#include <L2Normalize.h>

Collaboration diagram for luci_interpreter::kernels::L2Normalize:

[legend]

Public Member Functions
	L2Normalize (const Tensor input, Tensor output, const L2NormParams &params)

const Tensor *	input () const

Tensor *	output () const

void	configure () override

void	execute () const override

Public Member Functions inherited from luci_interpreter::KernelWithParams< L2NormParams >
const L2NormParams &	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< L2NormParams >
	KernelWithParams (std::vector< const Tensor * > inputs, std::vector< Tensor * > outputs, const L2NormParams &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< L2NormParams >
const L2NormParams	_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 L2Normalize.h.

Constructor & Destructor Documentation

◆ L2Normalize()

L2Normalize::L2Normalize	(	const Tensor *	input,
		Tensor *	output,
		const L2NormParams &	params
	)

Definition at line 30 of file L2Normalize.cpp.

  : KernelWithParams<L2NormParams>({input}, {output}, params)
{
}

References input().

Member Function Documentation

◆ configure()

void L2Normalize::configure ( )

overridevirtual

Implements luci_interpreter::Kernel.

Definition at line 35 of file L2Normalize.cpp.

{
  LUCI_INTERPRETER_CHECK(input()->shape().num_dims() <= 4);
  LUCI_INTERPRETER_CHECK(output()->element_type() == DataType::FLOAT32 ||
                         output()->element_type() == DataType::U8);
  LUCI_INTERPRETER_CHECK(input()->element_type() == output()->element_type());
  if (output()->element_type() == DataType::U8)
  {
    LUCI_INTERPRETER_CHECK(output()->scale() == (1. / 128.));
    LUCI_INTERPRETER_CHECK(output()->zero_point() == 128);
  }
  LUCI_INTERPRETER_CHECK(params().activation == Activation::NONE);
  output()->resize(input()->shape());
}

References input(), LUCI_INTERPRETER_CHECK, output(), luci_interpreter::KernelWithParams< L2NormParams >::params(), and luci_interpreter::Tensor::resize().

◆ execute()

void L2Normalize::execute ( ) const

overridevirtual

Implements luci_interpreter::Kernel.

Definition at line 50 of file L2Normalize.cpp.

{
  switch (output()->element_type())
  {
    case DataType::FLOAT32:
      eval<float>(0);
      break;
    case DataType::U8:
      eval<uint8_t>(input()->zero_point());
      break;
    default:
      throw std::runtime_error("luci-intp L2Normalize Unsupported type.");
  }
}