org.tensorflow.op.core

Class Zeros<T>

java.lang.Object

org.tensorflow.op.core.Zeros<T>

Type Parameters:

T - constant type

All Implemented Interfaces:

Op, Operand<T>

@Operator
public class Zeros<T>
extends Object
implements Op, Operand<T>

An operator creating a constant initialized with zeros of the shape given by `dims`.

For example, the following expression

 ops.zeros(ops.constant(new long[]{2, 2}), Float.class)

is the equivalent of

{@code ops.fill(ops.constant(new long[]{2, 2}), ops.constant(0.0f))

Method Summary

Modifier and Type	Method and Description
Output<T>	asOutput() Returns the symbolic handle of a tensor.
static <T,U extends Number> Zeros<T>	create(Scope scope, Operand<U> dims, Class<T> type) Creates a zeroed tensor given its type and shape.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

create

public static <T,U extends Number> Zeros<T> create(Scope scope,
                                                   Operand<U> dims,
                                                   Class<T> type)

Creates a zeroed tensor given its type and shape.

Parameters:

scope - is a scope used to add the underlying operation

dims - a 1-D operand that represents the shape of the output tensor

type - the output tensor datatype

Returns:

a constant tensor initialized with zeros

Throws:

IllegalArgumentException - if the tensor type or shape cannot be initialized with zeros.

asOutput

public Output<T> 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<T>

See Also:

OperationBuilder.addInput(Output)