ConvertFp32NetworkToBf16Impl Class Reference

#include <ConvertFp32NetworkToBf16.hpp>

Public Member Functions
void	Run (Graph &graph, Layer &layer) const

Protected Member Functions
	ConvertFp32NetworkToBf16Impl ()=default
	~ConvertFp32NetworkToBf16Impl ()=default

Detailed Description

Definition at line 43 of file ConvertFp32NetworkToBf16.hpp.

Constructor & Destructor Documentation

ConvertFp32NetworkToBf16Impl()

ConvertFp32NetworkToBf16Impl ( )

protecteddefault

Referenced by ConvertFp32NetworkToBf16Impl::Run().

~ConvertFp32NetworkToBf16Impl()

~ConvertFp32NetworkToBf16Impl ( )

protecteddefault

Referenced by ConvertFp32NetworkToBf16Impl::Run().

Member Function Documentation

Run()

void Run ( Graph &  graph, Layer &  layer  ) const

inline

Definition at line 47 of file ConvertFp32NetworkToBf16.hpp.

References ConvertFp32NetworkToBf16Impl::ConvertFp32NetworkToBf16Impl(), armnn::Convolution2d, armnn::Float32, armnn::FullyConnected, Layer::GetDataType(), Layer::GetType(), armnn::InsertConvertFp32ToBf16LayersBefore(), and ConvertFp32NetworkToBf16Impl::~ConvertFp32NetworkToBf16Impl().

    {
        // Only convert Float32 To BFloat16 for the Input of Convolution2d layer and FullyConnected layer.
        // And also convert weight data type from Float32 to Bfloat16.
        // Do not convert bias data type.
        if (layer.GetType() == LayerType::Convolution2d)
        {
            if (layer.GetDataType() == DataType::Float32)
            {
                InsertConvertFp32ToBf16LayersBefore(graph,layer);
                ConvertWeight<Convolution2dLayer>(&layer);
            }
        }
        else if (layer.GetType() == LayerType::FullyConnected)
        {
            if (layer.GetDataType() == DataType::Float32)
            {
                InsertConvertFp32ToBf16LayersBefore(graph,layer);
                ConvertWeight<FullyConnectedLayer>(&layer);
            }
        }
    }

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

• src/armnn/optimizations/ConvertFp32NetworkToBf16.hpp