Developer Reference

  • 2021.1
  • 12/04/2020
  • Public Content
Contents

DSS Nonsymmetric Matrix Storage

For a non-symmetric or non-Hermitian matrix, all non-zero elements need to be stored. Consider the non-symmetric matrix
B
:
The matrix
B
has 13 non-zero elements, and all of them are stored as follows:
Storage Arrays for a Non-Symmetric Matrix
one-based indexing
values
=
(1
-1
-3
-2
5
4
6
4
-4
2
7
8
-5)
columns
=
(1
2
4
1
2
3
4
5
1
3
4
2
5)
rowIndex
=
(1
4
6
9
12
14)
 
 
 
 
 
 
 
zero-based indexing
values
=
(1
-1
-3
-2
5
4
6
4
-4
2
7
8
-5)
columns
=
(0
1
3
0
1
2
3
4
0
2
3
1
4)
rowIndex
=
(0
3
5
8
11
13)
 
 
 
 
 
 
 

Storage Format Restrictions

The storage format for the sparse solver must conform to two important restrictions:
  • the non-zero values in a given row must be placed into the
    values
    array in the order in which they occur in the row (from left to right);
  • no diagonal element can be omitted from the
    values
    array for any symmetric or structurally symmetric matrix.
The second restriction implies that if symmetric or structurally symmetric matrices have zero diagonal elements, then they must be explicitly represented in the
values
array.

Product and Performance Information

1

Performance varies by use, configuration and other factors. Learn more at www.Intel.com/PerformanceIndex.