Enum Conv2dStrategy

Source

pub enum Conv2dStrategy {
    Direct,
    Autotune,
    Gemm,
    ImplicitGemm,
    ImplicitGemmComplex,
}

Expand description

The strategy to be used when launching a convolution kernel.

Variants§

§

Direct

A simple direct convolution.

§

Autotune

Available on crate feature autotune only.

Using autotune to choose the best kernel based on runtime information.

§

Gemm

GEMM (im2col) based implementation of convolution. Significantly increased memory usage.

§

ImplicitGemm

Implicit GEMM implementation of convolution. Lower memory usage but requires CMMA and has constraints on tensor shape.

§

ImplicitGemmComplex

Implicit GEMM implementation of convolution. Uses cubecl matmul components to provide the flexibility needed to work well for varied problem sizes.

Trait Implementations§

Source §

impl Default for Conv2dStrategy

Source §

fn default() -> Self

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

Auto Trait Implementations§

§

impl UnwindSafe for Conv2dStrategy

Blanket Implementations§

Source §

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

Source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

Source §

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

Source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

Source §

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

Source §

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

Mutably borrows from an owned value. Read more

Source §

impl<T> From<T> for T

Source §

fn from(t: T) -> T

Returns the argument unchanged.

Source §

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

Source §

fn into(self) -> U

Calls U::from(self).

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

Source §

impl<T> IntoEither for T

Source §

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

Source §

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

Source §