nnf_instance_norm: Instance_norm

In torch: Tensors and Neural Networks with 'GPU' Acceleration

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

torch documentation built on June 7, 2023, 6:19 p.m.