cubecl_runtime::tune

Struct LocalTuner

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pub struct LocalTuner<AK: AutotuneKey, ID> { /* private fields */ }
Expand description

A local tuner allows to create a tuner for a specific key that can be different from the server key.

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impl<AK, ID> LocalTuner<AK, ID>
where AK: AutotuneKey + 'static, ID: Hash + PartialEq + Eq + Clone + Display,

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pub const fn new(name: &'static str) -> Self

Create a new local tuner.

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pub fn init<In, Out, F>(&self, init_set: F) -> Arc<TunableSet<AK, In, Out>>
where F: Fn() -> TunableSet<AK, In, Out> + 'static + Send + Sync, In: Clone + Send + 'static, Out: AutotuneOutput,

Init the tunable set

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pub fn clear(&self)

Clear the autotune state.

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pub fn execute<S, C, In, Out>( &self, id: &ID, client: &ComputeClient<S, C>, operations: Arc<TunableSet<AK, In, Out>>, inputs: In, ) -> Out
where S: ComputeServer + 'static, C: ComputeChannel<S> + 'static, In: Clone + Send + 'static, Out: AutotuneOutput,

Execute the best operation in the provided tunable set

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impl<AK: AutotuneKey, ID> Sync for LocalTuner<AK, ID>

Auto Trait Implementations§

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impl<AK, ID> !Freeze for LocalTuner<AK, ID>

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impl<AK, ID> !RefUnwindSafe for LocalTuner<AK, ID>

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impl<AK, ID> Send for LocalTuner<AK, ID>
where ID: Send,

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impl<AK, ID> !Unpin for LocalTuner<AK, ID>

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impl<AK, ID> !UnwindSafe for LocalTuner<AK, ID>

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> 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> 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, 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