src/armnnSerializer/Serializer.hpp

//
// Copyright © 2017 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
#pragma once

#include <armnn/ILayerVisitor.hpp>
#include <armnn/LayerVisitorBase.hpp>

#include <armnnSerializer/ISerializer.hpp>

#include <unordered_map>

#include <ArmnnSchema_generated.h>

namespace armnnSerializer
{

class SerializerVisitor : public armnn::LayerVisitorBase<armnn::VisitorNoThrowPolicy>
{
public:
    SerializerVisitor() : m_layerId(0) {}
    ~SerializerVisitor() {}

    flatbuffers::FlatBufferBuilder& GetFlatBufferBuilder()
    {
        return m_flatBufferBuilder;
    }

    std::vector<unsigned int>& GetInputIds()
    {
        return m_inputIds;
    }

    std::vector<unsigned int>& GetOutputIds()
    {
        return m_outputIds;
    }

    std::vector<flatbuffers::Offset<armnnSerializer::AnyLayer>>& GetSerializedLayers()
    {
        return m_serializedLayers;
    }

    void VisitActivationLayer(const armnn::IConnectableLayer* layer,
                              const armnn::ActivationDescriptor& descriptor,
                              const char* name = nullptr) override;

    void VisitAdditionLayer(const armnn::IConnectableLayer* layer,
                            const char* name = nullptr) override;

    void VisitBatchToSpaceNdLayer(const armnn::IConnectableLayer* layer,
                                  const armnn::BatchToSpaceNdDescriptor& descriptor,
                                  const char* name = nullptr) override;

    void VisitBatchNormalizationLayer(const armnn::IConnectableLayer* layer,
                                      const armnn::BatchNormalizationDescriptor& BatchNormalizationDescriptor,
                                      const armnn::ConstTensor& mean,
                                      const armnn::ConstTensor& variance,
                                      const armnn::ConstTensor& beta,
                                      const armnn::ConstTensor& gamma,
                                      const char* name = nullptr) override;

    void VisitConstantLayer(const armnn::IConnectableLayer* layer,
                            const armnn::ConstTensor& input,
                            const char* = nullptr) override;

    void VisitConvolution2dLayer(const armnn::IConnectableLayer* layer,
                                 const armnn::Convolution2dDescriptor& descriptor,
                                 const armnn::ConstTensor& weights,
                                 const armnn::Optional<armnn::ConstTensor>& biases,
                                 const char* = nullptr) override;

    void VisitDepthwiseConvolution2dLayer(const armnn::IConnectableLayer* layer,
                                          const armnn::DepthwiseConvolution2dDescriptor& descriptor,
                                          const armnn::ConstTensor& weights,
                                          const armnn::Optional<armnn::ConstTensor>& biases,
                                          const char* name = nullptr) override;

    void VisitDivisionLayer(const armnn::IConnectableLayer* layer,
                            const char* name = nullptr) override;

    void VisitEqualLayer(const armnn::IConnectableLayer* layer,
                         const char* name = nullptr) override;

    void VisitFloorLayer(const armnn::IConnectableLayer *layer,
                         const char *name = nullptr) override;

    void VisitFullyConnectedLayer(const armnn::IConnectableLayer* layer,
                                  const armnn::FullyConnectedDescriptor& fullyConnectedDescriptor,
                                  const armnn::ConstTensor& weights,
                                  const armnn::Optional<armnn::ConstTensor>& biases,
                                  const char* name = nullptr) override;

    void VisitGatherLayer(const armnn::IConnectableLayer* layer,
                          const char* name = nullptr) override;

    void VisitGreaterLayer(const armnn::IConnectableLayer* layer,
                           const char* name = nullptr) override;

    void VisitInputLayer(const armnn::IConnectableLayer* layer,
                         armnn::LayerBindingId id,
                         const char* name = nullptr) override;

    void VisitMeanLayer(const armnn::IConnectableLayer* layer,
                        const armnn::MeanDescriptor& descriptor,
                        const char* name) override;

    void VisitMinimumLayer(const armnn::IConnectableLayer* layer,
                           const char* name = nullptr) override;

    void VisitMaximumLayer(const armnn::IConnectableLayer* layer,
                           const char* name = nullptr) override;

    void VisitMultiplicationLayer(const armnn::IConnectableLayer* layer,
                                  const char* name = nullptr) override;

    void VisitOutputLayer(const armnn::IConnectableLayer* layer,
                          armnn::LayerBindingId id,
                          const char* name = nullptr) override;

    void VisitPadLayer(const armnn::IConnectableLayer* layer,
                       const armnn::PadDescriptor& PadDescriptor,
                       const char* name = nullptr) override;

    void VisitPermuteLayer(const armnn::IConnectableLayer* layer,
                           const armnn::PermuteDescriptor& PermuteDescriptor,
                           const char* name = nullptr) override;

    void VisitPooling2dLayer(const armnn::IConnectableLayer* layer,
                             const armnn::Pooling2dDescriptor& pooling2dDescriptor,
                             const char* name = nullptr) override;

    void VisitReshapeLayer(const armnn::IConnectableLayer* layer,
                           const armnn::ReshapeDescriptor& reshapeDescriptor,
                           const char* name = nullptr) override;

    void VisitResizeBilinearLayer(const armnn::IConnectableLayer* layer,
                                  const armnn::ResizeBilinearDescriptor& resizeDescriptor,
                                  const char* name = nullptr) override;

    void VisitRsqrtLayer(const armnn::IConnectableLayer* layer,
                         const char* name = nullptr) override;

    void VisitSoftmaxLayer(const armnn::IConnectableLayer* layer,
                           const armnn::SoftmaxDescriptor& softmaxDescriptor,
                           const char* name = nullptr) override;

    void VisitSpaceToBatchNdLayer(const armnn::IConnectableLayer* layer,
                                  const armnn::SpaceToBatchNdDescriptor& spaceToBatchNdDescriptor,
                                  const char* name = nullptr) override;

    void VisitNormalizationLayer(const armnn::IConnectableLayer* layer,
                                 const armnn::NormalizationDescriptor& normalizationDescriptor,
                                 const char* name = nullptr) override;

    void VisitStridedSliceLayer(const armnn::IConnectableLayer* layer,
                                const armnn::StridedSliceDescriptor& stridedSliceDescriptor,
                                const char* name = nullptr) override;

    void VisitSubtractionLayer(const armnn::IConnectableLayer* layer,
                               const char* name = nullptr) override;
private:

    /// Creates the Input Slots and Output Slots and LayerBase for the layer.
    flatbuffers::Offset<armnnSerializer::LayerBase> CreateLayerBase(
            const armnn::IConnectableLayer* layer,
            const armnnSerializer::LayerType layerType);

    /// Creates the serializer AnyLayer for the layer and adds it to m_serializedLayers.
    void CreateAnyLayer(const flatbuffers::Offset<void>& layer, const armnnSerializer::Layer serializerLayer);

    /// Creates the serializer ConstTensor for the armnn ConstTensor.
    flatbuffers::Offset<armnnSerializer::ConstTensor> CreateConstTensorInfo(
            const armnn::ConstTensor& constTensor);

    template <typename T>
    flatbuffers::Offset<flatbuffers::Vector<T>> CreateDataVector(const void* memory, unsigned int size);

    ///Function which maps Guid to an index
    uint32_t GetSerializedId(unsigned int guid);

    /// Creates the serializer InputSlots for the layer.
    std::vector<flatbuffers::Offset<armnnSerializer::InputSlot>> CreateInputSlots(
            const armnn::IConnectableLayer* layer);

    /// Creates the serializer OutputSlots for the layer.
    std::vector<flatbuffers::Offset<armnnSerializer::OutputSlot>> CreateOutputSlots(
            const armnn::IConnectableLayer* layer);

    /// FlatBufferBuilder to create our layers' FlatBuffers.
    flatbuffers::FlatBufferBuilder m_flatBufferBuilder;

    /// AnyLayers required by the SerializedGraph.
    std::vector<flatbuffers::Offset<armnnSerializer::AnyLayer>> m_serializedLayers;

    /// Guids of all Input Layers required by the SerializedGraph.
    std::vector<unsigned int> m_inputIds;

    /// Guids of all Output Layers required by the SerializedGraph.
    std::vector<unsigned int> m_outputIds;

    /// Mapped Guids of all Layers to match our index.
    std::unordered_map<unsigned int, uint32_t > m_guidMap;

    /// layer within our FlatBuffer index.
    uint32_t m_layerId;
};

class Serializer : public ISerializer
{
public:
    Serializer() {}
    ~Serializer() {}

    /// Serializes the network to ArmNN SerializedGraph.
    /// @param [in] inNetwork The network to be serialized.
    void Serialize(const armnn::INetwork& inNetwork) override;

    /// Serializes the SerializedGraph to the stream.
    /// @param [stream] the stream to save to
    /// @return true if graph is Serialized to the Stream, false otherwise
    bool SaveSerializedToStream(std::ostream& stream) override;

private:

    /// Visitor to contruct serialized network
    SerializerVisitor m_SerializerVisitor;
};

} //namespace armnnSerializer