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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, passes `tensor` as-is. 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

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 ()