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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 2023-10-06 UTC.
[null,null,["Last updated 2023-10-06 UTC."],[],[],null,["# tensorflow::ops::SerializeSparse Class Reference\n\ntensorflow::ops::SerializeSparse\n================================\n\n`#include \u003csparse_ops.h\u003e`\n\nSerialize a `SparseTensor` into a `[3]`[Tensor](/versions/r2.14/api_docs/cc/class/tensorflow/tensor#classtensorflow_1_1_tensor) object.\n\nSummary\n-------\n\nArgs:\n\n- scope: A [Scope](/versions/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object\n- sparse_indices: 2-D. The `indices` of the `SparseTensor`.\n- sparse_values: 1-D. The `values` of the `SparseTensor`.\n- sparse_shape: 1-D. The `shape` of the `SparseTensor`.\n\n\u003cbr /\u003e\n\nOptional attributes (see [Attrs](/versions/r2.14/api_docs/cc/struct/tensorflow/ops/serialize-sparse/attrs#structtensorflow_1_1ops_1_1_serialize_sparse_1_1_attrs)):\n\n- out_type: The `dtype` to use for serialization; the supported types are `string` (default) and `variant`.\n\n\u003cbr /\u003e\n\nReturns:\n\n- [Output](/versions/r2.14/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output): 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/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_indices, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_values, ::`[tensorflow::Input](/versions/r2.14/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/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_indices, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_values, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_shape, const `[SerializeSparse::Attrs](/versions/r2.14/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/r2.14/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation) |\n| [serialized_sparse](#classtensorflow_1_1ops_1_1_serialize_sparse_1a504ec93f6c9f36404748a726b7593460) | `::`[tensorflow::Output](/versions/r2.14/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/r2.14/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/r2.14/api_docs/cc/struct/tensorflow/ops/serialize-sparse/attrs) | Optional attribute setters for [SerializeSparse](/versions/r2.14/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```"]]
