OptimizeDatasetV2

public final class OptimizeDatasetV2

Creates a dataset by applying related optimizations to `input_dataset`.

Creates a dataset by applying related optimizations to `input_dataset`.

Nested Classes

class

OptimizeDatasetV2.Options

Optional attributes for OptimizeDatasetV2

Public Methods

Output<Object>	asOutput() Returns the symbolic handle of a tensor.
static OptimizeDatasetV2	create(Scope scope, Operand<?> inputDataset, Operand<String> optimizationsEnabled, Operand<String> optimizationsDisabled, Operand<String> optimizationsDefault, List<Class<?>> outputTypes, List<Shape> outputShapes, Options... options) Factory method to create a class wrapping a new OptimizeDatasetV2 operation.
Output<?>	handle()
static OptimizeDatasetV2.Options	optimizationConfigs(List<String> optimizationConfigs)

Inherited Methods

From class org.tensorflow.op.PrimitiveOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Returns the underlying Operation
final String	toString()

From class java.lang.Object

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()

From interface org.tensorflow.Operand

abstract Output<Object>

asOutput() Returns the symbolic handle of a tensor.

Public Methods

public Output<Object> 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 OptimizeDatasetV2 create (Scope scope, Operand<?> inputDataset, Operand<String> optimizationsEnabled, Operand<String> optimizationsDisabled, Operand<String> optimizationsDefault, List<Class<?>> outputTypes, List<Shape> outputShapes, Options... options)

Factory method to create a class wrapping a new OptimizeDatasetV2 operation.

Parameters

scope	current scope
inputDataset	A variant tensor representing the input dataset.
optimizationsEnabled	A tf.string vector tf.Tensor identifying user enabled optimizations.
optimizationsDisabled	A tf.string vector tf.Tensor identifying user disabled optimizations.
optimizationsDefault	A tf.string vector tf.Tensor identifying optimizations by default.
options	carries optional attributes values

Returns

• a new instance of OptimizeDatasetV2

public Output<?> handle ()

public static OptimizeDatasetV2.Options optimizationConfigs (List<String> optimizationConfigs)