org.tensorflow.op.core

Class Bucketize

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.Bucketize

All Implemented Interfaces:

Op, Operand<Integer>

@Operator
public final class Bucketize
extends PrimitiveOp
implements Operand<Integer>

Bucketizes 'input' based on 'boundaries'.

For example, if the inputs are boundaries = [0, 10, 100] input = [[-5, 10000] [150, 10] [5, 100]]

then the output will be output = [[0, 3] [3, 2] [1, 3]]

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<Integer>	asOutput() Returns the symbolic handle of a tensor.
static <T extends Number> Bucketize	create(Scope scope, Operand<T> input, List<Float> boundaries) Factory method to create a class to wrap a new Bucketize operation to the graph.
Output<Integer>	output() Same shape with 'input', each value of input replaced with bucket index.

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 <T extends Number> Bucketize create(Scope scope,
                                                  Operand<T> input,
                                                  List<Float> boundaries)

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

Parameters:

scope - current graph scope

input - Any shape of Tensor contains with int or float type.

boundaries - A sorted list of floats gives the boundary of the buckets.

Returns:

a new instance of Bucketize

output

public Output<Integer> output()

Same shape with 'input', each value of input replaced with bucket index.

asOutput

public Output<Integer> 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<Integer>

See Also:

OperationBuilder.addInput(Output)