parallel_sparse_matvec_csr

scirs2_sparse::parallel_vector_ops

Function parallel_sparse_matvec_csr 

Source 
pub fn parallel_sparse_matvec_csr<T>(
    y: &mut [T],
    rows: usize,
    indptr: &[usize],
    indices: &[usize],
    data: &[T],
    x: &[T],
    options: Option<ParallelVectorOptions>,
)
where
    T: Float + SparseElement + NumAssign + Send + Sync + Copy + SimdUnifiedOps,
Expand description

Parallel sparse matrix-vector multiplication for CSR format

Performs y = A * x where A is a sparse matrix in CSR format, using parallel processing and SIMD acceleration when beneficial.

§Arguments

  • y - Output vector (will be overwritten)
  • rows - Number of rows in the matrix
  • indptr - Row pointer array (length = rows + 1)
  • indices - Column indices array
  • data - Non-zero values array
  • x - Input vector
  • options - Optional configuration (uses default if None)

§Panics

Panics if array dimensions are inconsistent