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):

  • 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

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

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
)