tensorflow:: ops:: PaddingFIFOQueue
#include <data_flow_ops.h>
A queue that produces elements in first-in first-out order.
Summary
Variable-size shapes are allowed by setting the corresponding shape dimensions to 0 in the shape attr. In this case DequeueMany will pad up to the maximum size of any given element in the minibatch. See below for details.
Args:
- scope: A Scope object
- component_types: The type of each component in a value.
Optional attributes (see Attrs
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- shapes: The shape of each component in a value. The length of this attr must be either 0 or the same as the length of component_types. Shapes of fixed rank but variable size are allowed by setting any shape dimension to -1. In this case, the inputs' shape may vary along the given dimension, and DequeueMany will pad the given dimension with zeros up to the maximum shape of all elements in the given batch. If the length of this attr is 0, different queue elements may have different ranks and shapes, but only one element may be dequeued at a time.
- capacity: The upper bound on the number of elements in this queue. Negative numbers mean no limit.
- container: If non-empty, this queue is placed in the given container. Otherwise, a default container is used.
- shared_name: If non-empty, this queue will be shared under the given name across multiple sessions.
Returns:
Output
: The handle to the queue.
Constructors and Destructors |
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PaddingFIFOQueue(const ::tensorflow::Scope & scope, const DataTypeSlice & component_types)
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PaddingFIFOQueue(const ::tensorflow::Scope & scope, const DataTypeSlice & component_types, const PaddingFIFOQueue::Attrs & attrs)
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Public attributes |
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handle
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operation
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Public functions |
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node() const
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::tensorflow::Node *
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operator::tensorflow::Input() const
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operator::tensorflow::Output() const
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Public static functions |
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Capacity(int64 x)
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Container(StringPiece x)
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Shapes(const gtl::ArraySlice< PartialTensorShape > & x)
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SharedName(StringPiece x)
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Structs |
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tensorflow:: |
Optional attribute setters for PaddingFIFOQueue. |
Public attributes
handle
::tensorflow::Output handle
operation
Operation operation
Public functions
PaddingFIFOQueue
PaddingFIFOQueue( const ::tensorflow::Scope & scope, const DataTypeSlice & component_types )
PaddingFIFOQueue
PaddingFIFOQueue( const ::tensorflow::Scope & scope, const DataTypeSlice & component_types, const PaddingFIFOQueue::Attrs & attrs )
node
::tensorflow::Node * node() const
operator::tensorflow::Input
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const
Public static functions
Capacity
Attrs Capacity( int64 x )
Container
Attrs Container( StringPiece x )
Shapes
Attrs Shapes( const gtl::ArraySlice< PartialTensorShape > & x )
SharedName
Attrs SharedName( StringPiece x )