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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.
Public static functions
|
OutType
(DataType x)
|
|
Public attributes
Public functions
node
::tensorflow::Node * node() const
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const
Public static functions
OutType
Attrs OutType(
DataType x
)
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Last updated 2021-08-16 UTC.
[null,null,["Last updated 2021-08-16 UTC."],[],[],null,["# tensorflow::ops::SerializeSparse Class Reference\n\ntensorflow::\nops::\nSerializeSparse\n==================================\n\n`\n#include \u003csparse_ops.h\u003e\n`\n\n\nSerialize a\n`\nSparseTensor\n`\ninto a\n`\n[3]\n`\n`\n`[Tensor](/versions/r2.6/api_docs/cc/class/tensorflow/tensor#classtensorflow_1_1_tensor)`\n`\nobject.\n\nSummary\n-------\n\n\nArgs:\n\n- scope: A [Scope](/versions/r2.6/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object\n- sparse_indices: 2-D. The `\n indices\n ` of the `\n SparseTensor\n ` .\n- sparse_values: 1-D. The `\n values\n ` of the `\n SparseTensor\n ` .\n- sparse_shape: 1-D. The `\n shape\n ` of the `\n SparseTensor\n ` .\n\n\u003cbr /\u003e\n\n\nOptional attributes (see\n`\n`[Attrs](/versions/r2.6/api_docs/cc/struct/tensorflow/ops/serialize-sparse/attrs#structtensorflow_1_1ops_1_1_serialize_sparse_1_1_attrs)`\n`\n):\n\n- out_type: The `\n dtype\n ` to use for serialization; the supported types are `\n string\n ` (default) and `\n variant\n ` .\n\n\u003cbr /\u003e\n\n\nReturns:\n\n- `\n `[Output](/versions/r2.6/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output)`\n ` : The serialized_sparse tensor.\n\n\u003cbr /\u003e\n\n| ### Constructors and Destructors ||\n|---|---|\n| ` `[SerializeSparse](#classtensorflow_1_1ops_1_1_serialize_sparse_1affc9f080117db6a59bb99bc2c3c7ff59)` (const :: `[tensorflow::Scope](/versions/r2.6/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, :: `[tensorflow::Input](/versions/r2.6/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_indices, :: `[tensorflow::Input](/versions/r2.6/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_values, :: `[tensorflow::Input](/versions/r2.6/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_shape) ` ||\n| ` `[SerializeSparse](#classtensorflow_1_1ops_1_1_serialize_sparse_1ada17cc33b44d83186f73eff53932413e)` (const :: `[tensorflow::Scope](/versions/r2.6/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, :: `[tensorflow::Input](/versions/r2.6/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_indices, :: `[tensorflow::Input](/versions/r2.6/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_values, :: `[tensorflow::Input](/versions/r2.6/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_shape, const `[SerializeSparse::Attrs](/versions/r2.6/api_docs/cc/struct/tensorflow/ops/serialize-sparse/attrs#structtensorflow_1_1ops_1_1_serialize_sparse_1_1_attrs)` & attrs) ` ||\n\n| ### Public attributes ||\n|------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------|\n| ` `[operation](#classtensorflow_1_1ops_1_1_serialize_sparse_1a05fa528b066fa8e55d2f402610dd81ec)` ` | ` `[Operation](/versions/r2.6/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation)` ` |\n| ` `[serialized_sparse](#classtensorflow_1_1ops_1_1_serialize_sparse_1a504ec93f6c9f36404748a726b7593460)` ` | ` :: `[tensorflow::Output](/versions/r2.6/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output)` ` |\n\n| ### Public functions ||\n|--------------------------------------------------------------------------------------------------------------------------------|--------------------------|\n| ` `[node](#classtensorflow_1_1ops_1_1_serialize_sparse_1a00ce7cd46bd172befb5884bdaa85e6fa)` () const ` | ` ::tensorflow::Node * ` |\n| ` `[operator::tensorflow::Input](#classtensorflow_1_1ops_1_1_serialize_sparse_1a99fd8653e1577d868ea4b65ad7210040)` () const ` | ` ` |\n| ` `[operator::tensorflow::Output](#classtensorflow_1_1ops_1_1_serialize_sparse_1a8d2d1f1699d5d3ad9268cf215e87057a)` () const ` | ` ` |\n\n| ### Public static functions ||\n|---------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------|\n| ` `[OutType](#classtensorflow_1_1ops_1_1_serialize_sparse_1a6dc0f941bd58c98382cb0b2ee2fbdbb3)` (DataType x) ` | ` `[Attrs](/versions/r2.6/api_docs/cc/struct/tensorflow/ops/serialize-sparse/attrs#structtensorflow_1_1ops_1_1_serialize_sparse_1_1_attrs)` ` |\n\n| ### Structs ||\n|-----------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [tensorflow:: ops:: SerializeSparse:: Attrs](/versions/r2.6/api_docs/cc/struct/tensorflow/ops/serialize-sparse/attrs) | Optional attribute setters for [SerializeSparse](/versions/r2.6/api_docs/cc/class/tensorflow/ops/serialize-sparse#classtensorflow_1_1ops_1_1_serialize_sparse) . |\n\nPublic attributes\n-----------------\n\n### operation\n\n```text\nOperation operation\n``` \n\n### serialized_sparse\n\n```scdoc\n::tensorflow::Output serialized_sparse\n``` \n\nPublic functions\n----------------\n\n### SerializeSparse\n\n```gdscript\n SerializeSparse(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input sparse_indices,\n ::tensorflow::Input sparse_values,\n ::tensorflow::Input sparse_shape\n)\n``` \n\n### SerializeSparse\n\n```gdscript\n SerializeSparse(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input sparse_indices,\n ::tensorflow::Input sparse_values,\n ::tensorflow::Input sparse_shape,\n const SerializeSparse::Attrs & attrs\n)\n``` \n\n### node\n\n```gdscript\n::tensorflow::Node * node() const \n``` \n\n### operator::tensorflow::Input\n\n```gdscript\n operator::tensorflow::Input() const \n``` \n\n### operator::tensorflow::Output\n\n```gdscript\n operator::tensorflow::Output() const \n``` \n\nPublic static functions\n-----------------------\n\n### OutType\n\n```text\nAttrs OutType(\n DataType x\n)\n```"]]
