RandomUniform

public final class RandomUniform

Outputs random values from a uniform distribution.

The generated values follow a uniform distribution in the range `[0, 1)`. The lower bound 0 is included in the range, while the upper bound 1 is excluded.

Nested Classes

class RandomUniform.Options Optional attributes for RandomUniform  

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

Output<U>
asOutput()
Returns the symbolic handle of the tensor.
static <U extends TNumber> RandomUniform<U>
create(Scope scope, Operand<? extends TNumber> shape, Class<U> dtype, Options... options)
Factory method to create a class wrapping a new RandomUniform operation.
Output<U>
output()
A tensor of the specified shape filled with uniform random values.
static RandomUniform.Options
seed(Long seed)
static RandomUniform.Options
seed2(Long seed2)

Inherited Methods

org.tensorflow.op.RawOp
final boolean
equals(Object obj)
final int
hashCode()
Operation
op()
Return this unit of computation as a single Operation.
final String
toString()
boolean
equals(Object arg0)
final Class<?>
getClass()
int
hashCode()
final void
notify()
final void
notifyAll()
String
toString()
final void
wait(long arg0, int arg1)
final void
wait(long arg0)
final void
wait()
org.tensorflow.op.Op
abstract ExecutionEnvironment
env()
Return the execution environment this op was created in.
abstract Operation
op()
Return this unit of computation as a single Operation.
org.tensorflow.Operand
abstract Output<U extends TNumber>
asOutput()
Returns the symbolic handle of the tensor.
abstract U extends TNumber
asTensor()
Returns the tensor at this operand.
abstract Shape
shape()
Returns the (possibly partially known) shape of the tensor referred to by the Output of this operand.
abstract Class<U extends TNumber>
type()
Returns the tensor type of this operand
org.tensorflow.ndarray.Shaped
abstract int
rank()
abstract Shape
shape()
abstract long
size()
Computes and returns the total size of this container, in number of values.

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "RandomUniform"

Public Methods

public Output<U> 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 RandomUniform<U> create (Scope scope, Operand<? extends TNumber> shape, Class<U> dtype, Options... options)

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

Parameters
scope current scope
shape The shape of the output tensor.
dtype The type of the output.
options carries optional attributes values
Returns
  • a new instance of RandomUniform

public Output<U> output ()

A tensor of the specified shape filled with uniform random values.

public static RandomUniform.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.

public static RandomUniform.Options seed2 (Long seed2)

Parameters
seed2 A second seed to avoid seed collision.