UnsortedSegmentJoin

public final class UnsortedSegmentJoin

Joins the elements of `inputs` based on `segment_ids`.

Computes the string join along segments of a tensor. Given `segment_ids` with rank `N` and `data` with rank `N+M`:

`output[i, k1...kM] = strings.join([data[j1...jN, k1...kM])`

where the join is over all [j1...jN] such that segment_ids[j1...jN] = i. Strings are joined in row-major order.

For example: 

inputs = [['Y', 'q', 'c'], ['Y', '6', '6'], ['p', 'G', 'a']]
 output_array = string_ops.unsorted_segment_join(inputs=inputs,
                                                 segment_ids=[1, 0, 1],
                                                 num_segments=2,
                                                 separator=':'))
 # output_array ==> [['Y', '6', '6'], ['Y:p', 'q:G', 'c:a']]
 
 
 inputs = ['this', 'is', 'a', 'test']
 output_array = string_ops.unsorted_segment_join(inputs=inputs,
                                                 segment_ids=[0, 0, 0, 0],
                                                 num_segments=1,
                                                 separator=':'))
 # output_array ==> ['this:is:a:test']

Nested Classes

class UnsortedSegmentJoin.Options Optional attributes for UnsortedSegmentJoin  

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

Output<TString>
asOutput()
Returns the symbolic handle of the tensor.
static UnsortedSegmentJoin
create(Scope scope, Operand<TString> inputs, Operand<? extends TNumber> segmentIds, Operand<? extends TNumber> numSegments, Options... options)
Factory method to create a class wrapping a new UnsortedSegmentJoin operation.
Output<TString>
output()
static UnsortedSegmentJoin.Options
separator(String separator)

Inherited Methods

org.tensorflow.op.RawOp
final boolean
equals(Object obj)
final int
hashCode()
Operation
op()
Return this unit of computation as a single Operation.
final String
toString()
boolean
equals(Object arg0)
final Class<?>
getClass()
int
hashCode()
final void
notify()
final void
notifyAll()
String
toString()
final void
wait(long arg0, int arg1)
final void
wait(long arg0)
final void
wait()
org.tensorflow.op.Op
abstract ExecutionEnvironment
env()
Return the execution environment this op was created in.
abstract Operation
op()
Return this unit of computation as a single Operation.
org.tensorflow.Operand
abstract Output<TString>
asOutput()
Returns the symbolic handle of the tensor.
abstract TString
asTensor()
Returns the tensor at this operand.
abstract Shape
shape()
Returns the (possibly partially known) shape of the tensor referred to by the Output of this operand.
abstract Class<TString>
type()
Returns the tensor type of this operand
org.tensorflow.ndarray.Shaped
abstract int
rank()
abstract Shape
shape()
abstract long
size()
Computes and returns the total size of this container, in number of values.

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "UnsortedSegmentJoin"

Public Methods

public Output<TString> asOutput ()

Returns the symbolic handle of the 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 static UnsortedSegmentJoin create (Scope scope, Operand<TString> inputs, Operand<? extends TNumber> segmentIds, Operand<? extends TNumber> numSegments, Options... options)

Factory method to create a class wrapping a new UnsortedSegmentJoin operation.

Parameters
scope current scope
inputs The input to be joined.
segmentIds A tensor whose shape is a prefix of data.shape. Negative segment ids are not supported.
numSegments A scalar.
options carries optional attributes values
Returns
  • a new instance of UnsortedSegmentJoin

public Output<TString> output ()

public static UnsortedSegmentJoin.Options separator (String separator)

Parameters
separator The separator to use when joining.