Bincount

public final class Bincount

Counts the number of occurrences of each value in an integer array.

Outputs a vector with length `size` and the same dtype as `weights`. If `weights` are empty, then index `i` stores the number of times the value `i` is counted in `arr`. If `weights` are non-empty, then index `i` stores the sum of the value in `weights` at each index where the corresponding value in `arr` is `i`.

Values in `arr` outside of the range [0, size) are ignored.

Constants

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

Public Methods

Output<T>
asOutput()
Returns the symbolic handle of the tensor.
Output<T>
bins()
1D `Tensor` with length equal to `size`.
static <T extends TNumber> Bincount<T>
create(Scope scope, Operand<TInt32> arr, Operand<TInt32> size, Operand<T> weights)
Factory method to create a class wrapping a new Bincount operation.

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<T>
asOutput()
Returns the symbolic handle of the tensor.
abstract T
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<T>
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: "Bincount"

Public Methods

public Output<T> 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 Output<T> bins ()

1D `Tensor` with length equal to `size`. The counts or summed weights for each value in the range [0, size).

public static Bincount<T> create (Scope scope, Operand<TInt32> arr, Operand<TInt32> size, Operand<T> weights)

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

Parameters
scope current scope
arr int32 `Tensor`.
size non-negative int32 scalar `Tensor`.
weights is an int32, int64, float32, or float64 `Tensor` with the same shape as `arr`, or a length-0 `Tensor`, in which case it acts as all weights equal to 1.
Returns
  • a new instance of Bincount