tf.random.normal

TensorFlow 1 version View source on GitHub

Outputs random values from a normal distribution.

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.random.normal, tf.compat.v1.random_normal

 
tf.random.normal(
    shape, mean=0.0, stddev=1.0, dtype=tf.dtypes.float32, seed=None, name=None
)

shape A 1-D integer Tensor or Python array. The shape of the output tensor.
mean A 0-D Tensor or Python value of type dtype. The mean of the normal distribution.
stddev A 0-D Tensor or Python value of type dtype. The standard deviation of the normal distribution.
dtype The type of the output.
seed A Python integer. Used to create a random seed for the distribution. See tf.compat.v1.set_random_seed for behavior.
name A name for the operation (optional).

A tensor of the specified shape filled with random normal values.