tensorflow:: ops:: RandomShuffleQueue
#include <data_flow_ops.h>
A queue that randomizes the order of elements.
Summary
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. If the length of this attr is 0, the shapes of queue elements are not constrained, and 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.
- min_after_dequeue: Dequeue will block unless there would be this many elements after the dequeue or the queue is closed. This ensures a minimum level of mixing of elements.
- seed: If either seed or seed2 is set to be non-zero, the random number generator is seeded by the given seed. Otherwise, a random seed is used.
- seed2: A second seed to avoid seed collision.
- 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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RandomShuffleQueue(const ::tensorflow::Scope & scope, const DataTypeSlice & component_types)
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RandomShuffleQueue(const ::tensorflow::Scope & scope, const DataTypeSlice & component_types, const RandomShuffleQueue::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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MinAfterDequeue(int64 x)
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Seed(int64 x)
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Seed2(int64 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 RandomShuffleQueue. |
Public attributes
handle
::tensorflow::Output handle
operation
Operation operation
Public functions
RandomShuffleQueue
RandomShuffleQueue( const ::tensorflow::Scope & scope, const DataTypeSlice & component_types )
RandomShuffleQueue
RandomShuffleQueue( const ::tensorflow::Scope & scope, const DataTypeSlice & component_types, const RandomShuffleQueue::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 )
MinAfterDequeue
Attrs MinAfterDequeue( int64 x )
Seed
Attrs Seed( int64 x )
Seed2
Attrs Seed2( int64 x )
Shapes
Attrs Shapes( const gtl::ArraySlice< PartialTensorShape > & x )
SharedName
Attrs SharedName( StringPiece x )