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tensorflow:: ops:: RecordInput

#include <data_flow_ops.h>

Emits randomized records.

Summary

Args:

  • scope: A Scope object
  • file_pattern: Glob pattern for the data files.

Optional attributes (see Attrs ):

  • 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

RecordInput (const :: tensorflow::Scope & scope, StringPiece file_pattern)
RecordInput (const :: tensorflow::Scope & scope, StringPiece file_pattern, const RecordInput::Attrs & attrs)

Public attributes

operation
records

Public functions

node () const
::tensorflow::Node *
operator::tensorflow::Input () const
operator::tensorflow::Output () const

Public static functions

BatchSize (int64 x)
CompressionType (StringPiece x)
FileBufferSize (int64 x)
FileParallelism (int64 x)
FileRandomSeed (int64 x)
FileShuffleShiftRatio (float x)

Structs

tensorflow:: ops:: RecordInput:: Attrs

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
)