Randomly shuffles a tensor along its first dimension.
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]]
Nested Classes
class | RandomShuffle.Options | Optional attributes for RandomShuffle
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Constants
String | OP_NAME | The name of this op, as known by TensorFlow core engine |
Public Methods
Output<T> |
asOutput()
Returns the symbolic handle of the tensor.
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static <T extends TType> RandomShuffle<T> |
create(Scope scope, Operand<T> value, Options... options)
Factory method to create a class wrapping a new RandomShuffle operation.
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Output<T> |
output()
A tensor of same shape and type as `value`, shuffled along its first
dimension.
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static RandomShuffle.Options |
seed(Long seed)
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static RandomShuffle.Options |
seed2(Long seed2)
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Inherited Methods
Constants
public static final String OP_NAME
The name of this op, as known by TensorFlow core engine
Public Methods
public Output<T> asOutput ()
Returns the symbolic handle of the 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 RandomShuffle<T> create (Scope scope, Operand<T> value, Options... options)
Factory method to create a class wrapping a new RandomShuffle operation.
Parameters
scope | current scope |
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value | The tensor to be shuffled. |
options | carries optional attributes values |
Returns
- a new instance of RandomShuffle
public Output<T> output ()
A tensor of same shape and type as `value`, shuffled along its first dimension.
public static RandomShuffle.Options seed (Long seed)
Parameters
seed | If either `seed` or `seed2` are set to be non-zero, the random number generator is seeded by the given seed. Otherwise, it is seeded by a random seed. |
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public static RandomShuffle.Options seed2 (Long seed2)
Parameters
seed2 | A second seed to avoid seed collision. |
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