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tensorflow::ops::AddSparseToTensorsMap
#include <sparse_ops.h>
Add a SparseTensor to a SparseTensorsMap return its handle.
Summary
A SparseTensor is represented by three tensors: sparse_indices, sparse_values, and sparse_shape.
This operator takes the given SparseTensor and adds it to a container object (a SparseTensorsMap). A unique key within this container is generated in the form of an int64, and this is the value that is returned.
The SparseTensor can then be read out as part of a minibatch by passing the key as a vector element to TakeManySparseFromTensorsMap. To ensure the correct SparseTensorsMap is accessed, ensure that the same container and shared_name are passed to that Op. If no shared_name is provided here, instead use the name of the Operation created by calling AddSparseToTensorsMap as the shared_name passed to TakeManySparseFromTensorsMap. Ensure the Operations are colocated.
Arguments:
- 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):
- container: The container name for the
SparseTensorsMap created by this op.
- shared_name: The shared name for the
SparseTensorsMap created by this op. If blank, the new Operation's unique name is used.
Returns:
Output: 0-D. The handle of the SparseTensor now stored in the SparseTensorsMap.
Public attributes
Public functions
node
::tensorflow::Node * node() const
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const
Public static functions
Container
Attrs Container(
StringPiece x
)
SharedName
Attrs SharedName(
StringPiece x
)
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Last updated 2020-04-20 UTC.
[null,null,["Last updated 2020-04-20 UTC."],[],[],null,["# tensorflow::ops::AddSparseToTensorsMap Class Reference\n\ntensorflow::ops::AddSparseToTensorsMap\n======================================\n\n`#include \u003csparse_ops.h\u003e`\n\n[Add](/versions/r1.15/api_docs/cc/class/tensorflow/ops/add#classtensorflow_1_1ops_1_1_add) a `SparseTensor` to a `SparseTensorsMap` return its handle.\n\nSummary\n-------\n\nA `SparseTensor` is represented by three tensors: `sparse_indices`, `sparse_values`, and `sparse_shape`.\n\nThis operator takes the given `SparseTensor` and adds it to a container object (a `SparseTensorsMap`). A unique key within this container is generated in the form of an `int64`, and this is the value that is returned.\n\nThe `SparseTensor` can then be read out as part of a minibatch by passing the key as a vector element to [TakeManySparseFromTensorsMap](/versions/r1.15/api_docs/cc/class/tensorflow/ops/take-many-sparse-from-tensors-map#classtensorflow_1_1ops_1_1_take_many_sparse_from_tensors_map). To ensure the correct `SparseTensorsMap` is accessed, ensure that the same `container` and `shared_name` are passed to that Op. If no `shared_name` is provided here, instead use the *name* of the [Operation](/versions/r1.15/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation) created by calling [AddSparseToTensorsMap](/versions/r1.15/api_docs/cc/class/tensorflow/ops/add-sparse-to-tensors-map#classtensorflow_1_1ops_1_1_add_sparse_to_tensors_map) as the `shared_name` passed to [TakeManySparseFromTensorsMap](/versions/r1.15/api_docs/cc/class/tensorflow/ops/take-many-sparse-from-tensors-map#classtensorflow_1_1ops_1_1_take_many_sparse_from_tensors_map). Ensure the Operations are colocated.\n\nArguments:\n\n- scope: A [Scope](/versions/r1.15/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/r1.15/api_docs/cc/struct/tensorflow/ops/add-sparse-to-tensors-map/attrs#structtensorflow_1_1ops_1_1_add_sparse_to_tensors_map_1_1_attrs)):\n\n- container: The container name for the `SparseTensorsMap` created by this op.\n- shared_name: The shared name for the `SparseTensorsMap` created by this op. If blank, the new [Operation](/versions/r1.15/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation)'s unique name is used.\n\n\u003cbr /\u003e\n\nReturns:\n\n- [Output](/versions/r1.15/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output): 0-D. The handle of the `SparseTensor` now stored in the `SparseTensorsMap`.\n\n\u003cbr /\u003e\n\n| ### Constructors and Destructors ||\n|---|---|\n| [AddSparseToTensorsMap](#classtensorflow_1_1ops_1_1_add_sparse_to_tensors_map_1a19db933f8fd5d01db12d8b59d63bf06a)`(const ::`[tensorflow::Scope](/versions/r1.15/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r1.15/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_indices, ::`[tensorflow::Input](/versions/r1.15/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_values, ::`[tensorflow::Input](/versions/r1.15/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_shape)` ||\n| [AddSparseToTensorsMap](#classtensorflow_1_1ops_1_1_add_sparse_to_tensors_map_1aff3889e43d0d729ad526a005889b5626)`(const ::`[tensorflow::Scope](/versions/r1.15/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r1.15/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_indices, ::`[tensorflow::Input](/versions/r1.15/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_values, ::`[tensorflow::Input](/versions/r1.15/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` sparse_shape, const `[AddSparseToTensorsMap::Attrs](/versions/r1.15/api_docs/cc/struct/tensorflow/ops/add-sparse-to-tensors-map/attrs#structtensorflow_1_1ops_1_1_add_sparse_to_tensors_map_1_1_attrs)` & attrs)` ||\n\n| ### Public attributes ||\n|-----------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------|\n| [operation](#classtensorflow_1_1ops_1_1_add_sparse_to_tensors_map_1a3c43523211fb26d79e4d22b5149c4029) | [Operation](/versions/r1.15/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation) |\n| [sparse_handle](#classtensorflow_1_1ops_1_1_add_sparse_to_tensors_map_1a48d455f05445afe51dff6364bb8968c8) | `::`[tensorflow::Output](/versions/r1.15/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output) |\n\n| ### Public functions ||\n|-------------------------------------------------------------------------------------------------------------------------------------|------------------------|\n| [node](#classtensorflow_1_1ops_1_1_add_sparse_to_tensors_map_1a416c237556b0e60bf15c9df4fcb04da1)`() const ` | `::tensorflow::Node *` |\n| [operator::tensorflow::Input](#classtensorflow_1_1ops_1_1_add_sparse_to_tensors_map_1a02d4fe7f3659971c2cb8e26287ed407e)`() const ` | ` ` ` ` |\n| [operator::tensorflow::Output](#classtensorflow_1_1ops_1_1_add_sparse_to_tensors_map_1a738ce7832c4e4854e1988426e9f3d0f7)`() const ` | ` ` ` ` |\n\n| ### Public static functions ||\n|-------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [Container](#classtensorflow_1_1ops_1_1_add_sparse_to_tensors_map_1a8d3e3d5c6cf3b841ecbbc82322d94a89)`(StringPiece x)` | [Attrs](/versions/r1.15/api_docs/cc/struct/tensorflow/ops/add-sparse-to-tensors-map/attrs#structtensorflow_1_1ops_1_1_add_sparse_to_tensors_map_1_1_attrs) |\n| [SharedName](#classtensorflow_1_1ops_1_1_add_sparse_to_tensors_map_1accd0cca1251e1cf70fe8c4d9498dd117)`(StringPiece x)` | [Attrs](/versions/r1.15/api_docs/cc/struct/tensorflow/ops/add-sparse-to-tensors-map/attrs#structtensorflow_1_1ops_1_1_add_sparse_to_tensors_map_1_1_attrs) |\n\n| ### Structs ||\n|------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [tensorflow::ops::AddSparseToTensorsMap::Attrs](/versions/r1.15/api_docs/cc/struct/tensorflow/ops/add-sparse-to-tensors-map/attrs) | Optional attribute setters for [AddSparseToTensorsMap](/versions/r1.15/api_docs/cc/class/tensorflow/ops/add-sparse-to-tensors-map#classtensorflow_1_1ops_1_1_add_sparse_to_tensors_map). |\n\nPublic attributes\n-----------------\n\n### operation\n\n```text\nOperation operation\n``` \n\n### sparse_handle\n\n```scdoc\n::tensorflow::Output sparse_handle\n``` \n\nPublic functions\n----------------\n\n### AddSparseToTensorsMap\n\n```gdscript\n AddSparseToTensorsMap(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input sparse_indices,\n ::tensorflow::Input sparse_values,\n ::tensorflow::Input sparse_shape\n)\n``` \n\n### AddSparseToTensorsMap\n\n```gdscript\n AddSparseToTensorsMap(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input sparse_indices,\n ::tensorflow::Input sparse_values,\n ::tensorflow::Input sparse_shape,\n const AddSparseToTensorsMap::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### Container\n\n```text\nAttrs Container(\n StringPiece x\n)\n``` \n\n### SharedName\n\n```text\nAttrs SharedName(\n StringPiece x\n)\n```"]]
