initializer_truncated_normal
Initializer that generates a truncated normal distribution.
Description
These values are similar to values from an initializer_random_normal()
except that values more than two standard deviations from the mean are discarded and re-drawn. This is the recommended initializer for neural network weights and filters.
Usage
initializer_truncated_normal(mean = 0, stddev = 0.05, seed = NULL)
Arguments
Arguments | Description |
---|---|
mean | Mean of the random values to generate. |
stddev | Standard deviation of the random values to generate. |
seed | Integer used to seed the random generator. |
See Also
Other initializers: initializer_constant()
, initializer_glorot_normal()
, initializer_glorot_uniform()
, initializer_he_normal()
, initializer_he_uniform()
, initializer_identity()
, initializer_lecun_normal()
, initializer_lecun_uniform()
, initializer_ones()
, initializer_orthogonal()
, initializer_random_normal()
, initializer_random_uniform()
, initializer_variance_scaling()
, initializer_zeros()