AutoDevice

Struct AutoDevice 

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pub struct AutoDevice<T, D>
where T: Clone + Send + Sync + 'static + Zero + Div<f64, Output = T> + Default + Mul<Output = T> + Add<Output = T>, D: Dimension + RemoveAxis, SliceInfo<[SliceInfoElem; 1], Dim<[usize; 1]>, Dim<[usize; 1]>>: SliceArg<D>, SliceInfo<[SliceInfoElem; 2], Dim<[usize; 2]>, Dim<[usize; 2]>>: SliceArg<D>,
{ /* private fields */ }
Expand description

A wrapper for arrays that automatically chooses the best device.

This wrapper automatically places arrays on the most appropriate device based on their size and the operations being performed.

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impl<T, D> AutoDevice<T, D>
where T: Clone + Send + Sync + 'static + Zero + Div<f64, Output = T> + Default + Mul<Output = T> + Add<Output = T>, D: Dimension + RemoveAxis + 'static, SliceInfo<[SliceInfoElem; 1], Dim<[usize; 1]>, Dim<[usize; 1]>>: SliceArg<D>, SliceInfo<[SliceInfoElem; 2], Dim<[usize; 2]>, Dim<[usize; 2]>>: SliceArg<D>,

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pub fn new(array: Array<T, D>) -> Self

Create a new auto-device array.

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pub fn on_device(&mut self, device: DeviceType) -> &dyn ArrayProtocol

Get the array on the specified device.

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pub fn device(&self) -> DeviceType

Get the current device.

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pub const fn array(&self) -> &Array<T, D>

Get the underlying array.

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impl<T, D> ArrayProtocol for AutoDevice<T, D>
where T: Clone + Send + Sync + 'static + Zero + Div<f64, Output = T> + Default + Mul<Output = T> + Add<Output = T>, D: Dimension + RemoveAxis + 'static, SliceInfo<[SliceInfoElem; 1], Dim<[usize; 1]>, Dim<[usize; 1]>>: SliceArg<D>, SliceInfo<[SliceInfoElem; 2], Dim<[usize; 2]>, Dim<[usize; 2]>>: SliceArg<D>,

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fn array_function( &self, func: &ArrayFunction, types: &[TypeId], args: &[Box<dyn Any>], kwargs: &HashMap<String, Box<dyn Any>>, ) -> Result<Box<dyn Any>, NotImplemented>

Implementation of the array protocol. Read more
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fn as_any(&self) -> &dyn Any

Get the array as Any for downcasting
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fn shape(&self) -> &[usize]

Get the shape of the array (default implementation returns empty slice)
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fn dtype(&self) -> TypeId

Get the data type of the array (default implementation returns f64)
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fn box_clone(&self) -> Box<dyn ArrayProtocol>

Clone this array protocol object.
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impl<T, D> Clone for AutoDevice<T, D>
where T: Clone + Send + Sync + 'static + Zero + Div<f64, Output = T> + Default + Mul<Output = T> + Add<Output = T>, D: Dimension + RemoveAxis + 'static, SliceInfo<[SliceInfoElem; 1], Dim<[usize; 1]>, Dim<[usize; 1]>>: SliceArg<D>, SliceInfo<[SliceInfoElem; 2], Dim<[usize; 2]>, Dim<[usize; 2]>>: SliceArg<D>,

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fn clone(&self) -> Self

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

Performs copy-assignment from source. Read more
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impl<T, D> Debug for AutoDevice<T, D>
where T: Clone + Send + Sync + Debug + 'static + Zero + Div<f64, Output = T> + Default + Mul<Output = T> + Add<Output = T>, D: Dimension + RemoveAxis + Debug + 'static, SliceInfo<[SliceInfoElem; 1], Dim<[usize; 1]>, Dim<[usize; 1]>>: SliceArg<D>, SliceInfo<[SliceInfoElem; 2], Dim<[usize; 2]>, Dim<[usize; 2]>>: SliceArg<D>,

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl<T, D> Freeze for AutoDevice<T, D>
where D: Freeze,

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impl<T, D> !RefUnwindSafe for AutoDevice<T, D>

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impl<T, D> Send for AutoDevice<T, D>

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impl<T, D> Sync for AutoDevice<T, D>

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impl<T, D> Unpin for AutoDevice<T, D>
where D: Unpin,

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impl<T, D> !UnwindSafe for AutoDevice<T, D>

Blanket Implementations§

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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> Az for T

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fn az<Dst>(self) -> Dst
where T: Cast<Dst>,

Casts the value.
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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<Src, Dst> CastFrom<Src> for Dst
where Src: Cast<Dst>,

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fn cast_from(src: Src) -> Dst

Casts the value.
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impl<T> CheckedAs for T

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fn checked_as<Dst>(self) -> Option<Dst>
where T: CheckedCast<Dst>,

Casts the value.
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impl<Src, Dst> CheckedCastFrom<Src> for Dst
where Src: CheckedCast<Dst>,

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fn checked_cast_from(src: Src) -> Option<Dst>

Casts the value.
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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<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> 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> OverflowingAs for T

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fn overflowing_as<Dst>(self) -> (Dst, bool)
where T: OverflowingCast<Dst>,

Casts the value.
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impl<Src, Dst> OverflowingCastFrom<Src> for Dst
where Src: OverflowingCast<Dst>,

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fn overflowing_cast_from(src: Src) -> (Dst, bool)

Casts the value.
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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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impl<T> PolicyExt for T
where T: ?Sized,

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fn and<P, B, E>(self, other: P) -> And<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow only if self and other return Action::Follow. Read more
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fn or<P, B, E>(self, other: P) -> Or<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow if either self or other returns Action::Follow. Read more
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impl<T> Same for T

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type Output = T

Should always be Self
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impl<T> SaturatingAs for T

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fn saturating_as<Dst>(self) -> Dst
where T: SaturatingCast<Dst>,

Casts the value.
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impl<Src, Dst> SaturatingCastFrom<Src> for Dst
where Src: SaturatingCast<Dst>,

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fn saturating_cast_from(src: Src) -> Dst

Casts the value.
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impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

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fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more
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fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).
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fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.
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fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.
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impl<T> ToOwned for T
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> UnwrappedAs for T

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fn unwrapped_as<Dst>(self) -> Dst
where T: UnwrappedCast<Dst>,

Casts the value.
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impl<Src, Dst> UnwrappedCastFrom<Src> for Dst
where Src: UnwrappedCast<Dst>,

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fn unwrapped_cast_from(src: Src) -> Dst

Casts the value.
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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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impl<T> WrappingAs for T

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fn wrapping_as<Dst>(self) -> Dst
where T: WrappingCast<Dst>,

Casts the value.
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impl<Src, Dst> WrappingCastFrom<Src> for Dst
where Src: WrappingCast<Dst>,

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fn wrapping_cast_from(src: Src) -> Dst

Casts the value.
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impl<T> Ungil for T
where T: Send,

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impl<T> WasmNotSend for T
where T: Send,

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impl<T> WasmNotSendSync for T

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impl<T> WasmNotSync for T
where T: Sync,