nmsis_nn_lstm_params Struct Reference

Data Fields
int32_t	time_major
int32_t	batch_size
int32_t	time_steps
int32_t	input_size
int32_t	hidden_size
int32_t	input_offset
int32_t	forget_to_cell_multiplier
int32_t	forget_to_cell_shift
int32_t	input_to_cell_multiplier
int32_t	input_to_cell_shift
int32_t	cell_clip
int32_t	cell_scale_power
int32_t	output_multiplier
int32_t	output_shift
int32_t	output_offset
nmsis_nn_lstm_gate	forget_gate
nmsis_nn_lstm_gate	input_gate
nmsis_nn_lstm_gate	cell_gate
nmsis_nn_lstm_gate	output_gate

Detailed Description

NMSIS-NN object for LSTM parameters

Field Documentation

batch_size

int32_t nmsis_nn_lstm_params::batch_size

cell_clip

int32_t nmsis_nn_lstm_params::cell_clip

Min/max value of cell output

cell_gate

nmsis_nn_lstm_gate nmsis_nn_lstm_params::cell_gate

cell_scale_power

int32_t nmsis_nn_lstm_params::cell_scale_power

forget_gate

nmsis_nn_lstm_gate nmsis_nn_lstm_params::forget_gate

forget_to_cell_multiplier

int32_t nmsis_nn_lstm_params::forget_to_cell_multiplier

forget_to_cell_shift

int32_t nmsis_nn_lstm_params::forget_to_cell_shift

hidden_size

int32_t nmsis_nn_lstm_params::hidden_size

Size of output from the LSTM cell, used as output and recursively into the next time step

input_gate

nmsis_nn_lstm_gate nmsis_nn_lstm_params::input_gate

input_offset

int32_t nmsis_nn_lstm_params::input_offset

input_size

int32_t nmsis_nn_lstm_params::input_size

Size of new data input into the LSTM cell

input_to_cell_multiplier

int32_t nmsis_nn_lstm_params::input_to_cell_multiplier

input_to_cell_shift

int32_t nmsis_nn_lstm_params::input_to_cell_shift

output_gate

nmsis_nn_lstm_gate nmsis_nn_lstm_params::output_gate

output_multiplier

int32_t nmsis_nn_lstm_params::output_multiplier

output_offset

int32_t nmsis_nn_lstm_params::output_offset

output_shift

int32_t nmsis_nn_lstm_params::output_shift

time_major

int32_t nmsis_nn_lstm_params::time_major

0 if first dimension is batch, else first dimension is time

time_steps

int32_t nmsis_nn_lstm_params::time_steps