->m_BasicParameters.m_RecurrentToCellWeights->GetTensorInfo(); |
| 915 | paramsInfo.m_RecurrentToOutputWeights = |
| 916 | &cLayer->m_BasicParameters.m_RecurrentToOutputWeights->GetTensorInfo(); |
| 917 | |
| 918 | paramsInfo.m_ForgetGateBias = &cLayer->m_BasicParameters.m_ForgetGateBias->GetTensorInfo(); |
| 919 | paramsInfo.m_CellBias = &cLayer->m_BasicParameters.m_CellBias->GetTensorInfo(); |
| 920 | paramsInfo.m_OutputGateBias = &cLayer->m_BasicParameters.m_OutputGateBias->GetTensorInfo(); |
| 921 | |
| 922 | if(!descriptor.m_CifgEnabled) |
| 923 | { |
| 924 | paramsInfo.m_InputToInputWeights = &cLayer->m_CifgParameters.m_InputToInputWeights->GetTensorInfo(); |
| 925 | paramsInfo.m_RecurrentToInputWeights = |
| 926 | &cLayer->m_CifgParameters.m_RecurrentToInputWeights->GetTensorInfo(); |
| 927 | paramsInfo.m_InputGateBias = &cLayer->m_CifgParameters.m_InputGateBias->GetTensorInfo(); |
| 928 | } |
| 929 | |
| 930 | if(descriptor.m_ProjectionEnabled) |
| 931 | { |
| 932 | paramsInfo.m_ProjectionWeights = &cLayer->m_ProjectionParameters.m_ProjectionWeights->GetTensorInfo(); |
James Conroy | ed32405 | 2020-05-18 15:16:42 +0100 | [diff] [blame] | 933 | |
| 934 | // Projection bias is optional even if projection is enabled |
| 935 | if (cLayer->m_ProjectionParameters.m_ProjectionBias != nullptr) |
| 936 | { |
| 937 | paramsInfo.m_ProjectionBias = &cLayer->m_ProjectionParameters.m_ProjectionBias->GetTensorInfo(); |
| 938 | } |
James Conroy | 586a9aa | 2020-03-20 08:49:33 +0000 | [diff] [blame] | 939 | } |
| 940 | |
| 941 | if(descriptor.m_PeepholeEnabled) |
| 942 | { |
| 943 | if (!descriptor.m_CifgEnabled) |
| 944 | { |
| 945 | paramsInfo.m_CellToInputWeights = |
| 946 | &cLayer->m_PeepholeParameters.m_CellToInputWeights->GetTensorInfo(); |
| 947 | } |
| 948 | |
| 949 | paramsInfo.m_CellToForgetWeights = |
| 950 | &cLayer->m_PeepholeParameters.m_CellToForgetWeights->GetTensorInfo(); |
| 951 | paramsInfo.m_CellToOutputWeights = &cLayer->m_PeepholeParameters.m_CellToOutputWeights->GetTensorInfo(); |
| 952 | } |
| 953 | |
| 954 | if(descriptor.m_LayerNormEnabled) |
| 955 | { |
| 956 | if (!descriptor.m_CifgEnabled) |
| 957 | { |
| 958 | paramsInfo.m_InputLayerNormWeights = |
| 959 | &cLayer->m_LayerNormParameters.m_InputLayerNormWeights->GetTensorInfo(); |
| 960 | } |
| 961 | |
| 962 | paramsInfo.m_ForgetLayerNormWeights = |
| 963 | &cLayer->m_LayerNormParameters.m_ForgetLayerNormWeights->GetTensorInfo(); |
| 964 | paramsInfo.m_CellLayerNormWeights = |
| 965 | &cLayer->m_LayerNormParameters.m_CellLayerNormWeights->GetTensorInfo(); |
| 966 | paramsInfo.m_OutputLayerNormWeights = |
| 967 | &cLayer->m_LayerNormParameters.m_OutputLayerNormWeights->GetTensorInfo(); |
| 968 | } |
| 969 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 970 | result = layerSupportObject.IsQLstmSupported(input, |
| 971 | previousOutputIn, |
| 972 | previousCellStateIn, |
| 973 | outputStateOut, |
| 974 | cellStateOut, |
| 975 | output, |
| 976 | descriptor, |
| 977 | paramsInfo, |
| 978 | reason); |
James Conroy | 586a9aa | 2020-03-20 08:49:33 +0000 | [diff] [blame] | 979 | break; |
| 980 | } |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 981 | case LayerType::QuantizedLstm: |
| 982 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 983 | auto cLayer = PolymorphicDowncast<const QuantizedLstmLayer*>(&layer); |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 984 | |
| 985 | // Inputs |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 986 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 987 | const TensorInfo& previousCellStateIn = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 988 | const TensorInfo& previousOutputIn = layer.GetInputSlot(2).GetConnection()->GetTensorInfo(); |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 989 | |
| 990 | // Outputs |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 991 | const TensorInfo& cellStateOut = layer.GetOutputSlot(0).GetTensorInfo(); |
| 992 | const TensorInfo& output = layer.GetOutputSlot(1).GetTensorInfo(); |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 993 | |
| 994 | // QuantizedLstm parameters |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 995 | QuantizedLstmInputParamsInfo paramsInfo; |
| 996 | |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 997 | paramsInfo.m_InputToInputWeights = |
| 998 | &cLayer->m_QuantizedLstmParameters.m_InputToInputWeights->GetTensorInfo(); |
| 999 | paramsInfo.m_InputToForgetWeights = |
| 1000 | &cLayer->m_QuantizedLstmParameters.m_InputToForgetWeights->GetTensorInfo(); |
| 1001 | paramsInfo.m_InputToCellWeights = |
| 1002 | &cLayer->m_QuantizedLstmParameters.m_InputToCellWeights->GetTensorInfo(); |
| 1003 | paramsInfo.m_InputToOutputWeights = |
| 1004 | &cLayer->m_QuantizedLstmParameters.m_InputToOutputWeights->GetTensorInfo(); |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 1005 | |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 1006 | paramsInfo.m_RecurrentToInputWeights = |
| 1007 | &cLayer->m_QuantizedLstmParameters.m_RecurrentToInputWeights->GetTensorInfo(); |
| 1008 | paramsInfo.m_RecurrentToForgetWeights = |
| 1009 | &cLayer->m_QuantizedLstmParameters.m_RecurrentToForgetWeights->GetTensorInfo(); |
| 1010 | paramsInfo.m_RecurrentToCellWeights = |
| 1011 | &cLayer->m_QuantizedLstmParameters.m_RecurrentToCellWeights->GetTensorInfo(); |
| 1012 | paramsInfo.m_RecurrentToOutputWeights = |
| 1013 | &cLayer->m_QuantizedLstmParameters.m_RecurrentToOutputWeights->GetTensorInfo(); |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 1014 | |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 1015 | paramsInfo.m_InputGateBias = |
| 1016 | &cLayer->m_QuantizedLstmParameters.m_InputGateBias->GetTensorInfo(); |
| 1017 | paramsInfo.m_ForgetGateBias = |
| 1018 | &cLayer->m_QuantizedLstmParameters.m_ForgetGateBias->GetTensorInfo(); |
| 1019 | paramsInfo.m_CellBias = |
| 1020 | &cLayer->m_QuantizedLstmParameters.m_CellBias->GetTensorInfo(); |
| 1021 | paramsInfo.m_OutputGateBias = |
| 1022 | &cLayer->m_QuantizedLstmParameters.m_OutputGateBias->GetTensorInfo();; |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 1023 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1024 | result = layerSupportObject.IsQuantizedLstmSupported(input, |
| 1025 | previousCellStateIn, |
| 1026 | previousOutputIn, |
| 1027 | cellStateOut, |
| 1028 | output, |
| 1029 | paramsInfo, |
| 1030 | reason); |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 1031 | break; |
| 1032 | } |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 1033 | case LayerType::Division: |
| 1034 | { |
| 1035 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1036 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 1037 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1038 | result = layerSupportObject.IsDivisionSupported( |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 1039 | OverrideDataType(input0, dataType), |
| 1040 | OverrideDataType(input1, dataType), |
| 1041 | OverrideDataType(output, dataType), |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 1042 | reason); |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 1043 | break; |
| 1044 | } |
Finn Williams | 2605b23 | 2020-06-10 15:53:46 +0100 | [diff] [blame] | 1045 | case LayerType::Rank: |
| 1046 | { |
| 1047 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1048 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1049 | result = layerSupportObject.IsRankSupported(OverrideDataType(input, dataType), |
| 1050 | OverrideDataType(output, dataType), |
| 1051 | reason); |
Finn Williams | 2605b23 | 2020-06-10 15:53:46 +0100 | [diff] [blame] | 1052 | break; |
| 1053 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1054 | case LayerType::Reshape: |
| 1055 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1056 | auto cLayer = PolymorphicDowncast<const ReshapeLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1057 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
Kevin May | a023c40 | 2019-12-12 17:28:05 +0000 | [diff] [blame] | 1058 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1059 | result = layerSupportObject.IsReshapeSupported(OverrideDataType(input, dataType), |
| 1060 | OverrideDataType(output, dataType), |
| 1061 | cLayer->GetParameters(), |
| 1062 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1063 | break; |
| 1064 | } |
Teresa Charlin | a9075df | 2019-06-27 15:41:57 +0100 | [diff] [blame] | 1065 | case LayerType::Resize: |
| 1066 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1067 | auto cLayer = PolymorphicDowncast<const ResizeLayer*>(&layer); |
Aron Virginas-Tar | 169d2f1 | 2019-07-01 19:01:44 +0100 | [diff] [blame] | 1068 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
Teresa Charlin | a9075df | 2019-06-27 15:41:57 +0100 | [diff] [blame] | 1069 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1070 | result = layerSupportObject.IsResizeSupported(OverrideDataType(input, dataType), |
| 1071 | OverrideDataType(output, dataType), |
| 1072 | cLayer->GetParameters(), |
| 1073 | reason); |
Teresa Charlin | a9075df | 2019-06-27 15:41:57 +0100 | [diff] [blame] | 1074 | break; |
| 1075 | } |
Keith Davis | 3ae3f97 | 2021-05-21 16:33:48 +0100 | [diff] [blame] | 1076 | case LayerType::Shape: |
| 1077 | { |
| 1078 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1079 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 1080 | |
| 1081 | result = layerSupportObject.IsShapeSupported(OverrideDataType(input, dataType), |
| 1082 | OverrideDataType(output, dataType), |
| 1083 | reason); |
| 1084 | break; |
| 1085 | } |
Aron Virginas-Tar | 636ab40 | 2019-09-16 14:27:45 +0100 | [diff] [blame] | 1086 | case LayerType::Slice: |
| 1087 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1088 | auto cLayer = PolymorphicDowncast<const SliceLayer*>(&layer); |
Aron Virginas-Tar | 636ab40 | 2019-09-16 14:27:45 +0100 | [diff] [blame] | 1089 | |
| 1090 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1091 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 1092 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1093 | result = layerSupportObject.IsSliceSupported(OverrideDataType(input, dataType), |
| 1094 | OverrideDataType(output, dataType), |
| 1095 | cLayer->GetParameters(), |
| 1096 | reason); |
Aron Virginas-Tar | 636ab40 | 2019-09-16 14:27:45 +0100 | [diff] [blame] | 1097 | break; |
| 1098 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1099 | case LayerType::Softmax: |
| 1100 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1101 | auto cLayer = PolymorphicDowncast<const SoftmaxLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1102 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 1103 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1104 | result = layerSupportObject.IsSoftmaxSupported(OverrideDataType(input, dataType), |
| 1105 | OverrideDataType(output, dataType), |
| 1106 | cLayer->GetParameters(), |
| 1107 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1108 | break; |
| 1109 | } |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 1110 | case LayerType::SpaceToBatchNd: |
| 1111 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1112 | auto cLayer = PolymorphicDowncast<const SpaceToBatchNdLayer*>(&layer); |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 1113 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1114 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1115 | result = layerSupportObject.IsSpaceToBatchNdSupported(OverrideDataType(input, dataType), |
| 1116 | OverrideDataType(output, dataType), |
| 1117 | cLayer->GetParameters(), |
| 1118 | reason); |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 1119 | break; |
| 1120 | } |
Aron Virginas-Tar | 972af15 | 2019-06-11 14:14:03 +0100 | [diff] [blame] | 1121 | case LayerType::SpaceToDepth: |
| 1122 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1123 | auto cLayer = PolymorphicDowncast<const SpaceToDepthLayer*>(&layer); |
Aron Virginas-Tar | 972af15 | 2019-06-11 14:14:03 +0100 | [diff] [blame] | 1124 | |
| 1125 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1126 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 1127 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1128 | result = layerSupportObject.IsSpaceToDepthSupported(OverrideDataType(input, dataType), |
| 1129 | OverrideDataType(output, dataType), |
| 1130 | cLayer->GetParameters(), |
| 1131 | reason); |
Aron Virginas-Tar | 972af15 | 2019-06-11 14:14:03 +0100 | [diff] [blame] | 1132 | break; |
| 1133 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1134 | case LayerType::Splitter: |
| 1135 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1136 | auto cLayer = PolymorphicDowncast<const SplitterLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1137 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 1138 | |
| 1139 | // Get vector of all outputs. |
| 1140 | auto getTensorInfo = [&dataType](const OutputSlot& slot) |
| 1141 | { |
| 1142 | return OverrideDataType(slot.GetTensorInfo(), dataType); |
| 1143 | }; |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 1144 | auto beginI = MakeTransformIterator(layer.GetOutputSlots().begin(), getTensorInfo); |
| 1145 | auto endI = MakeTransformIterator(layer.GetOutputSlots().end(), getTensorInfo); |
Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 1146 | std::vector<TensorInfo> outputs(beginI, endI); |
| 1147 | |
| 1148 | const std::vector<std::reference_wrapper<TensorInfo>> outputPtrs(outputs.begin(), outputs.end()); |
| 1149 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1150 | result = layerSupportObject.IsSplitterSupported(OverrideDataType(input, dataType), |
| 1151 | outputPtrs, |
| 1152 | cLayer->GetParameters(), |
| 1153 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1154 | break; |
| 1155 | } |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 1156 | case LayerType::Stack: |
| 1157 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1158 | auto cLayer = PolymorphicDowncast<const StackLayer*>(&layer); |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 1159 | |
| 1160 | // Get vector of all inputs. |
| 1161 | auto getTensorInfo = [&dataType](const InputSlot& slot) |
| 1162 | { |
| 1163 | return OverrideDataType(slot.GetConnectedOutputSlot()->GetTensorInfo(), dataType); |
| 1164 | }; |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 1165 | auto beginI = MakeTransformIterator(layer.GetInputSlots().begin(), getTensorInfo); |
| 1166 | auto endI = MakeTransformIterator(layer.GetInputSlots().end(), getTensorInfo); |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 1167 | std::vector<TensorInfo> inputs(beginI, endI); |
| 1168 | |
| 1169 | auto getTensorInfoPtr = [](const TensorInfo& info) |
| 1170 | { |
| 1171 | return &info; |
| 1172 | }; |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 1173 | auto beginPtr = MakeTransformIterator(inputs.begin(), getTensorInfoPtr); |
| 1174 | auto endPtr = MakeTransformIterator(inputs.end(), getTensorInfoPtr); |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 1175 | std::vector<const TensorInfo*> inputPtrs(beginPtr, endPtr); |
| 1176 | |
| 1177 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 1178 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1179 | result = layerSupportObject.IsStackSupported(inputPtrs, output, cLayer->GetParameters(), reason); |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 1180 | |
| 1181 | break; |
| 1182 | } |
Derek Lamberti | 013c390 | 2019-10-21 10:46:16 +0100 | [diff] [blame] | 1183 | case LayerType::StandIn: |
| 1184 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1185 | auto cLayer = PolymorphicDowncast<const StandInLayer*>(&layer); |
Derek Lamberti | 013c390 | 2019-10-21 10:46:16 +0100 | [diff] [blame] | 1186 | |
| 1187 | // Get vector of all inputs. |
| 1188 | auto getTensorInfoIn = [&dataType](const InputSlot& slot) |
| 1189 | { |
| 1190 | return OverrideDataType(slot.GetConnectedOutputSlot()->GetTensorInfo(), dataType); |
| 1191 | }; |
| 1192 | auto getTensorInfoOut = [&dataType](const OutputSlot& slot) |
| 1193 | { |
| 1194 | return OverrideDataType(slot.GetTensorInfo(), dataType); |
| 1195 | }; |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 1196 | auto beginI = MakeTransformIterator(layer.GetInputSlots().begin(), getTensorInfoIn); |
| 1197 | auto endI = MakeTransformIterator(layer.GetInputSlots().end(), getTensorInfoIn); |
Derek Lamberti | 013c390 | 2019-10-21 10:46:16 +0100 | [diff] [blame] | 1198 | std::vector<TensorInfo> inputs(beginI, endI); |
| 1199 | |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 1200 | auto beginO = MakeTransformIterator(layer.GetOutputSlots().begin(), getTensorInfoOut); |
| 1201 | auto endO = MakeTransformIterator(layer.GetOutputSlots().end(), getTensorInfoOut); |
Derek Lamberti | 013c390 | 2019-10-21 10:46:16 +0100 | [diff] [blame] | 1202 | std::vector<TensorInfo> outputs(beginO, endO); |
| 1203 | |
| 1204 | |
| 1205 | auto getTensorInfoPtr = [](const TensorInfo& info) |
| 1206 | { |
| 1207 | return &info; |
| 1208 | }; |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 1209 | auto beginPtrI = MakeTransformIterator(inputs.begin(), getTensorInfoPtr); |
| 1210 | auto endPtrI = MakeTransformIterator(inputs.end(), getTensorInfoPtr); |
Derek Lamberti | 013c390 | 2019-10-21 10:46:16 +0100 | [diff] [blame] | 1211 | std::vector<const TensorInfo*> inputPtrs(beginPtrI, endPtrI); |
| 1212 | |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 1213 | auto beginPtrO = MakeTransformIterator(outputs.begin(), getTensorInfoPtr); |
| 1214 | auto endPtrO = MakeTransformIterator(outputs.end(), getTensorInfoPtr); |
Derek Lamberti | 013c390 | 2019-10-21 10:46:16 +0100 | [diff] [blame] | 1215 | std::vector<const TensorInfo*> outputPtrs(beginPtrO, endPtrO); |
| 1216 | |
| 1217 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1218 | result = layerSupportObject.IsStandInSupported(inputPtrs, |
| 1219 | outputPtrs, |
| 1220 | cLayer->GetParameters(), |
| 1221 | reason); |
Derek Lamberti | 013c390 | 2019-10-21 10:46:16 +0100 | [diff] [blame] | 1222 | break; |
| 1223 | } |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 1224 | case LayerType::StridedSlice: |
| 1225 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1226 | auto cLayer = PolymorphicDowncast<const StridedSliceLayer*>(&layer); |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 1227 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1228 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1229 | result = layerSupportObject.IsStridedSliceSupported(OverrideDataType(input, dataType), |
| 1230 | OverrideDataType(output, dataType), |
| 1231 | cLayer->GetParameters(), |
| 1232 | reason); |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 1233 | break; |
| 1234 | } |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 1235 | case LayerType::Subtraction: |
| 1236 | { |
| 1237 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1238 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 1239 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1240 | result = layerSupportObject.IsSubtractionSupported( |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 1241 | OverrideDataType(input0, dataType), |
| 1242 | OverrideDataType(input1, dataType), |
| 1243 | OverrideDataType(output, dataType), |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 1244 | reason); |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 1245 | break; |
| 1246 | } |
Sadik Armagan | eff363d | 2019-04-05 15:25:46 +0100 | [diff] [blame] | 1247 | case LayerType::Switch: |
| 1248 | { |
| 1249 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1250 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 1251 | const TensorInfo& output0 = layer.GetOutputSlot(0).GetTensorInfo(); |
| 1252 | const TensorInfo& output1 = layer.GetOutputSlot(1).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1253 | result = layerSupportObject.IsSwitchSupported(OverrideDataType(input0, dataType), |
| 1254 | OverrideDataType(input1, dataType), |
| 1255 | OverrideDataType(output0, dataType), |
| 1256 | OverrideDataType(output1, dataType), |
| 1257 | reason); |
Sadik Armagan | eff363d | 2019-04-05 15:25:46 +0100 | [diff] [blame] | 1258 | break; |
| 1259 | } |
narpra01 | 32b9046 | 2018-09-13 11:07:48 +0100 | [diff] [blame] | 1260 | case LayerType::Mean: |
| 1261 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1262 | auto cLayer = PolymorphicDowncast<const MeanLayer*>(&layer); |
narpra01 | 32b9046 | 2018-09-13 11:07:48 +0100 | [diff] [blame] | 1263 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1264 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1265 | result = layerSupportObject.IsMeanSupported( |
narpra01 | 32b9046 | 2018-09-13 11:07:48 +0100 | [diff] [blame] | 1266 | OverrideDataType(input, dataType), |
| 1267 | OverrideDataType(output, dataType), |
| 1268 | cLayer->GetParameters(), |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 1269 | reason); |
narpra01 | 32b9046 | 2018-09-13 11:07:48 +0100 | [diff] [blame] | 1270 | break; |
| 1271 | } |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 1272 | case LayerType::Minimum: |
| 1273 | { |
| 1274 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1275 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 1276 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1277 | result = layerSupportObject.IsMinimumSupported(OverrideDataType(input0, dataType), |
| 1278 | OverrideDataType(input1, dataType), |
| 1279 | OverrideDataType(output, dataType), |
| 1280 | reason); |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 1281 | break; |
| 1282 | } |
Matteo Martincigh | 0e406ee | 2019-06-12 15:42:18 +0100 | [diff] [blame] | 1283 | case LayerType::Prelu: |
| 1284 | { |
| 1285 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1286 | const TensorInfo& alpha = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 1287 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1288 | result = layerSupportObject.IsPreluSupported(OverrideDataType(input, dataType), |
| 1289 | OverrideDataType(alpha, dataType), |
| 1290 | OverrideDataType(output, dataType), |
| 1291 | reason); |
Matteo Martincigh | 0e406ee | 2019-06-12 15:42:18 +0100 | [diff] [blame] | 1292 | break; |
| 1293 | } |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 1294 | case LayerType::Transpose: |
| 1295 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1296 | auto cLayer = PolymorphicDowncast<const TransposeLayer*>(&layer); |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 1297 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1298 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1299 | result = layerSupportObject.IsTransposeSupported(OverrideDataType(input, dataType), |
| 1300 | OverrideDataType(output, dataType), |
| 1301 | cLayer->GetParameters(), |
| 1302 | reason); |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 1303 | break; |
| 1304 | } |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 1305 | case LayerType::TransposeConvolution2d: |
| 1306 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1307 | auto cLayer = PolymorphicDowncast<const TransposeConvolution2dLayer*>(&layer); |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 1308 | |
| 1309 | const TensorInfo input = OverrideDataType(layer.GetInputSlot(0).GetConnection()->GetTensorInfo(), |
| 1310 | dataType); |
| 1311 | const TensorInfo output = OverrideDataType(layer.GetOutputSlot(0).GetTensorInfo(), dataType); |
| 1312 | |
| 1313 | const TransposeConvolution2dDescriptor& descriptor = cLayer->GetParameters(); |
| 1314 | |
| 1315 | Optional<TensorInfo> biases; |
| 1316 | if (descriptor.m_BiasEnabled) |
| 1317 | { |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 1318 | ARMNN_ASSERT(cLayer->m_Bias.get() != nullptr); |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 1319 | biases = OverrideDataType(cLayer->m_Bias->GetTensorInfo(), |
| 1320 | GetBiasTypeFromWeightsType(dataType)); |
| 1321 | } |
| 1322 | |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 1323 | ARMNN_ASSERT(cLayer->m_Weight.get() != nullptr); |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 1324 | const TensorInfo weights = OverrideDataType(cLayer->m_Weight->GetTensorInfo(), dataType); |
| 1325 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1326 | result = layerSupportObject.IsTransposeConvolution2dSupported(input, |
| 1327 | output, |
| 1328 | descriptor, |
| 1329 | weights, |
| 1330 | biases, |
| 1331 | reason); |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 1332 | |
| 1333 | break; |
| 1334 | } |
Sadik Armagan | 0c3ea5b | 2021-02-03 09:29:30 +0000 | [diff] [blame] | 1335 | case LayerType::Reduce: |
| 1336 | { |
| 1337 | auto cLayer = PolymorphicDowncast<const ReduceLayer*>(&layer); |
| 1338 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1339 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 1340 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1341 | result = layerSupportObject.IsReduceSupported(OverrideDataType(input, dataType), |
| 1342 | OverrideDataType(output, dataType), |
| 1343 | cLayer->GetParameters(), |
| 1344 | reason); |
Sadik Armagan | 0c3ea5b | 2021-02-03 09:29:30 +0000 | [diff] [blame] | 1345 | break; |
| 1346 | } |
Narumol Prangnawarat | 8ed39ae | 2021-07-15 16:16:25 +0100 | [diff] [blame] | 1347 | case LayerType::UnidirectionalSequenceLstm: |
| 1348 | { |
| 1349 | auto cLayer = PolymorphicDowncast<const UnidirectionalSequenceLstmLayer*>(&layer); |
| 1350 | const UnidirectionalSequenceLstmDescriptor& descriptor = cLayer->GetParameters(); |
| 1351 | |
| 1352 | // All inputs. |
| 1353 | const TensorInfo& input = OverrideDataType(layer.GetInputSlot(0).GetConnection()->GetTensorInfo(), |
| 1354 | dataType); |
| 1355 | const TensorInfo& outputStateIn = OverrideDataType(layer.GetInputSlot(1).GetConnection()->GetTensorInfo(), |
| 1356 | dataType); |
| 1357 | const TensorInfo& cellStateIn = OverrideDataType(layer.GetInputSlot(2).GetConnection()->GetTensorInfo(), |
| 1358 | dataType); |
| 1359 | // Outputs |
| 1360 | const TensorInfo& output = OverrideDataType(layer.GetOutputSlot(0).GetTensorInfo(), dataType); |
| 1361 | |
| 1362 | // Basic parameters |
| 1363 | const TensorInfo& inputToForgetWeights |
| 1364 | = OverrideDataType(cLayer->m_BasicParameters.m_InputToForgetWeights->GetTensorInfo(), dataType); |
| 1365 | const TensorInfo& inputToCellWeights |
| 1366 | = OverrideDataType(cLayer->m_BasicParameters.m_InputToCellWeights->GetTensorInfo(), dataType); |
| 1367 | const TensorInfo& inputToOutputWeights |
| 1368 | = OverrideDataType(cLayer->m_BasicParameters.m_InputToOutputWeights->GetTensorInfo(), dataType); |
| 1369 | const TensorInfo& recurrentToForgetWeights |
| 1370 | = OverrideDataType(cLayer->m_BasicParameters.m_RecurrentToForgetWeights->GetTensorInfo(), dataType); |
| 1371 | const TensorInfo& recurrentToCellWeights |
| 1372 | = OverrideDataType(cLayer->m_BasicParameters.m_RecurrentToCellWeights->GetTensorInfo(), dataType); |
| 1373 | const TensorInfo& recurrentToOutputWeights |
| 1374 | = OverrideDataType(cLayer->m_BasicParameters.m_RecurrentToOutputWeights->GetTensorInfo(), dataType); |
| 1375 | const TensorInfo& forgetGateBias |
| 1376 | = OverrideDataType(cLayer->m_BasicParameters.m_ForgetGateBias->GetTensorInfo(), dataType); |
| 1377 | const TensorInfo& cellBias |
| 1378 | = OverrideDataType(cLayer->m_BasicParameters.m_CellBias->GetTensorInfo(), dataType); |
| 1379 | const TensorInfo& outputGateBias |
| 1380 | = OverrideDataType(cLayer->m_BasicParameters.m_OutputGateBias->GetTensorInfo(), dataType); |
| 1381 | |
| 1382 | LstmInputParamsInfo paramsInfo; |
| 1383 | |
| 1384 | paramsInfo.m_InputToForgetWeights = &inputToForgetWeights; |
| 1385 | paramsInfo.m_InputToCellWeights = &inputToCellWeights; |
| 1386 | paramsInfo.m_InputToOutputWeights = &inputToOutputWeights; |
| 1387 | paramsInfo.m_RecurrentToForgetWeights = &recurrentToForgetWeights; |
| 1388 | paramsInfo.m_RecurrentToCellWeights = &recurrentToCellWeights; |
| 1389 | paramsInfo.m_RecurrentToOutputWeights = &recurrentToOutputWeights; |
| 1390 | paramsInfo.m_ForgetGateBias = &forgetGateBias; |
| 1391 | paramsInfo.m_CellBias = &cellBias; |
| 1392 | paramsInfo.m_OutputGateBias = &outputGateBias; |
| 1393 | |
| 1394 | // Optional parameters |
| 1395 | TensorInfo optInputToInputWeights; |
| 1396 | TensorInfo optRecurrentToInputWeights; |
| 1397 | TensorInfo optCellToInputWeights; |
| 1398 | TensorInfo optInputGateBias; |
| 1399 | TensorInfo optProjectionWeights; |
| 1400 | TensorInfo optProjectionBias; |
| 1401 | TensorInfo optCellToForgetWeights; |
| 1402 | TensorInfo optCellToOutputWeights; |
| 1403 | TensorInfo optInputLayerNormWeights; |
| 1404 | TensorInfo optForgetLayerNormWeights; |
| 1405 | TensorInfo optCellLayerNormWeights; |
| 1406 | TensorInfo optOutputLayerNormWeights; |
| 1407 | |
| 1408 | if(!descriptor.m_CifgEnabled) |
| 1409 | { |
| 1410 | optInputToInputWeights = |
| 1411 | OverrideDataType(cLayer->m_CifgParameters.m_InputToInputWeights->GetTensorInfo(), dataType); |
| 1412 | paramsInfo.m_InputToInputWeights = &optInputToInputWeights; |
| 1413 | |
| 1414 | optRecurrentToInputWeights = |
| 1415 | OverrideDataType(cLayer->m_CifgParameters.m_RecurrentToInputWeights->GetTensorInfo(), dataType); |
| 1416 | paramsInfo.m_RecurrentToInputWeights = &optRecurrentToInputWeights; |
| 1417 | optInputGateBias = |
| 1418 | OverrideDataType(cLayer->m_CifgParameters.m_InputGateBias->GetTensorInfo(), dataType); |
| 1419 | paramsInfo.m_InputGateBias = &optInputGateBias; |
| 1420 | } |
| 1421 | |
| 1422 | if(descriptor.m_ProjectionEnabled) |
| 1423 | { |
| 1424 | optProjectionWeights = |
| 1425 | OverrideDataType(cLayer->m_ProjectionParameters.m_ProjectionWeights->GetTensorInfo(), dataType); |
| 1426 | paramsInfo.m_ProjectionWeights = &optProjectionWeights; |
| 1427 | if (cLayer->m_ProjectionParameters.m_ProjectionBias != nullptr) |
| 1428 | { |
| 1429 | optProjectionBias = |
| 1430 | OverrideDataType(cLayer->m_ProjectionParameters.m_ProjectionBias->GetTensorInfo(), dataType); |
| 1431 | paramsInfo.m_ProjectionBias = &optProjectionBias; |
| 1432 | } |
| 1433 | } |
| 1434 | |
| 1435 | if(descriptor.m_PeepholeEnabled) |
| 1436 | { |
| 1437 | if(!descriptor.m_CifgEnabled) |
| 1438 | { |
| 1439 | optCellToInputWeights = |
| 1440 | OverrideDataType(cLayer->m_PeepholeParameters.m_CellToInputWeights->GetTensorInfo(), |
| 1441 | dataType); |
| 1442 | paramsInfo.m_CellToInputWeights = &optCellToInputWeights; |
| 1443 | } |
| 1444 | optCellToForgetWeights = |
| 1445 | OverrideDataType(cLayer->m_PeepholeParameters.m_CellToForgetWeights->GetTensorInfo(), dataType); |
| 1446 | paramsInfo.m_CellToForgetWeights = &optCellToForgetWeights; |
| 1447 | optCellToOutputWeights = |
| 1448 | OverrideDataType(cLayer->m_PeepholeParameters.m_CellToOutputWeights->GetTensorInfo(), dataType); |
| 1449 | paramsInfo.m_CellToOutputWeights = &optCellToOutputWeights; |
| 1450 | } |
| 1451 | |
| 1452 | if(descriptor.m_LayerNormEnabled) |
| 1453 | { |
| 1454 | if (!descriptor.m_CifgEnabled) |
| 1455 | { |
| 1456 | optInputLayerNormWeights = OverrideDataType( |
| 1457 | cLayer->m_LayerNormParameters.m_InputLayerNormWeights->GetTensorInfo(), dataType); |
| 1458 | paramsInfo.m_InputLayerNormWeights = &optInputLayerNormWeights; |
| 1459 | } |
| 1460 | |
| 1461 | optForgetLayerNormWeights = OverrideDataType( |
| 1462 | cLayer->m_LayerNormParameters.m_ForgetLayerNormWeights->GetTensorInfo(), dataType); |
| 1463 | paramsInfo.m_ForgetLayerNormWeights = &optForgetLayerNormWeights; |
| 1464 | |
| 1465 | optCellLayerNormWeights = OverrideDataType( |
| 1466 | cLayer->m_LayerNormParameters.m_CellLayerNormWeights->GetTensorInfo(), dataType); |
| 1467 | paramsInfo.m_CellLayerNormWeights = &optCellLayerNormWeights; |
| 1468 | |
| 1469 | optOutputLayerNormWeights = OverrideDataType( |
| 1470 | cLayer->m_LayerNormParameters.m_OutputLayerNormWeights->GetTensorInfo(), dataType); |
| 1471 | paramsInfo.m_OutputLayerNormWeights = &optOutputLayerNormWeights; |
| 1472 | } |
| 1473 | |
| 1474 | Optional<TensorInfo> hiddenStateOut; |
| 1475 | Optional<TensorInfo> cellStateOut; |
| 1476 | |
| 1477 | result = layerSupportObject.IsUnidirectionalSequenceLstmSupported(input, |
| 1478 | outputStateIn, |
| 1479 | cellStateIn, |
| 1480 | output, |
| 1481 | hiddenStateOut, |
| 1482 | cellStateOut, |
| 1483 | descriptor, |
| 1484 | paramsInfo, |
| 1485 | reason); |
| 1486 | break; |
| 1487 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1488 | default: |
| 1489 | { |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 1490 | ARMNN_ASSERT_MSG(false, "WorkloadFactory did not recognise type of layer."); |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 1491 | reason.value() = "Unrecognised layer type"; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1492 | result = false; |
| 1493 | break; |
| 1494 | } |
| 1495 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1496 | return result; |
| 1497 | } |
| 1498 | |
Sadik Armagan | 045f6be | 2020-09-10 13:37:32 +0100 | [diff] [blame] | 1499 | bool IWorkloadFactory::IsLayerSupported(const BackendId& backendId, |
| 1500 | const IConnectableLayer& connectableLayer, |
| 1501 | Optional<DataType> dataType, |
| 1502 | std::string& outReasonIfUnsupported) |
| 1503 | { |
| 1504 | return IsLayerConfigurationSupported(backendId, connectableLayer, dataType, outReasonIfUnsupported); |
| 1505 | } |
| 1506 | |
David Beck | dcb751f | 2018-10-03 11:42:42 +0100 | [diff] [blame] | 1507 | bool IWorkloadFactory::IsLayerSupported(const IConnectableLayer& connectableLayer, |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 1508 | Optional<DataType> dataType, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 1509 | std::string& outReasonIfUnsupported) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1510 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1511 | auto layer = PolymorphicDowncast<const Layer*>(&connectableLayer); |
Sadik Armagan | 045f6be | 2020-09-10 13:37:32 +0100 | [diff] [blame] | 1512 | return IsLayerConfigurationSupported(layer->GetBackendId(), connectableLayer, dataType, outReasonIfUnsupported); |
| 1513 | } |
| 1514 | |
| 1515 | // TODO merge with defaulted modelOptions above |
| 1516 | bool IWorkloadFactory::IsLayerSupported(const IConnectableLayer& connectableLayer, |
| 1517 | Optional<DataType> dataType, |
| 1518 | std::string& outReasonIfUnsupported, |
| 1519 | const ModelOptions& modelOptions) |
| 1520 | { |
| 1521 | auto layer = PolymorphicDowncast<const Layer*>(&connectableLayer); |
| 1522 | return IsLayerConfigurationSupported(layer->GetBackendId(), |
| 1523 | connectableLayer, |
| 1524 | dataType, |
| 1525 | outReasonIfUnsupported, |
| 1526 | modelOptions); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1527 | } |
| 1528 | |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 1529 | bool IWorkloadFactory::IsLayerSupported(const BackendId& backendId, |
| 1530 | const IConnectableLayer& connectableLayer, |
| 1531 | Optional<DataType> dataType, |
| 1532 | std::string& outReasonIfUnsupported, |
| 1533 | const ModelOptions& modelOptions) |
| 1534 | { |
| 1535 | return IsLayerConfigurationSupported(backendId, |
| 1536 | connectableLayer, |
| 1537 | dataType, |
| 1538 | outReasonIfUnsupported, |
| 1539 | modelOptions); |
| 1540 | } |
| 1541 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1542 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& /*descriptor*/, |
| 1543 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1544 | { |
| 1545 | return std::unique_ptr<IWorkload>(); |
| 1546 | } |
| 1547 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1548 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& /*descriptor*/, |
| 1549 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1550 | { |
| 1551 | return std::unique_ptr<IWorkload>(); |
| 1552 | } |
| 1553 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1554 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateArgMinMax(const ArgMinMaxQueueDescriptor& /*descriptor*/, |
| 1555 | const WorkloadInfo& /*info*/) const |
Nikhil Raj | ee391d5 | 2019-09-05 17:50:44 +0100 | [diff] [blame] | 1556 | { |
| 1557 | return std::unique_ptr<IWorkload>(); |
| 1558 | } |
| 1559 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1560 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateBatchNormalization( |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1561 | const BatchNormalizationQueueDescriptor& /*descriptor*/, const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1562 | { |
| 1563 | return std::unique_ptr<IWorkload>(); |
| 1564 | } |
| 1565 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1566 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& /*desc*/, |
| 1567 | const WorkloadInfo& /*Info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1568 | { |
| 1569 | return std::unique_ptr<IWorkload>(); |
| 1570 | } |
| 1571 | |
mathad01 | b392e98 | 2021-04-07 12:07:30 +0100 | [diff] [blame] | 1572 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateCast(const CastQueueDescriptor& /*descriptor*/, |
| 1573 | const WorkloadInfo& /*info*/) const |
| 1574 | { |
| 1575 | return std::unique_ptr<IWorkload>(); |
| 1576 | } |
| 1577 | |
Simon Obute | 51f6777 | 2021-09-03 15:50:13 +0100 | [diff] [blame] | 1578 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateChannelShuffle(const ChannelShuffleQueueDescriptor& /*descriptor*/, |
| 1579 | const WorkloadInfo& /*info*/) const |
| 1580 | { |
| 1581 | return std::unique_ptr<IWorkload>(); |
| 1582 | } |
| 1583 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1584 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateComparison(const ComparisonQueueDescriptor& /*descriptor*/, |
| 1585 | const WorkloadInfo& /*info*/) const |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 1586 | { |
| 1587 | return std::unique_ptr<IWorkload>(); |
| 1588 | } |
| 1589 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1590 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateConcat(const ConcatQueueDescriptor& /*descriptor*/, |
| 1591 | const WorkloadInfo& /*info*/) const |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 1592 | { |
| 1593 | return std::unique_ptr<IWorkload>(); |
| 1594 | } |
| 1595 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1596 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& /*descriptor*/, |
| 1597 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1598 | { |
| 1599 | return std::unique_ptr<IWorkload>(); |
| 1600 | } |
| 1601 | |
Narumol Prangnawarat | 7ddbbae | 2020-03-13 10:26:05 +0000 | [diff] [blame] | 1602 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateConvertBf16ToFp32(const ConvertBf16ToFp32QueueDescriptor& /*desc*/, |
| 1603 | const WorkloadInfo& /*info*/) const |
| 1604 | { |
| 1605 | return std::unique_ptr<IWorkload>(); |
| 1606 | } |
| 1607 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1608 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& /*desc*/, |
| 1609 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1610 | { |
| 1611 | return std::unique_ptr<IWorkload>(); |
| 1612 | } |
| 1613 | |
Narumol Prangnawarat | ea54a01 | 2020-03-16 16:36:10 +0000 | [diff] [blame] | 1614 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateConvertFp32ToBf16(const ConvertFp32ToBf16QueueDescriptor& /*desc*/, |
| 1615 | const WorkloadInfo& /*info*/) const |
| 1616 | { |
| 1617 | return std::unique_ptr<IWorkload>(); |
| 1618 | } |
| 1619 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1620 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& /*desc*/, |
| 1621 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1622 | { |
| 1623 | return std::unique_ptr<IWorkload>(); |
| 1624 | } |
| 1625 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1626 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& /*descriptor*/, |
| 1627 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1628 | { |
| 1629 | return std::unique_ptr<IWorkload>(); |
| 1630 | } |
| 1631 | |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 1632 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateConvolution3d(const Convolution3dQueueDescriptor& /*descriptor*/, |
| 1633 | const WorkloadInfo& /*info*/) const |
| 1634 | { |
| 1635 | return std::unique_ptr<IWorkload>(); |
| 1636 | } |
| 1637 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1638 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateDebug(const DebugQueueDescriptor& /*descriptor*/, |
| 1639 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1640 | { |
| 1641 | return std::unique_ptr<IWorkload>(); |
| 1642 | } |
| 1643 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1644 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateDepthToSpace(const DepthToSpaceQueueDescriptor& /*descriptor*/, |
| 1645 | const WorkloadInfo& /*info*/) const |
Aron Virginas-Tar | dd6247f | 2019-09-19 14:31:17 +0100 | [diff] [blame] | 1646 | { |
| 1647 | return std::unique_ptr<IWorkload>(); |
| 1648 | } |
| 1649 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1650 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateDepthwiseConvolution2d( |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1651 | const DepthwiseConvolution2dQueueDescriptor& /*descriptor*/, const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1652 | { |
| 1653 | return std::unique_ptr<IWorkload>(); |
| 1654 | } |
| 1655 | |
Nattapat Chaimanowong | e4294fd | 2019-03-28 09:56:53 +0000 | [diff] [blame] | 1656 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateDequantize( |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1657 | const DequantizeQueueDescriptor& /*descriptor*/, const WorkloadInfo& /*info*/) const |
Nattapat Chaimanowong | e4294fd | 2019-03-28 09:56:53 +0000 | [diff] [blame] | 1658 | { |
| 1659 | return std::unique_ptr<IWorkload>(); |
| 1660 | } |
| 1661 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1662 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateDetectionPostProcess( |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1663 | const DetectionPostProcessQueueDescriptor& /*descriptor*/, const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1664 | { |
| 1665 | return std::unique_ptr<IWorkload>(); |
| 1666 | } |
| 1667 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1668 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateDivision(const DivisionQueueDescriptor& /*descriptor*/, |
| 1669 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1670 | { |
| 1671 | return std::unique_ptr<IWorkload>(); |
| 1672 | } |
| 1673 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 1674 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateElementwiseUnary(const ElementwiseUnaryQueueDescriptor& /*desc*/, |
| 1675 | const WorkloadInfo& /*info*/) const |
| 1676 | { |
| 1677 | return std::unique_ptr<IWorkload>(); |
| 1678 | } |
| 1679 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1680 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateFakeQuantization(const FakeQuantizationQueueDescriptor& /*desc*/, |
| 1681 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1682 | { |
| 1683 | return std::unique_ptr<IWorkload>(); |
| 1684 | } |
| 1685 | |
Ryan OShea | ec6c680 | 2020-06-05 17:17:06 +0100 | [diff] [blame] | 1686 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateFill(const FillQueueDescriptor& /*descriptor*/, |
| 1687 | const WorkloadInfo& /*info*/) const |
| 1688 | { |
| 1689 | return std::unique_ptr<IWorkload>(); |
| 1690 | } |
| 1691 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1692 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateFloor(const FloorQueueDescriptor& /*descriptor*/, |
| 1693 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1694 | { |
| 1695 | return std::unique_ptr<IWorkload>(); |
| 1696 | } |
| 1697 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1698 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateFullyConnected(const FullyConnectedQueueDescriptor& /*descriptor*/, |
| 1699 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1700 | { |
| 1701 | return std::unique_ptr<IWorkload>(); |
| 1702 | } |
| 1703 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1704 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateGather(const GatherQueueDescriptor& /*descriptor*/, |
| 1705 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1706 | { |
| 1707 | return std::unique_ptr<IWorkload>(); |
| 1708 | } |
| 1709 | |
Kevin May | ce5045a | 2019-10-02 14:07:47 +0100 | [diff] [blame] | 1710 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateInstanceNormalization( |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1711 | const InstanceNormalizationQueueDescriptor& /*descriptor*/, |
| 1712 | const WorkloadInfo& /*info*/) const |
Kevin May | ce5045a | 2019-10-02 14:07:47 +0100 | [diff] [blame] | 1713 | { |
| 1714 | return std::unique_ptr<IWorkload>(); |
| 1715 | } |
| 1716 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1717 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& /*desc*/, |
| 1718 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1719 | { |
| 1720 | return std::unique_ptr<IWorkload>(); |
| 1721 | } |
| 1722 | |
James Conroy | aba90cd | 2020-11-06 16:28:18 +0000 | [diff] [blame] | 1723 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateLogicalBinary(const LogicalBinaryQueueDescriptor& /*desc*/, |
| 1724 | const WorkloadInfo& /*info*/) const |
| 1725 | { |
| 1726 | return std::unique_ptr<IWorkload>(); |
| 1727 | } |
| 1728 | |
| 1729 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateLogicalUnary(const ElementwiseUnaryQueueDescriptor& /*desc*/, |
| 1730 | const WorkloadInfo& /*info*/) const |
| 1731 | { |
| 1732 | return std::unique_ptr<IWorkload>(); |
| 1733 | } |
| 1734 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1735 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateLogSoftmax(const LogSoftmaxQueueDescriptor& /*descriptor*/, |
| 1736 | const WorkloadInfo& /*info*/) const |
Aron Virginas-Tar | f982dea | 2019-10-11 14:07:53 +0100 | [diff] [blame] | 1737 | { |
| 1738 | return std::unique_ptr<IWorkload>(); |
| 1739 | } |
| 1740 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1741 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateLstm(const LstmQueueDescriptor& /*descriptor*/, |
| 1742 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1743 | { |
| 1744 | return std::unique_ptr<IWorkload>(); |
| 1745 | } |
| 1746 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1747 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateMaximum(const MaximumQueueDescriptor& /*descriptor*/, |
| 1748 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1749 | { |
| 1750 | return std::unique_ptr<IWorkload>(); |
| 1751 | } |
| 1752 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1753 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateMean(const MeanQueueDescriptor& /*descriptor*/, |
| 1754 | const WorkloadInfo& /*Info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1755 | { |
| 1756 | return std::unique_ptr<IWorkload>(); |
| 1757 | } |
| 1758 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1759 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& /*descriptor*/, |
| 1760 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1761 | { |
| 1762 | return std::unique_ptr<IWorkload>(); |
| 1763 | } |
| 1764 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1765 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateMemImport(const MemImportQueueDescriptor& /*descriptor*/, |
| 1766 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | f674aa0 | 2019-08-01 15:56:25 +0100 | [diff] [blame] | 1767 | { |
| 1768 | return std::unique_ptr<IWorkload>(); |
| 1769 | } |
| 1770 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1771 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateMerge(const MergeQueueDescriptor& /*descriptor*/, |
| 1772 | const WorkloadInfo& /*info*/) const |
Nattapat Chaimanowong | 1f88630 | 2019-04-05 13:37:19 +0100 | [diff] [blame] | 1773 | { |
| 1774 | return std::unique_ptr<IWorkload>(); |
| 1775 | } |
| 1776 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1777 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateMinimum(const MinimumQueueDescriptor& /*descriptor*/, |
| 1778 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1779 | { |
| 1780 | return std::unique_ptr<IWorkload>(); |
| 1781 | } |
| 1782 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1783 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateMultiplication(const MultiplicationQueueDescriptor& /*descriptor*/, |
| 1784 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1785 | { |
| 1786 | return std::unique_ptr<IWorkload>(); |
| 1787 | } |
| 1788 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1789 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& /*descriptor*/, |
| 1790 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1791 | { |
| 1792 | return std::unique_ptr<IWorkload>(); |
| 1793 | } |
| 1794 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1795 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateOutput(const OutputQueueDescriptor& /*descriptor*/, |
| 1796 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1797 | { |
| 1798 | return std::unique_ptr<IWorkload>(); |
| 1799 | } |
| 1800 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1801 | std::unique_ptr<IWorkload> IWorkloadFactory::CreatePad(const PadQueueDescriptor& /*descriptor*/, |
| 1802 | const WorkloadInfo& /*Info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1803 | { |
| 1804 | return std::unique_ptr<IWorkload>(); |
| 1805 | } |
| 1806 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1807 | std::unique_ptr<IWorkload> IWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& /*descriptor*/, |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 1808 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1809 | { |
| 1810 | return std::unique_ptr<IWorkload>(); |
| 1811 | } |
| 1812 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1813 | std::unique_ptr<IWorkload> IWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& /*descriptor*/, |
| 1814 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1815 | { |
| 1816 | return std::unique_ptr<IWorkload>(); |
| 1817 | } |
| 1818 | |
Tamás Nyíri | 7b885b3 | 2021-10-26 14:47:57 +0100 | [diff] [blame] | 1819 | std::unique_ptr<IWorkload> IWorkloadFactory::CreatePooling3d(const Pooling3dQueueDescriptor& /*descriptor*/, |
| 1820 | const WorkloadInfo& /*info*/) const |
| 1821 | { |
| 1822 | return std::unique_ptr<IWorkload>(); |
| 1823 | } |
| 1824 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1825 | std::unique_ptr<IWorkload> IWorkloadFactory::CreatePreCompiled(const PreCompiledQueueDescriptor& /*descriptor*/, |
| 1826 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1827 | { |
| 1828 | return std::unique_ptr<IWorkload>(); |
| 1829 | } |
| 1830 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1831 | std::unique_ptr<IWorkload> IWorkloadFactory::CreatePrelu(const PreluQueueDescriptor &/*descriptor*/, |
| 1832 | const WorkloadInfo &/*info*/) const |
Matteo Martincigh | 0e406ee | 2019-06-12 15:42:18 +0100 | [diff] [blame] | 1833 | { |
| 1834 | return std::unique_ptr<IWorkload>(); |
| 1835 | } |
| 1836 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1837 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateQuantize(const QuantizeQueueDescriptor& /*descriptor*/, |
| 1838 | const WorkloadInfo& /*Info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1839 | { |
| 1840 | return std::unique_ptr<IWorkload>(); |
| 1841 | } |
| 1842 | |
James Conroy | 586a9aa | 2020-03-20 08:49:33 +0000 | [diff] [blame] | 1843 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateQLstm(const QLstmQueueDescriptor& /*descriptor*/, |
| 1844 | const WorkloadInfo& /*info*/) const |
| 1845 | { |
| 1846 | return std::unique_ptr<IWorkload>(); |
| 1847 | } |
| 1848 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1849 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateQuantizedLstm(const QuantizedLstmQueueDescriptor& /*descriptor*/, |
| 1850 | const WorkloadInfo& /*info*/) const |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 1851 | { |
| 1852 | return std::unique_ptr<IWorkload>(); |
| 1853 | } |
Finn Williams | 2605b23 | 2020-06-10 15:53:46 +0100 | [diff] [blame] | 1854 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateRank(const RankQueueDescriptor& /*descriptor*/, |
| 1855 | const WorkloadInfo& /*info*/) const |
| 1856 | { |
| 1857 | return std::unique_ptr<IWorkload>(); |
| 1858 | } |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 1859 | |
Sadik Armagan | 0c3ea5b | 2021-02-03 09:29:30 +0000 | [diff] [blame] | 1860 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateReduce(const ReduceQueueDescriptor& /*descriptor*/, |
| 1861 | const WorkloadInfo& /*info*/) const |
| 1862 | { |
| 1863 | return std::unique_ptr<IWorkload>(); |
| 1864 | } |
| 1865 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1866 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& /*descriptor*/, |
| 1867 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1868 | { |
| 1869 | return std::unique_ptr<IWorkload>(); |
| 1870 | } |
| 1871 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1872 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateResize(const ResizeQueueDescriptor& /*descriptor*/, |
| 1873 | const WorkloadInfo& /*info*/) const |
Teresa Charlin | a9075df | 2019-06-27 15:41:57 +0100 | [diff] [blame] | 1874 | { |
| 1875 | return std::unique_ptr<IWorkload>(); |
| 1876 | } |
| 1877 | |
Keith Davis | 3ae3f97 | 2021-05-21 16:33:48 +0100 | [diff] [blame] | 1878 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateShape(const ShapeQueueDescriptor& /*descriptor*/, |
| 1879 | const WorkloadInfo& /*info*/) const |
| 1880 | { |
| 1881 | return std::unique_ptr<IWorkload>(); |
| 1882 | } |
| 1883 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1884 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateSlice(const SliceQueueDescriptor& /*descriptor*/, |
| 1885 | const WorkloadInfo& /*info*/) const |
| 1886 | { |
| 1887 | return std::unique_ptr<IWorkload>(); |
| 1888 | } |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 1889 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1890 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& /*descriptor*/, |
| 1891 | const WorkloadInfo& /*info*/) const |
Aron Virginas-Tar | 636ab40 | 2019-09-16 14:27:45 +0100 | [diff] [blame] | 1892 | { |
| 1893 | return std::unique_ptr<IWorkload>(); |
| 1894 | } |
| 1895 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1896 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& /*descriptor*/, |
| 1897 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1898 | { |
| 1899 | return std::unique_ptr<IWorkload>(); |
| 1900 | } |
| 1901 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1902 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& /*descriptor*/, |
| 1903 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1904 | { |
| 1905 | return std::unique_ptr<IWorkload>(); |
| 1906 | } |
| 1907 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1908 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateSpaceToDepth(const SpaceToDepthQueueDescriptor& /*descriptor*/, |
| 1909 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1910 | { |
| 1911 | return std::unique_ptr<IWorkload>(); |
| 1912 | } |
| 1913 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1914 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateStack(const StackQueueDescriptor& /*descriptor*/, |
| 1915 | const WorkloadInfo& /*info*/) const |
Aron Virginas-Tar | 972af15 | 2019-06-11 14:14:03 +0100 | [diff] [blame] | 1916 | { |
| 1917 | return std::unique_ptr<IWorkload>(); |
| 1918 | } |
| 1919 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1920 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateStridedSlice(const StridedSliceQueueDescriptor& /*descriptor*/, |
| 1921 | const WorkloadInfo& /*info*/) const |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 1922 | { |
| 1923 | return std::unique_ptr<IWorkload>(); |
| 1924 | } |
| 1925 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1926 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& /*descriptor*/, |
| 1927 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1928 | { |
| 1929 | return std::unique_ptr<IWorkload>(); |
| 1930 | } |
| 1931 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1932 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateSwitch(const SwitchQueueDescriptor& /*descriptor*/, |
| 1933 | const WorkloadInfo& /*info*/) const |
Sadik Armagan | eff363d | 2019-04-05 15:25:46 +0100 | [diff] [blame] | 1934 | { |
| 1935 | return std::unique_ptr<IWorkload>(); |
| 1936 | } |
| 1937 | |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 1938 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateTranspose(const TransposeQueueDescriptor& /*descriptor*/, |
| 1939 | const WorkloadInfo& /*info*/) const |
| 1940 | { |
| 1941 | return std::unique_ptr<IWorkload>(); |
| 1942 | } |
| 1943 | |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 1944 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateTransposeConvolution2d( |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1945 | const TransposeConvolution2dQueueDescriptor& /*descriptor*/, |
| 1946 | const WorkloadInfo& /*info*/) const |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 1947 | { |
| 1948 | return std::unique_ptr<IWorkload>(); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 1949 | } |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 1950 | |
Narumol Prangnawarat | 8ed39ae | 2021-07-15 16:16:25 +0100 | [diff] [blame] | 1951 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateUnidirectionalSequenceLstm( |
| 1952 | const UnidirectionalSequenceLstmQueueDescriptor& /*descriptor*/, |
| 1953 | const WorkloadInfo& /*info*/) const |
| 1954 | { |
| 1955 | return std::unique_ptr<IWorkload>(); |
| 1956 | } |
| 1957 | |
Aron Virginas-Tar | 636ab40 | 2019-09-16 14:27:45 +0100 | [diff] [blame] | 1958 | } // namepsace armnn |