nnf_local_response_norm {torch}

Local_response_norm

Description

Applies local response normalization over an input signal composed of several input planes, where channels occupy the second dimension. Applies normalization across channels.

Usage

nnf_local_response_norm(input, size, alpha = 1e-04, beta = 0.75, k = 1)

Arguments

input

the input tensor

size

amount of neighbouring channels used for normalization

alpha

multiplicative factor. Default: 0.0001

beta

exponent. Default: 0.75

k

additive factor. Default: 1