tf.nn.normalize_moments
Calculate the mean and variance of based on the sufficient statistics.
tf.nn.normalize_moments(
counts, mean_ss, variance_ss, shift, name=None
)
| Args |
|---|
counts | A Tensor containing the total count of the data (one value). |
mean_ss | A Tensor containing the mean sufficient statistics: the (possibly shifted) sum of the elements to average over. |
variance_ss | A Tensor containing the variance sufficient statistics: the (possibly shifted) squared sum of the data to compute the variance over. |
shift | A Tensor containing the value by which the data is shifted for numerical stability, or None if no shift was performed. |
name | Name used to scope the operations that compute the moments. |
| Returns |
|---|
Two Tensor objects: mean and variance. |