21.02
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Interface for performing an instance normalization. More...
#include <NEInstanceNormalizationLayerKernel.h>
Public Member Functions | |
const char * | name () const override |
Name of the kernel. More... | |
NEInstanceNormalizationLayerKernel () | |
Default constructor. More... | |
NEInstanceNormalizationLayerKernel (const NEInstanceNormalizationLayerKernel &)=delete | |
Prevent instances of this class from being copied (As this class contains pointers) More... | |
NEInstanceNormalizationLayerKernel & | operator= (const NEInstanceNormalizationLayerKernel &)=delete |
Prevent instances of this class from being copied (As this class contains pointers) More... | |
NEInstanceNormalizationLayerKernel (NEInstanceNormalizationLayerKernel &&)=default | |
Allow instances of this class to be moved. More... | |
NEInstanceNormalizationLayerKernel & | operator= (NEInstanceNormalizationLayerKernel &&)=default |
Allow instances of this class to be moved. More... | |
~NEInstanceNormalizationLayerKernel ()=default | |
Default destructor. More... | |
void | configure (ITensor *input, ITensor *output, const InstanceNormalizationLayerKernelInfo &info) |
Set the input and output tensors. More... | |
void | run (const Window &window, const ThreadInfo &info) override |
Execute the kernel on the passed window. More... | |
Public Member Functions inherited from ICPPKernel | |
virtual | ~ICPPKernel ()=default |
Default destructor. More... | |
virtual void | run_nd (const Window &window, const ThreadInfo &info, const Window &thread_locator) |
legacy compatibility layer for implemantions which do not support thread_locator In these cases we simply narrow the interface down the legacy version More... | |
virtual void | run_op (ITensorPack &tensors, const Window &window, const ThreadInfo &info) |
Execute the kernel on the passed window. More... | |
Public Member Functions inherited from IKernel | |
IKernel () | |
Constructor. More... | |
virtual | ~IKernel ()=default |
Destructor. More... | |
virtual bool | is_parallelisable () const |
Indicates whether or not the kernel is parallelisable. More... | |
virtual BorderSize | border_size () const |
The size of the border for that kernel. More... | |
const Window & | window () const |
The maximum window the kernel can be executed on. More... | |
Static Public Member Functions | |
static Status | validate (const ITensorInfo *input, const ITensorInfo *output, const InstanceNormalizationLayerKernelInfo &info) |
Static function to check if given info will lead to a valid configuration of NEInstanceNormalizationLayer. More... | |
Interface for performing an instance normalization.
Definition at line 35 of file NEInstanceNormalizationLayerKernel.h.
Default constructor.
Definition at line 215 of file NEInstanceNormalizationLayerKernel.cpp.
Referenced by NEInstanceNormalizationLayerKernel::name().
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delete |
Prevent instances of this class from being copied (As this class contains pointers)
Allow instances of this class to be moved.
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default |
Default destructor.
Referenced by NEInstanceNormalizationLayerKernel::name().
void configure | ( | ITensor * | input, |
ITensor * | output, | ||
const InstanceNormalizationLayerKernelInfo & | info | ||
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Set the input and output tensors.
[in,out] | input | Source tensor. Data types supported: F16/F32. Data layout supported: NCHW In case of output tensor = nullptr this tensor will store the result of the normalization. |
[out] | output | Destination tensor. Data types and data layouts supported: same as input . |
[in] | info | Kernel meta-data descriptor |
Definition at line 220 of file NEInstanceNormalizationLayerKernel.cpp.
References ARM_COMPUTE_ERROR, ARM_COMPUTE_ERROR_ON_NULLPTR, ARM_COMPUTE_ERROR_THROW_ON, InstanceNormalizationLayerKernelInfo::beta, ITensorInfo::data_type(), InstanceNormalizationLayerKernelInfo::epsilon, arm_compute::F16, arm_compute::F32, InstanceNormalizationLayerKernelInfo::gamma, ITensor::info(), arm_compute::test::validation::input, InstanceNormalizationLayerKernelInfo::use_mixed_precision, and arm_compute::validate_arguments().
Referenced by NEInstanceNormalizationLayerKernel::name().
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inlineoverridevirtual |
Name of the kernel.
Implements ICPPKernel.
Definition at line 38 of file NEInstanceNormalizationLayerKernel.h.
References NEInstanceNormalizationLayerKernel::configure(), arm_compute::quantization::epsilon, arm_compute::test::validation::info, arm_compute::test::validation::input, NEInstanceNormalizationLayerKernel::NEInstanceNormalizationLayerKernel(), NEInstanceNormalizationLayerKernel::operator=(), NEInstanceNormalizationLayerKernel::run(), NEInstanceNormalizationLayerKernel::validate(), IKernel::window(), and NEInstanceNormalizationLayerKernel::~NEInstanceNormalizationLayerKernel().
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delete |
Prevent instances of this class from being copied (As this class contains pointers)
Referenced by NEInstanceNormalizationLayerKernel::name().
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default |
Allow instances of this class to be moved.
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overridevirtual |
Execute the kernel on the passed window.
[in] | window | Region on which to execute the kernel. (Must be a region of the window returned by window()) |
[in] | info | Info about executing thread and CPU. |
Reimplemented from ICPPKernel.
Definition at line 269 of file NEInstanceNormalizationLayerKernel.cpp.
References ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW, ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL, ARM_COMPUTE_UNUSED, and IKernel::window().
Referenced by NEInstanceNormalizationLayerKernel::name().
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static |
Static function to check if given info will lead to a valid configuration of NEInstanceNormalizationLayer.
[in] | input | Source tensor info. Data types supported: F16/F32. Data layout supported: NCHW |
[in] | output | Destination tensor info. Data types and data layouts supported: same as input . |
[in] | info | Kernel meta-data descriptor |
Definition at line 262 of file NEInstanceNormalizationLayerKernel.cpp.
References ARM_COMPUTE_RETURN_ON_ERROR, InstanceNormalizationLayerKernelInfo::beta, ICloneable< T >::clone(), InstanceNormalizationLayerKernelInfo::epsilon, InstanceNormalizationLayerKernelInfo::gamma, and arm_compute::validate_arguments().
Referenced by NEInstanceNormalizationLayerKernel::name(), and NEInstanceNormalizationLayer::validate().