tf.random.shuffle | TensorFlow v2.16.1 (original) (raw)
Randomly shuffles a tensor along its first dimension.
View aliases
Compat aliases for migration
SeeMigration guide for more details.
tf.compat.v1.random.shuffle, tf.compat.v1.random_shuffle
tf.random.shuffle(
value, seed=None, name=None
)
Used in the notebooks
Used in the guide | Used in the tutorials |
---|---|
Quickstart for the TensorFlow Core APIs | Generalized Linear Models |
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. Seetf.random.set_seedfor behavior. |
name | A name for the operation (optional). |
Returns |
---|
A tensor of same shape and type as value, shuffled along its first dimension. |