tf.random.create_rng_state

Creates a RNG state from an integer or a vector.

View aliases

Main aliases

tf.random.experimental.create_rng_state

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.random.create_rng_state, tf.compat.v1.random.experimental.create_rng_state

tf.random.create_rng_state(
    seed, alg
)

Example:

tf.random.create_rng_state(
    1234, "philox")
<tf.Tensor: shape=(3,), dtype=int64, numpy=array([1234,    0,    0])>
tf.random.create_rng_state(
    [12, 34], "threefry")
<tf.Tensor: shape=(2,), dtype=int64, numpy=array([12, 34])>

Args
seed	an integer or 1-D numpy array.
alg	the RNG algorithm. Can be a string, an Algorithm or an integer.

Returns
a 1-D numpy array whose size depends on the algorithm.