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