ModelDataset

public final class ModelDataset

Identity transformation that models performance.

Identity transformation that models performance.

Nested Classes

class ModelDataset.Options Optional attributes for ModelDataset  

Constants

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

Public Methods

static ModelDataset.Options
algorithm(Long algorithm)
Output<TType>
asOutput()
Returns the symbolic handle of the tensor.
static ModelDataset.Options
cpuBudget(Long cpuBudget)
static ModelDataset
create(Scope scope, Operand<?> inputDataset, List<Class<? extends TType>> outputTypes, List<Shape> outputShapes, Options... options)
Factory method to create a class wrapping a new ModelDataset operation.
Output<?>
handle()
static ModelDataset.Options
ramBudget(Long ramBudget)

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: "ModelDataset"

Public Methods

public static ModelDataset.Options algorithm (Long algorithm)

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 ModelDataset.Options cpuBudget (Long cpuBudget)

public static ModelDataset create (Scope scope, Operand<?> inputDataset, List<Class<? extends TType>> outputTypes, List<Shape> outputShapes, Options... options)

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

Parameters
scope current scope
inputDataset A variant tensor representing the input dataset.
options carries optional attributes values
Returns
  • a new instance of ModelDataset

public Output<?> handle ()

public static ModelDataset.Options ramBudget (Long ramBudget)