tensorflow:: ops:: RecordInput
#include <data_flow_ops.h>
Emits randomized records.
Summary
Arguments:
- scope: A Scope object
- file_pattern: Glob pattern for the data files.
Optional attributes (see Attrs
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- file_random_seed: Random seeds used to produce randomized records.
- file_shuffle_shift_ratio: Shifts the list of files after the list is randomly shuffled.
- file_buffer_size: The randomization shuffling buffer.
- file_parallelism: How many sstables are opened and concurrently iterated over.
- batch_size: The batch size.
- compression_type: The type of compression for the file. Currently ZLIB and GZIP are supported. Defaults to none.
Returns:
Output
: A tensor of shape [batch_size].
Constructors and Destructors |
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RecordInput(const ::tensorflow::Scope & scope, StringPiece file_pattern)
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RecordInput(const ::tensorflow::Scope & scope, StringPiece file_pattern, const RecordInput::Attrs & attrs)
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Public attributes |
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operation
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records
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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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BatchSize(int64 x)
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CompressionType(StringPiece x)
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FileBufferSize(int64 x)
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FileParallelism(int64 x)
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FileRandomSeed(int64 x)
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FileShuffleShiftRatio(float x)
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Structs |
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tensorflow:: |
Optional attribute setters for RecordInput. |
Public attributes
operation
Operation operation
records
::tensorflow::Output records
Public functions
RecordInput
RecordInput( const ::tensorflow::Scope & scope, StringPiece file_pattern )
RecordInput
RecordInput( const ::tensorflow::Scope & scope, StringPiece file_pattern, const RecordInput::Attrs & attrs )
node
::tensorflow::Node * node() const
operator::tensorflow::Input
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const
Public static functions
BatchSize
Attrs BatchSize( int64 x )
CompressionType
Attrs CompressionType( StringPiece x )
FileBufferSize
Attrs FileBufferSize( int64 x )
FileParallelism
Attrs FileParallelism( int64 x )
FileRandomSeed
Attrs FileRandomSeed( int64 x )
FileShuffleShiftRatio
Attrs FileShuffleShiftRatio( float x )