ToBool

public final class ToBool

Converts a tensor to a scalar predicate.

Converts a tensor to a scalar predicate with the following rules:

- For 0D tensors, truthiness is determined by comparing against a "zero" value. For numerical types it is the obvious zero. For strings it is the empty string.

- For >0D tensors, truthiness is determined by looking at the number of elements. If has zero elements, then the result is false. Otherwise the result is true.

This matches the behavior of If and While for determining if a tensor counts as true/false for a branch condition.

Constants

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

Public Methods

Output<TBool>
asOutput()
Returns the symbolic handle of the tensor.
static ToBool
create(Scope scope, Operand<? extends TType> input)
Factory method to create a class wrapping a new ToBool operation.
Output<TBool>
output()

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<TBool>
asOutput()
Returns the symbolic handle of the tensor.
abstract TBool
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<TBool>
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: "ToBool"

Public Methods

public Output<TBool> 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 ToBool create (Scope scope, Operand<? extends TType> input)

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

Parameters
scope current scope
Returns
  • a new instance of ToBool

public Output<TBool> output ()