#include <LSTM.h>

Collaboration diagram for onert::ir::operation::LSTM:

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Data Structures
struct	Param

Public Types
enum	Input { INPUT = 0 , INPUT_TO_INPUT_WEIGHTS = 1 , INPUT_TO_FORGET_WEIGHTS = 2 , INPUT_TO_CELL_WEIGHTS = 3 , INPUT_TO_OUTPUT_WEIGHTS = 4 , RECURRENT_TO_INPUT_WEIGHTS = 5 , RECURRENT_TO_FORGET_WEIGHTS = 6 , RECURRENT_TO_CELL_WEIGHTS = 7 , RECURRENT_TO_OUTPUT_WEIGHTS = 8 , CELL_TO_INPUT_WEIGHTS = 9 , CELL_TO_FORGET_WEIGHTS = 10 , CELL_TO_OUTPUT_WEIGHTS = 11 , INPUT_GATE_BIAS = 12 , FORGET_GATE_BIAS = 13 , CELL_BIAS = 14 , OUTPUT_GATE_BIAS = 15 , PROJECTION_WEIGHTS = 16 , PROJECTION_BIAS = 17 , OUTPUT_STATE_IN = 18 , CELL_STATE_IN = 19 , INPUT_LAYER_NORMALIZATION_WEIGHTS = 20 , FORGET_LAYER_NORMALIZATION_WEIGHTS = 21 , CELL_LAYER_NORMALIZATION_WEIGHTS = 22 , OUTPUT_LAYER_NORMALIZATION_WEIGHTS = 23 }

enum	Output { SCRATCH_BUFFER = 0 , OUTPUT_STATE_OUT = 1 , CELL_STATE_OUT = 2 , OUTPUT = 3 }

Public Member Functions
	LSTM (const OperandIndexSequence &inputs, const OperandIndexSequence &outputs, const Param &param)

void	accept (OperationVisitor &v) const override

std::string	name () const override

OpCode	opcode () const final

const Param &	param () const

Public Member Functions inherited from onert::ir::Operation
	Operation (OperandConstraint input_constr, const OperandIndexSequence &inputs, const OperandIndexSequence &outputs, OperandConstraint output_constr=OperandConstraint::createAny())

	Operation (OperandConstraint input_constr, OperandConstraint output_constr=OperandConstraint::createAny())

	Operation (const Operation &)=default

	Operation (Operation &&)=default

Operation &	operator= (const Operation &)=default

Operation &	operator= (Operation &&)=default

virtual	~Operation ()

void	replaceInputs (const OperandIndex &from, const OperandIndex &to) override

void	replaceOutputs (const OperandIndex &from, const OperandIndex &to) override

OperandIndexSequence &	getInputs ()

const OperandIndexSequence &	getInputs () const override

const OperandIndexSequence &	getOutputs () const override

void	setInputs (const OperandIndexSequence &indexes)

void	setOutputs (const OperandIndexSequence &indexes)

Public Member Functions inherited from onert::ir::IOperation
virtual	~IOperation ()=default

Detailed Description

Definition at line 30 of file LSTM.h.

Member Enumeration Documentation

◆ Input

enum onert::ir::operation::LSTM::Input

Enumerator
INPUT
INPUT_TO_INPUT_WEIGHTS
INPUT_TO_FORGET_WEIGHTS
INPUT_TO_CELL_WEIGHTS
INPUT_TO_OUTPUT_WEIGHTS
RECURRENT_TO_INPUT_WEIGHTS
RECURRENT_TO_FORGET_WEIGHTS
RECURRENT_TO_CELL_WEIGHTS
RECURRENT_TO_OUTPUT_WEIGHTS
CELL_TO_INPUT_WEIGHTS
CELL_TO_FORGET_WEIGHTS
CELL_TO_OUTPUT_WEIGHTS
INPUT_GATE_BIAS
FORGET_GATE_BIAS
CELL_BIAS
OUTPUT_GATE_BIAS
PROJECTION_WEIGHTS
PROJECTION_BIAS
OUTPUT_STATE_IN
CELL_STATE_IN
INPUT_LAYER_NORMALIZATION_WEIGHTS
FORGET_LAYER_NORMALIZATION_WEIGHTS
CELL_LAYER_NORMALIZATION_WEIGHTS
OUTPUT_LAYER_NORMALIZATION_WEIGHTS

Definition at line 33 of file LSTM.h.

  {
    INPUT = 0,
    INPUT_TO_INPUT_WEIGHTS = 1,
    INPUT_TO_FORGET_WEIGHTS = 2,
    INPUT_TO_CELL_WEIGHTS = 3,
    INPUT_TO_OUTPUT_WEIGHTS = 4,
    RECURRENT_TO_INPUT_WEIGHTS = 5,
    RECURRENT_TO_FORGET_WEIGHTS = 6,
    RECURRENT_TO_CELL_WEIGHTS = 7,
    RECURRENT_TO_OUTPUT_WEIGHTS = 8,
    CELL_TO_INPUT_WEIGHTS = 9,
    CELL_TO_FORGET_WEIGHTS = 10,
    CELL_TO_OUTPUT_WEIGHTS = 11,
    INPUT_GATE_BIAS = 12,
    FORGET_GATE_BIAS = 13,
    CELL_BIAS = 14,
    OUTPUT_GATE_BIAS = 15,
    PROJECTION_WEIGHTS = 16,
    PROJECTION_BIAS = 17,
    OUTPUT_STATE_IN = 18,
    CELL_STATE_IN = 19,
    INPUT_LAYER_NORMALIZATION_WEIGHTS = 20,
    FORGET_LAYER_NORMALIZATION_WEIGHTS = 21,
    CELL_LAYER_NORMALIZATION_WEIGHTS = 22,
    OUTPUT_LAYER_NORMALIZATION_WEIGHTS = 23,
  };

◆ Output

enum onert::ir::operation::LSTM::Output

Enumerator
SCRATCH_BUFFER
OUTPUT_STATE_OUT
CELL_STATE_OUT
OUTPUT

Definition at line 61 of file LSTM.h.

  {
    SCRATCH_BUFFER = 0,
    OUTPUT_STATE_OUT = 1,
    CELL_STATE_OUT = 2,
    OUTPUT = 3
  };

Constructor & Destructor Documentation

◆ LSTM()

onert::ir::operation::LSTM::LSTM	(	const OperandIndexSequence &	inputs,
		const OperandIndexSequence &	outputs,
		const Param &	param
	)

Definition at line 29 of file LSTM.cc.

  : Operation{OperandConstraint::createInRange(20u, 24u), inputs, outputs}, _param{param}
{
}

Member Function Documentation

◆ accept()

void onert::ir::operation::LSTM::accept ( OperationVisitor & v ) const

overridevirtual

Implements onert::ir::IOperation.

Definition at line 27 of file LSTM.cc.

27{ v.visit(*this); }

◆ name()

std::string onert::ir::operation::LSTM::name ( ) const

overridevirtual

Reimplemented from onert::ir::IOperation.

Definition at line 35 of file LSTM.cc.

{
  if (getOutputs().at(Output::SCRATCH_BUFFER).undefined())
    return std::string{"UnidirectionalSequenceLSTM"};
  else
    return Operation::name();
}

References onert::ir::Operation::getOutputs(), onert::ir::IOperation::name(), and SCRATCH_BUFFER.

Referenced by onert::ir::OperationDumper::visit().

◆ opcode()

OpCode onert::ir::operation::LSTM::opcode ( ) const

inlinefinalvirtual

Implements onert::ir::IOperation.

Definition at line 83 of file LSTM.h.

83{ return OpCode::LSTM; }

◆ param()

const Param & onert::ir::operation::LSTM::param ( ) const

inline

Definition at line 86 of file LSTM.h.

86{ return _param; }

Referenced by onert::backend::acl_common::kernelGenLSTM(), onert::backend::cpu::KernelGenerator::visit(), onert::compiler::ShapeValidator::visit(), and onert::exec::DynamicShapeInferer::visit().

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

runtime/onert/core/include/ir/operation/LSTM.h
runtime/onert/core/src/ir/operation/LSTM.cc

Data Structures

Public Types

Public Member Functions