Output

public final class Output

A symbolic handle to a tensor produced by an Operation.

An Output<T> is a symbolic handle to a Tensor<T>. The value of the tensor is computed by executing the Operation in a Session.

By implementing the Operand interface, instances of this class also act as operands to Op instances.

Public Methods

Output<T>	asOutput() Returns the symbolic handle of a tensor.
DataType	dataType() Returns the DataType of the tensor referred to by this Output.
boolean	equals(Object o)
int	hashCode()
int	index() Returns the index into the outputs of the Operation.
Operation	op() Returns the Operation that will produce the tensor referred to by this Output.
Shape	shape() Returns the (possibly partially known) shape of the tensor referred to by this Output.
Tensor<T>	tensor() Returns the tensor at this output.
String	toString()

Inherited Methods

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<T>

asOutput() Returns the symbolic handle of a tensor.

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 DataType dataType ()

Returns the DataType of the tensor referred to by this Output.

public boolean equals (Object o)

Parameters

o

public int hashCode ()

public int index ()

Returns the index into the outputs of the Operation.

public Operation op ()

Returns the Operation that will produce the tensor referred to by this Output.

public Shape shape ()

Returns the (possibly partially known) shape of the tensor referred to by this Output.

public Tensor<T> tensor ()

Returns the tensor at this output.

This operation is only supported on the outputs of an operation executed eagerly. For graph environments, output tensors must be fetched by running a session, using Session.Runner.fetch(Output).

Returns

• tensor

Throws

IllegalStateException	if this output results from a graph

See Also

• EagerSession

public String toString ()