ChunkedOperations

scirs2_sparse::memory_efficient

Struct ChunkedOperations

pub struct ChunkedOperations;

Expand description

Chunked sparse matrix operations for memory efficiency

Implementations§

impl ChunkedOperations

pub fn chunked_sparse_add<T, S1, S2>( a: &S1, b: &S2, chunk_size: usize, memory_tracker: Option<&mut MemoryTracker>, ) -> SparseResult<CsrArray<T>>
where T: Float + Debug + Copy + 'static + SimdUnifiedOps + Send + Sync + AddAssign, S1: SparseArray<T>, S2: SparseArray<T>,

Memory-efficient sparse matrix addition using chunking

pub fn chunked_sparse_scale<T, S>( matrix: &S, scalar: T, chunk_size: usize, memory_tracker: Option<&mut MemoryTracker>, ) -> SparseResult<CsrArray<T>>
where T: Float + Debug + Copy + 'static + SimdUnifiedOps + Send + Sync, S: SparseArray<T>,

Memory-efficient sparse matrix scaling using chunking

pub fn chunked_format_conversion<T, S>( matrix: &S, chunk_size: usize, memory_tracker: Option<&mut MemoryTracker>, ) -> SparseResult<CsrArray<T>>
where T: Float + Debug + Copy + 'static + SimdUnifiedOps + Send + Sync, S: SparseArray<T>,

Memory-efficient sparse matrix conversion with chunking

pub fn bandwidth_reduction<T, S>( matrix: &S, memory_tracker: Option<&mut MemoryTracker>, ) -> SparseResult<(Vec<usize>, CsrArray<T>)>
where T: Float + Debug + Copy + 'static + SimdUnifiedOps + Send + Sync, S: SparseArray<T>,

Memory-efficient bandwidth reduction using reverse Cuthill-McKee algorithm

Auto Trait Implementations§

impl Freeze for ChunkedOperations

impl RefUnwindSafe for ChunkedOperations

impl Send for ChunkedOperations

impl Sync for ChunkedOperations

impl Unpin for ChunkedOperations

impl UnwindSafe for ChunkedOperations

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

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