ParallelDecomposition

scirs2_linalg::parallel_dispatch

Struct ParallelDecomposition

pub struct ParallelDecomposition;

Expand description

Parallel-aware matrix decomposition dispatcher

Implementations§

impl ParallelDecomposition

pub fn cholesky<F>( a: &ArrayView2<'_, F>, workers: Option<usize>, ) -> LinalgResult<Array2<F>>
where F: Float + NumAssign + Sum + Send + Sync + ScalarOperand + 'static,

Choose and execute the appropriate Cholesky decomposition implementation

pub fn lu<F>( a: &ArrayView2<'_, F>, workers: Option<usize>, ) -> LinalgResult<(Array2<F>, Array2<F>, Array2<F>)>
where F: Float + NumAssign + One + Sum + Send + Sync + ScalarOperand + 'static,

Choose and execute the appropriate LU decomposition implementation

pub fn qr<F>( a: &ArrayView2<'_, F>, workers: Option<usize>, ) -> LinalgResult<(Array2<F>, Array2<F>)>
where F: Float + NumAssign + One + Sum + Send + Sync + ScalarOperand + 'static,

Choose and execute the appropriate QR decomposition implementation

pub fn svd<F>( a: &ArrayView2<'_, F>, full_matrices: bool, workers: Option<usize>, ) -> LinalgResult<(Array2<F>, Array1<F>, Array2<F>)>
where F: Float + NumAssign + One + Sum + Send + Sync + ScalarOperand + 'static,

Choose and execute the appropriate SVD implementation

Auto Trait Implementations§

impl Freeze for ParallelDecomposition

impl RefUnwindSafe for ParallelDecomposition

impl Send for ParallelDecomposition

impl Sync for ParallelDecomposition

impl Unpin for ParallelDecomposition

impl UnwindSafe for ParallelDecomposition

Blanket Implementations§

impl<T> Any for T
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