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.
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static <T extends Number> CheckNumericsV2 <T> | |
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