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//
// Copyright © 2017 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
#pragma once
#include "Graph.hpp"
#include "LayersFwd.hpp"
#include <armnn/utility/PolymorphicDowncast.hpp>
namespace armnn
{
class Optimization
{
public:
Optimization() = default;
virtual ~Optimization() = default;
virtual void Run(Graph& graph, Layer& base) const = 0;
protected:
};
// Wrappers
// The implementation of the following wrappers make use of the CRTP C++ idiom
// (curiously recurring template pattern).
// For details, see https://en.wikipedia.org/wiki/Curiously_recurring_template_pattern
/// Wrapper Optimization base class that calls Wrapped::Run() for every layer of type BaseType.
/// - Wrapped class mustn't remove the base layer. The optimizer will remove it if left unconnected
/// after applying each optimization.
template <typename BaseType, typename Wrapped>
class OptimizeForTypeImpl : public armnn::Optimization, public Wrapped
{
public:
using Wrapped::Wrapped;
void Run(Graph& graph, Layer& base) const override
{
if (base.GetType() == LayerEnumOf<BaseType>())
{
Wrapped::Run(graph, *PolymorphicDowncast<BaseType*>(&base));
}
}
protected:
~OptimizeForTypeImpl() = default;
};
/// Specialization that calls Wrapped::Run() for any layer type.
template <typename Wrapped>
class OptimizeForTypeImpl<Layer, Wrapped> : public armnn::Optimization, public Wrapped
{
public:
using Wrapped::Wrapped;
void Run(Graph& graph, Layer& base) const override
{
Wrapped::Run(graph, base);
}
protected:
~OptimizeForTypeImpl() = default;
};
template <typename BaseType, typename Wrapped>
class OptimizeForType final : public OptimizeForTypeImpl<BaseType, Wrapped>
{
public:
using OptimizeForTypeImpl<BaseType, Wrapped>::OptimizeForTypeImpl;
};
/// Wrapper Optimization class that calls Wrapped::Run for every connection BaseType -> ChildType.
/// - Wrapped class mustn't remove the base layer. The optimizer will remove it if left unconnected
/// after applying each optimization.
/// - Wrapped class mustn't affect existing connections in the same output. It might add new ones.
/// - Children layers are removed if left unconnected after applying the wrapped optimization.
template <typename BaseType, typename ChildType, typename Wrapped>
class OptimizeForConnectionImpl : public Wrapped
{
public:
using Wrapped::Wrapped;
void Run(Graph& graph, BaseType& base) const
{
for (auto output = base.BeginOutputSlots(); output != base.EndOutputSlots(); ++output)
{
for (auto&& childInput : output->GetConnections())
{
if (childInput->GetOwningLayer().GetType() == LayerEnumOf<ChildType>())
{
Wrapped::Run(graph, *childInput);
}
}
// Removes unconnected children.
for (unsigned int i = 0; i < output->GetNumConnections();)
{
Layer* child = &output->GetConnection(i)->GetOwningLayer();
if (child->IsOutputUnconnected())
{
graph.EraseLayer(child);
}
else
{
++i;
}
}
}
}
protected:
~OptimizeForConnectionImpl() = default;
};
template <typename BaseType, typename ChildType, typename Wrapped>
class OptimizeForConnection final
: public OptimizeForTypeImpl<BaseType, OptimizeForConnectionImpl<BaseType, ChildType, Wrapped>>
{
public:
using OptimizeForTypeImpl<BaseType, OptimizeForConnectionImpl<BaseType, ChildType, Wrapped>>::OptimizeForTypeImpl;
};
/// Wrapper Optimization class that calls Wrapped::Run for every connection BaseType -> ChildType.
/// - Wrapped class mustn't remove the base layer. The optimizer will remove it if left unconnected
/// after applying each optimization.
/// - Wrapped class mustn't affect existing connections in the same output. It might add new ones.
/// - Children layers are removed if left unconnected after applying the wrapped optimization.
template <typename BaseType, typename ChildType, typename Wrapped>
class OptimizeForExclusiveConnectionImpl : public Wrapped
{
public:
using Wrapped::Wrapped;
void Run(Graph& graph, BaseType& base) const
{
for (auto output = base.BeginOutputSlots(); output != base.EndOutputSlots(); ++output)
{
if (output->GetNumConnections() == 1)
{
for (auto&& childInput : output->GetConnections())
{
if (childInput->GetOwningLayer().GetType() == LayerEnumOf<ChildType>())
{
Wrapped::Run(graph, *childInput);
}
}
// Removes unconnected children.
for (unsigned int i = 0; i < output->GetNumConnections();)
{
Layer* child = &output->GetConnection(i)->GetOwningLayer();
if (child->IsOutputUnconnected())
{
graph.EraseLayer(child);
}
else
{
++i;
}
}
}
}
}
protected:
~OptimizeForExclusiveConnectionImpl() = default;
};
template <typename BaseType, typename ChildType, typename Wrapped>
class OptimizeForExclusiveConnection final
: public OptimizeForTypeImpl<BaseType, OptimizeForExclusiveConnectionImpl<BaseType, ChildType, Wrapped>>
{
public:
using OptimizeForTypeImpl<BaseType,
OptimizeForExclusiveConnectionImpl<BaseType, ChildType, Wrapped>>::OptimizeForTypeImpl;
};
} // namespace armnn
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