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ParallelMatrixOps

sklears::parallel

Struct ParallelMatrixOps

pub struct ParallelMatrixOps;

Expand description

Parallel matrix operations

Implementations§

impl ParallelMatrixOps

pub fn matrix_multiply_parallel<T>( a: &ArrayBase<OwnedRepr<T>, Dim<[usize; 2]>>, b: &ArrayBase<OwnedRepr<T>, Dim<[usize; 2]>>, config: &ParallelConfig, ) -> ArrayBase<OwnedRepr<T>, Dim<[usize; 2]>>
where T: FloatBounds + Send + Sync,

Parallel matrix multiplication using rayon and SIMD

pub fn elementwise_op_parallel<T, F>( a: &ArrayBase<OwnedRepr<T>, Dim<[usize; 2]>>, b: &ArrayBase<OwnedRepr<T>, Dim<[usize; 2]>>, op: F, config: &ParallelConfig, ) -> ArrayBase<OwnedRepr<T>, Dim<[usize; 2]>>
where T: FloatBounds + Send + Sync, F: Fn(T, T) -> T + Send + Sync,

Parallel element-wise operations

pub fn apply_row_parallel<T, F>( matrix: &ArrayBase<OwnedRepr<T>, Dim<[usize; 2]>>, op: F, config: &ParallelConfig, ) -> ArrayBase<OwnedRepr<T>, Dim<[usize; 1]>>
where T: FloatBounds + Send + Sync, F: Fn(ArrayBase<ViewRepr<&T>, Dim<[usize; 1]>>) -> T + Send + Sync,

Parallel row-wise operations

pub fn apply_column_parallel<T, F>( matrix: &ArrayBase<OwnedRepr<T>, Dim<[usize; 2]>>, op: F, config: &ParallelConfig, ) -> ArrayBase<OwnedRepr<T>, Dim<[usize; 1]>>
where T: FloatBounds + Send + Sync, F: Fn(ArrayBase<ViewRepr<&T>, Dim<[usize; 1]>>) -> T + Send + Sync,

Parallel column-wise operations

Auto Trait Implementations§

impl Freeze for ParallelMatrixOps

impl RefUnwindSafe for ParallelMatrixOps

impl Send for ParallelMatrixOps

impl Sync for ParallelMatrixOps

impl Unpin for ParallelMatrixOps

impl UnsafeUnpin for ParallelMatrixOps

impl UnwindSafe for ParallelMatrixOps

Blanket Implementations§

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