CheckNumerics

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public final class CheckNumerics

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, passes `tensor` as-is. Unlike CheckNumerics (V1), CheckNumericsV2 distinguishes -Inf and +Inf in the errors it throws.

Constants

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

Public Methods

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

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "CheckNumericsV2"

Public Methods

public Output<T> 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 CheckNumerics<T> create (Scope scope, Operand<T> tensor, String message)

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

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

public Output<T> output ()