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tensorflow::ops::RecordInput::Attrs

#include <data_flow_ops.h>

Optional attribute setters for RecordInput.

Summary

Public attributes

batch_size_ = 32
int64
compression_type_ = ""
StringPiece
file_buffer_size_ = 10000
int64
file_parallelism_ = 16
int64
file_random_seed_ = 301
int64
file_shuffle_shift_ratio_ = 0.0f
float

Public functions

BatchSize(int64 x)
TF_MUST_USE_RESULT Attrs
The batch size.
CompressionType(StringPiece x)
TF_MUST_USE_RESULT Attrs
The type of compression for the file.
FileBufferSize(int64 x)
TF_MUST_USE_RESULT Attrs
The randomization shuffling buffer.
FileParallelism(int64 x)
TF_MUST_USE_RESULT Attrs
How many sstables are opened and concurrently iterated over.
FileRandomSeed(int64 x)
TF_MUST_USE_RESULT Attrs
Random seeds used to produce randomized records.
FileShuffleShiftRatio(float x)
TF_MUST_USE_RESULT Attrs
Shifts the list of files after the list is randomly shuffled.

Public attributes

batch_size_

int64 tensorflow::ops::RecordInput::Attrs::batch_size_ = 32

compression_type_

StringPiece tensorflow::ops::RecordInput::Attrs::compression_type_ = ""

file_buffer_size_

int64 tensorflow::ops::RecordInput::Attrs::file_buffer_size_ = 10000

file_parallelism_

int64 tensorflow::ops::RecordInput::Attrs::file_parallelism_ = 16

file_random_seed_

int64 tensorflow::ops::RecordInput::Attrs::file_random_seed_ = 301

file_shuffle_shift_ratio_

float tensorflow::ops::RecordInput::Attrs::file_shuffle_shift_ratio_ = 0.0f

Public functions

BatchSize

TF_MUST_USE_RESULT Attrs tensorflow::ops::RecordInput::Attrs::BatchSize(
  int64 x
)

The batch size.

Defaults to 32

CompressionType

TF_MUST_USE_RESULT Attrs tensorflow::ops::RecordInput::Attrs::CompressionType(
  StringPiece x
)

The type of compression for the file.

Currently ZLIB and GZIP are supported. Defaults to none.

Defaults to ""

FileBufferSize

TF_MUST_USE_RESULT Attrs tensorflow::ops::RecordInput::Attrs::FileBufferSize(
  int64 x
)

The randomization shuffling buffer.

Defaults to 10000

FileParallelism

TF_MUST_USE_RESULT Attrs tensorflow::ops::RecordInput::Attrs::FileParallelism(
  int64 x
)

How many sstables are opened and concurrently iterated over.

Defaults to 16

FileRandomSeed

TF_MUST_USE_RESULT Attrs tensorflow::ops::RecordInput::Attrs::FileRandomSeed(
  int64 x
)

Random seeds used to produce randomized records.

Defaults to 301

FileShuffleShiftRatio

TF_MUST_USE_RESULT Attrs tensorflow::ops::RecordInput::Attrs::FileShuffleShiftRatio(
  float x
)

Shifts the list of files after the list is randomly shuffled.

Defaults to 0