Description

Parameters for integer LSTM, as defined in TFLM.

Data Fields
int32_t	time_major
	Nonzero (true) if first row of data is timestamps for input.

cy_nn_scaling	input_to_input_scaling

cy_nn_scaling	input_to_forget_scaling

cy_nn_scaling	input_to_cell_scaling

cy_nn_scaling	input_to_output_scaling

cy_nn_scaling	recurrent_to_input_scaling

cy_nn_scaling	recurrent_to_forget_scaling

cy_nn_scaling	recurrent_to_cell_scaling

cy_nn_scaling	recurrent_to_output_scaling

cy_nn_scaling	hidden_scaling

int32_t	cell_state_shift

int32_t	hidden_offset

int32_t	output_state_offset

int32_t	input_offset

const int32_t *	input_gate_bias

const int32_t *	forget_gate_bias

const int32_t *	cell_gate_bias

const int32_t *	output_gate_bias

Field Documentation

◆ time_major

int32_t cy_nn_lstm_params::time_major

Nonzero (true) if first row of data is timestamps for input.

◆ input_to_input_scaling

cy_nn_scaling cy_nn_lstm_params::input_to_input_scaling

◆ input_to_forget_scaling

cy_nn_scaling cy_nn_lstm_params::input_to_forget_scaling

◆ input_to_cell_scaling

cy_nn_scaling cy_nn_lstm_params::input_to_cell_scaling

◆ input_to_output_scaling

cy_nn_scaling cy_nn_lstm_params::input_to_output_scaling

◆ recurrent_to_input_scaling

cy_nn_scaling cy_nn_lstm_params::recurrent_to_input_scaling

◆ recurrent_to_forget_scaling

cy_nn_scaling cy_nn_lstm_params::recurrent_to_forget_scaling

◆ recurrent_to_cell_scaling

cy_nn_scaling cy_nn_lstm_params::recurrent_to_cell_scaling

◆ recurrent_to_output_scaling

cy_nn_scaling cy_nn_lstm_params::recurrent_to_output_scaling

◆ hidden_scaling

cy_nn_scaling cy_nn_lstm_params::hidden_scaling

◆ cell_state_shift

int32_t cy_nn_lstm_params::cell_state_shift

◆ hidden_offset

int32_t cy_nn_lstm_params::hidden_offset

◆ output_state_offset

int32_t cy_nn_lstm_params::output_state_offset

◆ input_offset

int32_t cy_nn_lstm_params::input_offset

◆ input_gate_bias

const int32_t* cy_nn_lstm_params::input_gate_bias

◆ forget_gate_bias

const int32_t* cy_nn_lstm_params::forget_gate_bias

◆ cell_gate_bias

const int32_t* cy_nn_lstm_params::cell_gate_bias

◆ output_gate_bias

const int32_t* cy_nn_lstm_params::output_gate_bias