SerializeSparse

public final class SerializeSparse

Serialize a `SparseTensor` into a `[3]` `Tensor` object.

Constants

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

Public Methods

Output<U>
asOutput()
Returns the symbolic handle of the tensor.
static <U extends TType> SerializeSparse<U>
create(Scope scope, Operand<TInt64> sparseIndices, Operand<? extends TType> sparseValues, Operand<TInt64> sparseShape, Class<U> outType)
Factory method to create a class wrapping a new SerializeSparse operation.
static SerializeSparse<TString>
create(Scope scope, Operand<TInt64> sparseIndices, Operand<? extends TType> sparseValues, Operand<TInt64> sparseShape)
Factory method to create a class wrapping a new SerializeSparse operation using default output types.
Output<U>
serializedSparse()

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "SerializeSparse"

Public Methods

public Output<U> 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 SerializeSparse<U> create (Scope scope, Operand<TInt64> sparseIndices, Operand<? extends TType> sparseValues, Operand<TInt64> sparseShape, Class<U> outType)

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

Parameters
scope current scope
sparseIndices 2-D. The `indices` of the `SparseTensor`.
sparseValues 1-D. The `values` of the `SparseTensor`.
sparseShape 1-D. The `shape` of the `SparseTensor`.
outType The `dtype` to use for serialization; the supported types are `string` (default) and `variant`.
Returns
  • a new instance of SerializeSparse

public static SerializeSparse<TString> create (Scope scope, Operand<TInt64> sparseIndices, Operand<? extends TType> sparseValues, Operand<TInt64> sparseShape)

Factory method to create a class wrapping a new SerializeSparse operation using default output types.

Parameters
scope current scope
sparseIndices 2-D. The `indices` of the `SparseTensor`.
sparseValues 1-D. The `values` of the `SparseTensor`.
sparseShape 1-D. The `shape` of the `SparseTensor`.
Returns
  • a new instance of SerializeSparse

public Output<U> serializedSparse ()