luci_interpreter::kernels::InstanceNorm Class Reference

#include <InstanceNorm.h>

Collaboration diagram for luci_interpreter::kernels::InstanceNorm:

Public Member Functions
	InstanceNorm (const Tensor *input, const Tensor *gamma, const Tensor *beta, Tensor *output, const InstanceNormParams &params)
const Tensor *	input () const
const Tensor *	gamma () const
const Tensor *	beta () const
Tensor *	output () const
void	configure () override
void	execute () const override
	InstanceNorm (const Tensor *input, const Tensor *gamma, const Tensor *beta, Tensor *output, const InstanceNormParams &params)
const Tensor *	input () const
const Tensor *	gamma () const
const Tensor *	beta () const
Tensor *	output () const
void	configure () override
void	execute () const override
Public Member Functions inherited from luci_interpreter::KernelWithParams< InstanceNormParams >
const InstanceNormParams &	params () const
Public Member Functions inherited from luci_interpreter::Kernel
virtual	~Kernel ()=default
const std::vector< const Tensor * > &	getInputTensors () const
const std::vector< Tensor * > &	getOutputTensors () const

Additional Inherited Members
Protected Member Functions inherited from luci_interpreter::KernelWithParams< InstanceNormParams >
	KernelWithParams (std::vector< const Tensor * > inputs, std::vector< Tensor * > outputs, const InstanceNormParams &params)
Protected Member Functions inherited from luci_interpreter::Kernel
	Kernel (std::vector< const Tensor * > inputs, std::vector< Tensor * > outputs)
Protected Attributes inherited from luci_interpreter::KernelWithParams< InstanceNormParams >
const InstanceNormParams	_params
Protected Attributes inherited from luci_interpreter::Kernel
const std::vector< const Tensor * >	_inputs
const std::vector< Tensor * >	_outputs

Detailed Description

Definition at line 28 of file InstanceNorm.h.

Constructor & Destructor Documentation

InstanceNorm() [1/2]

luci_interpreter::kernels::InstanceNorm::InstanceNorm	(	const Tensor *	input,
		const Tensor *	gamma,
		const Tensor *	beta,
		Tensor *	output,
		const InstanceNormParams &	params
	)

Definition at line 29 of file InstanceNorm.cpp.

  : KernelWithParams<InstanceNormParams>({input, gamma, beta}, {output}, params)
{
}

References beta(), gamma(), and input().

InstanceNorm() [2/2]

luci_interpreter::kernels::InstanceNorm::InstanceNorm	(	const Tensor *	input,
		const Tensor *	gamma,
		const Tensor *	beta,
		Tensor *	output,
		const InstanceNormParams &	params
	)

Member Function Documentation

beta() [1/2]

const Tensor * luci_interpreter::kernels::InstanceNorm::beta ( ) const

inline

Definition at line 36 of file InstanceNorm.h.

{ return _inputs[2]; }

References luci_interpreter::Kernel::_inputs.

Referenced by configure(), and InstanceNorm().

beta() [2/2]

const Tensor * luci_interpreter::kernels::InstanceNorm::beta ( ) const

inline

Definition at line 36 of file InstanceNorm.h.

{ return _inputs[2]; }

References luci_interpreter::Kernel::_inputs.

configure() [1/2]

void luci_interpreter::kernels::InstanceNorm::configure ( )

overridevirtual

Implements luci_interpreter::Kernel.

Definition at line 35 of file InstanceNorm.cpp.

{
  LUCI_INTERPRETER_CHECK(input()->element_type() == output()->element_type());
  LUCI_INTERPRETER_CHECK(gamma()->element_type() == input()->element_type());
  if (input()->shape().num_dims() == 4)
  {
    LUCI_INTERPRETER_CHECK(input()->shape().num_dims() == 4);
    LUCI_INTERPRETER_CHECK(gamma()->shape().num_dims() == 1);
    LUCI_INTERPRETER_CHECK(gamma()->shape().dim(0) == input()->shape().dim(3) ||
                           gamma()->shape().dim(0) == 1);
    LUCI_INTERPRETER_CHECK(beta()->element_type() == input()->element_type());
    LUCI_INTERPRETER_CHECK(beta()->shape().num_dims() == 1);
    LUCI_INTERPRETER_CHECK(beta()->shape().dim(0) == input()->shape().dim(3) ||
                           beta()->shape().dim(0) == 1);
  }
  else if (input()->shape().num_dims() == 3)
  {
    LUCI_INTERPRETER_CHECK(input()->shape().num_dims() == 3);
    LUCI_INTERPRETER_CHECK(input()->element_type() == output()->element_type());
    LUCI_INTERPRETER_CHECK(gamma()->element_type() == input()->element_type());
    LUCI_INTERPRETER_CHECK(gamma()->shape().num_dims() == 1);
    LUCI_INTERPRETER_CHECK(gamma()->shape().dim(0) == input()->shape().dim(1) ||
                           gamma()->shape().dim(0) == 1);
    LUCI_INTERPRETER_CHECK(beta()->element_type() == input()->element_type());
    LUCI_INTERPRETER_CHECK(beta()->shape().num_dims() == 1);
    LUCI_INTERPRETER_CHECK(beta()->shape().dim(0) == input()->shape().dim(1) ||
                           beta()->shape().dim(0) == 1);
  }
  else
    LUCI_INTERPRETER_CHECK(false && "luci-intp InstanceNorm unsupported rank.");
 
  output()->resize(input()->shape());
}

References beta(), gamma(), input(), LUCI_INTERPRETER_CHECK, output(), and luci_interpreter::Tensor::resize().

configure() [2/2]

void luci_interpreter::kernels::InstanceNorm::configure ( )

overridevirtual

Implements luci_interpreter::Kernel.

execute() [1/2]

void luci_interpreter::kernels::InstanceNorm::execute ( ) const

overridevirtual

Implements luci_interpreter::Kernel.

Definition at line 69 of file InstanceNorm.cpp.

{
  switch (input()->element_type())
  {
    case DataType::FLOAT32:
      evalFloat();
      break;
    default:
      throw std::runtime_error("luci-intp InstanceNorm Unsupported type.");
  }
}

References input().

execute() [2/2]

void luci_interpreter::kernels::InstanceNorm::execute ( ) const

overridevirtual

Implements luci_interpreter::Kernel.

gamma() [1/2]

const Tensor * luci_interpreter::kernels::InstanceNorm::gamma ( ) const

inline

Definition at line 35 of file InstanceNorm.h.

{ return _inputs[1]; }

References luci_interpreter::Kernel::_inputs.

Referenced by configure(), and InstanceNorm().

gamma() [2/2]

const Tensor * luci_interpreter::kernels::InstanceNorm::gamma ( ) const

inline

Definition at line 35 of file InstanceNorm.h.

{ return _inputs[1]; }

References luci_interpreter::Kernel::_inputs.

input() [1/2]

const Tensor * luci_interpreter::kernels::InstanceNorm::input ( ) const

inline

Definition at line 34 of file InstanceNorm.h.

{ return _inputs[0]; }

References luci_interpreter::Kernel::_inputs.

Referenced by configure(), execute(), and InstanceNorm().

input() [2/2]

const Tensor * luci_interpreter::kernels::InstanceNorm::input ( ) const

inline

Definition at line 34 of file InstanceNorm.h.

{ return _inputs[0]; }

References luci_interpreter::Kernel::_inputs.

output() [1/2]

Tensor * luci_interpreter::kernels::InstanceNorm::output ( ) const

inline

Definition at line 37 of file InstanceNorm.h.

{ return _outputs[0]; }

References luci_interpreter::Kernel::_outputs.

Referenced by configure().

output() [2/2]

Tensor * luci_interpreter::kernels::InstanceNorm::output ( ) const

inline

Definition at line 37 of file InstanceNorm.h.

{ return _outputs[0]; }

References luci_interpreter::Kernel::_outputs.

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

• compiler/luci-interpreter/src/kernels/InstanceNorm.h
• onert-micro/luci-interpreter/src/kernels/InstanceNorm.h
• compiler/luci-interpreter/src/kernels/InstanceNorm.cpp
• onert-micro/luci-interpreter/src/kernels/InstanceNorm.cpp