cmsis_nn_dw_conv_params Struct Reference

Data Fields
int32_t	input_offset
int32_t	output_offset
int32_t	ch_mult
cmsis_nn_tile	stride
cmsis_nn_tile	padding
cmsis_nn_tile	dilation
cmsis_nn_activation	activation

Description

CMSIS-NN object for Depthwise convolution layer parameters

Field Documentation

cmsis_nn_activation cmsis_nn_dw_conv_params::activation

Referenced by arm_depthwise_conv_3x3_s8(), arm_depthwise_conv_s16(), arm_depthwise_conv_s8(), and arm_depthwise_conv_s8_opt().

int32_t cmsis_nn_dw_conv_params::ch_mult

Channel Multiplier. ch_mult * in_ch = out_ch

Referenced by arm_depthwise_conv_s16(), arm_depthwise_conv_s8(), and arm_depthwise_conv_wrapper_s8().

cmsis_nn_tile cmsis_nn_dw_conv_params::dilation

Referenced by arm_depthwise_conv_s16(), arm_depthwise_conv_s8(), arm_depthwise_conv_wrapper_s8(), and arm_depthwise_conv_wrapper_s8_get_buffer_size().

int32_t cmsis_nn_dw_conv_params::input_offset

Zero value for the input tensor

Referenced by arm_depthwise_conv_3x3_s8(), arm_depthwise_conv_s8(), and arm_depthwise_conv_s8_opt().

int32_t cmsis_nn_dw_conv_params::output_offset

Zero value for the output tensor

Referenced by arm_depthwise_conv_3x3_s8(), arm_depthwise_conv_s8(), and arm_depthwise_conv_s8_opt().

cmsis_nn_tile cmsis_nn_dw_conv_params::padding

Referenced by arm_depthwise_conv_3x3_s8(), arm_depthwise_conv_s16(), arm_depthwise_conv_s8(), arm_depthwise_conv_s8_opt(), and arm_depthwise_conv_wrapper_s8().

cmsis_nn_tile cmsis_nn_dw_conv_params::stride

Referenced by arm_depthwise_conv_3x3_s8(), arm_depthwise_conv_s16(), arm_depthwise_conv_s8(), and arm_depthwise_conv_s8_opt().