diff options
Diffstat (limited to 'src/armnnSerializer')
-rw-r--r-- | src/armnnSerializer/ArmnnSchema.fbs | 10 | ||||
-rw-r--r-- | src/armnnSerializer/Serializer.cpp | 8 | ||||
-rw-r--r-- | src/armnnSerializer/Serializer.hpp | 3 | ||||
-rw-r--r-- | src/armnnSerializer/SerializerSupport.md | 1 | ||||
-rw-r--r-- | src/armnnSerializer/test/SerializerTests.cpp | 50 |
5 files changed, 70 insertions, 2 deletions
diff --git a/src/armnnSerializer/ArmnnSchema.fbs b/src/armnnSerializer/ArmnnSchema.fbs index 8b275b6f17..e8d72fc997 100644 --- a/src/armnnSerializer/ArmnnSchema.fbs +++ b/src/armnnSerializer/ArmnnSchema.fbs @@ -119,7 +119,8 @@ enum LayerType : uint { Lstm = 34, Quantize = 35, Dequantize = 36, - Merge = 37 + Merge = 37, + Switch = 38 } // Base layer table to be used as part of other layers @@ -529,6 +530,10 @@ table MergeLayer { base:LayerBase; } +table SwitchLayer { + base:LayerBase; +} + union Layer { ActivationLayer, AdditionLayer, @@ -567,7 +572,8 @@ union Layer { LstmLayer, QuantizeLayer, DequantizeLayer, - MergeLayer + MergeLayer, + SwitchLayer } table AnyLayer { diff --git a/src/armnnSerializer/Serializer.cpp b/src/armnnSerializer/Serializer.cpp index fe30c3eee5..74d0c435c6 100644 --- a/src/armnnSerializer/Serializer.cpp +++ b/src/armnnSerializer/Serializer.cpp @@ -893,6 +893,14 @@ void SerializerVisitor::VisitSubtractionLayer(const armnn::IConnectableLayer* la CreateAnyLayer(fbSubtractionLayer.o, serializer::Layer::Layer_SubtractionLayer); } +void SerializerVisitor::VisitSwitchLayer(const armnn::IConnectableLayer* layer, const char* name) +{ + auto fbSwitchBaseLayer = CreateLayerBase(layer, serializer::LayerType::LayerType_Switch); + auto fbSwitchLayer = serializer::CreateSwitchLayer(m_flatBufferBuilder, fbSwitchBaseLayer); + + CreateAnyLayer(fbSwitchLayer.o, serializer::Layer::Layer_SwitchLayer); +} + fb::Offset<serializer::LayerBase> SerializerVisitor::CreateLayerBase(const IConnectableLayer* layer, const serializer::LayerType layerType) { diff --git a/src/armnnSerializer/Serializer.hpp b/src/armnnSerializer/Serializer.hpp index 775df83966..4a718378b5 100644 --- a/src/armnnSerializer/Serializer.hpp +++ b/src/armnnSerializer/Serializer.hpp @@ -191,6 +191,9 @@ public: void VisitSubtractionLayer(const armnn::IConnectableLayer* layer, const char* name = nullptr) override; + + void VisitSwitchLayer(const armnn::IConnectableLayer* layer, + const char* name = nullptr) override; private: /// Creates the Input Slots and Output Slots and LayerBase for the layer. diff --git a/src/armnnSerializer/SerializerSupport.md b/src/armnnSerializer/SerializerSupport.md index a8335e1e68..5b54bfd7be 100644 --- a/src/armnnSerializer/SerializerSupport.md +++ b/src/armnnSerializer/SerializerSupport.md @@ -41,5 +41,6 @@ The Arm NN SDK Serializer currently supports the following layers: * Splitter * StridedSlice * Subtraction +* Switch More machine learning layers will be supported in future releases. diff --git a/src/armnnSerializer/test/SerializerTests.cpp b/src/armnnSerializer/test/SerializerTests.cpp index a1ef9eef59..2724ba4d35 100644 --- a/src/armnnSerializer/test/SerializerTests.cpp +++ b/src/armnnSerializer/test/SerializerTests.cpp @@ -2113,6 +2113,56 @@ BOOST_AUTO_TEST_CASE(SerializeSubtraction) deserializedNetwork->Accept(verifier); } +BOOST_AUTO_TEST_CASE(SerializeSwitch) +{ + class SwitchLayerVerifier : public LayerVerifierBase + { + public: + SwitchLayerVerifier(const std::string& layerName, + const std::vector<armnn::TensorInfo>& inputInfos, + const std::vector<armnn::TensorInfo>& outputInfos) + : LayerVerifierBase(layerName, inputInfos, outputInfos) {} + + void VisitSwitchLayer(const armnn::IConnectableLayer* layer, const char* name) override + { + VerifyNameAndConnections(layer, name); + } + + void VisitConstantLayer(const armnn::IConnectableLayer* layer, + const armnn::ConstTensor& input, + const char *name) override {} + }; + + const std::string layerName("switch"); + const armnn::TensorInfo info({ 1, 4 }, armnn::DataType::Float32); + + std::vector<float> constantData = GenerateRandomData<float>(info.GetNumElements()); + armnn::ConstTensor constTensor(info, constantData); + + armnn::INetworkPtr network = armnn::INetwork::Create(); + armnn::IConnectableLayer* const inputLayer = network->AddInputLayer(0); + armnn::IConnectableLayer* const constantLayer = network->AddConstantLayer(constTensor, "constant"); + armnn::IConnectableLayer* const switchLayer = network->AddSwitchLayer(layerName.c_str()); + armnn::IConnectableLayer* const trueOutputLayer = network->AddOutputLayer(0); + armnn::IConnectableLayer* const falseOutputLayer = network->AddOutputLayer(1); + + inputLayer->GetOutputSlot(0).Connect(switchLayer->GetInputSlot(0)); + constantLayer->GetOutputSlot(0).Connect(switchLayer->GetInputSlot(1)); + switchLayer->GetOutputSlot(0).Connect(trueOutputLayer->GetInputSlot(0)); + switchLayer->GetOutputSlot(1).Connect(falseOutputLayer->GetInputSlot(0)); + + inputLayer->GetOutputSlot(0).SetTensorInfo(info); + constantLayer->GetOutputSlot(0).SetTensorInfo(info); + switchLayer->GetOutputSlot(0).SetTensorInfo(info); + switchLayer->GetOutputSlot(1).SetTensorInfo(info); + + armnn::INetworkPtr deserializedNetwork = DeserializeNetwork(SerializeNetwork(*network)); + BOOST_CHECK(deserializedNetwork); + + SwitchLayerVerifier verifier(layerName, {info, info}, {info, info}); + deserializedNetwork->Accept(verifier); +} + BOOST_AUTO_TEST_CASE(SerializeDeserializeNonLinearNetwork) { class ConstantLayerVerifier : public LayerVerifierBase |