sTIDL_BatchNormParams_t Struct Reference

Detailed Description

This structure define the parameters of Batch Norm layer in TIDL.

Data Fields
int32_t	weights
int32_t	bias
int32_t	numChannels
int32_t	biasQ
int32_t	inDataQ
int32_t	outDataQ
int32_t	weightsQ
float32_tidl	weightScale
float32_tidl	biasScale
int32_t	zeroWeightValue

Field Documentation

weights

int32_t sTIDL_BatchNormParams_t::weights

Offset for kernel parameters

bias

int32_t sTIDL_BatchNormParams_t::bias

Offset for bias parameters

numChannels

int32_t sTIDL_BatchNormParams_t::numChannels

Number of channels channels to be processed

biasQ

int32_t sTIDL_BatchNormParams_t::biasQ

Q value of Bias parameter

inDataQ

int32_t sTIDL_BatchNormParams_t::inDataQ

Q value of the in data

outDataQ

int32_t sTIDL_BatchNormParams_t::outDataQ

Q value expected for out data

weightsQ

int32_t sTIDL_BatchNormParams_t::weightsQ

Q value of Kernel weights

weightScale

float32_tidl sTIDL_BatchNormParams_t::weightScale

floating point scale for weight

biasScale

float32_tidl sTIDL_BatchNormParams_t::biasScale

floating point scale for bias

zeroWeightValue

int32_t sTIDL_BatchNormParams_t::zeroWeightValue

value of weights added for dynamic quantSytle