Improving the performance of reduction to Hessenberg form

被引:17
作者
Quintana-Orti, Gregorio
van de Geijn, Robert
机构
[1] Univ Jaume 1, Dept Ingn & Ciencia Computadores, Castellon de La Plana 12071, Spain
[2] Univ Texas, Dept Comp Sci, Austin, TX 78712 USA
来源
ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE | 2006年 / 32卷 / 02期
关键词
algorithms; performance; linear algebra; eigenvalue problems; reduction to condensed form;
D O I
10.1145/1141885.1141887
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In this article, a modification of the blocked algorithm for reduction to Hessenberg form is presented that improves performance by shifting more computation from less efficient matrix-vector operations to highly efficient matrix-matrix operations. Significant performance improvements are reported relative to the performance achieved by the current LAPACK implementation.
引用
收藏
页码:180 / 194
页数:15
相关论文
共 16 条
  • [1] Anderson E, 1999, LAPACK USERS GUIDE
  • [2] ALGORITHM - SOLUTION OF MATRIX EQUATION AX+XB = C
    BARTELS, RH
    STEWART, GW
    [J]. COMMUNICATIONS OF THE ACM, 1972, 15 (09) : 820 - &
  • [3] The science of deriving dense linear algebra algorithms
    Bientinesi, P
    Gunnels, JA
    Myers, ME
    Quintana-Orti, ES
    Van De Geijn, RA
    [J]. ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE, 2005, 31 (01): : 1 - 26
  • [4] AN EXTENDED SET OF FORTRAN BASIC LINEAR ALGEBRA SUBPROGRAMS
    DONGARRA, JJ
    DUCROZ, J
    HAMMARLING, S
    HANSON, RJ
    [J]. ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE, 1988, 14 (01): : 1 - 17
  • [5] DONGARRA JJ, 1990, ACM T MATH SOFTWARE, V16, P1, DOI 10.1145/77626.79170
  • [6] DONGARRA JJ, 1989, J COMPUT APPL MATH, V27
  • [7] Golub G. H., 1996, MATRIX COMPUTATIONS
  • [8] HESSENBERG-SCHUR METHOD FOR THE PROBLEM AX+XB=C
    GOLUB, GH
    NASH, S
    VANLOAN, C
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1979, 24 (06) : 909 - 913
  • [9] UNITARY TRIANGULARIZATION OF A NONSYMMETRIC MATRIX
    HOUSEHOLDER, AS
    [J]. JOURNAL OF THE ACM, 1958, 5 (04) : 339 - 342
  • [10] Accumulating householder transformations, revisited
    Joffrain, Thierry
    Low, Tze Meng
    Quintana-Orti, Enrique S.
    van de Geijn, Robert
    Van Zee, Field G.
    [J]. ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE, 2006, 32 (02): : 169 - 179