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//
// Copyright © 2017 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
#pragma once
#include <armnn/DescriptorsFwd.hpp>
#include <armnn/LstmParams.hpp>
#include <armnn/TensorFwd.hpp>
#include <armnn/Types.hpp>
#include <armnn/INetwork.hpp>
#include <string>
#include <vector>
#include <memory>
#include "Layer.hpp"
namespace armnn
{
class Graph;
/// Private implementation of INetwork.
class Network final : public INetwork
{
public:
Network();
~Network();
const Graph& GetGraph() const { return *m_Graph; }
Status PrintGraph() override;
IConnectableLayer* AddInputLayer(LayerBindingId id, const char* name=nullptr) override;
IConnectableLayer* AddConvolution2dLayer(const Convolution2dDescriptor& convolution2dDescriptor,
const ConstTensor& weights,
const char* name = nullptr) override;
IConnectableLayer* AddConvolution2dLayer(const Convolution2dDescriptor& convolution2dDescriptor,
const ConstTensor& weights,
const ConstTensor& biases,
const char* name = nullptr) override;
IConnectableLayer* AddDepthwiseConvolution2dLayer(
const DepthwiseConvolution2dDescriptor& convolution2dDescriptor,
const ConstTensor& weights,
const char* name = nullptr) override;
IConnectableLayer* AddDepthwiseConvolution2dLayer(
const DepthwiseConvolution2dDescriptor& convolution2dDescriptor,
const ConstTensor& weights,
const ConstTensor& biases,
const char* name = nullptr) override;
IConnectableLayer* AddFullyConnectedLayer(const FullyConnectedDescriptor& fullyConnectedDescriptor,
const ConstTensor& weights,
const char* name = nullptr) override;
IConnectableLayer* AddFullyConnectedLayer(const FullyConnectedDescriptor& fullyConnectedDescriptor,
const ConstTensor& weights,
const ConstTensor& biases,
const char* name = nullptr) override;
IConnectableLayer* AddPermuteLayer(const PermuteDescriptor& permuteDescriptor,
const char* name = nullptr) override;
IConnectableLayer* AddPooling2dLayer(const Pooling2dDescriptor& pooling2dDescriptor,
const char* name = nullptr) override;
IConnectableLayer* AddActivationLayer(const ActivationDescriptor& activationDescriptor,
const char* name = nullptr) override;
IConnectableLayer* AddNormalizationLayer(const NormalizationDescriptor& normalizationDescriptor,
const char* name = nullptr) override;
IConnectableLayer* AddSoftmaxLayer(const SoftmaxDescriptor& softmaxDescriptor,
const char* name = nullptr) override;
IConnectableLayer* AddSplitterLayer(const ViewsDescriptor& splitterDescriptor,
const char* name = nullptr) override;
IConnectableLayer* AddMergerLayer(const OriginsDescriptor& mergerDescriptor,
const char* name = nullptr) override;
IConnectableLayer* AddAdditionLayer(const char* name = nullptr) override;
IConnectableLayer* AddMultiplicationLayer(const char* name = nullptr) override;
IConnectableLayer* AddBatchNormalizationLayer(const BatchNormalizationDescriptor& desc,
const ConstTensor& mean,
const ConstTensor& variance,
const ConstTensor& beta,
const ConstTensor& gamma,
const char* name = nullptr) override;
IConnectableLayer* AddResizeBilinearLayer(const ResizeBilinearDescriptor& resizeDesc,
const char* name = nullptr) override;
IConnectableLayer* AddL2NormalizationLayer(const L2NormalizationDescriptor& desc,
const char* name = nullptr) override;
IConnectableLayer* AddConstantLayer(const ConstTensor& input, const char* name = nullptr) override;
IConnectableLayer* AddReshapeLayer(const ReshapeDescriptor& reshapeDescriptor,
const char* name = nullptr) override;
IConnectableLayer* AddSpaceToBatchNdLayer(const SpaceToBatchNdDescriptor& spaceToBatchNdDescriptor,
const char* name = nullptr) override;
IConnectableLayer* AddFloorLayer(const char* name = nullptr) override;
IConnectableLayer* AddOutputLayer(LayerBindingId id, const char* name = nullptr) override;
IConnectableLayer* AddLstmLayer(const LstmDescriptor& descriptor,
const LstmInputParams& params,
const char* name = nullptr) override;
IConnectableLayer* AddDivisionLayer(const char* name = nullptr) override;
IConnectableLayer* AddSubtractionLayer(const char* name = nullptr) override;
IConnectableLayer* AddMeanLayer(const MeanDescriptor& meanDescriptor, const char* name = nullptr) override;
IConnectableLayer* AddPadLayer(const PadDescriptor& padDescriptor, const char* name = nullptr) override;
private:
IConnectableLayer* AddFullyConnectedLayerImpl(const FullyConnectedDescriptor& fullyConnectedDescriptor,
const ConstTensor& weights,
const ConstTensor* biases,
const char* name);
IConnectableLayer* AddConvolution2dLayerImpl(const Convolution2dDescriptor& convolution2dDescriptor,
const ConstTensor& weights,
const ConstTensor* biases,
const char* name);
IConnectableLayer* AddDepthwiseConvolution2dLayerImpl(
const DepthwiseConvolution2dDescriptor& convolution2dDescriptor,
const ConstTensor& weights,
const ConstTensor* biases,
const char* name);
std::unique_ptr<Graph> m_Graph;
};
class OptimizedNetwork final : public IOptimizedNetwork
{
public:
OptimizedNetwork(std::unique_ptr<Graph> graph);
~OptimizedNetwork();
Status PrintGraph() override;
Status SerializeToDot(std::ostream& stream) const override;
Graph& GetGraph() { return *m_Graph; }
private:
std::unique_ptr<Graph> m_Graph;
};
} // namespace armnn
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