I have a matrix in the COO
format. More specifically, there are three matrices row_index
, column_index
, value
. Can you help me to convert this matrix format in CSR
format with an efficient, not computationally expensive way, using C language? Are there libraries for this purpose?
Example:
COO format:
row_index col_index value
1 1 1
1 2 -1
1 3 -3
2 1 -2
2 2 5
3 3 4
3 4 6
3 5 4
4 1 -4
4 3 2
4 4 7
5 2 8
5 5 -5
Intel MKL documentation (for mkl_csrcoo
) states:
Converts a sparse matrix in the CSR format to the coordinate format and vice versa.
And according to the above link you should set job
:
if job(1)=1, the matrix in the coordinate format is converted to the CSR format.