org.tensorflow.op.core

Class StringToHashBucket

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.StringToHashBucket

All Implemented Interfaces:

Op, Operand<Long>

@Operator
public final class StringToHashBucket
extends PrimitiveOp
implements Operand<Long>

Converts each string in the input Tensor to its hash mod by a number of buckets.

The hash function is deterministic on the content of the string within the process.

Note that the hash function may change from time to time. This functionality will be deprecated and it's recommended to use `tf.string_to_hash_bucket_fast()` or `tf.string_to_hash_bucket_strong()`.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<Long>	asOutput() Returns the symbolic handle of a tensor.
static StringToHashBucket	create(Scope scope, Operand<String> stringTensor, Long numBuckets) Factory method to create a class to wrap a new StringToHashBucket operation to the graph.
Output<Long>	output() A Tensor of the same shape as the input `string_tensor`.

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 StringToHashBucket create(Scope scope,
                                        Operand<String> stringTensor,
                                        Long numBuckets)

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

Parameters:

scope - current graph scope

stringTensor -

numBuckets - The number of buckets.

Returns:

a new instance of StringToHashBucket

output

public Output<Long> output()

A Tensor of the same shape as the input `string_tensor`.

asOutput

public Output<Long> 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<Long>

See Also:

OperationBuilder.addInput(Output)