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tensorflow::ops::TensorArray::Attrs

#include <data_flow_ops.h>

Optional attribute setters for TensorArray.

Summary

Public attributes

clear_after_read_ = true
bool
dynamic_size_ = false
bool
element_shape_ = ::tensorflow::PartialTensorShape()
PartialTensorShape
identical_element_shapes_ = false
bool
tensor_array_name_ = ""
StringPiece

Public functions

ClearAfterRead(bool x)
TF_MUST_USE_RESULT Attrs
If true (default), Tensors in the TensorArray are cleared after being read.
DynamicSize(bool x)
TF_MUST_USE_RESULT Attrs
A boolean that determines whether writes to the TensorArray are allowed to grow the size.
ElementShape(PartialTensorShape x)
TF_MUST_USE_RESULT Attrs
The expected shape of an element, if known.
IdenticalElementShapes(bool x)
TF_MUST_USE_RESULT Attrs
If true (default is false), then all elements in the TensorArray will be expected to have have identical shapes.
TensorArrayName(StringPiece x)
TF_MUST_USE_RESULT Attrs
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 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 ""