nnf_instance_norm function

Instance_norm

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

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