tensorflow::ops::SerializeSparse

#include <sparse_ops.h>

Serialize a SparseTensor into a [3]Tensor object.

Summary

Args:

  • scope: A Scope object
  • sparse_indices: 2-D. The indices of the SparseTensor.
  • sparse_values: 1-D. The values of the SparseTensor.
  • sparse_shape: 1-D. The shape of the SparseTensor.

Optional attributes (see Attrs):

  • out_type: The dtype to use for serialization; the supported types are string (default) and variant.

Returns:

  • Output: The serialized_sparse tensor.

Constructors and Destructors
SerializeSparse(const ::tensorflow::Scope & scope, ::tensorflow::Input sparse_indices, ::tensorflow::Input sparse_values, ::tensorflow::Input sparse_shape)
SerializeSparse(const ::tensorflow::Scope & scope, ::tensorflow::Input sparse_indices, ::tensorflow::Input sparse_values, ::tensorflow::Input sparse_shape, const SerializeSparse::Attrs & attrs)

Public attributes
operation
serialized_sparse

Public functions
node() const
::tensorflow::Node *
operator::tensorflow::Input() const
operator::tensorflow::Output() const

Public static functions
OutType(DataType x)

Structs
tensorflow::ops::SerializeSparse::Attrs

Optional attribute setters for SerializeSparse.

Public attributes

operation

Operation operation

serialized_sparse

::tensorflow::Output serialized_sparse

Public functions

SerializeSparse

 SerializeSparse(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input sparse_indices,
  ::tensorflow::Input sparse_values,
  ::tensorflow::Input sparse_shape
)

SerializeSparse

 SerializeSparse(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input sparse_indices,
  ::tensorflow::Input sparse_values,
  ::tensorflow::Input sparse_shape,
  const SerializeSparse::Attrs & attrs
)

node

::tensorflow::Node * node() const

operator::tensorflow::Input

 operator::tensorflow::Input() const

operator::tensorflow::Output

 operator::tensorflow::Output() const

Public static functions

OutType

Attrs OutType(
  DataType x
)