hyb.cu

#include <cusp/hyb_matrix.h>
#include <cusp/print.h>

int main(void)
{
    // allocate storage for (4,3) matrix with 8 nonzeros
    //     ELL portion has 5 nonzeros and storage for 2 nonzeros per row
    //     COO portion has 3 nonzeros

    cusp::hyb_matrix<int, float, cusp::host_memory> A(3, 4, 5, 3, 2);

    // Initialize A to represent the following matrix
    // [10  20  30  40]
    // [ 0  50   0   0]
    // [60   0  70  80]

    // A is split into ELL and COO parts as follows
    // [10  20  30  40]    [10  20   0   0]     [ 0   0  30  40]
    // [ 0  50   0   0]  = [ 0  50   0   0]  +  [ 0   0   0   0]
    // [60   0  70  80]    [60   0  70   0]     [ 0   0   0  80]


    // Initialize ELL part

    // X is used to fill unused entries in the ELL portion of the matrix
    const int X = cusp::ell_matrix<int,float,cusp::host_memory>::invalid_index;

    // first row
    A.ell.column_indices(0,0) = 0; A.ell.values(0,0) = 10;
    A.ell.column_indices(0,1) = 1; A.ell.values(0,1) = 20;

    // second row
    A.ell.column_indices(1,0) = 1; A.ell.values(1,0) = 50;  // shifted to leftmost position
    A.ell.column_indices(1,1) = X; A.ell.values(1,1) =  0;  // padding

    // third row
    A.ell.column_indices(2,0) = 0; A.ell.values(2,0) = 60;
    A.ell.column_indices(2,1) = 2; A.ell.values(2,1) = 70;  // shifted to leftmost position


    // Initialize COO part
    A.coo.row_indices[0] = 0;  A.coo.column_indices[0] = 2;  A.coo.values[0] = 30;
    A.coo.row_indices[1] = 0;  A.coo.column_indices[1] = 3;  A.coo.values[1] = 40;
    A.coo.row_indices[2] = 2;  A.coo.column_indices[2] = 3;  A.coo.values[2] = 80;


    // print matrix entries
    cusp::print(A);

    return 0;
}