arm_compute::CLInstanceNormalizationLayerKernelEx Class Reference

#include <CLInstanceNormalizationLayerKernelEx.h>

Collaboration diagram for arm_compute::CLInstanceNormalizationLayerKernelEx:

Public Member Functions
	CLInstanceNormalizationLayerKernelEx ()
	CLInstanceNormalizationLayerKernelEx (const CLInstanceNormalizationLayerKernelEx &)=delete
CLInstanceNormalizationLayerKernelEx &	operator= (const CLInstanceNormalizationLayerKernelEx &)=delete
	CLInstanceNormalizationLayerKernelEx (CLInstanceNormalizationLayerKernelEx &&)=default
CLInstanceNormalizationLayerKernelEx &	operator= (CLInstanceNormalizationLayerKernelEx &&)=default
	~CLInstanceNormalizationLayerKernelEx ()=default
void	configure (ICLTensor *input, ICLTensor *output, ICLTensor *gamma=nullptr, ICLTensor *beta=nullptr, float epsilon=1e-12f)
void	run (const Window &window, cl::CommandQueue &queue) override

Static Public Member Functions
static Status	validate (const ITensorInfo *input, const ITensorInfo *output, const ITensorInfo *gamma=nullptr, const ITensorInfo *beta=nullptr, float epsilon=1e-12f)

Detailed Description

Interface for performing an instance normalization

Definition at line 51 of file CLInstanceNormalizationLayerKernelEx.h.

Constructor & Destructor Documentation

CLInstanceNormalizationLayerKernelEx() [1/3]

arm_compute::CLInstanceNormalizationLayerKernelEx::CLInstanceNormalizationLayerKernelEx

(

)

Constructor

CLInstanceNormalizationLayerKernelEx() [2/3]

arm_compute::CLInstanceNormalizationLayerKernelEx::CLInstanceNormalizationLayerKernelEx ( const CLInstanceNormalizationLayerKernelEx &  )

delete

Prevent instances of this class from being copied (As this class contains pointers)

CLInstanceNormalizationLayerKernelEx() [3/3]

arm_compute::CLInstanceNormalizationLayerKernelEx::CLInstanceNormalizationLayerKernelEx ( CLInstanceNormalizationLayerKernelEx &&  )

default

Default Move Constructor.

~CLInstanceNormalizationLayerKernelEx()

arm_compute::CLInstanceNormalizationLayerKernelEx::~CLInstanceNormalizationLayerKernelEx ( )

default

Default destructor

Member Function Documentation

configure()

void arm_compute::CLInstanceNormalizationLayerKernelEx::configure	(	ICLTensor *	input,
		ICLTensor *	output,
		ICLTensor *	gamma = nullptr,
		ICLTensor *	beta = nullptr,
		float	epsilon = 1e-12f
	)

Set the input and output tensors.

Parameters

[in,out]	input	Source tensor. Data types supported: F16/F32. Data layout supported: NCHW
[out]	output	Destination tensor. Data types and data layouts supported: same as input.
[in]	gamma	(Optional) The scale tensor applied to the normalized tensor. Defaults to nullptr
[in]	beta	(Optional) The offset tensor applied to the normalized tensor. Defaults to nullptr
[in]	epsilon	(Optional) Lower bound value for the normalization. Defaults to 1e-12

operator=() [1/2]

CLInstanceNormalizationLayerKernelEx & arm_compute::CLInstanceNormalizationLayerKernelEx::operator= ( CLInstanceNormalizationLayerKernelEx &&  )

default

Default move assignment operator

operator=() [2/2]

CLInstanceNormalizationLayerKernelEx & arm_compute::CLInstanceNormalizationLayerKernelEx::operator= ( const CLInstanceNormalizationLayerKernelEx &  )

delete

Prevent instances of this class from being copied (As this class contains pointers)

run()

void arm_compute::CLInstanceNormalizationLayerKernelEx::run ( const Window &  window, cl::CommandQueue &  queue  )

override

validate()

static Status arm_compute::CLInstanceNormalizationLayerKernelEx::validate ( const ITensorInfo *  input, const ITensorInfo *  output, const ITensorInfo *  gamma = nullptr, const ITensorInfo *  beta = nullptr, float  epsilon = 1e-12f  )

static

Static function to check if given info will lead to a valid configuration of CLInstanceNormalizationLayerEx.

Parameters

[in]	input	Source tensor info. In case of output tensor = nullptr this tensor will store the result of the normalization. Data types supported: F16/F32. Data layout supported: NHWC, NCHW
[in]	output	Destination tensor info. Data types and data layouts supported: same as input.
[in]	gamma	(Optional) The scale tensor applied to the normalized tensor. Defaults to nullptr
[in]	beta	(Optional) The offset tensor applied to the normalized tensor. Defaults to nullptr
[in]	epsilon	(Optional) Lower bound value for the normalization. Defaults to 1e-12

Returns

a status

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

• runtime/compute/ARMComputeEx/arm_compute/core/CL/kernels/CLInstanceNormalizationLayerKernelEx.h