tf.random.shuffle

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Randomly shuffles a tensor along its first dimension.

View aliases

Main aliases

`tf.random_shuffle`

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.random.shuffle, tf.compat.v1.random_shuffle, `tf.compat.v2.random.shuffle`

tf.random.shuffle(
    value, seed=None, name=None
)

The tensor is shuffled along dimension 0, such that each value[j] is mapped to one and only one output[i]. For example, a mapping that might occur for a 3x2 tensor is:

[[1, 2],       [[5, 6],
 [3, 4],  ==>   [1, 2],
 [5, 6]]        [3, 4]]

Args
value	A Tensor to be shuffled.
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).

Returns
A tensor of same shape and type as value, shuffled along its first dimension.