SparseCountSparseOutput

public final class SparseCountSparseOutput

Performs sparse-output bin counting for a sparse tensor input.

Counts the number of times each value occurs in the input.

Nested Classes

class

SparseCountSparseOutput.Options

Optional attributes for SparseCountSparseOutput

Constants

String

OP_NAME

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

Public Methods

static <U extends TNumber> SparseCountSparseOutput<U>	create(Scope scope, Operand<TInt64> indices, Operand<? extends TNumber> values, Operand<TInt64> denseShape, Operand<U> weights, Boolean binaryOutput, Options... options) Factory method to create a class wrapping a new SparseCountSparseOutput operation.
static SparseCountSparseOutput.Options	maxlength(Long maxlength)
static SparseCountSparseOutput.Options	minlength(Long minlength)
Output<TInt64>	outputDenseShape() Shape tensor for the resulting sparse tensor object.
Output<TInt64>	outputIndices() Indices tensor for the resulting sparse tensor object.
Output<U>	outputValues() Values tensor for the resulting sparse tensor object.

Inherited Methods

From class 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()

From class java.lang.Object

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()

From interface 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.

Constants

public static final String OP_NAME

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

Constant Value: "SparseCountSparseOutput"

Public Methods

public static SparseCountSparseOutput<U> create (Scope scope, Operand<TInt64> indices, Operand<? extends TNumber> values, Operand<TInt64> denseShape, Operand<U> weights, Boolean binaryOutput, Options... options)

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

Parameters

scope	current scope
indices	Tensor containing the indices of the sparse tensor to count.
values	Tensor containing values of the sparse tensor to count.
denseShape	Tensor containing the dense shape of the sparse tensor to count.
weights	A Tensor of the same shape as indices containing per-index weight values. May also be the empty tensor if no weights are used.
binaryOutput	Whether to output the number of occurrences of each value or 1.
options	carries optional attributes values

Returns

• a new instance of SparseCountSparseOutput

public static SparseCountSparseOutput.Options maxlength (Long maxlength)

Parameters

maxlength	Maximum value to count. Can be set to -1 for no maximum.

public static SparseCountSparseOutput.Options minlength (Long minlength)

Parameters

minlength	Minimum value to count. Can be set to -1 for no minimum.

public Output<TInt64> outputDenseShape ()

Shape tensor for the resulting sparse tensor object.

public Output<TInt64> outputIndices ()

Indices tensor for the resulting sparse tensor object.

public Output<U> outputValues ()

Values tensor for the resulting sparse tensor object.