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LayoutStrategy

Enum LayoutStrategy 

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pub enum LayoutStrategy {
    RowMajor,
    ColumnMajor,
    Blocked {
        block_size: usize,
    },
    Tiled {
        tile_height: usize,
        tile_width: usize,
    },
    ZOrder,
    Hilbert,
}
Expand description

Memory layout strategy for tensors.

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RowMajor

Row-major order (C-style, default for most systems)

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ColumnMajor

Column-major order (Fortran-style, good for column operations)

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Blocked

Blocked layout for cache-friendly access

Fields

§block_size: usize
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Tiled

Tiled layout with specific tile dimensions

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§tile_height: usize
§tile_width: usize
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ZOrder

Z-order (Morton) curve for locality preservation

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Hilbert

Hilbert curve for even better locality

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impl LayoutStrategy

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pub fn for_operation(op: &str) -> Self

Get the recommended strategy for a given operation pattern.

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pub fn supports_vectorization(&self) -> bool

Check if this layout benefits from vectorization.

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pub fn preserves_locality(&self) -> bool

Check if this layout preserves spatial locality.

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impl Clone for LayoutStrategy

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fn clone(&self) -> LayoutStrategy

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 LayoutStrategy

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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 Default for LayoutStrategy

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fn default() -> LayoutStrategy

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for LayoutStrategy

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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 LayoutStrategy

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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 LayoutStrategy

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

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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 Copy for LayoutStrategy

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impl Eq for LayoutStrategy

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impl StructuralPartialEq for LayoutStrategy

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