Aliases:
tf.random.normal
tf.random_normal
tf.random.normal(
shape,
mean=0.0,
stddev=1.0,
dtype=tf.dtypes.float32,
seed=None,
name=None
)
Defined in tensorflow/python/ops/random_ops.py
.
Outputs random values from a normal distribution.
Args:
shape
: A 1-D integer Tensor or Python array. The shape of the output tensor.mean
: A 0-D Tensor or Python value of typedtype
. The mean of the normal distribution.stddev
: A 0-D Tensor or Python value of typedtype
. 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. Seetf.set_random_seed
for behavior.name
: A name for the operation (optional).
Returns:
A tensor of the specified shape filled with random normal values.