Warning: This API is deprecated and will be removed in a future version of TensorFlow after the replacement is stable.

RandomIndexShuffle

public final class RandomIndexShuffle

Outputs the position of `value` in a permutation of [0, ..., max_index].

Output values are a bijection of the `index` for any combination and `seed` and `max_index`.

If multiple inputs are vectors (matrix in case of seed) then the size of the first dimension must match.

The outputs are deterministic.

Public Methods

Output<T>
asOutput()
Returns the symbolic handle of a tensor.
static <T extends Number, U extends Number> RandomIndexShuffle<T>
create(Scope scope, Operand<T> index, Operand<U> seed, Operand<T> maxIndex)
Factory method to create a class wrapping a new RandomIndexShuffle operation.
Output<T>
output()
A scalar tensor of dtype `dtype`, within [0, max_index].

Inherited Methods

Public Methods

public Output<T> asOutput ()

Returns the symbolic handle of a tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

public static RandomIndexShuffle<T> create (Scope scope, Operand<T> index, Operand<U> seed, Operand<T> maxIndex)

Factory method to create a class wrapping a new RandomIndexShuffle operation.

Parameters
scope current scope
index A scalar tensor or a vector of dtype `dtype`. The index (or indices) to be shuffled. Must be within [0, max_index].
seed A tensor of dtype `Tseed` and shape [3] or [n, 3]. The random seed.
maxIndex A scalar tensor or vector of dtype `dtype`. The upper bound(s) of the interval (inclusive).
Returns
  • a new instance of RandomIndexShuffle

public Output<T> output ()

A scalar tensor of dtype `dtype`, within [0, max_index]. The randomly shuffled index.