DebugNanCount

public final class DebugNanCount

Debug NaN Value Counter Op.

Counts number of NaNs in the input tensor, for debugging.

Nested Classes

class DebugNanCount.Options Optional attributes for DebugNanCount  

Constants

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

Public Methods

Output<TInt64>
asOutput()
Returns the symbolic handle of the tensor.
static DebugNanCount
create(Scope scope, Operand<? extends TType> input, Options... options)
Factory method to create a class wrapping a new DebugNanCount operation.
static DebugNanCount.Options
debugUrls(List<String> debugUrls)
static DebugNanCount.Options
deviceName(String deviceName)
static DebugNanCount.Options
gatedGrpc(Boolean gatedGrpc)
Output<TInt64>
output()
static DebugNanCount.Options
tensorName(String tensorName)

Inherited Methods

org.tensorflow.op.RawOp
final boolean
equals(Object obj)
final int
Operation
op()
Return this unit of computation as a single Operation.
final String
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<TInt64>
asOutput()
Returns the symbolic handle of the tensor.
abstract TInt64
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<TInt64>
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: "DebugNanCount"

Public Methods

public Output<TInt64> 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 DebugNanCount create (Scope scope, Operand<? extends TType> input, Options... options)

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

Parameters
scope current scope
input Input tensor, non-Reference type.
options carries optional attributes values
Returns
  • a new instance of DebugNanCount

public static DebugNanCount.Options debugUrls (List<String> debugUrls)

Parameters
debugUrls List of URLs to debug targets, e.g., file:///foo/tfdbg_dump, grpc:://localhost:11011.

public static DebugNanCount.Options deviceName (String deviceName)

public static DebugNanCount.Options gatedGrpc (Boolean gatedGrpc)

Parameters
gatedGrpc Whether this op will be gated. If any of the debug_urls of this debug node is of the grpc:// scheme, when the value of this attribute is set to True, the data will not actually be sent via the grpc stream unless this debug op has been enabled at the debug_url. If all of the debug_urls of this debug node are of the grpc:// scheme and the debug op is enabled at none of them, the output will be an empty Tensor.

public Output<TInt64> output ()

public static DebugNanCount.Options tensorName (String tensorName)

Parameters
tensorName Name of the input tensor.