Skip to main content

DLDataType

Struct DLDataType 

Source
#[repr(C)]
pub struct DLDataType { pub code: u8, pub bits: u8, pub lanes: u16, }
Expand description

\brief The data type the tensor can hold. The data type is assumed to follow the native endian-ness. An explicit error message should be raised when attempting to export an array with non-native endianness

Examples

  • float: type_code = 2, bits = 32, lanes = 1
  • float4(vectorized 4 float): type_code = 2, bits = 32, lanes = 4
  • int8: type_code = 0, bits = 8, lanes = 1
  • std::complex: type_code = 5, bits = 64, lanes = 1
  • bool: type_code = 6, bits = 8, lanes = 1 (as per common array library convention, the underlying storage size of bool is 8 bits)
  • float8_e4m3: type_code = 8, bits = 8, lanes = 1 (packed in memory)
  • float6_e3m2fn: type_code = 16, bits = 6, lanes = 1 (packed in memory)
  • float4_e2m1fn: type_code = 17, bits = 4, lanes = 1 (packed in memory)

When a sub-byte type is packed, DLPack requires the data to be in little bit-endian, i.e., for a packed data set D ((D >> (i * bits)) && bit_mask) stores the i-th element.

Fields§

§code: u8

\brief Type code of base types. We keep it uint8_t instead of DLDataTypeCode for minimal memory footprint, but the value should be one of DLDataTypeCode enum values.

§bits: u8

\brief Number of bits, common choices are 8, 16, 32.

§lanes: u16

\brief Number of lanes in the type, used for vector types.

Trait Implementations§

Source§

impl Clone for DLDataType

Source§

fn clone(&self) -> DLDataType

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more
Source§

impl Copy for DLDataType

Source§

impl Debug for DLDataType

Source§

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

Blanket Implementations§

Source§

impl<T> Any for T
where T: 'static + ?Sized,

Source§

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
Source§

impl<T> Borrow<T> for T
where T: ?Sized,

Source§

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
Source§

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source§

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
Source§

impl<T> CloneToUninit for T
where T: Clone,

Source§

unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
Source§

impl<T> From<T> for T

Source§

fn from(t: T) -> T

Returns the argument unchanged.

Source§

impl<T, U> Into<U> for T
where U: From<T>,

Source§

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

Source§

impl<T> ToOwned for T
where T: Clone,

Source§

type Owned = T

The resulting type after obtaining ownership.
Source§

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
Source§

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
Source§

impl<T, U> TryFrom<U> for T
where U: Into<T>,

Source§

type Error = Infallible

The type returned in the event of a conversion error.
Source§

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
Source§

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

Source§

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
Source§

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.