FoldPadIntoDepthwiseConvolution2dImpl Class Reference

#include <FoldPadIntoLayer2d.hpp>

Public Member Functions
void	Run (Graph &graph, InputSlot &connection) const

Protected Member Functions
	FoldPadIntoDepthwiseConvolution2dImpl ()=default
	~FoldPadIntoDepthwiseConvolution2dImpl ()=default

Detailed Description

Definition at line 223 of file FoldPadIntoLayer2d.hpp.

Constructor & Destructor Documentation

FoldPadIntoDepthwiseConvolution2dImpl()

FoldPadIntoDepthwiseConvolution2dImpl ( )

protecteddefault

~FoldPadIntoDepthwiseConvolution2dImpl()

~FoldPadIntoDepthwiseConvolution2dImpl ( )

protecteddefault

Member Function Documentation

Run()

void Run ( Graph &  graph, InputSlot &  connection  ) const

inline

Definition at line 226 of file FoldPadIntoLayer2d.hpp.

References ARMNN_ASSERT_MSG, and InputSlot::GetOwningLayer().

    {
        const auto newConv2dLayer = FoldPadIntoLayer2dImpl<DepthwiseConvolution2dLayer>(graph, connection);

        if (newConv2dLayer != nullptr)
        {
            const auto conv2dLayer = PolymorphicDowncast<DepthwiseConvolution2dLayer*>(&connection.GetOwningLayer());
            // Copy weights and bias to the new convolution layer
            ARMNN_ASSERT_MSG(newConv2dLayer->GetInputSlot(1).GetConnection() != nullptr,
            "FoldPadIntoDepthwiseConvolution2d: New convolution layer is missing connection to weights layer");

            // Deprecated. Removal date is 23.02.
            newConv2dLayer->m_Weight = std::move(conv2dLayer->m_Weight);

            if (conv2dLayer->GetParameters().m_BiasEnabled)
            {
                ARMNN_ASSERT_MSG(newConv2dLayer->GetInputSlot(2).GetConnection() != nullptr,
                                 "FoldPadIntoConvolution2d: New convolution layer is missing "
                                 "connection to bias layer.");
                // Deprecated. Removal date is 23.02.
                newConv2dLayer->m_Bias = std::move(conv2dLayer->m_Bias);
            }
        }
    }

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The documentation for this class was generated from the following file:

• src/armnn/optimizations/FoldPadIntoLayer2d.hpp