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> |
Francis Murtagh | cae4568 | 2021-04-26 10:07:49 +0100 | [diff] [blame] | 11 | #include <armnn/backends/ILayerSupport.hpp> |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 12 | #include <armnn/BackendHelper.hpp> |
Matteo Martincigh | c601aa6 | 2019-10-29 15:03:22 +0000 | [diff] [blame] | 13 | #include <armnn/BackendRegistry.hpp> |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 14 | #include <armnn/utility/PolymorphicDowncast.hpp> |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 15 | #include <armnn/utility/TransformIterator.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 16 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 17 | #include <backendsCommon/WorkloadFactory.hpp> |
James Conroy | 1f58f03 | 2021-04-27 17:13:27 +0100 | [diff] [blame] | 18 | #include <backendsCommon/TensorHandle.hpp> |
Matteo Martincigh | e5b8eb9 | 2019-11-28 15:45:42 +0000 | [diff] [blame] | 19 | |
Francis Murtagh | 46c09d0 | 2019-05-28 08:15:28 +0100 | [diff] [blame] | 20 | #include <backendsCommon/test/WorkloadTestUtils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 21 | |
David Beck | 111b5d9 | 2018-11-12 14:59:37 +0000 | [diff] [blame] | 22 | #include <sstream> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 23 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 24 | namespace armnn |
| 25 | { |
| 26 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 27 | namespace |
| 28 | { |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 29 | using LayerList = std::list<Layer*>; |
| 30 | 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] | 31 | |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 32 | const TensorInfo OverrideDataType(const TensorInfo& info, Optional<DataType> type) |
| 33 | { |
| 34 | if (!type) |
| 35 | { |
| 36 | return info; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 37 | } |
| 38 | |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 39 | return TensorInfo(info.GetShape(), |
| 40 | type.value(), |
| 41 | info.GetQuantizationScale(), |
| 42 | info.GetQuantizationOffset(), |
| 43 | info.IsConstant()); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 44 | } |
| 45 | |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 46 | } // anonymous namespace |
| 47 | |
Sadik Armagan | 045f6be | 2020-09-10 13:37:32 +0100 | [diff] [blame] | 48 | bool IWorkloadFactory::IsLayerConfigurationSupported(const BackendId& backendId, |
| 49 | const IConnectableLayer& connectableLayer, |
| 50 | Optional<DataType> dataType, |
| 51 | std::string& outReasonIfUnsupported, |
| 52 | const ModelOptions& modelOptions) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 53 | { |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 54 | Optional<std::string&> reason = outReasonIfUnsupported; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 55 | bool result; |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 56 | const Layer& layer = *(PolymorphicDowncast<const Layer*>(&connectableLayer)); |
David Beck | dcb751f | 2018-10-03 11:42:42 +0100 | [diff] [blame] | 57 | |
David Beck | 111b5d9 | 2018-11-12 14:59:37 +0000 | [diff] [blame] | 58 | auto const& backendRegistry = BackendRegistryInstance(); |
| 59 | if (!backendRegistry.IsBackendRegistered(backendId)) |
| 60 | { |
| 61 | std::stringstream ss; |
| 62 | ss << connectableLayer.GetName() << " is not supported on " << backendId |
| 63 | << " because this backend is not registered."; |
| 64 | |
| 65 | outReasonIfUnsupported = ss.str(); |
| 66 | return false; |
| 67 | } |
| 68 | |
| 69 | auto backendFactory = backendRegistry.GetFactory(backendId); |
| 70 | auto backendObject = backendFactory(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 71 | auto layerSupportObject = LayerSupportHandle(backendObject->GetLayerSupport(modelOptions), backendId); |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 72 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 73 | switch(layer.GetType()) |
| 74 | { |
| 75 | case LayerType::Activation: |
| 76 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 77 | auto cLayer = PolymorphicDowncast<const ActivationLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 78 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 79 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 80 | result = layerSupportObject.IsActivationSupported( |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 81 | OverrideDataType(input, dataType), |
| 82 | OverrideDataType(output, dataType), |
| 83 | cLayer->GetParameters(), |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 84 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 85 | break; |
| 86 | } |
| 87 | case LayerType::Addition: |
| 88 | { |
| 89 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 90 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 91 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 92 | result = layerSupportObject.IsAdditionSupported( |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 93 | OverrideDataType(input0, dataType), |
| 94 | OverrideDataType(input1, dataType), |
| 95 | OverrideDataType(output, dataType), |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 96 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 97 | break; |
| 98 | } |
Nikhil Raj | ee391d5 | 2019-09-05 17:50:44 +0100 | [diff] [blame] | 99 | case LayerType::ArgMinMax: |
| 100 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 101 | auto cLayer = PolymorphicDowncast<const ArgMinMaxLayer*>(&layer); |
Nikhil Raj | ee391d5 | 2019-09-05 17:50:44 +0100 | [diff] [blame] | 102 | const ArgMinMaxDescriptor& descriptor = cLayer->GetParameters(); |
| 103 | |
| 104 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 105 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 106 | result = layerSupportObject.IsArgMinMaxSupported( |
Nikhil Raj | ee391d5 | 2019-09-05 17:50:44 +0100 | [diff] [blame] | 107 | OverrideDataType(input, dataType), |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 108 | OverrideDataType(output, DataType::Signed32), |
Nikhil Raj | ee391d5 | 2019-09-05 17:50:44 +0100 | [diff] [blame] | 109 | descriptor, |
| 110 | reason); |
| 111 | break; |
| 112 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 113 | case LayerType::BatchNormalization: |
| 114 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 115 | auto cLayer = PolymorphicDowncast<const BatchNormalizationLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 116 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 117 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 118 | const TensorInfo& mean = cLayer->m_Mean->GetTensorInfo(); |
| 119 | const TensorInfo& var = cLayer->m_Variance->GetTensorInfo(); |
| 120 | const TensorInfo& beta = cLayer->m_Beta->GetTensorInfo(); |
| 121 | const TensorInfo& gamma = cLayer->m_Gamma->GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 122 | result = layerSupportObject.IsBatchNormalizationSupported( |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 123 | OverrideDataType(input, dataType), |
| 124 | OverrideDataType(output, dataType), |
| 125 | OverrideDataType(mean, dataType), |
| 126 | OverrideDataType(var, dataType), |
| 127 | OverrideDataType(beta, dataType), |
| 128 | OverrideDataType(gamma, dataType), |
| 129 | cLayer->GetParameters(), |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 130 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 131 | break; |
| 132 | } |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 133 | case LayerType::BatchToSpaceNd: |
| 134 | { |
| 135 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 136 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 137 | auto cLayer = PolymorphicDowncast<const BatchToSpaceNdLayer*>(&layer); |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 138 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 139 | result = layerSupportObject.IsBatchToSpaceNdSupported(OverrideDataType(input, dataType), |
| 140 | OverrideDataType(output, dataType), |
| 141 | cLayer->GetParameters(), |
| 142 | reason); |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 143 | break; |
| 144 | } |
mathad01 | b392e98 | 2021-04-07 12:07:30 +0100 | [diff] [blame] | 145 | case LayerType::Cast: |
| 146 | { |
| 147 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 148 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 149 | |
| 150 | result = layerSupportObject.IsCastSupported(OverrideDataType(input, dataType), |
| 151 | OverrideDataType(output, dataType), |
| 152 | reason); |
| 153 | break; |
| 154 | } |
Simon Obute | 51f6777 | 2021-09-03 15:50:13 +0100 | [diff] [blame] | 155 | case LayerType::ChannelShuffle: |
| 156 | { |
| 157 | auto cLayer = PolymorphicDowncast<const ChannelShuffleLayer*>(&layer); |
| 158 | |
| 159 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 160 | const TensorInfo& output = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 161 | |
| 162 | const ChannelShuffleDescriptor descriptor = cLayer->GetParameters(); |
| 163 | |
| 164 | result = layerSupportObject.IsChannelShuffleSupported(OverrideDataType(input, dataType), |
| 165 | OverrideDataType(output, dataType), |
| 166 | descriptor, |
| 167 | reason); |
| 168 | break; |
| 169 | } |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 170 | case LayerType::Comparison: |
| 171 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 172 | auto cLayer = PolymorphicDowncast<const ComparisonLayer*>(&layer); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 173 | |
| 174 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 175 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 176 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 177 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 178 | result = layerSupportObject.IsComparisonSupported(OverrideDataType(input0, dataType), |
| 179 | OverrideDataType(input1, dataType), |
| 180 | OverrideDataType(output, DataType::Boolean), |
| 181 | cLayer->GetParameters(), |
| 182 | reason); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 183 | break; |
| 184 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 185 | case LayerType::Constant: |
| 186 | { |
| 187 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 188 | result = layerSupportObject.IsConstantSupported(OverrideDataType(output, dataType), reason); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 189 | break; |
| 190 | } |
Narumol Prangnawarat | 7ddbbae | 2020-03-13 10:26:05 +0000 | [diff] [blame] | 191 | case LayerType::ConvertBf16ToFp32: |
| 192 | { |
| 193 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 194 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 195 | result = layerSupportObject.IsConvertBf16ToFp32Supported(input, output, reason); |
Narumol Prangnawarat | 7ddbbae | 2020-03-13 10:26:05 +0000 | [diff] [blame] | 196 | break; |
| 197 | } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 198 | case LayerType::ConvertFp16ToFp32: |
| 199 | { |
| 200 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 201 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 202 | result = layerSupportObject.IsConvertFp16ToFp32Supported(input, output, reason); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 203 | break; |
| 204 | } |
Narumol Prangnawarat | ea54a01 | 2020-03-16 16:36:10 +0000 | [diff] [blame] | 205 | case LayerType::ConvertFp32ToBf16: |
| 206 | { |
| 207 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 208 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 209 | result = layerSupportObject.IsConvertFp32ToBf16Supported(input, output, reason); |
Narumol Prangnawarat | ea54a01 | 2020-03-16 16:36:10 +0000 | [diff] [blame] | 210 | break; |
| 211 | } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 212 | case LayerType::ConvertFp32ToFp16: |
| 213 | { |
| 214 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 215 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 216 | result = layerSupportObject.IsConvertFp32ToFp16Supported(input, output, reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 217 | break; |
| 218 | } |
| 219 | case LayerType::Convolution2d: |
| 220 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 221 | auto cLayer = PolymorphicDowncast<const Convolution2dLayer*>(&layer); |
arovir01 | a682410 | 2018-08-28 17:40:45 +0100 | [diff] [blame] | 222 | |
| 223 | const TensorInfo input = OverrideDataType(layer.GetInputSlot(0).GetConnection()->GetTensorInfo(), |
| 224 | dataType); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 225 | const TensorInfo output = OverrideDataType(layer.GetOutputSlot(0).GetTensorInfo(), dataType); |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 226 | ARMNN_ASSERT(cLayer->m_Weight.get() != nullptr); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 227 | |
arovir01 | a682410 | 2018-08-28 17:40:45 +0100 | [diff] [blame] | 228 | const Convolution2dDescriptor& descriptor = cLayer->GetParameters(); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 229 | |
arovir01 | a682410 | 2018-08-28 17:40:45 +0100 | [diff] [blame] | 230 | // Construct optional biases object based on the value of m_BiasEnabled |
David Beck | 5eec11d | 2018-10-04 15:43:17 +0100 | [diff] [blame] | 231 | Optional<TensorInfo> biases; |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 232 | if (descriptor.m_BiasEnabled) |
| 233 | { |
David Beck | 5eec11d | 2018-10-04 15:43:17 +0100 | [diff] [blame] | 234 | biases = |
| 235 | OverrideDataType(cLayer->m_Bias->GetTensorInfo(), GetBiasTypeFromWeightsType(dataType)); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 236 | } |
| 237 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 238 | result = layerSupportObject.IsConvolution2dSupported( |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 239 | input, |
| 240 | output, |
| 241 | descriptor, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 242 | OverrideDataType(cLayer->m_Weight->GetTensorInfo(), dataType), |
arovir01 | a682410 | 2018-08-28 17:40:45 +0100 | [diff] [blame] | 243 | biases, |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 244 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 245 | break; |
| 246 | } |
Nattapat Chaimanowong | a9a1cf1 | 2018-12-03 16:06:49 +0000 | [diff] [blame] | 247 | case LayerType::Debug: |
| 248 | { |
| 249 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 250 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 251 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 252 | result = layerSupportObject.IsDebugSupported(OverrideDataType(input, dataType), |
Nattapat Chaimanowong | a9a1cf1 | 2018-12-03 16:06:49 +0000 | [diff] [blame] | 253 | OverrideDataType(output, dataType), |
| 254 | reason); |
| 255 | break; |
| 256 | } |
Aron Virginas-Tar | dd6247f | 2019-09-19 14:31:17 +0100 | [diff] [blame] | 257 | case LayerType::DepthToSpace: |
| 258 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 259 | auto cLayer = PolymorphicDowncast<const DepthToSpaceLayer*>(&layer); |
Aron Virginas-Tar | dd6247f | 2019-09-19 14:31:17 +0100 | [diff] [blame] | 260 | |
| 261 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 262 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 263 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 264 | result = layerSupportObject.IsDepthToSpaceSupported(OverrideDataType(input, dataType), |
Aron Virginas-Tar | dd6247f | 2019-09-19 14:31:17 +0100 | [diff] [blame] | 265 | OverrideDataType(output, dataType), |
| 266 | cLayer->GetParameters(), |
| 267 | reason); |
| 268 | break; |
| 269 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 270 | case LayerType::DepthwiseConvolution2d: |
| 271 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 272 | auto cLayer = PolymorphicDowncast<const DepthwiseConvolution2dLayer*>(&layer); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 273 | const TensorInfo& input = OverrideDataType(layer.GetInputSlot(0).GetConnection()->GetTensorInfo(), |
| 274 | dataType); |
| 275 | const TensorInfo& output = OverrideDataType(layer.GetOutputSlot(0).GetTensorInfo(), dataType); |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 276 | ARMNN_ASSERT(cLayer->m_Weight.get() != nullptr); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 277 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 278 | const DepthwiseConvolution2dDescriptor& descriptor = cLayer->GetParameters(); |
arovir01 | a682410 | 2018-08-28 17:40:45 +0100 | [diff] [blame] | 279 | |
| 280 | // Construct optional biases object based on the value of m_BiasEnabled |
David Beck | 5eec11d | 2018-10-04 15:43:17 +0100 | [diff] [blame] | 281 | Optional<TensorInfo> biases; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 282 | if (descriptor.m_BiasEnabled) |
| 283 | { |
David Beck | 5eec11d | 2018-10-04 15:43:17 +0100 | [diff] [blame] | 284 | biases = |
| 285 | OverrideDataType(cLayer->m_Bias->GetTensorInfo(), GetBiasTypeFromWeightsType(dataType)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 286 | } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 287 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 288 | result = layerSupportObject.IsDepthwiseConvolutionSupported( |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 289 | input, |
| 290 | output, |
| 291 | descriptor, |
| 292 | OverrideDataType(cLayer->m_Weight->GetTensorInfo(), dataType), |
arovir01 | a682410 | 2018-08-28 17:40:45 +0100 | [diff] [blame] | 293 | biases, |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 294 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 295 | break; |
| 296 | } |
Nattapat Chaimanowong | e4294fd | 2019-03-28 09:56:53 +0000 | [diff] [blame] | 297 | case LayerType::Dequantize: |
| 298 | { |
| 299 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 300 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 301 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 302 | result = layerSupportObject.IsDequantizeSupported(input, |
| 303 | OverrideDataType(output, dataType), |
| 304 | reason); |
Nattapat Chaimanowong | e4294fd | 2019-03-28 09:56:53 +0000 | [diff] [blame] | 305 | break; |
| 306 | } |
Narumol Prangnawarat | 94dd5d8 | 2019-01-23 18:06:26 +0000 | [diff] [blame] | 307 | case LayerType::DetectionPostProcess: |
| 308 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 309 | auto cLayer = PolymorphicDowncast<const DetectionPostProcessLayer*>(&layer); |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 310 | const TensorInfo& boxEncodings = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 311 | const TensorInfo& scores = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 312 | const TensorInfo& anchors = cLayer->m_Anchors->GetTensorInfo(); |
| 313 | |
| 314 | const TensorInfo& detectionBoxes = layer.GetOutputSlot(0).GetTensorInfo(); |
| 315 | const TensorInfo& detectionClasses = layer.GetOutputSlot(1).GetTensorInfo(); |
| 316 | const TensorInfo& detectionScores = layer.GetOutputSlot(2).GetTensorInfo(); |
| 317 | const TensorInfo& numDetections = layer.GetOutputSlot(3).GetTensorInfo(); |
| 318 | |
Narumol Prangnawarat | 94dd5d8 | 2019-01-23 18:06:26 +0000 | [diff] [blame] | 319 | const DetectionPostProcessDescriptor& descriptor = cLayer->GetParameters(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 320 | result = layerSupportObject.IsDetectionPostProcessSupported(boxEncodings, |
| 321 | scores, |
| 322 | anchors, |
| 323 | detectionBoxes, |
| 324 | detectionClasses, |
| 325 | detectionScores, |
| 326 | numDetections, |
| 327 | descriptor, |
| 328 | reason); |
Narumol Prangnawarat | 94dd5d8 | 2019-01-23 18:06:26 +0000 | [diff] [blame] | 329 | break; |
| 330 | } |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 331 | case LayerType::ElementwiseUnary: |
| 332 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 333 | auto cLayer = PolymorphicDowncast<const ElementwiseUnaryLayer*>(&layer); |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 334 | |
| 335 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 336 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 337 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 338 | result = layerSupportObject.IsElementwiseUnarySupported(OverrideDataType(input, dataType), |
| 339 | OverrideDataType(output, dataType), |
| 340 | cLayer->GetParameters(), |
| 341 | reason); |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 342 | break; |
| 343 | } |
Ryan OShea | ec6c680 | 2020-06-05 17:17:06 +0100 | [diff] [blame] | 344 | case LayerType::Fill: |
| 345 | { |
| 346 | auto cLayer = PolymorphicDowncast<const FillLayer*>(&layer); |
| 347 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 348 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 349 | const FillDescriptor& descriptor = cLayer->GetParameters(); |
| 350 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 351 | result = layerSupportObject.IsFillSupported( |
Ryan OShea | ec6c680 | 2020-06-05 17:17:06 +0100 | [diff] [blame] | 352 | OverrideDataType(input, dataType), |
| 353 | OverrideDataType(output, dataType), |
| 354 | descriptor, |
| 355 | reason); |
| 356 | break; |
| 357 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 358 | case LayerType::FakeQuantization: |
| 359 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 360 | auto cLayer = PolymorphicDowncast<const FakeQuantizationLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 361 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 362 | result = layerSupportObject.IsFakeQuantizationSupported(OverrideDataType(input, dataType), |
| 363 | cLayer->GetParameters(), |
| 364 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 365 | break; |
| 366 | } |
| 367 | case LayerType::Floor: |
| 368 | { |
| 369 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 370 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 371 | result = layerSupportObject.IsFloorSupported(OverrideDataType(input, dataType), |
| 372 | OverrideDataType(output, dataType), |
| 373 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 374 | break; |
| 375 | } |
| 376 | case LayerType::FullyConnected: |
| 377 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 378 | auto cLayer = PolymorphicDowncast<const FullyConnectedLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 379 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 380 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 381 | |
| 382 | const FullyConnectedDescriptor& descriptor = cLayer->GetParameters(); |
| 383 | TensorInfo weightsInfo; |
| 384 | const TensorInfo* weightsInfoPtr = nullptr; |
| 385 | |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 386 | weightsInfo = OverrideDataType(layer.GetInputSlot(1).GetConnection()->GetTensorInfo(), dataType); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 387 | weightsInfoPtr = &weightsInfo; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 388 | |
| 389 | TensorInfo biasInfo; |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 390 | const TensorInfo* biasInfoPtr = nullptr; |
Narumol Prangnawarat | 44179c3 | 2020-03-11 14:51:27 +0000 | [diff] [blame] | 391 | static const TensorInfo dummyBFloat16Bias(TensorShape({1,1,1,1}), DataType::BFloat16); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 392 | static const TensorInfo dummyFloat16Bias(TensorShape({1,1,1,1}), DataType::Float16); |
| 393 | static const TensorInfo dummyFloat32Bias(TensorShape({1,1,1,1}), DataType::Float32); |
| 394 | static const TensorInfo dummyQA8Bias(TensorShape({1,1,1,1}), DataType::Signed32); |
| 395 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 396 | if (descriptor.m_BiasEnabled) |
| 397 | { |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 398 | biasInfo = OverrideDataType(layer.GetInputSlot(2).GetConnection()->GetTensorInfo(), dataType); |
| 399 | biasInfoPtr = &biasInfo; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 400 | } |
| 401 | else |
| 402 | { |
| 403 | // If biases are not enabled pass a dummy tensorinfo for the validation |
| 404 | switch(input.GetDataType()) |
| 405 | { |
Narumol Prangnawarat | 44179c3 | 2020-03-11 14:51:27 +0000 | [diff] [blame] | 406 | case DataType::BFloat16: |
| 407 | { |
| 408 | biasInfoPtr = &dummyBFloat16Bias; |
| 409 | break; |
| 410 | } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 411 | case DataType::Float16: |
| 412 | { |
| 413 | biasInfoPtr = &dummyFloat16Bias; |
| 414 | break; |
| 415 | } |
| 416 | case DataType::Float32: |
| 417 | { |
| 418 | biasInfoPtr = &dummyFloat32Bias; |
| 419 | break; |
| 420 | } |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 421 | case DataType::QAsymmU8: |
Keith Davis | a856501 | 2020-02-14 12:22:40 +0000 | [diff] [blame] | 422 | case DataType::QAsymmS8: |
Keith Davis | 9d0ff74 | 2020-02-03 14:47:54 +0000 | [diff] [blame] | 423 | case DataType::QSymmS8: |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 424 | case DataType::QSymmS16: |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 425 | { |
| 426 | biasInfoPtr = &dummyQA8Bias; |
| 427 | break; |
| 428 | } |
| 429 | default: |
| 430 | { |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 431 | ARMNN_ASSERT_MSG(false, "Unexpected bias type"); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 432 | } |
| 433 | } |
| 434 | } |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 435 | result = layerSupportObject.IsFullyConnectedSupported( |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 436 | OverrideDataType(input, dataType), |
| 437 | OverrideDataType(output, dataType), |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 438 | *weightsInfoPtr, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 439 | *biasInfoPtr, |
| 440 | descriptor, |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 441 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 442 | break; |
| 443 | } |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 444 | case LayerType::Gather: |
| 445 | { |
| 446 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 447 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 448 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Teresa Charlin | 5266473 | 2020-06-29 16:27:03 +0100 | [diff] [blame] | 449 | auto cLayer = PolymorphicDowncast<const GatherLayer*>(&layer); |
| 450 | const GatherDescriptor& descriptor = cLayer->GetParameters(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 451 | result = layerSupportObject.IsGatherSupported(OverrideDataType(input0, dataType), |
| 452 | input1, |
| 453 | OverrideDataType(output, dataType), |
| 454 | descriptor, |
| 455 | reason); |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 456 | break; |
| 457 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 458 | case LayerType::Input: |
| 459 | { |
| 460 | const TensorInfo& input = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 461 | result = layerSupportObject.IsInputSupported(OverrideDataType(input, dataType), reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 462 | break; |
| 463 | } |
Kevin May | ce5045a | 2019-10-02 14:07:47 +0100 | [diff] [blame] | 464 | case LayerType::InstanceNormalization: |
| 465 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 466 | auto cLayer = PolymorphicDowncast<const InstanceNormalizationLayer*>(&layer); |
Kevin May | ce5045a | 2019-10-02 14:07:47 +0100 | [diff] [blame] | 467 | const InstanceNormalizationDescriptor& descriptor = cLayer->GetParameters(); |
| 468 | |
| 469 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 470 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 471 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 472 | result = layerSupportObject.IsInstanceNormalizationSupported( |
Kevin May | ce5045a | 2019-10-02 14:07:47 +0100 | [diff] [blame] | 473 | OverrideDataType(input, dataType), |
| 474 | OverrideDataType(output, dataType), |
| 475 | descriptor, |
| 476 | reason); |
| 477 | break; |
| 478 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 479 | case LayerType::L2Normalization: |
| 480 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 481 | auto cLayer = PolymorphicDowncast<const L2NormalizationLayer*>(&layer); |
Matteo Martincigh | bcd3c85 | 2018-09-28 14:14:12 +0100 | [diff] [blame] | 482 | const L2NormalizationDescriptor& descriptor = cLayer->GetParameters(); |
| 483 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 484 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 485 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Matteo Martincigh | bcd3c85 | 2018-09-28 14:14:12 +0100 | [diff] [blame] | 486 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 487 | result = layerSupportObject.IsL2NormalizationSupported( |
Matteo Martincigh | bcd3c85 | 2018-09-28 14:14:12 +0100 | [diff] [blame] | 488 | OverrideDataType(input, dataType), |
| 489 | OverrideDataType(output, dataType), |
| 490 | descriptor, |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 491 | reason); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 492 | break; |
| 493 | } |
James Conroy | aba90cd | 2020-11-06 16:28:18 +0000 | [diff] [blame] | 494 | case LayerType::LogicalBinary: |
| 495 | { |
| 496 | auto cLayer = PolymorphicDowncast<const LogicalBinaryLayer*>(&layer); |
| 497 | |
| 498 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 499 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 500 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 501 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 502 | result = layerSupportObject.IsLogicalBinarySupported(input0, |
| 503 | input1, |
| 504 | output, |
| 505 | cLayer->GetParameters(), |
| 506 | reason); |
James Conroy | aba90cd | 2020-11-06 16:28:18 +0000 | [diff] [blame] | 507 | break; |
| 508 | } |
Aron Virginas-Tar | f982dea | 2019-10-11 14:07:53 +0100 | [diff] [blame] | 509 | case LayerType::LogSoftmax: |
| 510 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 511 | auto cLayer = PolymorphicDowncast<const LogSoftmaxLayer*>(&layer); |
Aron Virginas-Tar | f982dea | 2019-10-11 14:07:53 +0100 | [diff] [blame] | 512 | |
| 513 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 514 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 515 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 516 | result = layerSupportObject.IsLogSoftmaxSupported(OverrideDataType(input, dataType), |
| 517 | OverrideDataType(output, dataType), |
| 518 | cLayer->GetParameters(), |
| 519 | reason); |
Aron Virginas-Tar | f982dea | 2019-10-11 14:07:53 +0100 | [diff] [blame] | 520 | break; |
| 521 | } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 522 | case LayerType::Lstm: |
| 523 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 524 | auto cLayer = PolymorphicDowncast<const LstmLayer*>(&layer); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 525 | const LstmDescriptor& descriptor = cLayer->GetParameters(); |
| 526 | |
| 527 | // All inputs. |
| 528 | const TensorInfo& input = OverrideDataType(layer.GetInputSlot(0).GetConnection()->GetTensorInfo(), |
| 529 | dataType); |
| 530 | const TensorInfo& outputStateIn = OverrideDataType(layer.GetInputSlot(1).GetConnection()->GetTensorInfo(), |
| 531 | dataType); |
| 532 | const TensorInfo& cellStateIn = OverrideDataType(layer.GetInputSlot(2).GetConnection()->GetTensorInfo(), |
| 533 | dataType); |
| 534 | // All outputs |
| 535 | const TensorInfo& scratchBuffer = OverrideDataType(layer.GetOutputSlot(0).GetTensorInfo(), dataType); |
| 536 | const TensorInfo& outputStateOut = OverrideDataType(layer.GetOutputSlot(1).GetTensorInfo(), dataType); |
| 537 | const TensorInfo& cellStateOut = OverrideDataType(layer.GetOutputSlot(2).GetTensorInfo(), dataType); |
| 538 | const TensorInfo& output = OverrideDataType(layer.GetOutputSlot(3).GetTensorInfo(), dataType); |
| 539 | |
| 540 | // Basic parameters |
| 541 | const TensorInfo& inputToForgetWeights |
| 542 | = OverrideDataType(cLayer->m_BasicParameters.m_InputToForgetWeights->GetTensorInfo(), dataType); |
| 543 | const TensorInfo& inputToCellWeights |
| 544 | = OverrideDataType(cLayer->m_BasicParameters.m_InputToCellWeights->GetTensorInfo(), dataType); |
| 545 | const TensorInfo& inputToOutputWeights |
| 546 | = OverrideDataType(cLayer->m_BasicParameters.m_InputToOutputWeights->GetTensorInfo(), dataType); |
| 547 | const TensorInfo& recurrentToForgetWeights |
| 548 | = OverrideDataType(cLayer->m_BasicParameters.m_RecurrentToForgetWeights->GetTensorInfo(), dataType); |
| 549 | const TensorInfo& recurrentToCellWeights |
| 550 | = OverrideDataType(cLayer->m_BasicParameters.m_RecurrentToCellWeights->GetTensorInfo(), dataType); |
| 551 | const TensorInfo& recurrentToOutputWeights |
| 552 | = OverrideDataType(cLayer->m_BasicParameters.m_RecurrentToOutputWeights->GetTensorInfo(), dataType); |
| 553 | const TensorInfo& forgetGateBias |
| 554 | = OverrideDataType(cLayer->m_BasicParameters.m_ForgetGateBias->GetTensorInfo(), dataType); |
| 555 | const TensorInfo& cellBias |
| 556 | = OverrideDataType(cLayer->m_BasicParameters.m_CellBias->GetTensorInfo(), dataType); |
| 557 | const TensorInfo& outputGateBias |
| 558 | = OverrideDataType(cLayer->m_BasicParameters.m_OutputGateBias->GetTensorInfo(), dataType); |
| 559 | |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 560 | LstmInputParamsInfo paramsInfo; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 561 | |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 562 | paramsInfo.m_InputToForgetWeights = &inputToForgetWeights; |
| 563 | paramsInfo.m_InputToCellWeights = &inputToCellWeights; |
| 564 | paramsInfo.m_InputToOutputWeights = &inputToOutputWeights; |
| 565 | paramsInfo.m_RecurrentToForgetWeights = &recurrentToForgetWeights; |
| 566 | paramsInfo.m_RecurrentToCellWeights = &recurrentToCellWeights; |
| 567 | paramsInfo.m_RecurrentToOutputWeights = &recurrentToOutputWeights; |
| 568 | paramsInfo.m_ForgetGateBias = &forgetGateBias; |
| 569 | paramsInfo.m_CellBias = &cellBias; |
| 570 | paramsInfo.m_OutputGateBias = &outputGateBias; |
| 571 | |
| 572 | |
| 573 | // Optional parameters |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 574 | TensorInfo optInputToInputWeights; |
| 575 | TensorInfo optRecurrentToInputWeights; |
| 576 | TensorInfo optCellToInputWeights; |
| 577 | TensorInfo optInputGateBias; |
| 578 | TensorInfo optProjectionWeights; |
| 579 | TensorInfo optProjectionBias; |
| 580 | TensorInfo optCellToForgetWeights; |
| 581 | TensorInfo optCellToOutputWeights; |
Jan Eilers | 38e05bd | 2019-06-26 13:10:09 +0100 | [diff] [blame] | 582 | TensorInfo optInputLayerNormWeights; |
| 583 | TensorInfo optForgetLayerNormWeights; |
| 584 | TensorInfo optCellLayerNormWeights; |
| 585 | TensorInfo optOutputLayerNormWeights; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 586 | |
| 587 | if(!descriptor.m_CifgEnabled) |
| 588 | { |
| 589 | optInputToInputWeights = |
| 590 | OverrideDataType(cLayer->m_CifgParameters.m_InputToInputWeights->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 591 | paramsInfo.m_InputToInputWeights = &optInputToInputWeights; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 592 | |
| 593 | optRecurrentToInputWeights = |
| 594 | OverrideDataType(cLayer->m_CifgParameters.m_RecurrentToInputWeights->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 595 | paramsInfo.m_RecurrentToInputWeights = &optRecurrentToInputWeights; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 596 | optInputGateBias = |
| 597 | OverrideDataType(cLayer->m_CifgParameters.m_InputGateBias->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 598 | paramsInfo.m_InputGateBias = &optInputGateBias; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 599 | } |
| 600 | |
| 601 | if(descriptor.m_ProjectionEnabled) |
| 602 | { |
| 603 | optProjectionWeights = |
| 604 | OverrideDataType(cLayer->m_ProjectionParameters.m_ProjectionWeights->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 605 | paramsInfo.m_ProjectionWeights = &optProjectionWeights; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 606 | if (cLayer->m_ProjectionParameters.m_ProjectionBias != nullptr) |
| 607 | { |
| 608 | optProjectionBias = |
| 609 | OverrideDataType(cLayer->m_ProjectionParameters.m_ProjectionBias->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 610 | paramsInfo.m_ProjectionBias = &optProjectionBias; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 611 | } |
| 612 | } |
| 613 | |
| 614 | if(descriptor.m_PeepholeEnabled) |
| 615 | { |
Jan Eilers | e2062cd | 2020-03-30 15:07:45 +0100 | [diff] [blame] | 616 | if(!descriptor.m_CifgEnabled) |
| 617 | { |
| 618 | optCellToInputWeights = |
| 619 | OverrideDataType(cLayer->m_PeepholeParameters.m_CellToInputWeights->GetTensorInfo(), |
| 620 | dataType); |
| 621 | paramsInfo.m_CellToInputWeights = &optCellToInputWeights; |
| 622 | } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 623 | optCellToForgetWeights = |
| 624 | OverrideDataType(cLayer->m_PeepholeParameters.m_CellToForgetWeights->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 625 | paramsInfo.m_CellToForgetWeights = &optCellToForgetWeights; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 626 | optCellToOutputWeights = |
| 627 | OverrideDataType(cLayer->m_PeepholeParameters.m_CellToOutputWeights->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 628 | paramsInfo.m_CellToOutputWeights = &optCellToOutputWeights; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 629 | } |
| 630 | |
Jan Eilers | 38e05bd | 2019-06-26 13:10:09 +0100 | [diff] [blame] | 631 | if(descriptor.m_LayerNormEnabled) |
| 632 | { |
Ferran Balaguer | e30c16e | 2019-07-24 17:03:45 +0100 | [diff] [blame] | 633 | if (!descriptor.m_CifgEnabled) |
| 634 | { |
| 635 | optInputLayerNormWeights = OverrideDataType( |
| 636 | cLayer->m_LayerNormParameters.m_InputLayerNormWeights->GetTensorInfo(), dataType); |
| 637 | paramsInfo.m_InputLayerNormWeights = &optInputLayerNormWeights; |
| 638 | } |
Jan Eilers | 38e05bd | 2019-06-26 13:10:09 +0100 | [diff] [blame] | 639 | |
| 640 | optForgetLayerNormWeights = OverrideDataType( |
| 641 | cLayer->m_LayerNormParameters.m_ForgetLayerNormWeights->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 642 | paramsInfo.m_ForgetLayerNormWeights = &optForgetLayerNormWeights; |
Jan Eilers | 38e05bd | 2019-06-26 13:10:09 +0100 | [diff] [blame] | 643 | |
| 644 | optCellLayerNormWeights = OverrideDataType( |
| 645 | cLayer->m_LayerNormParameters.m_CellLayerNormWeights->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 646 | paramsInfo.m_CellLayerNormWeights = &optCellLayerNormWeights; |
Jan Eilers | 38e05bd | 2019-06-26 13:10:09 +0100 | [diff] [blame] | 647 | |
| 648 | optOutputLayerNormWeights = OverrideDataType( |
| 649 | cLayer->m_LayerNormParameters.m_OutputLayerNormWeights->GetTensorInfo(), dataType); |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 650 | paramsInfo.m_OutputLayerNormWeights = &optOutputLayerNormWeights; |
Jan Eilers | 38e05bd | 2019-06-26 13:10:09 +0100 | [diff] [blame] | 651 | } |
| 652 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 653 | result = layerSupportObject.IsLstmSupported( |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 654 | input, |
| 655 | outputStateIn, |
| 656 | cellStateIn, |
| 657 | scratchBuffer, |
| 658 | outputStateOut, |
| 659 | cellStateOut, |
| 660 | output, |
| 661 | descriptor, |
Jan Eilers | d01a83c | 2019-07-03 18:20:40 +0100 | [diff] [blame] | 662 | paramsInfo, |
| 663 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 664 | break; |
| 665 | } |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 666 | case LayerType::Maximum: |
| 667 | { |
| 668 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 669 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 670 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 671 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 672 | result = layerSupportObject.IsMaximumSupported(OverrideDataType(input0, dataType), |
| 673 | OverrideDataType(input1, dataType), |
| 674 | OverrideDataType(output, dataType), |
| 675 | reason); |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 676 | break; |
| 677 | } |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 678 | case LayerType::MemCopy: |
| 679 | { |
| 680 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 681 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Matteo Martincigh | 992d6dc | 2019-01-10 17:34:20 +0000 | [diff] [blame] | 682 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 683 | result = layerSupportObject.IsMemCopySupported(OverrideDataType(input, dataType), |
| 684 | OverrideDataType(output, dataType), |
| 685 | reason); |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 686 | break; |
| 687 | } |
Derek Lamberti | f674aa0 | 2019-08-01 15:56:25 +0100 | [diff] [blame] | 688 | case LayerType::MemImport: |
| 689 | { |
| 690 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 691 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 692 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 693 | result = layerSupportObject.IsMemImportSupported(OverrideDataType(input, dataType), |
| 694 | OverrideDataType(output, dataType), |
| 695 | reason); |
Derek Lamberti | f674aa0 | 2019-08-01 15:56:25 +0100 | [diff] [blame] | 696 | break; |
| 697 | } |
Nattapat Chaimanowong | 1f88630 | 2019-04-05 13:37:19 +0100 | [diff] [blame] | 698 | case LayerType::Merge: |
| 699 | { |
| 700 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 701 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 702 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 703 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 704 | result = layerSupportObject.IsMergeSupported(OverrideDataType(input0, dataType), |
| 705 | OverrideDataType(input1, dataType), |
| 706 | OverrideDataType(output, dataType), |
| 707 | reason); |
Nattapat Chaimanowong | 1f88630 | 2019-04-05 13:37:19 +0100 | [diff] [blame] | 708 | break; |
| 709 | } |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 710 | case LayerType::Concat: |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 711 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 712 | auto cLayer = PolymorphicDowncast<const ConcatLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 713 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 714 | // Get vector of all inputs. |
| 715 | auto getTensorInfo = [&dataType](const InputSlot& slot) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 716 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 717 | return OverrideDataType(slot.GetConnectedOutputSlot()->GetTensorInfo(), dataType); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 718 | }; |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 719 | |
| 720 | auto beginI = MakeTransformIterator(layer.GetInputSlots().begin(), getTensorInfo); |
| 721 | auto endI = MakeTransformIterator(layer.GetInputSlots().end(), getTensorInfo); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 722 | std::vector<TensorInfo> inputs(beginI, endI); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 723 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 724 | auto getTensorInfoPtr = [](const TensorInfo& info) |
| 725 | { |
| 726 | return &info; |
| 727 | }; |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 728 | |
| 729 | auto beginPtr = MakeTransformIterator(inputs.begin(), getTensorInfoPtr); |
| 730 | auto endPtr = MakeTransformIterator(inputs.end(), getTensorInfoPtr); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 731 | std::vector<const TensorInfo*> inputPtrs(beginPtr, endPtr); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 732 | |
Nikhil Raj | 8599a41 | 2018-11-19 14:51:07 +0000 | [diff] [blame] | 733 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 734 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 735 | result = layerSupportObject.IsConcatSupported(inputPtrs, output, cLayer->GetParameters(), reason); |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 736 | |
| 737 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 738 | break; |
| 739 | } |
| 740 | case LayerType::Multiplication: |
| 741 | { |
| 742 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 743 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 744 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 745 | result = layerSupportObject.IsMultiplicationSupported( |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 746 | OverrideDataType(input0, dataType), |
| 747 | OverrideDataType(input1, dataType), |
| 748 | OverrideDataType(output, dataType), |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 749 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 750 | break; |
| 751 | } |
| 752 | case LayerType::Normalization: |
| 753 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 754 | auto cLayer = PolymorphicDowncast<const NormalizationLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 755 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 756 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 757 | result = layerSupportObject.IsNormalizationSupported(OverrideDataType(input, dataType), |
| 758 | OverrideDataType(output, dataType), |
| 759 | cLayer->GetParameters(), |
| 760 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 761 | break; |
| 762 | } |
| 763 | case LayerType::Output: |
| 764 | { |
| 765 | const TensorInfo& output = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 766 | result = layerSupportObject.IsOutputSupported(OverrideDataType(output, dataType), reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 767 | break; |
| 768 | } |
| 769 | case LayerType::Permute: |
| 770 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 771 | auto cLayer = PolymorphicDowncast<const PermuteLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 772 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 773 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 774 | result = layerSupportObject.IsPermuteSupported(OverrideDataType(input, dataType), |
| 775 | OverrideDataType(output, dataType), |
| 776 | cLayer->GetParameters(), |
| 777 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 778 | break; |
| 779 | } |
Mohamed Nour Abouelseoud | 5662c20 | 2018-09-24 13:30:09 +0100 | [diff] [blame] | 780 | case LayerType::Pad: |
| 781 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 782 | auto cLayer = PolymorphicDowncast<const PadLayer*>(&layer); |
Mohamed Nour Abouelseoud | 5662c20 | 2018-09-24 13:30:09 +0100 | [diff] [blame] | 783 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 784 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 785 | result = layerSupportObject.IsPadSupported( |
Mohamed Nour Abouelseoud | 5662c20 | 2018-09-24 13:30:09 +0100 | [diff] [blame] | 786 | OverrideDataType(input, dataType), |
| 787 | OverrideDataType(output, dataType), |
| 788 | cLayer->GetParameters(), |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 789 | reason); |
Mohamed Nour Abouelseoud | 5662c20 | 2018-09-24 13:30:09 +0100 | [diff] [blame] | 790 | break; |
| 791 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 792 | case LayerType::Pooling2d: |
| 793 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 794 | auto cLayer = PolymorphicDowncast<const Pooling2dLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 795 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 796 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 797 | result = layerSupportObject.IsPooling2dSupported(OverrideDataType(input, dataType), |
| 798 | OverrideDataType(output, dataType), |
| 799 | cLayer->GetParameters(), |
| 800 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 801 | break; |
| 802 | } |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 803 | case LayerType::PreCompiled: |
| 804 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 805 | auto cLayer = PolymorphicDowncast<const PreCompiledLayer*>(&layer); |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 806 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 807 | result = layerSupportObject.IsPreCompiledSupported(OverrideDataType(input, dataType), |
| 808 | cLayer->GetParameters(), |
| 809 | reason); |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 810 | break; |
| 811 | } |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 812 | case LayerType::Quantize: |
| 813 | { |
| 814 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 815 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 816 | result = layerSupportObject.IsQuantizeSupported(input, output, reason); |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 817 | break; |
| 818 | } |
James Conroy | 586a9aa | 2020-03-20 08:49:33 +0000 | [diff] [blame] | 819 | case LayerType::QLstm: |
| 820 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 821 | auto cLayer = PolymorphicDowncast<const QLstmLayer*>(&layer); |
James Conroy | 586a9aa | 2020-03-20 08:49:33 +0000 | [diff] [blame] | 822 | const QLstmDescriptor& descriptor = cLayer->GetParameters(); |
| 823 | |
| 824 | // Inputs |
| 825 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 826 | const TensorInfo& previousOutputIn = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 827 | const TensorInfo& previousCellStateIn = layer.GetInputSlot(2).GetConnection()->GetTensorInfo(); |
| 828 | |
| 829 | // Outputs |
| 830 | const TensorInfo& outputStateOut = layer.GetOutputSlot(0).GetTensorInfo(); |
| 831 | const TensorInfo& cellStateOut = layer.GetOutputSlot(1).GetTensorInfo(); |
| 832 | const TensorInfo& output = layer.GetOutputSlot(2).GetTensorInfo(); |
| 833 | |
| 834 | // Lstm parameters |
| 835 | LstmInputParamsInfo paramsInfo; |
| 836 | |
| 837 | // Basic parameters |
Matthew Bentham | 6f24b1a | 2021-06-29 15:18:32 +0100 | [diff] [blame] | 838 | ARMNN_ASSERT(cLayer->m_BasicParameters.m_InputToForgetWeights.get() != nullptr); |
| 839 | ARMNN_ASSERT(cLayer->m_BasicParameters.m_InputToCellWeights.get() != nullptr); |
| 840 | ARMNN_ASSERT(cLayer->m_BasicParameters.m_InputToOutputWeights.get() != nullptr); |
James Conroy | 586a9aa | 2020-03-20 08:49:33 +0000 | [diff] [blame] | 841 | paramsInfo.m_InputToForgetWeights = &cLayer->m_BasicParameters.m_InputToForgetWeights->GetTensorInfo(); |
| 842 | paramsInfo.m_InputToCellWeights = &cLayer->m_BasicParameters.m_InputToCellWeights->GetTensorInfo(); |
| 843 | paramsInfo.m_InputToOutputWeights = &cLayer->m_BasicParameters.m_InputToOutputWeights->GetTensorInfo(); |
| 844 | |
| 845 | paramsInfo.m_RecurrentToForgetWeights = |
| 846 | &cLayer->m_BasicParameters.m_RecurrentToForgetWeights->GetTensorInfo(); |
| 847 | paramsInfo.m_RecurrentToCellWeights = |
| 848 | &cLayer->m_BasicParameters.m_RecurrentToCellWeights->GetTensorInfo(); |
| 849 | paramsInfo.m_RecurrentToOutputWeights = |
| 850 | &cLayer->m_BasicParameters.m_RecurrentToOutputWeights->GetTensorInfo(); |
| 851 | |
| 852 | paramsInfo.m_ForgetGateBias = &cLayer->m_BasicParameters.m_ForgetGateBias->GetTensorInfo(); |
| 853 | paramsInfo.m_CellBias = &cLayer->m_BasicParameters.m_CellBias->GetTensorInfo(); |
| 854 | paramsInfo.m_OutputGateBias = &cLayer->m_BasicParameters.m_OutputGateBias->GetTensorInfo(); |
| 855 | |
| 856 | if(!descriptor.m_CifgEnabled) |
| 857 | { |
| 858 | paramsInfo.m_InputToInputWeights = &cLayer->m_CifgParameters.m_InputToInputWeights->GetTensorInfo(); |
| 859 | paramsInfo.m_RecurrentToInputWeights = |
| 860 | &cLayer->m_CifgParameters.m_RecurrentToInputWeights->GetTensorInfo(); |
| 861 | paramsInfo.m_InputGateBias = &cLayer->m_CifgParameters.m_InputGateBias->GetTensorInfo(); |
| 862 | } |
| 863 | |
| 864 | if(descriptor.m_ProjectionEnabled) |
| 865 | { |
| 866 | paramsInfo.m_ProjectionWeights = &cLayer->m_ProjectionParameters.m_ProjectionWeights->GetTensorInfo(); |
James Conroy | ed32405 | 2020-05-18 15:16:42 +0100 | [diff] [blame] | 867 | |
| 868 | // Projection bias is optional even if projection is enabled |
| 869 | if (cLayer->m_ProjectionParameters.m_ProjectionBias != nullptr) |
| 870 | { |
| 871 | paramsInfo.m_ProjectionBias = &cLayer->m_ProjectionParameters.m_ProjectionBias->GetTensorInfo(); |
| 872 | } |
James Conroy | 586a9aa | 2020-03-20 08:49:33 +0000 | [diff] [blame] | 873 | } |
| 874 | |
| 875 | if(descriptor.m_PeepholeEnabled) |
| 876 | { |
| 877 | if (!descriptor.m_CifgEnabled) |
| 878 | { |
| 879 | paramsInfo.m_CellToInputWeights = |
| 880 | &cLayer->m_PeepholeParameters.m_CellToInputWeights->GetTensorInfo(); |
| 881 | } |
| 882 | |
| 883 | paramsInfo.m_CellToForgetWeights = |
| 884 | &cLayer->m_PeepholeParameters.m_CellToForgetWeights->GetTensorInfo(); |
| 885 | paramsInfo.m_CellToOutputWeights = &cLayer->m_PeepholeParameters.m_CellToOutputWeights->GetTensorInfo(); |
| 886 | } |
| 887 | |
| 888 | if(descriptor.m_LayerNormEnabled) |
| 889 | { |
| 890 | if (!descriptor.m_CifgEnabled) |
| 891 | { |
| 892 | paramsInfo.m_InputLayerNormWeights = |
| 893 | &cLayer->m_LayerNormParameters.m_InputLayerNormWeights->GetTensorInfo(); |
| 894 | } |
| 895 | |
| 896 | paramsInfo.m_ForgetLayerNormWeights = |
| 897 | &cLayer->m_LayerNormParameters.m_ForgetLayerNormWeights->GetTensorInfo(); |
| 898 | paramsInfo.m_CellLayerNormWeights = |
| 899 | &cLayer->m_LayerNormParameters.m_CellLayerNormWeights->GetTensorInfo(); |
| 900 | paramsInfo.m_OutputLayerNormWeights = |
| 901 | &cLayer->m_LayerNormParameters.m_OutputLayerNormWeights->GetTensorInfo(); |
| 902 | } |
| 903 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 904 | result = layerSupportObject.IsQLstmSupported(input, |
| 905 | previousOutputIn, |
| 906 | previousCellStateIn, |
| 907 | outputStateOut, |
| 908 | cellStateOut, |
| 909 | output, |
| 910 | descriptor, |
| 911 | paramsInfo, |
| 912 | reason); |
James Conroy | 586a9aa | 2020-03-20 08:49:33 +0000 | [diff] [blame] | 913 | break; |
| 914 | } |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 915 | case LayerType::QuantizedLstm: |
| 916 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 917 | auto cLayer = PolymorphicDowncast<const QuantizedLstmLayer*>(&layer); |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 918 | |
| 919 | // Inputs |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 920 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 921 | const TensorInfo& previousCellStateIn = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 922 | const TensorInfo& previousOutputIn = layer.GetInputSlot(2).GetConnection()->GetTensorInfo(); |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 923 | |
| 924 | // Outputs |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 925 | const TensorInfo& cellStateOut = layer.GetOutputSlot(0).GetTensorInfo(); |
| 926 | const TensorInfo& output = layer.GetOutputSlot(1).GetTensorInfo(); |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 927 | |
| 928 | // QuantizedLstm parameters |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 929 | QuantizedLstmInputParamsInfo paramsInfo; |
| 930 | |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 931 | paramsInfo.m_InputToInputWeights = |
| 932 | &cLayer->m_QuantizedLstmParameters.m_InputToInputWeights->GetTensorInfo(); |
| 933 | paramsInfo.m_InputToForgetWeights = |
| 934 | &cLayer->m_QuantizedLstmParameters.m_InputToForgetWeights->GetTensorInfo(); |
| 935 | paramsInfo.m_InputToCellWeights = |
| 936 | &cLayer->m_QuantizedLstmParameters.m_InputToCellWeights->GetTensorInfo(); |
| 937 | paramsInfo.m_InputToOutputWeights = |
| 938 | &cLayer->m_QuantizedLstmParameters.m_InputToOutputWeights->GetTensorInfo(); |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 939 | |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 940 | paramsInfo.m_RecurrentToInputWeights = |
| 941 | &cLayer->m_QuantizedLstmParameters.m_RecurrentToInputWeights->GetTensorInfo(); |
| 942 | paramsInfo.m_RecurrentToForgetWeights = |
| 943 | &cLayer->m_QuantizedLstmParameters.m_RecurrentToForgetWeights->GetTensorInfo(); |
| 944 | paramsInfo.m_RecurrentToCellWeights = |
| 945 | &cLayer->m_QuantizedLstmParameters.m_RecurrentToCellWeights->GetTensorInfo(); |
| 946 | paramsInfo.m_RecurrentToOutputWeights = |
| 947 | &cLayer->m_QuantizedLstmParameters.m_RecurrentToOutputWeights->GetTensorInfo(); |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 948 | |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 949 | paramsInfo.m_InputGateBias = |
| 950 | &cLayer->m_QuantizedLstmParameters.m_InputGateBias->GetTensorInfo(); |
| 951 | paramsInfo.m_ForgetGateBias = |
| 952 | &cLayer->m_QuantizedLstmParameters.m_ForgetGateBias->GetTensorInfo(); |
| 953 | paramsInfo.m_CellBias = |
| 954 | &cLayer->m_QuantizedLstmParameters.m_CellBias->GetTensorInfo(); |
| 955 | paramsInfo.m_OutputGateBias = |
| 956 | &cLayer->m_QuantizedLstmParameters.m_OutputGateBias->GetTensorInfo();; |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 957 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 958 | result = layerSupportObject.IsQuantizedLstmSupported(input, |
| 959 | previousCellStateIn, |
| 960 | previousOutputIn, |
| 961 | cellStateOut, |
| 962 | output, |
| 963 | paramsInfo, |
| 964 | reason); |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 965 | break; |
| 966 | } |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 967 | case LayerType::Division: |
| 968 | { |
| 969 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 970 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 971 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 972 | result = layerSupportObject.IsDivisionSupported( |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 973 | OverrideDataType(input0, dataType), |
| 974 | OverrideDataType(input1, dataType), |
| 975 | OverrideDataType(output, dataType), |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 976 | reason); |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 977 | break; |
| 978 | } |
Finn Williams | 2605b23 | 2020-06-10 15:53:46 +0100 | [diff] [blame] | 979 | case LayerType::Rank: |
| 980 | { |
| 981 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 982 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 983 | result = layerSupportObject.IsRankSupported(OverrideDataType(input, dataType), |
| 984 | OverrideDataType(output, dataType), |
| 985 | reason); |
Finn Williams | 2605b23 | 2020-06-10 15:53:46 +0100 | [diff] [blame] | 986 | break; |
| 987 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 988 | case LayerType::Reshape: |
| 989 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 990 | auto cLayer = PolymorphicDowncast<const ReshapeLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 991 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
Kevin May | a023c40 | 2019-12-12 17:28:05 +0000 | [diff] [blame] | 992 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 993 | result = layerSupportObject.IsReshapeSupported(OverrideDataType(input, dataType), |
| 994 | OverrideDataType(output, dataType), |
| 995 | cLayer->GetParameters(), |
| 996 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 997 | break; |
| 998 | } |
Teresa Charlin | a9075df | 2019-06-27 15:41:57 +0100 | [diff] [blame] | 999 | case LayerType::Resize: |
| 1000 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1001 | auto cLayer = PolymorphicDowncast<const ResizeLayer*>(&layer); |
Aron Virginas-Tar | 169d2f1 | 2019-07-01 19:01:44 +0100 | [diff] [blame] | 1002 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
Teresa Charlin | a9075df | 2019-06-27 15:41:57 +0100 | [diff] [blame] | 1003 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1004 | result = layerSupportObject.IsResizeSupported(OverrideDataType(input, dataType), |
| 1005 | OverrideDataType(output, dataType), |
| 1006 | cLayer->GetParameters(), |
| 1007 | reason); |
Teresa Charlin | a9075df | 2019-06-27 15:41:57 +0100 | [diff] [blame] | 1008 | break; |
| 1009 | } |
Keith Davis | 3ae3f97 | 2021-05-21 16:33:48 +0100 | [diff] [blame] | 1010 | case LayerType::Shape: |
| 1011 | { |
| 1012 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1013 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 1014 | |
| 1015 | result = layerSupportObject.IsShapeSupported(OverrideDataType(input, dataType), |
| 1016 | OverrideDataType(output, dataType), |
| 1017 | reason); |
| 1018 | break; |
| 1019 | } |
Aron Virginas-Tar | 636ab40 | 2019-09-16 14:27:45 +0100 | [diff] [blame] | 1020 | case LayerType::Slice: |
| 1021 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1022 | auto cLayer = PolymorphicDowncast<const SliceLayer*>(&layer); |
Aron Virginas-Tar | 636ab40 | 2019-09-16 14:27:45 +0100 | [diff] [blame] | 1023 | |
| 1024 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1025 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 1026 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1027 | result = layerSupportObject.IsSliceSupported(OverrideDataType(input, dataType), |
| 1028 | OverrideDataType(output, dataType), |
| 1029 | cLayer->GetParameters(), |
| 1030 | reason); |
Aron Virginas-Tar | 636ab40 | 2019-09-16 14:27:45 +0100 | [diff] [blame] | 1031 | break; |
| 1032 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1033 | case LayerType::Softmax: |
| 1034 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1035 | auto cLayer = PolymorphicDowncast<const SoftmaxLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1036 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 1037 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1038 | result = layerSupportObject.IsSoftmaxSupported(OverrideDataType(input, dataType), |
| 1039 | OverrideDataType(output, dataType), |
| 1040 | cLayer->GetParameters(), |
| 1041 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1042 | break; |
| 1043 | } |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 1044 | case LayerType::SpaceToBatchNd: |
| 1045 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1046 | auto cLayer = PolymorphicDowncast<const SpaceToBatchNdLayer*>(&layer); |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 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.IsSpaceToBatchNdSupported(OverrideDataType(input, dataType), |
| 1050 | OverrideDataType(output, dataType), |
| 1051 | cLayer->GetParameters(), |
| 1052 | reason); |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 1053 | break; |
| 1054 | } |
Aron Virginas-Tar | 972af15 | 2019-06-11 14:14:03 +0100 | [diff] [blame] | 1055 | case LayerType::SpaceToDepth: |
| 1056 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1057 | auto cLayer = PolymorphicDowncast<const SpaceToDepthLayer*>(&layer); |
Aron Virginas-Tar | 972af15 | 2019-06-11 14:14:03 +0100 | [diff] [blame] | 1058 | |
| 1059 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1060 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 1061 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1062 | result = layerSupportObject.IsSpaceToDepthSupported(OverrideDataType(input, dataType), |
| 1063 | OverrideDataType(output, dataType), |
| 1064 | cLayer->GetParameters(), |
| 1065 | reason); |
Aron Virginas-Tar | 972af15 | 2019-06-11 14:14:03 +0100 | [diff] [blame] | 1066 | break; |
| 1067 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1068 | case LayerType::Splitter: |
| 1069 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1070 | auto cLayer = PolymorphicDowncast<const SplitterLayer*>(&layer); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1071 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 1072 | |
| 1073 | // Get vector of all outputs. |
| 1074 | auto getTensorInfo = [&dataType](const OutputSlot& slot) |
| 1075 | { |
| 1076 | return OverrideDataType(slot.GetTensorInfo(), dataType); |
| 1077 | }; |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 1078 | auto beginI = MakeTransformIterator(layer.GetOutputSlots().begin(), getTensorInfo); |
| 1079 | auto endI = MakeTransformIterator(layer.GetOutputSlots().end(), getTensorInfo); |
Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 1080 | std::vector<TensorInfo> outputs(beginI, endI); |
| 1081 | |
| 1082 | const std::vector<std::reference_wrapper<TensorInfo>> outputPtrs(outputs.begin(), outputs.end()); |
| 1083 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1084 | result = layerSupportObject.IsSplitterSupported(OverrideDataType(input, dataType), |
| 1085 | outputPtrs, |
| 1086 | cLayer->GetParameters(), |
| 1087 | reason); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1088 | break; |
| 1089 | } |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 1090 | case LayerType::Stack: |
| 1091 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1092 | auto cLayer = PolymorphicDowncast<const StackLayer*>(&layer); |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 1093 | |
| 1094 | // Get vector of all inputs. |
| 1095 | auto getTensorInfo = [&dataType](const InputSlot& slot) |
| 1096 | { |
| 1097 | return OverrideDataType(slot.GetConnectedOutputSlot()->GetTensorInfo(), dataType); |
| 1098 | }; |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 1099 | auto beginI = MakeTransformIterator(layer.GetInputSlots().begin(), getTensorInfo); |
| 1100 | auto endI = MakeTransformIterator(layer.GetInputSlots().end(), getTensorInfo); |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 1101 | std::vector<TensorInfo> inputs(beginI, endI); |
| 1102 | |
| 1103 | auto getTensorInfoPtr = [](const TensorInfo& info) |
| 1104 | { |
| 1105 | return &info; |
| 1106 | }; |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 1107 | auto beginPtr = MakeTransformIterator(inputs.begin(), getTensorInfoPtr); |
| 1108 | auto endPtr = MakeTransformIterator(inputs.end(), getTensorInfoPtr); |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 1109 | std::vector<const TensorInfo*> inputPtrs(beginPtr, endPtr); |
| 1110 | |
| 1111 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 1112 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1113 | result = layerSupportObject.IsStackSupported(inputPtrs, output, cLayer->GetParameters(), reason); |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 1114 | |
| 1115 | break; |
| 1116 | } |
Derek Lamberti | 013c390 | 2019-10-21 10:46:16 +0100 | [diff] [blame] | 1117 | case LayerType::StandIn: |
| 1118 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1119 | auto cLayer = PolymorphicDowncast<const StandInLayer*>(&layer); |
Derek Lamberti | 013c390 | 2019-10-21 10:46:16 +0100 | [diff] [blame] | 1120 | |
| 1121 | // Get vector of all inputs. |
| 1122 | auto getTensorInfoIn = [&dataType](const InputSlot& slot) |
| 1123 | { |
| 1124 | return OverrideDataType(slot.GetConnectedOutputSlot()->GetTensorInfo(), dataType); |
| 1125 | }; |
| 1126 | auto getTensorInfoOut = [&dataType](const OutputSlot& slot) |
| 1127 | { |
| 1128 | return OverrideDataType(slot.GetTensorInfo(), dataType); |
| 1129 | }; |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 1130 | auto beginI = MakeTransformIterator(layer.GetInputSlots().begin(), getTensorInfoIn); |
| 1131 | auto endI = MakeTransformIterator(layer.GetInputSlots().end(), getTensorInfoIn); |
Derek Lamberti | 013c390 | 2019-10-21 10:46:16 +0100 | [diff] [blame] | 1132 | std::vector<TensorInfo> inputs(beginI, endI); |
| 1133 | |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 1134 | auto beginO = MakeTransformIterator(layer.GetOutputSlots().begin(), getTensorInfoOut); |
| 1135 | auto endO = MakeTransformIterator(layer.GetOutputSlots().end(), getTensorInfoOut); |
Derek Lamberti | 013c390 | 2019-10-21 10:46:16 +0100 | [diff] [blame] | 1136 | std::vector<TensorInfo> outputs(beginO, endO); |
| 1137 | |
| 1138 | |
| 1139 | auto getTensorInfoPtr = [](const TensorInfo& info) |
| 1140 | { |
| 1141 | return &info; |
| 1142 | }; |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 1143 | auto beginPtrI = MakeTransformIterator(inputs.begin(), getTensorInfoPtr); |
| 1144 | auto endPtrI = MakeTransformIterator(inputs.end(), getTensorInfoPtr); |
Derek Lamberti | 013c390 | 2019-10-21 10:46:16 +0100 | [diff] [blame] | 1145 | std::vector<const TensorInfo*> inputPtrs(beginPtrI, endPtrI); |
| 1146 | |
Finn Williams | 3e54d03 | 2020-10-22 16:53:35 +0100 | [diff] [blame] | 1147 | auto beginPtrO = MakeTransformIterator(outputs.begin(), getTensorInfoPtr); |
| 1148 | auto endPtrO = MakeTransformIterator(outputs.end(), getTensorInfoPtr); |
Derek Lamberti | 013c390 | 2019-10-21 10:46:16 +0100 | [diff] [blame] | 1149 | std::vector<const TensorInfo*> outputPtrs(beginPtrO, endPtrO); |
| 1150 | |
| 1151 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1152 | result = layerSupportObject.IsStandInSupported(inputPtrs, |
| 1153 | outputPtrs, |
| 1154 | cLayer->GetParameters(), |
| 1155 | reason); |
Derek Lamberti | 013c390 | 2019-10-21 10:46:16 +0100 | [diff] [blame] | 1156 | break; |
| 1157 | } |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 1158 | case LayerType::StridedSlice: |
| 1159 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1160 | auto cLayer = PolymorphicDowncast<const StridedSliceLayer*>(&layer); |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 1161 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1162 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1163 | result = layerSupportObject.IsStridedSliceSupported(OverrideDataType(input, dataType), |
| 1164 | OverrideDataType(output, dataType), |
| 1165 | cLayer->GetParameters(), |
| 1166 | reason); |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 1167 | break; |
| 1168 | } |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 1169 | case LayerType::Subtraction: |
| 1170 | { |
| 1171 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1172 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 1173 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1174 | result = layerSupportObject.IsSubtractionSupported( |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 1175 | OverrideDataType(input0, dataType), |
| 1176 | OverrideDataType(input1, dataType), |
| 1177 | OverrideDataType(output, dataType), |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 1178 | reason); |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 1179 | break; |
| 1180 | } |
Sadik Armagan | eff363d | 2019-04-05 15:25:46 +0100 | [diff] [blame] | 1181 | case LayerType::Switch: |
| 1182 | { |
| 1183 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1184 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 1185 | const TensorInfo& output0 = layer.GetOutputSlot(0).GetTensorInfo(); |
| 1186 | const TensorInfo& output1 = layer.GetOutputSlot(1).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1187 | result = layerSupportObject.IsSwitchSupported(OverrideDataType(input0, dataType), |
| 1188 | OverrideDataType(input1, dataType), |
| 1189 | OverrideDataType(output0, dataType), |
| 1190 | OverrideDataType(output1, dataType), |
| 1191 | reason); |
Sadik Armagan | eff363d | 2019-04-05 15:25:46 +0100 | [diff] [blame] | 1192 | break; |
| 1193 | } |
narpra01 | 32b9046 | 2018-09-13 11:07:48 +0100 | [diff] [blame] | 1194 | case LayerType::Mean: |
| 1195 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1196 | auto cLayer = PolymorphicDowncast<const MeanLayer*>(&layer); |
narpra01 | 32b9046 | 2018-09-13 11:07:48 +0100 | [diff] [blame] | 1197 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1198 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1199 | result = layerSupportObject.IsMeanSupported( |
narpra01 | 32b9046 | 2018-09-13 11:07:48 +0100 | [diff] [blame] | 1200 | OverrideDataType(input, dataType), |
| 1201 | OverrideDataType(output, dataType), |
| 1202 | cLayer->GetParameters(), |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 1203 | reason); |
narpra01 | 32b9046 | 2018-09-13 11:07:48 +0100 | [diff] [blame] | 1204 | break; |
| 1205 | } |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 1206 | case LayerType::Minimum: |
| 1207 | { |
| 1208 | const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1209 | const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 1210 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1211 | result = layerSupportObject.IsMinimumSupported(OverrideDataType(input0, dataType), |
| 1212 | OverrideDataType(input1, dataType), |
| 1213 | OverrideDataType(output, dataType), |
| 1214 | reason); |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 1215 | break; |
| 1216 | } |
Matteo Martincigh | 0e406ee | 2019-06-12 15:42:18 +0100 | [diff] [blame] | 1217 | case LayerType::Prelu: |
| 1218 | { |
| 1219 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1220 | const TensorInfo& alpha = layer.GetInputSlot(1).GetConnection()->GetTensorInfo(); |
| 1221 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1222 | result = layerSupportObject.IsPreluSupported(OverrideDataType(input, dataType), |
| 1223 | OverrideDataType(alpha, dataType), |
| 1224 | OverrideDataType(output, dataType), |
| 1225 | reason); |
Matteo Martincigh | 0e406ee | 2019-06-12 15:42:18 +0100 | [diff] [blame] | 1226 | break; |
| 1227 | } |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 1228 | case LayerType::Transpose: |
| 1229 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1230 | auto cLayer = PolymorphicDowncast<const TransposeLayer*>(&layer); |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 1231 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1232 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1233 | result = layerSupportObject.IsTransposeSupported(OverrideDataType(input, dataType), |
| 1234 | OverrideDataType(output, dataType), |
| 1235 | cLayer->GetParameters(), |
| 1236 | reason); |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 1237 | break; |
| 1238 | } |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 1239 | case LayerType::TransposeConvolution2d: |
| 1240 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1241 | auto cLayer = PolymorphicDowncast<const TransposeConvolution2dLayer*>(&layer); |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 1242 | |
| 1243 | const TensorInfo input = OverrideDataType(layer.GetInputSlot(0).GetConnection()->GetTensorInfo(), |
| 1244 | dataType); |
| 1245 | const TensorInfo output = OverrideDataType(layer.GetOutputSlot(0).GetTensorInfo(), dataType); |
| 1246 | |
| 1247 | const TransposeConvolution2dDescriptor& descriptor = cLayer->GetParameters(); |
| 1248 | |
| 1249 | Optional<TensorInfo> biases; |
| 1250 | if (descriptor.m_BiasEnabled) |
| 1251 | { |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 1252 | ARMNN_ASSERT(cLayer->m_Bias.get() != nullptr); |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 1253 | biases = OverrideDataType(cLayer->m_Bias->GetTensorInfo(), |
| 1254 | GetBiasTypeFromWeightsType(dataType)); |
| 1255 | } |
| 1256 | |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 1257 | ARMNN_ASSERT(cLayer->m_Weight.get() != nullptr); |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 1258 | const TensorInfo weights = OverrideDataType(cLayer->m_Weight->GetTensorInfo(), dataType); |
| 1259 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1260 | result = layerSupportObject.IsTransposeConvolution2dSupported(input, |
| 1261 | output, |
| 1262 | descriptor, |
| 1263 | weights, |
| 1264 | biases, |
| 1265 | reason); |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 1266 | |
| 1267 | break; |
| 1268 | } |
Sadik Armagan | 0c3ea5b | 2021-02-03 09:29:30 +0000 | [diff] [blame] | 1269 | case LayerType::Reduce: |
| 1270 | { |
| 1271 | auto cLayer = PolymorphicDowncast<const ReduceLayer*>(&layer); |
| 1272 | const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); |
| 1273 | const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); |
| 1274 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 1275 | result = layerSupportObject.IsReduceSupported(OverrideDataType(input, dataType), |
| 1276 | OverrideDataType(output, dataType), |
| 1277 | cLayer->GetParameters(), |
| 1278 | reason); |
Sadik Armagan | 0c3ea5b | 2021-02-03 09:29:30 +0000 | [diff] [blame] | 1279 | break; |
| 1280 | } |
Narumol Prangnawarat | 8ed39ae | 2021-07-15 16:16:25 +0100 | [diff] [blame] | 1281 | case LayerType::UnidirectionalSequenceLstm: |
| 1282 | { |
| 1283 | auto cLayer = PolymorphicDowncast<const UnidirectionalSequenceLstmLayer*>(&layer); |
| 1284 | const UnidirectionalSequenceLstmDescriptor& descriptor = cLayer->GetParameters(); |
| 1285 | |
| 1286 | // All inputs. |
| 1287 | const TensorInfo& input = OverrideDataType(layer.GetInputSlot(0).GetConnection()->GetTensorInfo(), |
| 1288 | dataType); |
| 1289 | const TensorInfo& outputStateIn = OverrideDataType(layer.GetInputSlot(1).GetConnection()->GetTensorInfo(), |
| 1290 | dataType); |
| 1291 | const TensorInfo& cellStateIn = OverrideDataType(layer.GetInputSlot(2).GetConnection()->GetTensorInfo(), |
| 1292 | dataType); |
| 1293 | // Outputs |
| 1294 | const TensorInfo& output = OverrideDataType(layer.GetOutputSlot(0).GetTensorInfo(), dataType); |
| 1295 | |
| 1296 | // Basic parameters |
| 1297 | const TensorInfo& inputToForgetWeights |
| 1298 | = OverrideDataType(cLayer->m_BasicParameters.m_InputToForgetWeights->GetTensorInfo(), dataType); |
| 1299 | const TensorInfo& inputToCellWeights |
| 1300 | = OverrideDataType(cLayer->m_BasicParameters.m_InputToCellWeights->GetTensorInfo(), dataType); |
| 1301 | const TensorInfo& inputToOutputWeights |
| 1302 | = OverrideDataType(cLayer->m_BasicParameters.m_InputToOutputWeights->GetTensorInfo(), dataType); |
| 1303 | const TensorInfo& recurrentToForgetWeights |
| 1304 | = OverrideDataType(cLayer->m_BasicParameters.m_RecurrentToForgetWeights->GetTensorInfo(), dataType); |
| 1305 | const TensorInfo& recurrentToCellWeights |
| 1306 | = OverrideDataType(cLayer->m_BasicParameters.m_RecurrentToCellWeights->GetTensorInfo(), dataType); |
| 1307 | const TensorInfo& recurrentToOutputWeights |
| 1308 | = OverrideDataType(cLayer->m_BasicParameters.m_RecurrentToOutputWeights->GetTensorInfo(), dataType); |
| 1309 | const TensorInfo& forgetGateBias |
| 1310 | = OverrideDataType(cLayer->m_BasicParameters.m_ForgetGateBias->GetTensorInfo(), dataType); |
| 1311 | const TensorInfo& cellBias |
| 1312 | = OverrideDataType(cLayer->m_BasicParameters.m_CellBias->GetTensorInfo(), dataType); |
| 1313 | const TensorInfo& outputGateBias |
| 1314 | = OverrideDataType(cLayer->m_BasicParameters.m_OutputGateBias->GetTensorInfo(), dataType); |
| 1315 | |
| 1316 | LstmInputParamsInfo paramsInfo; |
| 1317 | |
| 1318 | paramsInfo.m_InputToForgetWeights = &inputToForgetWeights; |
| 1319 | paramsInfo.m_InputToCellWeights = &inputToCellWeights; |
| 1320 | paramsInfo.m_InputToOutputWeights = &inputToOutputWeights; |
| 1321 | paramsInfo.m_RecurrentToForgetWeights = &recurrentToForgetWeights; |
| 1322 | paramsInfo.m_RecurrentToCellWeights = &recurrentToCellWeights; |
| 1323 | paramsInfo.m_RecurrentToOutputWeights = &recurrentToOutputWeights; |
| 1324 | paramsInfo.m_ForgetGateBias = &forgetGateBias; |
| 1325 | paramsInfo.m_CellBias = &cellBias; |
| 1326 | paramsInfo.m_OutputGateBias = &outputGateBias; |
| 1327 | |
| 1328 | // Optional parameters |
| 1329 | TensorInfo optInputToInputWeights; |
| 1330 | TensorInfo optRecurrentToInputWeights; |
| 1331 | TensorInfo optCellToInputWeights; |
| 1332 | TensorInfo optInputGateBias; |
| 1333 | TensorInfo optProjectionWeights; |
| 1334 | TensorInfo optProjectionBias; |
| 1335 | TensorInfo optCellToForgetWeights; |
| 1336 | TensorInfo optCellToOutputWeights; |
| 1337 | TensorInfo optInputLayerNormWeights; |
| 1338 | TensorInfo optForgetLayerNormWeights; |
| 1339 | TensorInfo optCellLayerNormWeights; |
| 1340 | TensorInfo optOutputLayerNormWeights; |
| 1341 | |
| 1342 | if(!descriptor.m_CifgEnabled) |
| 1343 | { |
| 1344 | optInputToInputWeights = |
| 1345 | OverrideDataType(cLayer->m_CifgParameters.m_InputToInputWeights->GetTensorInfo(), dataType); |
| 1346 | paramsInfo.m_InputToInputWeights = &optInputToInputWeights; |
| 1347 | |
| 1348 | optRecurrentToInputWeights = |
| 1349 | OverrideDataType(cLayer->m_CifgParameters.m_RecurrentToInputWeights->GetTensorInfo(), dataType); |
| 1350 | paramsInfo.m_RecurrentToInputWeights = &optRecurrentToInputWeights; |
| 1351 | optInputGateBias = |
| 1352 | OverrideDataType(cLayer->m_CifgParameters.m_InputGateBias->GetTensorInfo(), dataType); |
| 1353 | paramsInfo.m_InputGateBias = &optInputGateBias; |
| 1354 | } |
| 1355 | |
| 1356 | if(descriptor.m_ProjectionEnabled) |
| 1357 | { |
| 1358 | optProjectionWeights = |
| 1359 | OverrideDataType(cLayer->m_ProjectionParameters.m_ProjectionWeights->GetTensorInfo(), dataType); |
| 1360 | paramsInfo.m_ProjectionWeights = &optProjectionWeights; |
| 1361 | if (cLayer->m_ProjectionParameters.m_ProjectionBias != nullptr) |
| 1362 | { |
| 1363 | optProjectionBias = |
| 1364 | OverrideDataType(cLayer->m_ProjectionParameters.m_ProjectionBias->GetTensorInfo(), dataType); |
| 1365 | paramsInfo.m_ProjectionBias = &optProjectionBias; |
| 1366 | } |
| 1367 | } |
| 1368 | |
| 1369 | if(descriptor.m_PeepholeEnabled) |
| 1370 | { |
| 1371 | if(!descriptor.m_CifgEnabled) |
| 1372 | { |
| 1373 | optCellToInputWeights = |
| 1374 | OverrideDataType(cLayer->m_PeepholeParameters.m_CellToInputWeights->GetTensorInfo(), |
| 1375 | dataType); |
| 1376 | paramsInfo.m_CellToInputWeights = &optCellToInputWeights; |
| 1377 | } |
| 1378 | optCellToForgetWeights = |
| 1379 | OverrideDataType(cLayer->m_PeepholeParameters.m_CellToForgetWeights->GetTensorInfo(), dataType); |
| 1380 | paramsInfo.m_CellToForgetWeights = &optCellToForgetWeights; |
| 1381 | optCellToOutputWeights = |
| 1382 | OverrideDataType(cLayer->m_PeepholeParameters.m_CellToOutputWeights->GetTensorInfo(), dataType); |
| 1383 | paramsInfo.m_CellToOutputWeights = &optCellToOutputWeights; |
| 1384 | } |
| 1385 | |
| 1386 | if(descriptor.m_LayerNormEnabled) |
| 1387 | { |
| 1388 | if (!descriptor.m_CifgEnabled) |
| 1389 | { |
| 1390 | optInputLayerNormWeights = OverrideDataType( |
| 1391 | cLayer->m_LayerNormParameters.m_InputLayerNormWeights->GetTensorInfo(), dataType); |
| 1392 | paramsInfo.m_InputLayerNormWeights = &optInputLayerNormWeights; |
| 1393 | } |
| 1394 | |
| 1395 | optForgetLayerNormWeights = OverrideDataType( |
| 1396 | cLayer->m_LayerNormParameters.m_ForgetLayerNormWeights->GetTensorInfo(), dataType); |
| 1397 | paramsInfo.m_ForgetLayerNormWeights = &optForgetLayerNormWeights; |
| 1398 | |
| 1399 | optCellLayerNormWeights = OverrideDataType( |
| 1400 | cLayer->m_LayerNormParameters.m_CellLayerNormWeights->GetTensorInfo(), dataType); |
| 1401 | paramsInfo.m_CellLayerNormWeights = &optCellLayerNormWeights; |
| 1402 | |
| 1403 | optOutputLayerNormWeights = OverrideDataType( |
| 1404 | cLayer->m_LayerNormParameters.m_OutputLayerNormWeights->GetTensorInfo(), dataType); |
| 1405 | paramsInfo.m_OutputLayerNormWeights = &optOutputLayerNormWeights; |
| 1406 | } |
| 1407 | |
| 1408 | Optional<TensorInfo> hiddenStateOut; |
| 1409 | Optional<TensorInfo> cellStateOut; |
| 1410 | |
| 1411 | result = layerSupportObject.IsUnidirectionalSequenceLstmSupported(input, |
| 1412 | outputStateIn, |
| 1413 | cellStateIn, |
| 1414 | output, |
| 1415 | hiddenStateOut, |
| 1416 | cellStateOut, |
| 1417 | descriptor, |
| 1418 | paramsInfo, |
| 1419 | reason); |
| 1420 | break; |
| 1421 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1422 | default: |
| 1423 | { |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 1424 | ARMNN_ASSERT_MSG(false, "WorkloadFactory did not recognise type of layer."); |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 1425 | reason.value() = "Unrecognised layer type"; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1426 | result = false; |
| 1427 | break; |
| 1428 | } |
| 1429 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1430 | return result; |
| 1431 | } |
| 1432 | |
Sadik Armagan | 045f6be | 2020-09-10 13:37:32 +0100 | [diff] [blame] | 1433 | bool IWorkloadFactory::IsLayerSupported(const BackendId& backendId, |
| 1434 | const IConnectableLayer& connectableLayer, |
| 1435 | Optional<DataType> dataType, |
| 1436 | std::string& outReasonIfUnsupported) |
| 1437 | { |
| 1438 | return IsLayerConfigurationSupported(backendId, connectableLayer, dataType, outReasonIfUnsupported); |
| 1439 | } |
| 1440 | |
David Beck | dcb751f | 2018-10-03 11:42:42 +0100 | [diff] [blame] | 1441 | bool IWorkloadFactory::IsLayerSupported(const IConnectableLayer& connectableLayer, |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 1442 | Optional<DataType> dataType, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 1443 | std::string& outReasonIfUnsupported) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1444 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1445 | auto layer = PolymorphicDowncast<const Layer*>(&connectableLayer); |
Sadik Armagan | 045f6be | 2020-09-10 13:37:32 +0100 | [diff] [blame] | 1446 | return IsLayerConfigurationSupported(layer->GetBackendId(), connectableLayer, dataType, outReasonIfUnsupported); |
| 1447 | } |
| 1448 | |
| 1449 | // TODO merge with defaulted modelOptions above |
| 1450 | bool IWorkloadFactory::IsLayerSupported(const IConnectableLayer& connectableLayer, |
| 1451 | Optional<DataType> dataType, |
| 1452 | std::string& outReasonIfUnsupported, |
| 1453 | const ModelOptions& modelOptions) |
| 1454 | { |
| 1455 | auto layer = PolymorphicDowncast<const Layer*>(&connectableLayer); |
| 1456 | return IsLayerConfigurationSupported(layer->GetBackendId(), |
| 1457 | connectableLayer, |
| 1458 | dataType, |
| 1459 | outReasonIfUnsupported, |
| 1460 | modelOptions); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1461 | } |
| 1462 | |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 1463 | bool IWorkloadFactory::IsLayerSupported(const BackendId& backendId, |
| 1464 | const IConnectableLayer& connectableLayer, |
| 1465 | Optional<DataType> dataType, |
| 1466 | std::string& outReasonIfUnsupported, |
| 1467 | const ModelOptions& modelOptions) |
| 1468 | { |
| 1469 | return IsLayerConfigurationSupported(backendId, |
| 1470 | connectableLayer, |
| 1471 | dataType, |
| 1472 | outReasonIfUnsupported, |
| 1473 | modelOptions); |
| 1474 | } |
| 1475 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1476 | // Default Implementations |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1477 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateAbs(const AbsQueueDescriptor& /*descriptor*/, |
| 1478 | const WorkloadInfo& /*info*/) const |
Kevin May | 868eb14 | 2019-09-04 17:29:31 +0100 | [diff] [blame] | 1479 | { |
| 1480 | return std::unique_ptr<IWorkload>(); |
| 1481 | } |
| 1482 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1483 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& /*descriptor*/, |
| 1484 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1485 | { |
| 1486 | return std::unique_ptr<IWorkload>(); |
| 1487 | } |
| 1488 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1489 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& /*descriptor*/, |
| 1490 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1491 | { |
| 1492 | return std::unique_ptr<IWorkload>(); |
| 1493 | } |
| 1494 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1495 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateArgMinMax(const ArgMinMaxQueueDescriptor& /*descriptor*/, |
| 1496 | const WorkloadInfo& /*info*/) const |
Nikhil Raj | ee391d5 | 2019-09-05 17:50:44 +0100 | [diff] [blame] | 1497 | { |
| 1498 | return std::unique_ptr<IWorkload>(); |
| 1499 | } |
| 1500 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1501 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateBatchNormalization( |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1502 | const BatchNormalizationQueueDescriptor& /*descriptor*/, const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1503 | { |
| 1504 | return std::unique_ptr<IWorkload>(); |
| 1505 | } |
| 1506 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1507 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& /*desc*/, |
| 1508 | const WorkloadInfo& /*Info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1509 | { |
| 1510 | return std::unique_ptr<IWorkload>(); |
| 1511 | } |
| 1512 | |
mathad01 | b392e98 | 2021-04-07 12:07:30 +0100 | [diff] [blame] | 1513 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateCast(const CastQueueDescriptor& /*descriptor*/, |
| 1514 | const WorkloadInfo& /*info*/) const |
| 1515 | { |
| 1516 | return std::unique_ptr<IWorkload>(); |
| 1517 | } |
| 1518 | |
Simon Obute | 51f6777 | 2021-09-03 15:50:13 +0100 | [diff] [blame] | 1519 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateChannelShuffle(const ChannelShuffleQueueDescriptor& /*descriptor*/, |
| 1520 | const WorkloadInfo& /*info*/) const |
| 1521 | { |
| 1522 | return std::unique_ptr<IWorkload>(); |
| 1523 | } |
| 1524 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1525 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateComparison(const ComparisonQueueDescriptor& /*descriptor*/, |
| 1526 | const WorkloadInfo& /*info*/) const |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 1527 | { |
| 1528 | return std::unique_ptr<IWorkload>(); |
| 1529 | } |
| 1530 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1531 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateConcat(const ConcatQueueDescriptor& /*descriptor*/, |
| 1532 | const WorkloadInfo& /*info*/) const |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 1533 | { |
| 1534 | return std::unique_ptr<IWorkload>(); |
| 1535 | } |
| 1536 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1537 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& /*descriptor*/, |
| 1538 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1539 | { |
| 1540 | return std::unique_ptr<IWorkload>(); |
| 1541 | } |
| 1542 | |
Narumol Prangnawarat | 7ddbbae | 2020-03-13 10:26:05 +0000 | [diff] [blame] | 1543 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateConvertBf16ToFp32(const ConvertBf16ToFp32QueueDescriptor& /*desc*/, |
| 1544 | const WorkloadInfo& /*info*/) const |
| 1545 | { |
| 1546 | return std::unique_ptr<IWorkload>(); |
| 1547 | } |
| 1548 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1549 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& /*desc*/, |
| 1550 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1551 | { |
| 1552 | return std::unique_ptr<IWorkload>(); |
| 1553 | } |
| 1554 | |
Narumol Prangnawarat | ea54a01 | 2020-03-16 16:36:10 +0000 | [diff] [blame] | 1555 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateConvertFp32ToBf16(const ConvertFp32ToBf16QueueDescriptor& /*desc*/, |
| 1556 | const WorkloadInfo& /*info*/) const |
| 1557 | { |
| 1558 | return std::unique_ptr<IWorkload>(); |
| 1559 | } |
| 1560 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1561 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& /*desc*/, |
| 1562 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1563 | { |
| 1564 | return std::unique_ptr<IWorkload>(); |
| 1565 | } |
| 1566 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1567 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& /*descriptor*/, |
| 1568 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1569 | { |
| 1570 | return std::unique_ptr<IWorkload>(); |
| 1571 | } |
| 1572 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1573 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateDebug(const DebugQueueDescriptor& /*descriptor*/, |
| 1574 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1575 | { |
| 1576 | return std::unique_ptr<IWorkload>(); |
| 1577 | } |
| 1578 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1579 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateDepthToSpace(const DepthToSpaceQueueDescriptor& /*descriptor*/, |
| 1580 | const WorkloadInfo& /*info*/) const |
Aron Virginas-Tar | dd6247f | 2019-09-19 14:31:17 +0100 | [diff] [blame] | 1581 | { |
| 1582 | return std::unique_ptr<IWorkload>(); |
| 1583 | } |
| 1584 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1585 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateDepthwiseConvolution2d( |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1586 | const DepthwiseConvolution2dQueueDescriptor& /*descriptor*/, const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1587 | { |
| 1588 | return std::unique_ptr<IWorkload>(); |
| 1589 | } |
| 1590 | |
Nattapat Chaimanowong | e4294fd | 2019-03-28 09:56:53 +0000 | [diff] [blame] | 1591 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateDequantize( |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1592 | const DequantizeQueueDescriptor& /*descriptor*/, const WorkloadInfo& /*info*/) const |
Nattapat Chaimanowong | e4294fd | 2019-03-28 09:56:53 +0000 | [diff] [blame] | 1593 | { |
| 1594 | return std::unique_ptr<IWorkload>(); |
| 1595 | } |
| 1596 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1597 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateDetectionPostProcess( |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1598 | const DetectionPostProcessQueueDescriptor& /*descriptor*/, const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1599 | { |
| 1600 | return std::unique_ptr<IWorkload>(); |
| 1601 | } |
| 1602 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1603 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateDivision(const DivisionQueueDescriptor& /*descriptor*/, |
| 1604 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1605 | { |
| 1606 | return std::unique_ptr<IWorkload>(); |
| 1607 | } |
| 1608 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 1609 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateElementwiseUnary(const ElementwiseUnaryQueueDescriptor& /*desc*/, |
| 1610 | const WorkloadInfo& /*info*/) const |
| 1611 | { |
| 1612 | return std::unique_ptr<IWorkload>(); |
| 1613 | } |
| 1614 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1615 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateEqual(const EqualQueueDescriptor& /*descriptor*/, |
| 1616 | const WorkloadInfo& /*Info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1617 | { |
| 1618 | return std::unique_ptr<IWorkload>(); |
| 1619 | } |
| 1620 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1621 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateFakeQuantization(const FakeQuantizationQueueDescriptor& /*desc*/, |
| 1622 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1623 | { |
| 1624 | return std::unique_ptr<IWorkload>(); |
| 1625 | } |
| 1626 | |
Ryan OShea | ec6c680 | 2020-06-05 17:17:06 +0100 | [diff] [blame] | 1627 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateFill(const FillQueueDescriptor& /*descriptor*/, |
| 1628 | const WorkloadInfo& /*info*/) const |
| 1629 | { |
| 1630 | return std::unique_ptr<IWorkload>(); |
| 1631 | } |
| 1632 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1633 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateFloor(const FloorQueueDescriptor& /*descriptor*/, |
| 1634 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1635 | { |
| 1636 | return std::unique_ptr<IWorkload>(); |
| 1637 | } |
| 1638 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1639 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateFullyConnected(const FullyConnectedQueueDescriptor& /*descriptor*/, |
| 1640 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1641 | { |
| 1642 | return std::unique_ptr<IWorkload>(); |
| 1643 | } |
| 1644 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1645 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateGather(const GatherQueueDescriptor& /*descriptor*/, |
| 1646 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1647 | { |
| 1648 | return std::unique_ptr<IWorkload>(); |
| 1649 | } |
| 1650 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1651 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateGreater(const GreaterQueueDescriptor& /*descriptor*/, |
| 1652 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1653 | { |
| 1654 | return std::unique_ptr<IWorkload>(); |
| 1655 | } |
| 1656 | |
Kevin May | ce5045a | 2019-10-02 14:07:47 +0100 | [diff] [blame] | 1657 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateInstanceNormalization( |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1658 | const InstanceNormalizationQueueDescriptor& /*descriptor*/, |
| 1659 | const WorkloadInfo& /*info*/) const |
Kevin May | ce5045a | 2019-10-02 14:07:47 +0100 | [diff] [blame] | 1660 | { |
| 1661 | return std::unique_ptr<IWorkload>(); |
| 1662 | } |
| 1663 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1664 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& /*desc*/, |
| 1665 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1666 | { |
| 1667 | return std::unique_ptr<IWorkload>(); |
| 1668 | } |
| 1669 | |
James Conroy | aba90cd | 2020-11-06 16:28:18 +0000 | [diff] [blame] | 1670 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateLogicalBinary(const LogicalBinaryQueueDescriptor& /*desc*/, |
| 1671 | const WorkloadInfo& /*info*/) const |
| 1672 | { |
| 1673 | return std::unique_ptr<IWorkload>(); |
| 1674 | } |
| 1675 | |
| 1676 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateLogicalUnary(const ElementwiseUnaryQueueDescriptor& /*desc*/, |
| 1677 | const WorkloadInfo& /*info*/) const |
| 1678 | { |
| 1679 | return std::unique_ptr<IWorkload>(); |
| 1680 | } |
| 1681 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1682 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateLogSoftmax(const LogSoftmaxQueueDescriptor& /*descriptor*/, |
| 1683 | const WorkloadInfo& /*info*/) const |
Aron Virginas-Tar | f982dea | 2019-10-11 14:07:53 +0100 | [diff] [blame] | 1684 | { |
| 1685 | return std::unique_ptr<IWorkload>(); |
| 1686 | } |
| 1687 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1688 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateLstm(const LstmQueueDescriptor& /*descriptor*/, |
| 1689 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1690 | { |
| 1691 | return std::unique_ptr<IWorkload>(); |
| 1692 | } |
| 1693 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1694 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateMaximum(const MaximumQueueDescriptor& /*descriptor*/, |
| 1695 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1696 | { |
| 1697 | return std::unique_ptr<IWorkload>(); |
| 1698 | } |
| 1699 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1700 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateMean(const MeanQueueDescriptor& /*descriptor*/, |
| 1701 | const WorkloadInfo& /*Info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1702 | { |
| 1703 | return std::unique_ptr<IWorkload>(); |
| 1704 | } |
| 1705 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1706 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& /*descriptor*/, |
| 1707 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1708 | { |
| 1709 | return std::unique_ptr<IWorkload>(); |
| 1710 | } |
| 1711 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1712 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateMemImport(const MemImportQueueDescriptor& /*descriptor*/, |
| 1713 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | f674aa0 | 2019-08-01 15:56:25 +0100 | [diff] [blame] | 1714 | { |
| 1715 | return std::unique_ptr<IWorkload>(); |
| 1716 | } |
| 1717 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1718 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateMerge(const MergeQueueDescriptor& /*descriptor*/, |
| 1719 | const WorkloadInfo& /*info*/) const |
Nattapat Chaimanowong | 1f88630 | 2019-04-05 13:37:19 +0100 | [diff] [blame] | 1720 | { |
| 1721 | return std::unique_ptr<IWorkload>(); |
| 1722 | } |
| 1723 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1724 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateMerger(const MergerQueueDescriptor& /*descriptor*/, |
| 1725 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1726 | { |
| 1727 | return std::unique_ptr<IWorkload>(); |
| 1728 | } |
| 1729 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1730 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateMinimum(const MinimumQueueDescriptor& /*descriptor*/, |
| 1731 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1732 | { |
| 1733 | return std::unique_ptr<IWorkload>(); |
| 1734 | } |
| 1735 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1736 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateMultiplication(const MultiplicationQueueDescriptor& /*descriptor*/, |
| 1737 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1738 | { |
| 1739 | return std::unique_ptr<IWorkload>(); |
| 1740 | } |
| 1741 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1742 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& /*descriptor*/, |
| 1743 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1744 | { |
| 1745 | return std::unique_ptr<IWorkload>(); |
| 1746 | } |
| 1747 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1748 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateOutput(const OutputQueueDescriptor& /*descriptor*/, |
| 1749 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1750 | { |
| 1751 | return std::unique_ptr<IWorkload>(); |
| 1752 | } |
| 1753 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1754 | std::unique_ptr<IWorkload> IWorkloadFactory::CreatePad(const PadQueueDescriptor& /*descriptor*/, |
| 1755 | const WorkloadInfo& /*Info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1756 | { |
| 1757 | return std::unique_ptr<IWorkload>(); |
| 1758 | } |
| 1759 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1760 | std::unique_ptr<IWorkload> IWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& /*descriptor*/, |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 1761 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1762 | { |
| 1763 | return std::unique_ptr<IWorkload>(); |
| 1764 | } |
| 1765 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1766 | std::unique_ptr<IWorkload> IWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& /*descriptor*/, |
| 1767 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1768 | { |
| 1769 | return std::unique_ptr<IWorkload>(); |
| 1770 | } |
| 1771 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1772 | std::unique_ptr<IWorkload> IWorkloadFactory::CreatePreCompiled(const PreCompiledQueueDescriptor& /*descriptor*/, |
| 1773 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1774 | { |
| 1775 | return std::unique_ptr<IWorkload>(); |
| 1776 | } |
| 1777 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1778 | std::unique_ptr<IWorkload> IWorkloadFactory::CreatePrelu(const PreluQueueDescriptor &/*descriptor*/, |
| 1779 | const WorkloadInfo &/*info*/) const |
Matteo Martincigh | 0e406ee | 2019-06-12 15:42:18 +0100 | [diff] [blame] | 1780 | { |
| 1781 | return std::unique_ptr<IWorkload>(); |
| 1782 | } |
| 1783 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1784 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateQuantize(const QuantizeQueueDescriptor& /*descriptor*/, |
| 1785 | const WorkloadInfo& /*Info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1786 | { |
| 1787 | return std::unique_ptr<IWorkload>(); |
| 1788 | } |
| 1789 | |
James Conroy | 586a9aa | 2020-03-20 08:49:33 +0000 | [diff] [blame] | 1790 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateQLstm(const QLstmQueueDescriptor& /*descriptor*/, |
| 1791 | const WorkloadInfo& /*info*/) const |
| 1792 | { |
| 1793 | return std::unique_ptr<IWorkload>(); |
| 1794 | } |
| 1795 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1796 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateQuantizedLstm(const QuantizedLstmQueueDescriptor& /*descriptor*/, |
| 1797 | const WorkloadInfo& /*info*/) const |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 1798 | { |
| 1799 | return std::unique_ptr<IWorkload>(); |
| 1800 | } |
Finn Williams | 2605b23 | 2020-06-10 15:53:46 +0100 | [diff] [blame] | 1801 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateRank(const RankQueueDescriptor& /*descriptor*/, |
| 1802 | const WorkloadInfo& /*info*/) const |
| 1803 | { |
| 1804 | return std::unique_ptr<IWorkload>(); |
| 1805 | } |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 1806 | |
Sadik Armagan | 0c3ea5b | 2021-02-03 09:29:30 +0000 | [diff] [blame] | 1807 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateReduce(const ReduceQueueDescriptor& /*descriptor*/, |
| 1808 | const WorkloadInfo& /*info*/) const |
| 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::CreateReshape(const ReshapeQueueDescriptor& /*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 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1819 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateResizeBilinear(const ResizeBilinearQueueDescriptor& /*descriptor*/, |
| 1820 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 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::CreateResize(const ResizeQueueDescriptor& /*descriptor*/, |
| 1826 | const WorkloadInfo& /*info*/) const |
Teresa Charlin | a9075df | 2019-06-27 15:41:57 +0100 | [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::CreateRsqrt(const RsqrtQueueDescriptor& /*descriptor*/, |
| 1832 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1833 | { |
| 1834 | return std::unique_ptr<IWorkload>(); |
| 1835 | } |
| 1836 | |
Keith Davis | 3ae3f97 | 2021-05-21 16:33:48 +0100 | [diff] [blame] | 1837 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateShape(const ShapeQueueDescriptor& /*descriptor*/, |
| 1838 | const WorkloadInfo& /*info*/) const |
| 1839 | { |
| 1840 | return std::unique_ptr<IWorkload>(); |
| 1841 | } |
| 1842 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1843 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateSlice(const SliceQueueDescriptor& /*descriptor*/, |
| 1844 | const WorkloadInfo& /*info*/) const |
| 1845 | { |
| 1846 | return std::unique_ptr<IWorkload>(); |
| 1847 | } |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 1848 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1849 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& /*descriptor*/, |
| 1850 | const WorkloadInfo& /*info*/) const |
Aron Virginas-Tar | 636ab40 | 2019-09-16 14:27:45 +0100 | [diff] [blame] | 1851 | { |
| 1852 | return std::unique_ptr<IWorkload>(); |
| 1853 | } |
| 1854 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1855 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& /*descriptor*/, |
| 1856 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1857 | { |
| 1858 | return std::unique_ptr<IWorkload>(); |
| 1859 | } |
| 1860 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1861 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& /*descriptor*/, |
| 1862 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1863 | { |
| 1864 | return std::unique_ptr<IWorkload>(); |
| 1865 | } |
| 1866 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1867 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateSpaceToDepth(const SpaceToDepthQueueDescriptor& /*descriptor*/, |
| 1868 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1869 | { |
| 1870 | return std::unique_ptr<IWorkload>(); |
| 1871 | } |
| 1872 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1873 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateStack(const StackQueueDescriptor& /*descriptor*/, |
| 1874 | const WorkloadInfo& /*info*/) const |
Aron Virginas-Tar | 972af15 | 2019-06-11 14:14:03 +0100 | [diff] [blame] | 1875 | { |
| 1876 | return std::unique_ptr<IWorkload>(); |
| 1877 | } |
| 1878 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1879 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateStridedSlice(const StridedSliceQueueDescriptor& /*descriptor*/, |
| 1880 | const WorkloadInfo& /*info*/) const |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 1881 | { |
| 1882 | return std::unique_ptr<IWorkload>(); |
| 1883 | } |
| 1884 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1885 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& /*descriptor*/, |
| 1886 | const WorkloadInfo& /*info*/) const |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 1887 | { |
| 1888 | return std::unique_ptr<IWorkload>(); |
| 1889 | } |
| 1890 | |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1891 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateSwitch(const SwitchQueueDescriptor& /*descriptor*/, |
| 1892 | const WorkloadInfo& /*info*/) const |
Sadik Armagan | eff363d | 2019-04-05 15:25:46 +0100 | [diff] [blame] | 1893 | { |
| 1894 | return std::unique_ptr<IWorkload>(); |
| 1895 | } |
| 1896 | |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 1897 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateTranspose(const TransposeQueueDescriptor& /*descriptor*/, |
| 1898 | const WorkloadInfo& /*info*/) const |
| 1899 | { |
| 1900 | return std::unique_ptr<IWorkload>(); |
| 1901 | } |
| 1902 | |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 1903 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateTransposeConvolution2d( |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 1904 | const TransposeConvolution2dQueueDescriptor& /*descriptor*/, |
| 1905 | const WorkloadInfo& /*info*/) const |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 1906 | { |
| 1907 | return std::unique_ptr<IWorkload>(); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 1908 | } |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 1909 | |
Narumol Prangnawarat | 8ed39ae | 2021-07-15 16:16:25 +0100 | [diff] [blame] | 1910 | std::unique_ptr<IWorkload> IWorkloadFactory::CreateUnidirectionalSequenceLstm( |
| 1911 | const UnidirectionalSequenceLstmQueueDescriptor& /*descriptor*/, |
| 1912 | const WorkloadInfo& /*info*/) const |
| 1913 | { |
| 1914 | return std::unique_ptr<IWorkload>(); |
| 1915 | } |
| 1916 | |
Aron Virginas-Tar | 636ab40 | 2019-09-16 14:27:45 +0100 | [diff] [blame] | 1917 | } // namepsace armnn |