#include <LocalResponseNormalization.h>

Collaboration diagram for luci_interpreter::kernels::LocalResponseNormalization:

[legend]

Public Member Functions
	LocalResponseNormalization (const Tensor input, Tensor output, const LocalResponseNormalizationParams &params)

const Tensor *	input () const

Tensor *	output () const

void	configure () override

void	execute () const override

	LocalResponseNormalization (const Tensor input, Tensor output, const LocalResponseNormalizationParams &params)

const Tensor *	input () const

Tensor *	output () const

void	configure () override

void	execute () const override

Public Member Functions inherited from luci_interpreter::KernelWithParams< LocalResponseNormalizationParams >
const LocalResponseNormalizationParams &	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< LocalResponseNormalizationParams >
	KernelWithParams (std::vector< const Tensor * > inputs, std::vector< Tensor * > outputs, const LocalResponseNormalizationParams &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< LocalResponseNormalizationParams >
const LocalResponseNormalizationParams	_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 LocalResponseNormalization.h.

Constructor & Destructor Documentation

◆ LocalResponseNormalization() [1/2]

luci_interpreter::kernels::LocalResponseNormalization::LocalResponseNormalization	(	const Tensor *	input,
		Tensor *	output,
		const LocalResponseNormalizationParams &	params
	)

Definition at line 31 of file LocalResponseNormalization.cpp.

  : KernelWithParams<LocalResponseNormalizationParams>({input}, {output}, params)
{
}

References input().

◆ LocalResponseNormalization() [2/2]

luci_interpreter::kernels::LocalResponseNormalization::LocalResponseNormalization	(	const Tensor *	input,
		Tensor *	output,
		const LocalResponseNormalizationParams &	params
	)

Member Function Documentation

◆ configure() [1/2]

void luci_interpreter::kernels::LocalResponseNormalization::configure ( )

overridevirtual

Implements luci_interpreter::Kernel.

Definition at line 37 of file LocalResponseNormalization.cpp.

{
  LUCI_INTERPRETER_CHECK(input()->shape().num_dims() == 4);
  LUCI_INTERPRETER_CHECK(output()->element_type() == DataType::FLOAT32);
  LUCI_INTERPRETER_CHECK(input()->element_type() == output()->element_type());
  output()->resize(input()->shape());
}

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

◆ configure() [2/2]

void luci_interpreter::kernels::LocalResponseNormalization::configure ( )

overridevirtual

Implements luci_interpreter::Kernel.

◆ execute() [1/2]

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

overridevirtual

Implements luci_interpreter::Kernel.

Definition at line 45 of file LocalResponseNormalization.cpp.

{
  switch (output()->element_type())
  {
    case DataType::FLOAT32:
      tflite::LocalResponseNormalizationParams op_params;
      op_params.range = params().radius;
      op_params.bias = params().bias;
      op_params.alpha = params().alpha;
      op_params.beta = params().beta;
      luci_interpreter_pal::LocalResponseNormalization(
        op_params, getTensorShape(input()), getTensorData<float>(input()), getTensorShape(output()),
        getTensorData<float>(output()));
      break;
    default:
      throw std::runtime_error("luci-intp LocalResponseNormalizartion Unsupported type.");
  }
}