UnitNorm

public class UnitNorm

Constrains the weights to have unit norm.

Constants

int

AXIS_DEFAULT

Inherited Constants

From class org.tensorflow.framework.constraints.Constraint

float

EPSILON

Public Constructors

	UnitNorm(Ops tf) Create a UnitNorm Constraint with the axis set to AXIS_DEFAULT
	UnitNorm(Ops tf, int axis) Create a UnitNorm Constraint
	UnitNorm(Ops tf, int[] axes) Create a UnitNorm Constraint

Public Methods

<T extends TNumber> Operand<T>	call(Operand<T> weights) Applies the constraint against the provided weights
int[]	getAxes() Gets the axes

Inherited Methods

From class org.tensorflow.framework.constraints.Constraint

abstract <T extends TNumber> Operand<T>	call(Operand<T> weights) Applies the constraint against the provided weights
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()

Constants

public static final int AXIS_DEFAULT

Constant Value: 0

Public Constructors

public UnitNorm (Ops tf)

Create a UnitNorm Constraint with the axis set to AXIS_DEFAULT

Parameters

tf	the TensorFlow Ops

public UnitNorm (Ops tf, int axis)

Create a UnitNorm Constraint

Parameters

tf	the TensorFlow Ops
axis	axis along which to calculate weight norms.

public UnitNorm (Ops tf, int[] axes)

Create a UnitNorm Constraint

Parameters

tf	the TensorFlow Ops
axes	axes along which to calculate weight norms.

Public Methods

public Operand<T> call (Operand<T> weights)

Applies the constraint against the provided weights

Parameters

weights	the weights

Returns

• the constrained weights

public int[] getAxes ()

Gets the axes

Returns

• the axes