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TensorBody

Enum TensorBody 

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pub enum TensorBody {
    Operand(usize),
    Const(u64),
    Add(Box<TensorBody>, Box<TensorBody>),
    Sub(Box<TensorBody>, Box<TensorBody>),
    Mul(Box<TensorBody>, Box<TensorBody>),
    Min(Box<TensorBody>, Box<TensorBody>),
    Max(Box<TensorBody>, Box<TensorBody>),
    FloorDiv(Box<TensorBody>, Box<TensorBody>),
    Shr {
        arg: Box<TensorBody>,
        by: u32,
    },
    Unary {
        kind: SfpuKind,
        arg: Box<TensorBody>,
    },
    Select {
        cond: Pred,
        then: Box<TensorBody>,
        otherwise: Box<TensorBody>,
    },
}
Expand description

The scalar expression a ComputeOp::Generic applies at each point of its iteration space.

Deliberately NOT ScalarBody: that is the CGRA’s integer LoopCell datapath, which has no home for a float transcendental. Where a body happens to be integer-expressible the fabric lowering can convert it; otherwise it refuses by name, which is what it already does today.

Variants§

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Operand(usize)

Operand i, indexed through ins[i].

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Const(u64)

A literal, as f64 bits so the op stays Hash + Eq.

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Add(Box<TensorBody>, Box<TensorBody>)

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Sub(Box<TensorBody>, Box<TensorBody>)

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Mul(Box<TensorBody>, Box<TensorBody>)

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Min(Box<TensorBody>, Box<TensorBody>)

The smaller and the larger of two values: a clamp is one of each, a ReLU a Max with 0.

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Max(Box<TensorBody>, Box<TensorBody>)

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FloorDiv(Box<TensorBody>, Box<TensorBody>)

⌊a / b⌋, rounding toward −∞ — the VM’s //. A zero divisor faults.

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Shr

a >> by, an arithmetic shift (⌊a / 2^by⌋): an int8 model’s requant divides by its power of two this way.

Fields

§by: u32
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Unary

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Select

cond ? then : otherwise on an AXIS predicate — piecewise along the iteration space, decided by POSITION rather than by value, which no arithmetic on values can do. Both branches are evaluated (branch-free), so an unselected branch may read outside its page and yield 0.0. A rope window, a conv ring shift and the j < pos attention mask are each one of these.

Fields

§cond: Pred
§otherwise: Box<TensorBody>

Implementations§

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impl TensorBody

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pub fn post_order(&self) -> Vec<&TensorBody>

Every node of the body, each after its operands and the left operand first — the order whose position names a node wherever a body’s nodes are counted: its proven intervals, a run’s observations, a datapath’s wires.

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pub fn max_operand(&self) -> Option<usize>

The largest operand index the body names anywhere — in a leaf or in a predicate’s bound — so a validator can refuse a body that would index past the stage’s operands before an evaluator does.

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pub fn pred_names_operand(&self, i: usize) -> bool

Whether a predicate anywhere in the body reads its bound from operand i.

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pub fn integral(&self) -> bool

Whether the body is integer arithmetic throughout: no transcendental, and every literal a whole number an f64 holds exactly (below 2⁵³). Over integer operands such a body is evaluated in i64, exactly.

Trait Implementations§

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impl Clone for TensorBody

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fn clone(&self) -> TensorBody

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

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

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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 TensorBody

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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 TensorBody

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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 TensorBody

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fn eq(&self, other: &TensorBody) -> 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 TensorBody

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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 TensorBody

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impl StructuralPartialEq for TensorBody

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,