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tensor akışı:: işlem:: Değişken
#include <state_ops.h>
Adımlar boyunca devam eden bir tensör biçiminde durumu tutar.
Özet
Okunabilmesi veya değiştirilebilmesi için tensör durumuna bir referans çıktısı verir. TODO(zhifengc/mrry): Tensor akışında durum paylaşımı hakkında daha ayrıntılı bir belgeye bir işaretçi ekler.
Argümanlar:
- kapsam: Bir Kapsam nesnesi
- şekil: Değişken tensörün şekli.
- dtype: Değişken tensördeki öğelerin türü.
İsteğe bağlı özellikler (bkz. Attrs
):
- konteyner: Boş değilse, bu değişken verilen konteynere yerleştirilir. Aksi halde varsayılan kapsayıcı kullanılır.
- paylaşılan_adı: Boş değilse, bu değişken verilen pakette bu paylaşılan_adı ile adlandırılır. Aksi takdirde bunun yerine düğüm adı kullanılır.
İade:
-
Output
: Değişken tensöre bir referans.
Genel özellikler
Kamu işlevleri
Değişken
Variable(
const ::tensorflow::Scope & scope,
PartialTensorShape shape,
DataType dtype
)
düğüm
::tensorflow::Node * node() const
operator::tensorflow::Input() const
operatör::tensorflow::Çıktı
operator::tensorflow::Output() const
Genel statik işlevler
Konteyner
Attrs Container(
StringPiece x
)
Paylaşılan Ad
Attrs SharedName(
StringPiece x
)
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Son güncelleme tarihi: 2025-07-26 UTC.
[null,null,["Son güncelleme tarihi: 2025-07-26 UTC."],[],[],null,["# tensorflow::ops::Variable Class Reference\n\ntensorflow::ops::Variable\n=========================\n\n`#include \u003cstate_ops.h\u003e`\n\nHolds state in the form of a tensor that persists across steps.\n\nSummary\n-------\n\nOutputs a ref to the tensor state so it may be read or modified. TODO(zhifengc/mrry): Adds a pointer to a more detail document about sharing states in tensorflow.\n\nArguments:\n\n- scope: A [Scope](/versions/r2.0/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object\n- shape: The shape of the variable tensor.\n- dtype: The type of elements in the variable tensor.\n\n\u003cbr /\u003e\n\nOptional attributes (see [Attrs](/versions/r2.0/api_docs/cc/struct/tensorflow/ops/variable/attrs#structtensorflow_1_1ops_1_1_variable_1_1_attrs)):\n\n- container: If non-empty, this variable is placed in the given container. Otherwise, a default container is used.\n- shared_name: If non-empty, this variable is named in the given bucket with this shared_name. Otherwise, the node name is used instead.\n\n\u003cbr /\u003e\n\nReturns:\n\n- [Output](/versions/r2.0/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output): A reference to the variable tensor.\n\n\u003cbr /\u003e\n\n| ### Constructors and Destructors ||\n|---|---|\n| [Variable](#classtensorflow_1_1ops_1_1_variable_1af0402912fc9605aef0d837283ca95251)`(const ::`[tensorflow::Scope](/versions/r2.0/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, PartialTensorShape shape, DataType dtype)` ||\n| [Variable](#classtensorflow_1_1ops_1_1_variable_1a838420f5a738df6e954620d76ead19b3)`(const ::`[tensorflow::Scope](/versions/r2.0/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, PartialTensorShape shape, DataType dtype, const `[Variable::Attrs](/versions/r2.0/api_docs/cc/struct/tensorflow/ops/variable/attrs#structtensorflow_1_1ops_1_1_variable_1_1_attrs)` & attrs)` ||\n\n| ### Public attributes ||\n|--------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------|\n| [operation](#classtensorflow_1_1ops_1_1_variable_1ac6e1c46400dc4348423b98ab9555b44f) | [Operation](/versions/r2.0/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation) |\n| [ref](#classtensorflow_1_1ops_1_1_variable_1a22544a8c4cc8ca5250d9d91eb73563f2) | `::`[tensorflow::Output](/versions/r2.0/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output) |\n\n| ### Public functions ||\n|--------------------------------------------------------------------------------------------------------------------|------------------------|\n| [node](#classtensorflow_1_1ops_1_1_variable_1a4ab4f0408562846875bd4b320f1a78f5)`() const ` | `::tensorflow::Node *` |\n| [operator::tensorflow::Input](#classtensorflow_1_1ops_1_1_variable_1a09c4715d4048cfcc9522d1d6e496ddfe)`() const ` | ` ` ` ` |\n| [operator::tensorflow::Output](#classtensorflow_1_1ops_1_1_variable_1a28b2d6e24ae536d8375af583a380f7bb)`() const ` | ` ` ` ` |\n\n| ### Public static functions ||\n|--------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------|\n| [Container](#classtensorflow_1_1ops_1_1_variable_1a11918e4a4bb8a9c53eb5d8b3c01b39db)`(StringPiece x)` | [Attrs](/versions/r2.0/api_docs/cc/struct/tensorflow/ops/variable/attrs#structtensorflow_1_1ops_1_1_variable_1_1_attrs) |\n| [SharedName](#classtensorflow_1_1ops_1_1_variable_1a38a30153444617338e1c943515b1483a)`(StringPiece x)` | [Attrs](/versions/r2.0/api_docs/cc/struct/tensorflow/ops/variable/attrs#structtensorflow_1_1ops_1_1_variable_1_1_attrs) |\n\n| ### Structs ||\n|-----------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------|\n| [tensorflow::ops::Variable::Attrs](/versions/r2.0/api_docs/cc/struct/tensorflow/ops/variable/attrs) | Optional attribute setters for [Variable](/versions/r2.0/api_docs/cc/class/tensorflow/ops/variable#classtensorflow_1_1ops_1_1_variable). |\n\nPublic attributes\n-----------------\n\n### operation\n\n```text\nOperation operation\n``` \n\n### ref\n\n```text\n::tensorflow::Output ref\n``` \n\nPublic functions\n----------------\n\n### Variable\n\n```gdscript\n Variable(\n const ::tensorflow::Scope & scope,\n PartialTensorShape shape,\n DataType dtype\n)\n``` \n\n### Variable\n\n```gdscript\n Variable(\n const ::tensorflow::Scope & scope,\n PartialTensorShape shape,\n DataType dtype,\n const Variable::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```"]]