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CpuBackend

Struct CpuBackend

pub struct CpuBackend;

Expand description

Prepares compiled models for CPU execution.

Implementations§

impl CpuBackend

pub fn prepare_for_execution( &self, model: &CompiledModel, execution: &Execution, ) -> RuntimeResult<CpuPlan>

Prepares a model using the policies resolved by an execution context.

§Errors

Returns RuntimeError when model lowering or differentiation fails, or the requested precision is unsupported for the model.

pub fn prepare(&self, model: &CompiledModel) -> CpuPlan

Prepares a model with forward autodiff and automatic execution-mode selection.

§Panics

Panics if forward differentiation or executable-plan construction fails for the compiled model.

pub fn prepare_with_execution_mode( &self, model: &CompiledModel, execution_mode: CpuExecutionMode, ) -> CpuPlan

Prepares a model with an explicit scalar-kernel execution mode.

§Panics

Panics if forward differentiation or executable-plan construction fails for the compiled model.

pub fn prepare_with_autodiff_mode( &self, model: &CompiledModel, mode: AutodiffMode, ) -> AutodiffResult<CpuPlan>

Prepares a model with an explicit automatic-differentiation mode.

§Errors

Returns laddu_autodiff::AutodiffError when model lowering or differentiation fails.

pub fn prepare_with_modes( &self, model: &CompiledModel, autodiff_mode: AutodiffMode, execution_mode: CpuExecutionMode, ) -> AutodiffResult<CpuPlan>

Prepares a model with explicit autodiff and scalar execution modes.

§Errors

Returns laddu_autodiff::AutodiffError when model lowering or differentiation fails.

Trait Implementations§

impl Clone for CpuBackend

fn clone(&self) -> CpuBackend

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

impl Debug for CpuBackend

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

Formats the value using the given formatter. Read more

impl Default for CpuBackend

fn default() -> CpuBackend

Returns the “default value” for a type. Read more

Auto Trait Implementations§

impl Freeze for CpuBackend

impl RefUnwindSafe for CpuBackend

impl Send for CpuBackend

impl Sync for CpuBackend

impl Unpin for CpuBackend

impl UnsafeUnpin for CpuBackend

impl UnwindSafe for CpuBackend

Blanket Implementations§

impl<T> Allocation for T
where T: RefUnwindSafe + Send + Sync,

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Any for T
where T: Any,

fn into_any(self: Box<T>) -> Box<dyn Any>

fn into_any_rc(self: Rc<T>) -> Rc<dyn Any>

fn type_name(&self) -> &'static str

impl<T> AnySync for T
where T: Any + Send + Sync,

fn into_any_arc(self: Arc<T>) -> Arc<dyn Any + Send + Sync> ⓘ

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

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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

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

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

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

fn into(self) -> U

Calls U::from(self).

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

impl<T> IntoEither for T

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

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

impl<T> Pointable for T

const ALIGN: usize

The alignment of pointer.

type Init = T

The type for initializers.

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

impl<T> Read<Exclusive, BecauseExclusive> for T
where T: ?Sized,

impl<T> Same for T

type Output = T

Should always be Self

impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

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

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more

fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).

fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.

fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.

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

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

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

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

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

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

type Error = Infallible

The type returned in the event of a conversion error.

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

Performs the conversion.

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

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

The type returned in the event of a conversion error.

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

Performs the conversion.