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DispatchKey

Enum DispatchKey 

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#[repr(u8)]
pub enum DispatchKey { Cpu = 0, Cuda = 1, Meta = 2, Sparse = 3, Quantized = 4, Nested = 5, Autocast = 6, Autograd = 7, Vmap = 8, Profiler = 9, Tracer = 10, }
Expand description

One of the 16 possible dispatch keys, ordered from lowest to highest priority. The u8 repr matches the bit position in DispatchKeySet’s internal u16 bitmask, so the priority ordering is both the enum declaration order and the numeric order of the discriminants.

Keys are resolved highest-priority-first: the dispatcher walks from the largest discriminant down and picks the first key that has a registered kernel for the op.

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Cpu = 0

Backend: CPU — terminal key for CPU kernels.

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Cuda = 1

Backend: CUDA — terminal key for CUDA kernels.

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Meta = 2

Backend: Meta device — shape-only dry runs, no data.

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Sparse = 3

Tensor contains sparse data. Sparse kernels intercept ops and either call a sparse-specific backend or densify and redispatch.

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Quantized = 4

Tensor contains quantized values. Quantized kernels dequantize, redispatch, and requantize (for ops without native quantized kernels).

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Nested = 5

Tensor is a nested/jagged tensor. Nested kernels iterate per-component and redispatch to the backend.

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Autocast = 6

Auto-mixed-precision: cast inputs to the autocast dtype before redispatching. Higher priority than Quantized so AMP happens before quantization layering.

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Autograd = 7

Autograd: record a backward node and redispatch with Autograd masked off. Highest-priority non-profiling key so the backward graph sees the post-dispatch view of each op.

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Vmap = 8

Vmap (batched tensor): intercept ops and apply them over the batch dimension. Stacks above Autograd so batched forwards still see autograd semantics.

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Profiler = 9

Profiler: record an entry in the active profiler before redispatching. Sits above Vmap so the profiler sees the outer call exactly once regardless of batching.

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Tracer = 10

Tracer: emit an IR node into the active JIT trace. Highest priority so tracing happens before any other layering transforms the op.

Implementations§

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impl DispatchKey

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pub const ALL: [DispatchKey; 11]

All 11 defined keys, in priority order (lowest to highest). Useful for iterating the full set.

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pub fn priority(self) -> u8

The numeric priority of this key. Larger = higher priority.

Trait Implementations§

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impl Clone for DispatchKey

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fn clone(&self) -> DispatchKey

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for DispatchKey

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

Formats the value using the given formatter. Read more
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impl Hash for DispatchKey

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fn hash<__H>(&self, state: &mut __H)
where __H: Hasher,

Feeds this value into the given Hasher. Read more
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fn hash_slice<H>(data: &[Self], state: &mut H)
where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher. Read more
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impl Ord for DispatchKey

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fn cmp(&self, other: &DispatchKey) -> Ordering

This method returns an Ordering between self and other. Read more
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fn max(self, other: Self) -> Self
where Self: Sized,

Compares and returns the maximum of two values. Read more
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fn min(self, other: Self) -> Self
where Self: Sized,

Compares and returns the minimum of two values. Read more
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fn clamp(self, min: Self, max: Self) -> Self
where Self: Sized,

Restrict a value to a certain interval. Read more
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impl PartialEq for DispatchKey

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fn eq(&self, other: &DispatchKey) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl PartialOrd for DispatchKey

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fn partial_cmp(&self, other: &DispatchKey) -> Option<Ordering>

This method returns an ordering between self and other values if one exists. Read more
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fn lt(&self, other: &Rhs) -> bool

Tests less than (for self and other) and is used by the < operator. Read more
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fn le(&self, other: &Rhs) -> bool

Tests less than or equal to (for self and other) and is used by the <= operator. Read more
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fn gt(&self, other: &Rhs) -> bool

Tests greater than (for self and other) and is used by the > operator. Read more
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fn ge(&self, other: &Rhs) -> bool

Tests greater than or equal to (for self and other) and is used by the >= operator. Read more
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impl Copy for DispatchKey

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impl Eq for DispatchKey

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impl StructuralPartialEq for DispatchKey

Auto Trait Implementations§

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> ByRef<T> for T

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fn by_ref(&self) -> &T

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<Q, K> Comparable<K> for Q
where Q: Ord + ?Sized, K: Borrow<Q> + ?Sized,

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fn compare(&self, key: &K) -> Ordering

Compare self to key and return their ordering.
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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<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

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fn equivalent(&self, key: &K) -> bool

Checks if this value is equivalent to the given key. Read more
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impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

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fn equivalent(&self, key: &K) -> bool

Compare self to key and return true if they are equal.
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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> Same for T

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type Output = T

Should always be Self
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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. 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> Boilerplate for T
where T: Copy + Send + Sync + Debug + PartialEq + 'static,

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

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impl<T> RuleType for T
where T: Copy + Debug + Eq + Hash + Ord,