Enum tensorflow::DataType

pub enum DataType {
    UnrecognizedEnumValue(c_uint),
    Float,
    Double,
    Int32,
    UInt8,
    Int16,
    Int8,
    String,
    Complex64,
    Int64,
    Bool,
    QInt8,
    QUInt8,
    QInt32,
    BFloat16,
    QInt16,
    QUInt16,
    UInt16,
    Complex128,
    Half,
    Resource,
    Variant,
    UInt32,
    UInt64,
}

Type of a single tensor element.

Variants

UnrecognizedEnumValue(c_uint)

Represents an unrecognized value.

This allows such values to come from the C API and be sent back to the C API without loss in case new values are added in the future.

Float

32-bit floating point.

Double

64-bit floating point.

Int32

32-bit signed integer.

UInt8

8-bit unsigned integer.

Int16

16-bit signed integer.

Int8

8-bit signed integer.

String

String.

Complex64

Complex number composed of two 32-bit floats.

Int64

64-bit signed integer.

Bool

Boolean.

QInt8

Quantized 8-bit signed integer.

QUInt8

Quantized 8-bit unsigned integer.

QInt32

Quantized 32-bit signed integer.

BFloat16

Float32 truncated to 16 bits. Only for cast ops. Note that this is not the same as Half. BFloat16 is not an IEEE-754 16-bit float. See https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/framework/bfloat16.h for details.

QInt16

Quantized 16-bit signed integer.

QUInt16

Quantized 16-bit unsigned integer.

UInt16

16-bit unsigned integer.

Complex128

Complex number composed of two 64-bit floats.

Half

16-bit floating point.

Resource

TensorFlow Resource (name, container, device,…)

Variant

A dynamic type similar to std::any::Any.

UInt32

32-bit unsigned integer.

UInt64

64-bit unsigned integer.

Trait Implementations

impl Clone for DataType

fn clone(&self) -> DataType

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for DataType

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for DataType

fn default() -> DataType

Returns the “default value” for a type.

impl Display for DataType

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Ord for DataType

fn cmp(&self, other: &DataType) -> Ordering

This method returns an Ordering between self and other.

fn max(self, other: Self) -> Selfwhere Self: Sized,

Compares and returns the maximum of two values.

fn min(self, other: Self) -> Selfwhere Self: Sized,

Compares and returns the minimum of two values.

fn clamp(self, min: Self, max: Self) -> Selfwhere Self: Sized + PartialOrd<Self>,

Restrict a value to a certain interval.

impl PartialEq<DataType> for DataType

fn eq(&self, other: &DataType) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl PartialOrd<DataType> for DataType

fn partial_cmp(&self, other: &DataType) -> Option<Ordering>

This method returns an ordering between self and other values if one exists.

fn lt(&self, other: &Rhs) -> bool

This method tests less than (for self and other) and is used by the < operator.

fn le(&self, other: &Rhs) -> bool

This method tests less than or equal to (for self and other) and is used by the <= operator.

fn gt(&self, other: &Rhs) -> bool

This method tests greater than (for self and other) and is used by the > operator.

fn ge(&self, other: &Rhs) -> bool

This method tests greater than or equal to (for self and other) and is used by the >= operator.

impl Copy for DataType

impl Eq for DataType

impl StructuralEq for DataType

impl StructuralPartialEq for DataType