ThreadPoolHandle

public final class ThreadPoolHandle

Creates a dataset that uses a custom thread pool to compute `input_dataset`.

Nested Classes

class ThreadPoolHandle.Options Optional attributes for ThreadPoolHandle  

Constants

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

Public Methods

Output<TType>
asOutput()
Returns the symbolic handle of the tensor.
static ThreadPoolHandle.Options
container(String container)
static ThreadPoolHandle
create(Scope scope, Long numThreads, String displayName, Options... options)
Factory method to create a class wrapping a new ThreadPoolHandle operation.
Output<?>
handle()
A resource that can be consumed by one or more ExperimentalThreadPoolDataset ops.
static ThreadPoolHandle.Options
maxIntraOpParallelism(Long maxIntraOpParallelism)
static ThreadPoolHandle.Options
sharedName(String sharedName)

Inherited Methods

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

Public Methods

public Output<TType> 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 ThreadPoolHandle.Options container (String container)

public static ThreadPoolHandle create (Scope scope, Long numThreads, String displayName, Options... options)

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

Parameters
scope current scope
numThreads The number of threads in the thread pool.
displayName A human-readable name for the threads that may be visible in some visualizations. threadpool.
options carries optional attributes values
Returns
  • a new instance of ThreadPoolHandle

public Output<?> handle ()

A resource that can be consumed by one or more ExperimentalThreadPoolDataset ops.

public static ThreadPoolHandle.Options maxIntraOpParallelism (Long maxIntraOpParallelism)

Parameters
maxIntraOpParallelism The maximum degree of parallelism to use within operations that execute on this threadpool.

public static ThreadPoolHandle.Options sharedName (String sharedName)