RaggedTensorToSparse

public final class RaggedTensorToSparse

Converts a `RaggedTensor` into a `SparseTensor` with the same values.

input=ragged.from_nested_row_splits(rt_dense_values, rt_nested_splits) output=SparseTensor(indices=sparse_indices, values=sparse_values, dense_shape=sparse_dense_shape)

Constants

String

OP_NAME

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

Public Methods

static <U extends TType, T extends TNumber> RaggedTensorToSparse<U>	create(Scope scope, Iterable<Operand<T>> rtNestedSplits, Operand<U> rtDenseValues) Factory method to create a class wrapping a new RaggedTensorToSparse operation.
Output<TInt64>	sparseDenseShape() `sparse_dense_shape` is a tight bounding box of the input `RaggedTensor`.
Output<TInt64>	sparseIndices() The indices for the `SparseTensor`.
Output<U>	sparseValues() The values of the `SparseTensor`.

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: "RaggedTensorToSparse"

Public Methods

public static RaggedTensorToSparse<U> create (Scope scope, Iterable<Operand<T>> rtNestedSplits, Operand<U> rtDenseValues)

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

Parameters

scope	current scope
rtNestedSplits	The `row_splits` for the `RaggedTensor`.
rtDenseValues	The `flat_values` for the `RaggedTensor`.

Returns

• a new instance of RaggedTensorToSparse

public Output<TInt64> sparseDenseShape ()

`sparse_dense_shape` is a tight bounding box of the input `RaggedTensor`.

public Output<TInt64> sparseIndices ()

The indices for the `SparseTensor`.

public Output<U> sparseValues ()

The values of the `SparseTensor`.