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Tuner

Struct Tuner 

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pub struct Tuner<K: AutotuneKey> { /* private fields */ }
Expand description

Runs autotune benchmarks for a single device and caches the results.

On wasm, tune spawns its work on the browser event loop; elsewhere it blocks inline. Either way the benchmarking itself is synchronous; only the per-sample profile resolution is awaited.

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impl<K: AutotuneKey> Tuner<K>

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pub fn new(name: &str, device_id: &str) -> Self

Create a tuner. Its cache is seeded from the persistent on-disk cache when std_io is enabled.

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pub fn fastest(&self, key: &K) -> TuneCacheResult

Fetch the fastest autotune operation index for an autotune key.

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pub fn check_tune<'a, R: Runtime, F: TuneInputs, Out: AutotuneOutput>( &self, key: &K, inputs: &F::At<'a>, tunables: &TunableSet<K, F, Out>, checksum: impl FnOnce() -> String + Send + Sync, client: &ComputeClient<R>, ) -> TuneCacheResult
where <F as TuneInputs>::At<'a>: Clone + Send,

Check the cache, validate checksums if needed, and kick off a tuning job if the key is a miss. Returns the resolved cache state.

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impl<K: Debug + AutotuneKey> Debug for Tuner<K>

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl<K> Freeze for Tuner<K>

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impl<K> !RefUnwindSafe for Tuner<K>

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impl<K> Send for Tuner<K>

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impl<K> Sync for Tuner<K>

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impl<K> Unpin for Tuner<K>

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impl<K> UnsafeUnpin for Tuner<K>

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impl<K> !UnwindSafe for Tuner<K>

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.