Stay organized with collections
Save and categorize content based on your preferences.
tensorflow::ops::TensorArray::Attrs
#include <data_flow_ops.h>
Optional attribute setters for TensorArray.
Summary
Public functions
|
ClearAfterRead(bool x)
|
If true (default), Tensors in the TensorArray are cleared after being read. |
DynamicSize(bool x)
|
A boolean that determines whether writes to the TensorArray are allowed to grow the size. |
ElementShape(PartialTensorShape x)
|
The expected shape of an element, if known.
|
IdenticalElementShapes(bool x)
|
If true (default is false), then all elements in the TensorArray will be expected to have identical shapes. |
TensorArrayName(StringPiece x)
|
Overrides the name used for the temporary tensor_array resource.
|
Public attributes
clear_after_read_
bool tensorflow::ops::TensorArray::Attrs::clear_after_read_ = true
dynamic_size_
bool tensorflow::ops::TensorArray::Attrs::dynamic_size_ = false
element_shape_
PartialTensorShape tensorflow::ops::TensorArray::Attrs::element_shape_ = ::tensorflow::PartialTensorShape()
identical_element_shapes_
bool tensorflow::ops::TensorArray::Attrs::identical_element_shapes_ = false
tensor_array_name_
StringPiece tensorflow::ops::TensorArray::Attrs::tensor_array_name_ = ""
Public functions
ClearAfterRead
TF_MUST_USE_RESULT Attrs tensorflow::ops::TensorArray::Attrs::ClearAfterRead(
bool x
)
If true (default), Tensors in the TensorArray are cleared after being read.
This disables multiple read semantics but allows early release of memory.
Defaults to true
DynamicSize
TF_MUST_USE_RESULT Attrs tensorflow::ops::TensorArray::Attrs::DynamicSize(
bool x
)
A boolean that determines whether writes to the TensorArray are allowed to grow the size.
By default, this is not allowed.
Defaults to false
ElementShape
TF_MUST_USE_RESULT Attrs tensorflow::ops::TensorArray::Attrs::ElementShape(
PartialTensorShape x
)
The expected shape of an element, if known.
Used to validate the shapes of TensorArray elements. If this shape is not fully specified, gathering zero-size TensorArrays is an error.
Defaults to
IdenticalElementShapes
TF_MUST_USE_RESULT Attrs tensorflow::ops::TensorArray::Attrs::IdenticalElementShapes(
bool x
)
If true (default is false), then all elements in the TensorArray will be expected to have identical shapes.
This allows certain behaviors, like dynamically checking for consistent shapes on write, and being able to fill in properly shaped zero tensors on stack even if the element_shape attribute is not fully defined.
Defaults to false
TensorArrayName
TF_MUST_USE_RESULT Attrs tensorflow::ops::TensorArray::Attrs::TensorArrayName(
StringPiece x
)
Overrides the name used for the temporary tensor_array resource.
Default value is the name of the 'TensorArray' op (which is guaranteed unique).
Defaults to ""
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates. Some content is licensed under the numpy license.
Last updated 2021-11-15 UTC.
[null,null,["Last updated 2021-11-15 UTC."],[],[],null,["# tensorflow::ops::TensorArray::Attrs Struct Reference\n\ntensorflow::ops::TensorArray::Attrs\n===================================\n\n`#include \u003cdata_flow_ops.h\u003e`\n\nOptional attribute setters for [TensorArray](/api_docs/cc/class/tensorflow/ops/tensor-array#classtensorflow_1_1ops_1_1_tensor_array).\n\nSummary\n-------\n\n| ### Public attributes ||\n|-------------------------------------------------------------------------------------------------------------------------------------------------|----------------------|\n| [clear_after_read_](#structtensorflow_1_1ops_1_1_tensor_array_1_1_attrs_1adf69f46749934d660c3721550ea1c03a)` = true` | `bool` |\n| [dynamic_size_](#structtensorflow_1_1ops_1_1_tensor_array_1_1_attrs_1a8ad7c8391ad0b235dfdfd5a6db9732e3)` = false` | `bool` |\n| [element_shape_](#structtensorflow_1_1ops_1_1_tensor_array_1_1_attrs_1a72e5eb3fb8c00fe4a457046e3ebbaabf)` = ::tensorflow::PartialTensorShape()` | `PartialTensorShape` |\n| [identical_element_shapes_](#structtensorflow_1_1ops_1_1_tensor_array_1_1_attrs_1a54f4ec465ff422399336316e2593ecd1)` = false` | `bool` |\n| [tensor_array_name_](#structtensorflow_1_1ops_1_1_tensor_array_1_1_attrs_1abf20ffc7391f652ec55c110cc1ef6a62)` = \"\"` | `StringPiece` |\n\n| ### Public functions ||\n|--------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [ClearAfterRead](#structtensorflow_1_1ops_1_1_tensor_array_1_1_attrs_1afd43b315da52533acfc34c6cf9bb6d0c)`(bool x)` | `TF_MUST_USE_RESULT `[Attrs](/api_docs/cc/struct/tensorflow/ops/tensor-array/attrs#structtensorflow_1_1ops_1_1_tensor_array_1_1_attrs) If true (default), Tensors in the [TensorArray](/api_docs/cc/class/tensorflow/ops/tensor-array#classtensorflow_1_1ops_1_1_tensor_array) are cleared after being read. |\n| [DynamicSize](#structtensorflow_1_1ops_1_1_tensor_array_1_1_attrs_1a2e7a4d021eec60921c502ca0af09cfd1)`(bool x)` | `TF_MUST_USE_RESULT `[Attrs](/api_docs/cc/struct/tensorflow/ops/tensor-array/attrs#structtensorflow_1_1ops_1_1_tensor_array_1_1_attrs) A boolean that determines whether writes to the [TensorArray](/api_docs/cc/class/tensorflow/ops/tensor-array#classtensorflow_1_1ops_1_1_tensor_array) are allowed to grow the size. |\n| [ElementShape](#structtensorflow_1_1ops_1_1_tensor_array_1_1_attrs_1aa6759843dcee15a20ca580b47055468c)`(PartialTensorShape x)` | `TF_MUST_USE_RESULT `[Attrs](/api_docs/cc/struct/tensorflow/ops/tensor-array/attrs#structtensorflow_1_1ops_1_1_tensor_array_1_1_attrs) The expected shape of an element, if known. |\n| [IdenticalElementShapes](#structtensorflow_1_1ops_1_1_tensor_array_1_1_attrs_1a821ffb1df33eb2716154fe6c0ed03284)`(bool x)` | `TF_MUST_USE_RESULT `[Attrs](/api_docs/cc/struct/tensorflow/ops/tensor-array/attrs#structtensorflow_1_1ops_1_1_tensor_array_1_1_attrs) If true (default is false), then all elements in the [TensorArray](/api_docs/cc/class/tensorflow/ops/tensor-array#classtensorflow_1_1ops_1_1_tensor_array) will be expected to have identical shapes. |\n| [TensorArrayName](#structtensorflow_1_1ops_1_1_tensor_array_1_1_attrs_1a8ba097c423bc48c48ee1d8ac417dd021)`(StringPiece x)` | `TF_MUST_USE_RESULT `[Attrs](/api_docs/cc/struct/tensorflow/ops/tensor-array/attrs#structtensorflow_1_1ops_1_1_tensor_array_1_1_attrs) Overrides the name used for the temporary tensor_array resource. |\n\nPublic attributes\n-----------------\n\n### clear_after_read_\n\n```scdoc\nbool tensorflow::ops::TensorArray::Attrs::clear_after_read_ = true\n``` \n\n### dynamic_size_\n\n```scdoc\nbool tensorflow::ops::TensorArray::Attrs::dynamic_size_ = false\n``` \n\n### element_shape_\n\n```scdoc\nPartialTensorShape tensorflow::ops::TensorArray::Attrs::element_shape_ = ::tensorflow::PartialTensorShape()\n``` \n\n### identical_element_shapes_\n\n```scdoc\nbool tensorflow::ops::TensorArray::Attrs::identical_element_shapes_ = false\n``` \n\n### tensor_array_name_\n\n```scdoc\nStringPiece tensorflow::ops::TensorArray::Attrs::tensor_array_name_ = \"\"\n``` \n\nPublic functions\n----------------\n\n### ClearAfterRead\n\n```scdoc\nTF_MUST_USE_RESULT Attrs tensorflow::ops::TensorArray::Attrs::ClearAfterRead(\n bool x\n)\n``` \nIf true (default), Tensors in the [TensorArray](/api_docs/cc/class/tensorflow/ops/tensor-array#classtensorflow_1_1ops_1_1_tensor_array) are cleared after being read.\n\nThis disables multiple read semantics but allows early release of memory.\n\nDefaults to true \n\n### DynamicSize\n\n```scdoc\nTF_MUST_USE_RESULT Attrs tensorflow::ops::TensorArray::Attrs::DynamicSize(\n bool x\n)\n``` \nA boolean that determines whether writes to the [TensorArray](/api_docs/cc/class/tensorflow/ops/tensor-array#classtensorflow_1_1ops_1_1_tensor_array) are allowed to grow the size.\n\nBy default, this is not allowed.\n\nDefaults to false \n\n### ElementShape\n\n```scdoc\nTF_MUST_USE_RESULT Attrs tensorflow::ops::TensorArray::Attrs::ElementShape(\n PartialTensorShape x\n)\n``` \nThe expected shape of an element, if known.\n\nUsed to validate the shapes of [TensorArray](/api_docs/cc/class/tensorflow/ops/tensor-array#classtensorflow_1_1ops_1_1_tensor_array) elements. If this shape is not fully specified, gathering zero-size TensorArrays is an error.\n\nDefaults to \n\n### IdenticalElementShapes\n\n```scdoc\nTF_MUST_USE_RESULT Attrs tensorflow::ops::TensorArray::Attrs::IdenticalElementShapes(\n bool x\n)\n``` \nIf true (default is false), then all elements in the [TensorArray](/api_docs/cc/class/tensorflow/ops/tensor-array#classtensorflow_1_1ops_1_1_tensor_array) will be expected to have identical shapes.\n\nThis allows certain behaviors, like dynamically checking for consistent shapes on write, and being able to fill in properly shaped zero tensors on stack even if the element_shape attribute is not fully defined.\n\nDefaults to false \n\n### TensorArrayName\n\n```scdoc\nTF_MUST_USE_RESULT Attrs tensorflow::ops::TensorArray::Attrs::TensorArrayName(\n StringPiece x\n)\n``` \nOverrides the name used for the temporary tensor_array resource.\n\nDefault value is the name of the '[TensorArray](/api_docs/cc/class/tensorflow/ops/tensor-array#classtensorflow_1_1ops_1_1_tensor_array)' op (which is guaranteed unique).\n\nDefaults to \"\""]]
