CpuContext

Struct CpuContext 

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pub struct CpuContext { /* private fields */ }
Expand description

CPU execution context.

Encapsulates CPU-side execution resources, analogous to cuTENSOR’s cutensorHandle_t. Holds a rayon thread pool, a PlanCache for plan reuse, and reusable temporary buffers for host-side execution helpers.

§Examples

use tenferro_prims::CpuContext;

let mut ctx = CpuContext::try_new(4)?; // 4-thread pool
assert_eq!(ctx.num_threads(), 4);

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impl CpuContext

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pub fn default_num_threads() -> usize

Return the backend-defined default CPU thread count.

On Linux this prefers the current process CPU affinity mask. Other platforms fall back to std::thread::available_parallelism.

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pub fn try_new(num_threads: usize) -> Result<Self>

Create a new CPU context with the given number of threads.

§Errors

Returns tenferro_device::Error::InvalidArgument when num_threads == 0, or tenferro_device::Error::DeviceError when the underlying Rayon thread-pool construction fails.

§Examples
use tenferro_prims::CpuContext;

let ctx = CpuContext::try_new(2)?;
assert_eq!(ctx.num_threads(), 2);
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pub fn try_new_default() -> Result<Self>

Create a new CPU context using the backend-defined default thread count.

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pub fn new(num_threads: usize) -> Self

Create a new CPU context with the given number of threads.

This is a convenience wrapper around CpuContext::try_new. Production code should generally prefer the fallible constructor so context setup errors stay in the normal Result flow.

§Panics

Panics if CpuContext::try_new returns an error.

§Examples
use tenferro_prims::CpuContext;

let ctx = CpuContext::new(1);
assert_eq!(ctx.num_threads(), 1);
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pub fn new_default() -> Self

Create a new CPU context using the backend-defined default thread count.

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pub fn num_threads(&self) -> usize

Returns the number of threads in the pool.

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pub fn thread_pool(&self) -> &ThreadPool

Returns a reference to the underlying rayon thread pool.

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pub fn install<R>(&self, op: impl FnOnce() -> R + Send) -> R
where R: Send,

Run a closure inside the owned rayon thread pool.

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pub fn plan_cache_mut(&mut self) -> &mut PlanCache

Returns a mutable reference to the plan cache.

Trait Implementations§

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impl Default for CpuContext

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<Input> TensorComplexRealContextFor<Input> for CpuContext
where Input: ComplexFloat + Scalar, Input::Real: Scalar, CpuBackend: TensorComplexRealPrims<Input, Context = CpuContext, Real = Input::Real>,

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type ComplexRealBackend = CpuBackend

Backend associated with this context for the complex-to-real family.
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impl<Input> TensorComplexScaleContextFor<Input> for CpuContext
where Input: ComplexFloat + Scalar, Input::Real: Scalar + Send + Sync, CpuBackend: TensorComplexScalePrims<Input, Context = CpuContext>,

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type ComplexScaleBackend = CpuBackend

Backend associated with the complex-by-real family.
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impl<Alg> TensorIndexingContextFor<Alg> for CpuContext
where Alg: Algebra, CpuBackend: TensorIndexingPrims<Alg, Context = CpuContext>,

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type IndexingBackend = CpuBackend

Backend associated with this context for the indexing family.
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impl TensorMetadataContextFor for CpuContext

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type MetadataBackend = CpuBackend

Backend associated with this context for the metadata family.
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impl<T> TensorResolveConjContextFor<T> for CpuContext
where T: Scalar + Conjugate,

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fn resolve_conj(ctx: &mut Self, src: &Tensor<T>) -> Tensor<T>

Materialize a lazily-conjugated tensor using the backend tied to Self.
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impl<Alg> TensorScalarContextFor<Alg> for CpuContext
where Alg: Algebra, CpuBackend: TensorScalarPrims<Alg, Context = CpuContext>,

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type ScalarBackend = CpuBackend

Backend associated with this context for the scalar family.
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impl<Alg> TensorSemiringContextFor<Alg> for CpuContext
where Alg: Semiring, CpuBackend: TensorSemiringCore<Alg, Context = CpuContext>,

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type SemiringBackend = CpuBackend

Backend associated with this context for the given algebra family.
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impl<Alg> TensorSortContextFor<Alg> for CpuContext
where Alg: Algebra, Alg::Scalar: PartialOrd, CpuBackend: TensorSortPrims<Alg, Context = CpuContext>,

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type SortBackend = CpuBackend

Backend associated with this context for the sort family.

Auto Trait 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> 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<T> ByRef<T> for T

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fn by_ref(&self) -> &T

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

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fn rand<T>(&self, rng: &mut (impl Rng + ?Sized)) -> T
where Self: Distribution<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, 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> 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, 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<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V

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impl<T, U> Imply<T> for U
where T: ?Sized, U: ?Sized,

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impl<T> MaybeSend for T

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impl<T> MaybeSendSync for T

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impl<T> MaybeSync for T