Class for lstm sequence node. More...

#include <lstm_sequence.hpp>

Inheritance diagram for ngraph::op::v0::LSTMSequence:

Collaboration diagram for ngraph::op::v0::LSTMSequence:

Public Types
using	direction = RecurrentSequenceDirection

Public Member Functions
size_t	get_default_output_index () const override

	LSTMSequence (const Output< Node > &X, const Output< Node > &initial_hidden_state, const Output< Node > &initial_cell_state, const Output< Node > &sequence_lengths, const Output< Node > &W, const Output< Node > &R, const Output< Node > &B, const Output< Node > &P, const std::int64_t hidden_size, const direction lstm_direction, LSTMWeightsFormat weights_format=LSTMWeightsFormat::IFCO, const std::vector< float > activations_alpha={}, const std::vector< float > activations_beta={}, const std::vector< std::string > activations={"sigmoid", "tanh", "tanh"}, const float clip_threshold=0, const bool input_forget=false)

	LSTMSequence (const Output< Node > &X, const Output< Node > &initial_hidden_state, const Output< Node > &initial_cell_state, const Output< Node > &sequence_lengths, const Output< Node > &W, const Output< Node > &R, const Output< Node > &B, const std::int64_t hidden_size, const direction lstm_direction, LSTMWeightsFormat weights_format=LSTMWeightsFormat::IFCO, const std::vector< float > &activations_alpha={}, const std::vector< float > &activations_beta={}, const std::vector< std::string > &activations={"sigmoid", "tanh", "tanh"}, const float clip_threshold=0, const bool input_forget=false)

virtual void	validate_and_infer_types () override

bool	visit_attributes (AttributeVisitor &visitor) override

virtual OutputVector	decompose_op () const override

virtual std::shared_ptr< Node >	clone_with_new_inputs (const OutputVector &new_args) const override

std::vector< float >	get_activations_alpha () const

std::vector< float >	get_activations_beta () const

std::vector< std::string >	get_activations () const

float	get_clip_threshold () const

direction	get_direction () const

std::int64_t	get_hidden_size () const

bool	get_input_forget () const

LSTMWeightsFormat	get_weights_format () const

Data Fields
	NGRAPH_RTTI_DECLARATION

Detailed Description

Class for lstm sequence node.

Note: It follows notation and equations defined as in ONNX standard: https://github.com/onnx/onnx/blob/master/docs/Operators.md#LSTM

See also: LSTMCell, RNNCell, GRUCell

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

core/include/ngraph/op/lstm_sequence.hpp

Public Types

Public Member Functions

Data Fields

Detailed Description