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()