luci_interpreter::kernels::RmsNorm Class Reference

#include <RmsNorm.h>

Collaboration diagram for luci_interpreter::kernels::RmsNorm:

Public Member Functions
	RmsNorm (const Tensor *input, const Tensor *gamma, Tensor *output, const RmsNormParams &params)
const Tensor *	input () const
const Tensor *	gamma () const
Tensor *	output () const
void	configure () override
void	execute () const override
Public Member Functions inherited from luci_interpreter::KernelWithParams< RmsNormParams >
const RmsNormParams &	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< RmsNormParams >
	KernelWithParams (std::vector< const Tensor * > inputs, std::vector< Tensor * > outputs, const RmsNormParams &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< RmsNormParams >
const RmsNormParams	_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 RmsNorm.h.

Constructor & Destructor Documentation

RmsNorm()

luci_interpreter::kernels::RmsNorm::RmsNorm	(	const Tensor *	input,
		const Tensor *	gamma,
		Tensor *	output,
		const RmsNormParams &	params
	)

Definition at line 29 of file RmsNorm.cpp.

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

References gamma(), and input().

Member Function Documentation

configure()

void luci_interpreter::kernels::RmsNorm::configure ( )

overridevirtual

Implements luci_interpreter::Kernel.

Definition at line 35 of file RmsNorm.cpp.

{
  auto num_dims = input()->shape().num_dims();
  LUCI_INTERPRETER_CHECK(num_dims == 3 || num_dims == 4);
  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(num_dims - 1)) ||
                         (gamma()->shape().dim(0) == 1));
 
  output()->resize(input()->shape());
}

References gamma(), input(), LUCI_INTERPRETER_CHECK, luci_interpreter::Shape::num_dims(), output(), luci_interpreter::Tensor::resize(), and luci_interpreter::Tensor::shape().

execute()

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

overridevirtual

Implements luci_interpreter::Kernel.

Definition at line 48 of file RmsNorm.cpp.

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

References input().

gamma()

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

inline

Definition at line 34 of file RmsNorm.h.

{ return _inputs[1]; }

References luci_interpreter::Kernel::_inputs.

Referenced by configure(), and RmsNorm().

input()

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

inline

Definition at line 33 of file RmsNorm.h.

{ return _inputs[0]; }

References luci_interpreter::Kernel::_inputs.

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

output()

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

inline

Definition at line 35 of file RmsNorm.h.

{ return _outputs[0]; }

References luci_interpreter::Kernel::_outputs.

Referenced by configure().

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

• compiler/luci-interpreter/src/kernels/RmsNorm.h
• compiler/luci-interpreter/src/kernels/RmsNorm.cpp