nnf_instance_norm {torch}

Instance_norm

Description

Applies Instance Normalization for each channel in each data sample in a batch.

Usage

nnf_instance_norm(
  input,
  running_mean = NULL,
  running_var = NULL,
  weight = NULL,
  bias = NULL,
  use_input_stats = TRUE,
  momentum = 0.1,
  eps = 1e-05
)

Arguments

input

the input tensor

running_mean

the running_mean tensor

running_var

the running var tensor

weight

the weight tensor

bias

the bias tensor

use_input_stats

whether to use input stats

momentum

a double for the momentum

eps

an eps double for numerical stability