tf.keras.backend.truncated_normal

TensorFlow 1 version View source on GitHub

Returns a tensor with truncated random normal distribution of values.

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.keras.backend.truncated_normal

 
tf.keras.backend.truncated_normal(
    shape, mean=0.0, stddev=1.0, dtype=None, seed=None
)

The generated values follow a normal distribution with specified mean and standard deviation, except that values whose magnitude is more than two standard deviations from the mean are dropped and re-picked.

shape A tuple of integers, the shape of tensor to create.
mean Mean of the values.
stddev Standard deviation of the values.
dtype String, dtype of returned tensor.
seed Integer, random seed.

A tensor.