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aliran tensor:: operasi:: Memulihkan
#include <io_ops.h>
Memulihkan tensor dari file pos pemeriksaan.
Ringkasan
Membaca tensor yang disimpan dalam satu atau beberapa file. Jika ada beberapa file (misalnya karena tensor disimpan sebagai irisan), file_pattern
mungkin berisi simbol wildcard ( *
dan ?
) di bagian nama file saja, bukan di bagian direktori.
Jika file_pattern
cocok dengan beberapa file, preferred_shard
dapat digunakan untuk memberi petunjuk di file mana tensor yang diminta kemungkinan besar akan ditemukan. Operasi ini pertama-tama akan membuka file di indeks preferred_shard
dalam daftar file yang cocok dan mencoba memulihkan tensor dari file tersebut. Hanya jika beberapa tensor atau potongan tensor tidak ditemukan pada file pertama tersebut, maka Op akan membuka semua file. Menyetel preferred_shard
agar sesuai dengan nilai yang diteruskan sebagai masukan shard
dari Operasi Save
yang cocok dapat mempercepat Restore . Atribut ini hanya mempengaruhi kinerja, bukan kebenaran. Nilai default -1 berarti file diproses secara berurutan.
Lihat juga RestoreSlice
.
Argumen:
- ruang lingkup: Objek Lingkup
- file_pattern: Harus memiliki satu elemen. Pola file tempat kita membaca tensornya.
- tensor_name: Harus memiliki satu elemen. Nama tensor yang akan dipulihkan.
- dt : Jenis tensor yang akan dipulihkan.
Atribut opsional (lihat Attrs
):
- pilihan_shard: Indeks file yang akan dibuka terlebih dahulu jika beberapa file cocok dengan
file_pattern
.
Pengembalian:
-
Output
: Tensor yang dipulihkan.
Atribut publik
Fungsi publik
simpul
::tensorflow::Node * node() const
operator::tensorflow::Input() const
operator::tensorflow::Keluaran
operator::tensorflow::Output() const
Fungsi statis publik
Shard Pilihan
Attrs PreferredShard(
int64 x
)
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Terakhir diperbarui pada 2025-07-26 UTC.
[null,null,["Terakhir diperbarui pada 2025-07-26 UTC."],[],[],null,["# tensorflow::ops::Restore Class Reference\n\ntensorflow::ops::Restore\n========================\n\n`#include \u003cio_ops.h\u003e`\n\nRestores a tensor from checkpoint files.\n\nSummary\n-------\n\nReads a tensor stored in one or several files. If there are several files (for instance because a tensor was saved as slices), `file_pattern` may contain wildcard symbols (`*` and `?`) in the filename portion only, not in the directory portion.\n\nIf a `file_pattern` matches several files, `preferred_shard` can be used to hint in which file the requested tensor is likely to be found. This op will first open the file at index `preferred_shard` in the list of matching files and try to restore tensors from that file. Only if some tensors or tensor slices are not found in that first file, then the Op opens all the files. Setting `preferred_shard` to match the value passed as the `shard` input of a matching [Save](/versions/r2.0/api_docs/cc/class/tensorflow/ops/save#classtensorflow_1_1ops_1_1_save) Op may speed up [Restore](/versions/r2.0/api_docs/cc/class/tensorflow/ops/restore#classtensorflow_1_1ops_1_1_restore). This attribute only affects performance, not correctness. The default value -1 means files are processed in order.\n\nSee also [RestoreSlice](/versions/r2.0/api_docs/cc/class/tensorflow/ops/restore-slice#classtensorflow_1_1ops_1_1_restore_slice).\n\nArguments:\n\n- scope: A [Scope](/versions/r2.0/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object\n- file_pattern: Must have a single element. The pattern of the files from which we read the tensor.\n- tensor_name: Must have a single element. The name of the tensor to be restored.\n- dt: The type of the tensor to be restored.\n\n\u003cbr /\u003e\n\nOptional attributes (see [Attrs](/versions/r2.0/api_docs/cc/struct/tensorflow/ops/restore/attrs#structtensorflow_1_1ops_1_1_restore_1_1_attrs)):\n\n- preferred_shard: Index of file to open first if multiple files match `file_pattern`.\n\n\u003cbr /\u003e\n\nReturns:\n\n- [Output](/versions/r2.0/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output): The restored tensor.\n\n\u003cbr /\u003e\n\n| ### Constructors and Destructors ||\n|---|---|\n| [Restore](#classtensorflow_1_1ops_1_1_restore_1a06392cfeb62e5bbcd5a12c8c24f4a454)`(const ::`[tensorflow::Scope](/versions/r2.0/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` file_pattern, ::`[tensorflow::Input](/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` tensor_name, DataType dt)` ||\n| [Restore](#classtensorflow_1_1ops_1_1_restore_1a6bc04bd5b6925c42d2ab9fac0d053774)`(const ::`[tensorflow::Scope](/versions/r2.0/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` file_pattern, ::`[tensorflow::Input](/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` tensor_name, DataType dt, const `[Restore::Attrs](/versions/r2.0/api_docs/cc/struct/tensorflow/ops/restore/attrs#structtensorflow_1_1ops_1_1_restore_1_1_attrs)` & attrs)` ||\n\n| ### Public attributes ||\n|-------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------|\n| [operation](#classtensorflow_1_1ops_1_1_restore_1a512f0dcb5d23dea3939e1086b78490c9) | [Operation](/versions/r2.0/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation) |\n| [tensor](#classtensorflow_1_1ops_1_1_restore_1a7d6ad76f209f846683849ffcf4e5b2f9) | `::`[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_restore_1a6b5a77883f915a4b7e800cbda2f6b18a)`() const ` | `::tensorflow::Node *` |\n| [operator::tensorflow::Input](#classtensorflow_1_1ops_1_1_restore_1a20bb2f66a51a1413dda2b18f7880983f)`() const ` | ` ` ` ` |\n| [operator::tensorflow::Output](#classtensorflow_1_1ops_1_1_restore_1ab93346099735ce634a6caa5d98b8785d)`() const ` | ` ` ` ` |\n\n| ### Public static functions ||\n|-----------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------|\n| [PreferredShard](#classtensorflow_1_1ops_1_1_restore_1afca86c5066310bcef8e07db991a9df2f)`(int64 x)` | [Attrs](/versions/r2.0/api_docs/cc/struct/tensorflow/ops/restore/attrs#structtensorflow_1_1ops_1_1_restore_1_1_attrs) |\n\n| ### Structs ||\n|---------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------|\n| [tensorflow::ops::Restore::Attrs](/versions/r2.0/api_docs/cc/struct/tensorflow/ops/restore/attrs) | Optional attribute setters for [Restore](/versions/r2.0/api_docs/cc/class/tensorflow/ops/restore#classtensorflow_1_1ops_1_1_restore). |\n\nPublic attributes\n-----------------\n\n### operation\n\n```text\nOperation operation\n``` \n\n### tensor\n\n```text\n::tensorflow::Output tensor\n``` \n\nPublic functions\n----------------\n\n### Restore\n\n```gdscript\n Restore(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input file_pattern,\n ::tensorflow::Input tensor_name,\n DataType dt\n)\n``` \n\n### Restore\n\n```gdscript\n Restore(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input file_pattern,\n ::tensorflow::Input tensor_name,\n DataType dt,\n const Restore::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### PreferredShard\n\n```text\nAttrs PreferredShard(\n int64 x\n)\n```"]]