tensorflow::ops::RecordInput::Attrs

#include <data_flow_ops.h>

Optional attribute setters for RecordInput.

Summary

Public attributes

batch_size_ = 32
int64
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)
The batch size.
FileBufferSize(int64 x)
The randomization shuffling buffer.
FileParallelism(int64 x)
How many sstables are opened and concurrently iterated over.
FileRandomSeed(int64 x)
Random seeds used to produce randomized records.
FileShuffleShiftRatio(float x)
Shifts the list of files after the list is randomly shuffled.

Public attributes

batch_size_

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

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

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

The batch size.

Defaults to 32

FileBufferSize

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

The randomization shuffling buffer.

Defaults to 10000

FileParallelism

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

How many sstables are opened and concurrently iterated over.

Defaults to 16

FileRandomSeed

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

Random seeds used to produce randomized records.

Defaults to 301

FileShuffleShiftRatio

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

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

Defaults to 0