diff options
Diffstat (limited to 'src/armnnSerializer/Serializer.cpp')
-rw-r--r-- | src/armnnSerializer/Serializer.cpp | 39 |
1 files changed, 38 insertions, 1 deletions
diff --git a/src/armnnSerializer/Serializer.cpp b/src/armnnSerializer/Serializer.cpp index e1d22ec406..b4afd37b99 100644 --- a/src/armnnSerializer/Serializer.cpp +++ b/src/armnnSerializer/Serializer.cpp @@ -324,7 +324,44 @@ void SerializerVisitor::VisitPooling2dLayer(const armnn::IConnectableLayer* laye CreateAnyLayer(fbPooling2dLayer.o, serializer::Layer::Layer_Pooling2dLayer); } -fb::Offset<serializer::LayerBase> SerializerVisitor::CreateLayerBase(const armnn::IConnectableLayer* layer, +// Build FlatBuffer for FullyConnected Layer +void SerializerVisitor::VisitFullyConnectedLayer(const armnn::IConnectableLayer* layer, + const armnn::FullyConnectedDescriptor& fullyConnectedDescriptor, + const armnn::ConstTensor& weights, + const armnn::Optional<armnn::ConstTensor>& biases, + const char* name) +{ + // Create FlatBuffer BaseLayer + auto flatBufferBaseLayer = CreateLayerBase(layer, serializer::LayerType::LayerType_FullyConnected); + + // Create FlatBuffer FullyConnectedDescriptor + auto flatBufferDescriptor = + serializer::CreateFullyConnectedDescriptor(m_flatBufferBuilder, + fullyConnectedDescriptor.m_BiasEnabled, + fullyConnectedDescriptor.m_TransposeWeightMatrix); + + // Create FlatBuffer weights data + auto flatBufferWeights = CreateConstTensorInfo(weights); + + // Create FlatBuffer bias data + flatbuffers::Offset<serializer::ConstTensor> flatBufferBiases; + if (fullyConnectedDescriptor.m_BiasEnabled) + { + flatBufferBiases = CreateConstTensorInfo(biases.value()); + } + + // Create FlatBuffer FullyConnectedLayer + auto flatBufferLayer = serializer::CreateFullyConnectedLayer(m_flatBufferBuilder, + flatBufferBaseLayer, + flatBufferDescriptor, + flatBufferWeights, + flatBufferBiases); + + // Add created FullyConnectedLayer to the FlatBufferLayers + CreateAnyLayer(flatBufferLayer.o, serializer::Layer::Layer_FullyConnectedLayer); +} + +fb::Offset<serializer::LayerBase> SerializerVisitor::CreateLayerBase(const IConnectableLayer* layer, const serializer::LayerType layerType) { std::vector<fb::Offset<serializer::InputSlot>> inputSlots = CreateInputSlots(layer); |