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TensorRef

Struct TensorRef 

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#[non_exhaustive]
pub struct TensorRef { pub name: Ident, pub dtype: DataType, pub shape: Arc<[u32]>, }
Expand description

A named, typed, shaped buffer argument passed into a Cat-A op.

Construct with TensorRef::new or the convenience helpers (u32_1d, f32_1d, u32_2d, f32_2d). Downstream ops consume TensorRefs instead of raw &str buffer names so type + shape checks happen at build() time.

Fields (Non-exhaustive)§

This struct is marked as non-exhaustive
Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.
§name: Ident

Name the buffer is registered under. Matches BufferDecl::name.

§dtype: DataType

Element dtype. Enforced against each op’s expected dtype set.

§shape: Arc<[u32]>

Logical shape in elements (not bytes). An empty vec is a scalar; a 2-element vec is a matrix; etc. Used for shape-mismatch detection at build-time.

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impl TensorRef

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pub fn new(name: impl Into<Ident>, dtype: DataType, shape: Vec<u32>) -> Self

Construct an explicit TensorRef. Callers prefer the shape helpers below unless their shape is computed.

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pub fn u32_1d(name: impl Into<Ident>, len: u32) -> Self

U32 1-D tensor convenience constructor.

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pub fn f32_1d(name: impl Into<Ident>, len: u32) -> Self

F32 1-D tensor convenience constructor.

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pub fn u32_2d(name: impl Into<Ident>, rows: u32, cols: u32) -> Self

U32 2-D tensor convenience constructor (rows × cols).

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pub fn f16_1d(name: impl Into<Ident>, len: u32) -> Self

F16 1-D tensor convenience constructor.

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pub fn f16_2d(name: impl Into<Ident>, rows: u32, cols: u32) -> Self

F16 2-D tensor convenience constructor (rows × cols).

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pub fn f32_2d(name: impl Into<Ident>, rows: u32, cols: u32) -> Self

F32 2-D tensor convenience constructor (rows × cols).

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pub fn element_count(&self) -> Option<u32>

Total element count. Returns None on overflow so builders can surface a structured error rather than silent wraparound.

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pub fn name_str(&self) -> &str

Borrow the buffer name as &str - the form every IR builder still accepts. Lets Cat-A ops forward to underlying primitives while keeping the typed surface on the boundary.

Trait Implementations§

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impl Clone for TensorRef

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fn clone(&self) -> TensorRef

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

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

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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 PartialEq for TensorRef

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

Tests for self and other values to be equal, and is used by ==.
1.0.0 (const: unstable) · Source§

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 Eq for TensorRef

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impl StructuralPartialEq for TensorRef

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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<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> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more
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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more
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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<T> WithSubscriber for T

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fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more
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fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more