CheckNumericsV2

public final class CheckNumericsV2

Checks a tensor for NaN, -Inf and +Inf values.

When run, reports an `InvalidArgument` error if `tensor` has any values that are not a number (NaN) or infinity (Inf). Otherwise, returns the input tensor. Unlike CheckNumerics (V1), CheckNumericsV2 distinguishes -Inf and +Inf in the errors it throws.

Public Methods

Output<T>
asOutput()
Returns the symbolic handle of a tensor.
static <T extends Number> CheckNumericsV2<T>
create(Scope scope, Operand<T> tensor, String message)
Factory method to create a class wrapping a new CheckNumericsV2 operation.
Output<T>
output()

Inherited Methods

org.tensorflow.op.PrimitiveOp
final boolean
equals(Object obj)
final int
hashCode()
Operation
op()
Returns the underlying 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.Operand
abstract Output<T>
asOutput()
Returns the symbolic handle of a tensor.

Public Methods

public Output<T> asOutput ()

Returns the symbolic handle of a 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 CheckNumericsV2<T> create (Scope scope, Operand<T> tensor, String message)

Factory method to create a class wrapping a new CheckNumericsV2 operation.

Parameters
scope current scope
message Prefix of the error message.
Returns
  • a new instance of CheckNumericsV2

public Output<T> output ()