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ParallelReduction

scirs2_autograd::parallel::parallel_ops

Struct ParallelReduction

pub struct ParallelReduction;

Expand description

Parallel reduction operations

Implementations§

impl ParallelReduction

pub fn sum<F: Float>( array: &Array<F, IxDyn>, config: &ParallelConfig, ) -> Result<F, ThreadPoolError>

Parallel sum reduction

pub fn sum_axis<F: Float>( array: &Array<F, IxDyn>, axis: usize, config: &ParallelConfig, ) -> Result<Array<F, IxDyn>, ThreadPoolError>

Parallel sum along axis

pub fn max<F: Float>( array: &Array<F, IxDyn>, config: &ParallelConfig, ) -> Result<F, ThreadPoolError>

Parallel maximum reduction

pub fn min<F: Float>( array: &Array<F, IxDyn>, config: &ParallelConfig, ) -> Result<F, ThreadPoolError>

Parallel minimum reduction

pub fn mean<F: Float>( array: &Array<F, IxDyn>, config: &ParallelConfig, ) -> Result<F, ThreadPoolError>

Parallel mean reduction

pub fn variance<F: Float>( array: &Array<F, IxDyn>, config: &ParallelConfig, ) -> Result<F, ThreadPoolError>

Parallel variance reduction

Auto Trait Implementations§

impl Freeze for ParallelReduction

impl RefUnwindSafe for ParallelReduction

impl Send for ParallelReduction

impl Sync for ParallelReduction

impl Unpin for ParallelReduction

impl UnsafeUnpin for ParallelReduction

impl UnwindSafe for ParallelReduction

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

fn borrow(&self) -> &T

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

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

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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

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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

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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. 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.

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

fn vzip(self) -> V