RandomUniform

public class RandomUniform

Initializer that generates tensors with a uniform distribution.

Examples:

     long seed = 1001l;
     RandomUniform<TFloat32, TFloat32> initializer =
              new org.tensorflow.framework.initializers.RandomUniform<>(tf, seed);
     Operand<TFloat32> values =
              initializer.call(tf.constant(Shape.of(2,2)), TFloat32.class);
 

Constants

double	MAXVAL_DEFAULT
double	MINVAL_DEFAULT

Public Constructors

	RandomUniform(Ops tf, long seed) Creates a RandomUniform initializer using MINVAL_DEFAULT for the minval and MAXVAL_DEFAULT for the maxval
	RandomUniform(Ops tf, double minval, double maxval, long seed) Creates a RandomUniform initializer

Public Methods

Operand<T>

call(Operand<TInt64> dims, Class<T> type)

Inherited Methods

From class org.tensorflow.framework.initializers.BaseInitializer

Ops	getTF() Gets the TensorFlow Ops

From class java.lang.Object

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()

From interface org.tensorflow.framework.initializers.Initializer

abstract Operand<T>

call(Operand<TInt64> dims, Class<T> type) Generates the operation used to perform the initialization.

Constants

public static final double MAXVAL_DEFAULT

Constant Value: 0.05

public static final double MINVAL_DEFAULT

Constant Value: -0.05

Public Constructors

public RandomUniform (Ops tf, long seed)

Creates a RandomUniform initializer using MINVAL_DEFAULT for the minval and MAXVAL_DEFAULT for the maxval

Parameters

tf	the TensorFlow Ops
seed	the seed for random number generation. An initializer created with a given seed will always produce the same random tensor for a given shape and dtype.

public RandomUniform (Ops tf, double minval, double maxval, long seed)

Creates a RandomUniform initializer

Parameters

tf	the TensorFlow Ops
minval	Lower bound of the range of random values to generate (inclusive).
maxval	Upper bound of the range of random values to generate (exclusive).
seed	the seed for random number generation. An initializer created with a given seed will always produce the same random tensor for a given shape and dtype.

Public Methods

public Operand<T> call (Operand<TInt64> dims, Class<T> type)