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ComputeOp

Enum ComputeOp 

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pub enum ComputeOp {
    MatmulTiles {
        block: BlockShape,
        sub_blocks: (usize, usize),
        num_blocks: usize,
        operand: Precision,
        acc: AccPolicy,
        dataflow: DataflowPolicy,
        interm: Option<BufferId>,
        granularity: Granularity,
    },
    Requant {
        m: i64,
        s: u32,
    },
    Bias {
        bias: BufferId,
    },
    Relu,
    Generic {
        iters: Vec<IterSpec>,
        ins: Vec<ElemAccess>,
        out: ElemAccess,
        body: TensorBody,
    },
    Scalar(ScalarBody),
}

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MatmulTiles

Fields

§sub_blocks: (usize, usize)

Sub-blocks per site block: (per_site_m / osh, per_site_n / osw).

§num_blocks: usize
§operand: Precision
§granularity: Granularity
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Requant

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Bias

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Relu

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Generic

★ THE GENERAL FORM — an iteration space, an affine access map per operand, and a scalar body.

Everything the vector/SFPU path does is one of these. The two facts that make it general:

A reduction is not an operator, it is an ITERATOR. An axis marked IterKind::Reduce is folded away and does not appear in out.

A broadcast is not an operator, it is an ABSENT TERM. An operand whose map omits an axis is CONSTANT along it. A per-row scalar omits the column axis; a per-column weight omits the row axis. Two operators (RowRescale, RowBroadcast) become one map read two ways, and the printer recovers mul_tiles_bcast_cols vs mul_tiles_bcast_rows from which axis is missing — which is the compiler doing the work instead of a human naming the case.

The iteration space is at ELEMENT granularity (a row axis over the tile’s 32 rows, a column axis over col_tiles * 32), because that is the only granularity at which a row reduction and a column broadcast are expressible at all; tile-level indices cannot say “constant along the columns inside a tile”.

Fields

§iters: Vec<IterSpec>
§ins: Vec<ElemAccess>

One map per operand, positionally matching the stage’s ins.

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Scalar(ScalarBody)

A scalar dataflow body applied element-wise over the input tiles (the choreography form of a StageKind::Scalar stage).

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impl ComputeOp

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pub fn shape(&self) -> Result<ComputeShape<'_>, &'static str>

The op’s ComputeShape. A requant’s multiplier enters its body as a constant, which holds it exactly while it is within ±2⁵³.

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impl Clone for ComputeOp

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fn clone(&self) -> ComputeOp

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 ComputeOp

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

Formats the value using the given formatter. Read more
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impl<'de> Deserialize<'de> for ComputeOp

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Hash for ComputeOp

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

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 PartialEq for ComputeOp

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fn eq(&self, other: &ComputeOp) -> 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 Serialize for ComputeOp

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more
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impl Eq for ComputeOp

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impl StructuralPartialEq for ComputeOp

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> 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<T> Downcast for T
where T: Any,

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fn into_any(self: Box<T>) -> Box<dyn Any>

Convert Box<dyn Trait> (where Trait: Downcast) to Box<dyn Any>. Box<dyn Any> can then be further downcast into Box<ConcreteType> where ConcreteType implements Trait.
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fn into_any_rc(self: Rc<T>) -> Rc<dyn Any>

Convert Rc<Trait> (where Trait: Downcast) to Rc<Any>. Rc<Any> can then be further downcast into Rc<ConcreteType> where ConcreteType implements Trait.
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fn as_any(&self) -> &(dyn Any + 'static)

Convert &Trait (where Trait: Downcast) to &Any. This is needed since Rust cannot generate &Any’s vtable from &Trait’s.
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fn as_any_mut(&mut self) -> &mut (dyn Any + 'static)

Convert &mut Trait (where Trait: Downcast) to &Any. This is needed since Rust cannot generate &mut Any’s vtable from &mut Trait’s.
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impl<T> DowncastSync for T
where T: Any + Send + Sync,

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fn into_any_arc(self: Arc<T>) -> Arc<dyn Any + Send + Sync>

Convert Arc<Trait> (where Trait: Downcast) to Arc<Any>. Arc<Any> can then be further downcast into Arc<ConcreteType> where ConcreteType implements Trait.
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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> 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<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,

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impl<T> Read<Exclusive, BecauseExclusive> for T
where T: ?Sized,