DTypeUsage

Enum DTypeUsage 

pub enum DTypeUsage {
    Storage,
    Arithmetic,
    Accelerated,
}
Expand description

Describes how a data type can be used on a given device.

A data type may be supported for different classes of operations. Not all data types that appear in hardware or kernel implementations are suitable for general-purpose tensor operations.

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Storage

The type can be stored in device memory and converted to and from other supported data types.

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Arithmetic

The type supports general-purpose arithmetic and common tensor operations (e.g. elementwise ops, reductions, etc.).

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Accelerated

The type is supported by hardware-accelerated execution paths.

This typically indicates support for accelerator-backed compute units (e.g., tensor cores executing MMA instructions) for high-performance operations such as matrix multiplication and operations that lower to it.

§Notes

  • A type can be both Arithmetic and Accelerated if it supports general-purpose operations and accelerated paths.
  • If a type is marked as Accelerated but not Arithmetic, it is not suitable for general-purpose tensor operations and may only be used in specific accelerated operations.

Accelerated is a flag, not a detailed descriptor. It does not enumerate which operations are accelerated or which accelerator features are available.

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impl DTypeUsage

pub fn general() -> EnumSet<DTypeUsage>

Returns the usage set required for general-purpose tensor support.

Trait Implementations§

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impl<O> BitAnd<O> for DTypeUsage
where O: Into<EnumSet<DTypeUsage>>,

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type Output = EnumSet<DTypeUsage>

The resulting type after applying the & operator.
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fn bitand(self, other: O) -> <DTypeUsage as BitAnd<O>>::Output

Performs the & operation. Read more
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impl<O> BitOr<O> for DTypeUsage
where O: Into<EnumSet<DTypeUsage>>,

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type Output = EnumSet<DTypeUsage>

The resulting type after applying the | operator.
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fn bitor(self, other: O) -> <DTypeUsage as BitOr<O>>::Output

Performs the | operation. Read more
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impl<O> BitXor<O> for DTypeUsage
where O: Into<EnumSet<DTypeUsage>>,

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type Output = EnumSet<DTypeUsage>

The resulting type after applying the ^ operator.
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fn bitxor(self, other: O) -> <DTypeUsage as BitXor<O>>::Output

Performs the ^ operation. Read more
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impl Clone for DTypeUsage

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fn clone(&self) -> DTypeUsage

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for DTypeUsage

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

Formats the value using the given formatter. Read more
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impl Not for DTypeUsage

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type Output = EnumSet<DTypeUsage>

The resulting type after applying the ! operator.
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fn not(self) -> <DTypeUsage as Not>::Output

Performs the unary ! operation. Read more
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impl PartialEq<EnumSet<DTypeUsage>> for DTypeUsage

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fn eq(&self, other: &EnumSet<DTypeUsage>) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl PartialEq for DTypeUsage

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

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl<O> Sub<O> for DTypeUsage
where O: Into<EnumSet<DTypeUsage>>,

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type Output = EnumSet<DTypeUsage>

The resulting type after applying the - operator.
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fn sub(self, other: O) -> <DTypeUsage as Sub<O>>::Output

Performs the - operation. Read more
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impl Copy for DTypeUsage

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impl EnumSetType for DTypeUsage

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impl Eq for DTypeUsage

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Blanket Implementations§

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impl<T> Adaptor<()> for T

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fn adapt(&self)

Adapt the type to be passed to a metric.
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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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

Mutably borrows from an owned value. Read more
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impl<C> CloneExpand for C
where C: Clone,

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fn __expand_clone_method(&self, _scope: &mut Scope) -> C

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

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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
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impl<T> Downcast<T> for T

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fn downcast(&self) -> &T

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impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

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fn equivalent(&self, key: &K) -> bool

Compare self to key and return true if they are equal.
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impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

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fn equivalent(&self, key: &K) -> bool

Checks if this value is equivalent to the given key. Read more
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impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

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fn equivalent(&self, key: &K) -> bool

Checks if this value is equivalent to the given key. Read more
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impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

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fn equivalent(&self, key: &K) -> bool

Checks if this value is equivalent to the given key. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided [Span], returning an Instrumented wrapper. Read more
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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more
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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

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

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impl<T> IntoComptime for T

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fn comptime(self) -> Self

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<T> TuneInputs for T
where T: Clone + Send + Sync + 'static,

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type At<'a> = T

The concrete input type at lifetime 'a.
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impl<T> Upcast<T> for T

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fn upcast(&self) -> Option<&T>

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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V

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impl<T> WithSubscriber for T

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fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a [WithDispatch] wrapper. Read more
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fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a [WithDispatch] wrapper. Read more
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where T: Copy + Send + Sync + Debug + PartialEq + 'static,

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