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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 ERROR(Op/org.tensorflow.op.Op 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
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

Inherited Methods

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 fetch(Output).

Returns
  • tensor
Throws
IllegalStateException if this output results from a graph
See Also

public String toString ()