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SellMatrix

Struct SellMatrix 

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pub struct SellMatrix { /* private fields */ }
Expand description

Sliced ELLPACK sparse matrix.

Rows are grouped into slices of slice_size rows. Within each slice, columns and values are stored in column-major order, padded to the max row length in that slice.

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impl SellMatrix

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pub fn from_csr(csr: &CsrMatrix<f32>, slice_size: usize) -> Self

Convert a CSR matrix to SELL format with the given slice size.

Typical slice_size: 32 or 64 (matching SIMD width or warp size).

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pub fn spmv( &self, alpha: f32, x: &[f32], beta: f32, y: &mut [f32], ) -> Result<(), SparseError>

SpMV: y = α·A·x + β·y

§Errors

Returns error on dimension mismatch.

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pub fn rows(&self) -> usize

Number of rows.

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pub fn cols(&self) -> usize

Number of columns.

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pub fn slice_size(&self) -> usize

Slice size (C parameter).

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pub fn storage_size(&self) -> usize

Total stored elements (including padding zeros).

Trait Implementations§

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impl Clone for SellMatrix

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fn clone(&self) -> SellMatrix

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 SellMatrix

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

Formats the value using the given formatter. Read more

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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.