tensorflow:: ops:: SerializeManySparse
#include <sparse_ops.h>
Serialize an N
-minibatch SparseTensor
into an [N, 3]
Tensor
object.
Summary
The SparseTensor
must have rank R
greater than 1, and the first dimension is treated as the minibatch dimension. Elements of the SparseTensor
must be sorted in increasing order of this first dimension. The serialized SparseTensor
objects going into each row of serialized_sparse
will have rank R-1
.
The minibatch size N
is extracted from sparse_shape[0]
.
Args:
- scope: A Scope object
- sparse_indices: 2-D. The
indices
of the minibatchSparseTensor
. - sparse_values: 1-D. The
values
of the minibatchSparseTensor
. - sparse_shape: 1-D. The
shape
of the minibatchSparseTensor
.
Optional attributes (see Attrs
):
- out_type: The
dtype
to use for serialization; the supported types arestring
(default) andvariant
.
Returns:
Output
: The serialized_sparse tensor.
Constructors and Destructors |
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SerializeManySparse(const ::tensorflow::Scope & scope, ::tensorflow::Input sparse_indices, ::tensorflow::Input sparse_values, ::tensorflow::Input sparse_shape)
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SerializeManySparse(const ::tensorflow::Scope & scope, ::tensorflow::Input sparse_indices, ::tensorflow::Input sparse_values, ::tensorflow::Input sparse_shape, const SerializeManySparse::Attrs & attrs)
|
Public attributes |
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operation
|
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serialized_sparse
|
Public functions |
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node() const
|
::tensorflow::Node *
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operator::tensorflow::Input() const
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operator::tensorflow::Output() const
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Public static functions |
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OutType(DataType x)
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Structs |
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tensorflow:: |
Optional attribute setters for SerializeManySparse. |
Public attributes
operation
Operation operation
serialized_sparse
::tensorflow::Output serialized_sparse
Public functions
SerializeManySparse
SerializeManySparse( const ::tensorflow::Scope & scope, ::tensorflow::Input sparse_indices, ::tensorflow::Input sparse_values, ::tensorflow::Input sparse_shape )
SerializeManySparse
SerializeManySparse( const ::tensorflow::Scope & scope, ::tensorflow::Input sparse_indices, ::tensorflow::Input sparse_values, ::tensorflow::Input sparse_shape, const SerializeManySparse::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 )