org.tensorflow.op.core

Class Complex<U>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.Complex<U>

Type Parameters:

U - data type for out() output

All Implemented Interfaces:

Op, Operand<U>

@Operator
public final class Complex<U>
extends PrimitiveOp
implements Operand<U>

Converts two real numbers to a complex number.

Given a tensor `real` representing the real part of a complex number, and a tensor `imag` representing the imaginary part of a complex number, this operation returns complex numbers elementwise of the form \\(a + bj\\), where a represents the `real` part and b represents the `imag` part.

The input tensors `real` and `imag` must have the same shape.

For example:

 # tensor 'real' is [2.25, 3.25]
 # tensor `imag` is [4.75, 5.75]
 tf.complex(real, imag) ==> [[2.25 + 4.75j], [3.25 + 5.75j]]
 

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<U>	asOutput() Returns the symbolic handle of a tensor.
static <U,T extends Number> Complex<U>	create(Scope scope, Operand<T> real, Operand<T> imag, Class<U> Tout) Factory method to create a class to wrap a new Complex operation to the graph.
Output<U>	out()

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Method Detail

create

public static <U,T extends Number> Complex<U> create(Scope scope,
                                                     Operand<T> real,
                                                     Operand<T> imag,
                                                     Class<U> Tout)

Factory method to create a class to wrap a new Complex operation to the graph.

Parameters:

scope - current graph scope

real -

imag -

Tout -

Returns:

a new instance of Complex

out

public Output<U> out()

asOutput

public Output<U> asOutput()

Description copied from interface: Operand

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.

Specified by:

asOutput in interface Operand<U>

See Also:

OperationBuilder.addInput(Output)