DataLayoutUtils.hpp File Reference

#include <armnn/Tensor.hpp>
#include <armnn/Types.hpp>
#include <armnnUtils/Permute.hpp>

Go to the source code of this file.

Functions
template<typename T >
void	PermuteTensorNchwToNhwc (armnn::TensorInfo &tensorInfo, std::vector< T > &tensorData)
template<typename T >
void	PermuteTensorNhwcToNchw (armnn::TensorInfo &tensorInfo, std::vector< T > &tensorData)
template<typename T >
void	PermuteTensorNdhwcToNcdhw (armnn::TensorInfo &tensorInfo, std::vector< T > &tensorData)
template<typename T >
void	PermuteTensorNcdhwToNdhwc (armnn::TensorInfo &tensorInfo, std::vector< T > &tensorData)

Function Documentation

PermuteTensorNcdhwToNdhwc()

void PermuteTensorNcdhwToNdhwc	(	armnn::TensorInfo &	tensorInfo,
		std::vector< T > &	tensorData
	)

Definition at line 51 of file DataLayoutUtils.hpp.

References TensorInfo::GetShape(), armnnUtils::Permute(), and armnnUtils::Permuted().

{
    const armnn::PermutationVector ncdhwToNdhwc = { 0, 4, 1, 2, 3 };

    tensorInfo = armnnUtils::Permuted(tensorInfo, ncdhwToNdhwc);

    std::vector<T> tmp(tensorData.size());
    armnnUtils::Permute(tensorInfo.GetShape(), ncdhwToNdhwc, tensorData.data(), tmp.data(), sizeof(T));
    tensorData = tmp;
}

PermuteTensorNchwToNhwc()

void PermuteTensorNchwToNhwc	(	armnn::TensorInfo &	tensorInfo,
		std::vector< T > &	tensorData
	)

Definition at line 14 of file DataLayoutUtils.hpp.

References TensorInfo::GetShape(), armnnUtils::Permute(), and armnnUtils::Permuted().

Referenced by TransposeConvolution2dPerAxisQuantTest().

{
    const armnn::PermutationVector nchwToNhwc = { 0, 3, 1, 2 };

    tensorInfo = armnnUtils::Permuted(tensorInfo, nchwToNhwc);

    std::vector<T> tmp(tensorData.size());
    armnnUtils::Permute(tensorInfo.GetShape(), nchwToNhwc, tensorData.data(), tmp.data(), sizeof(T));
    tensorData = tmp;
}

PermuteTensorNdhwcToNcdhw()

void PermuteTensorNdhwcToNcdhw	(	armnn::TensorInfo &	tensorInfo,
		std::vector< T > &	tensorData
	)

Definition at line 39 of file DataLayoutUtils.hpp.

References TensorInfo::GetShape(), armnnUtils::Permute(), and armnnUtils::Permuted().

Referenced by Convolution3dEndToEnd(), and SimpleConvolution3dTestImpl().

{
    const armnn::PermutationVector ndhwcToNcdhw = { 0, 2, 3, 4, 1 };

    tensorInfo = armnnUtils::Permuted(tensorInfo, ndhwcToNcdhw);

    std::vector<T> tmp(tensorData.size());
    armnnUtils::Permute(tensorInfo.GetShape(), ndhwcToNcdhw, tensorData.data(), tmp.data(), sizeof(T));
    tensorData = tmp;
}

PermuteTensorNhwcToNchw()

void PermuteTensorNhwcToNchw	(	armnn::TensorInfo &	tensorInfo,
		std::vector< T > &	tensorData
	)

Definition at line 26 of file DataLayoutUtils.hpp.

References TensorInfo::GetShape(), armnnUtils::Permute(), and armnnUtils::Permuted().

Referenced by Convolution2dPerAxisQuantTest(), and DepthwiseConvolution2dPerAxisQuantTest().

{
    const armnn::PermutationVector nhwcToNchw = { 0, 2, 3, 1 };

    tensorInfo = armnnUtils::Permuted(tensorInfo, nhwcToNchw);

    std::vector<T> tmp(tensorData.size());
    armnnUtils::Permute(tensorInfo.GetShape(), nhwcToNchw, tensorData.data(), tmp.data(), sizeof(T));

    tensorData = tmp;
}