Intel® oneAPI Math Kernel Library
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Lapack Diagonalization for Large Matrix

cd1054
Beginner
485 Views

Hi,

I am working on finding the eigenvalues and eigenvectors of a matrix with dimension 52920. However, when I run the LAPACK routine, my program does not stop running after 16 hours. Do you know what might be wrong? I think there might be an infinite loop that is being entered, but it is difficult for me to track down the problem.

Here is part of my code for reference. Any help would be appreciated! Thank you.

 

void diagonalize(int D, double* ground_state, double* hamiltonian, double* z, double* w, int* ifail) {

    cout << "dimension: " << D << endl;

    int matrix_layout = LAPACK_ROW_MAJOR;

    int dim = D;

    int lda = D;

    int ldz = D;

    int il;

    int iu;

    long long int info;

    int m;

    double abstol = -1;

    double vl = 0.0;

    double vu = 100.0;

    cout << "calling LAPACK..." << endl;

    info = LAPACKE_dsyevx(matrix_layout,'V','A','L', dim, hamiltonian, lda, vl, vu, il, iu, abstol, &m, w, z, ldz,ifail);

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cd1054
Beginner
417 Views

Thank you!

It turns out that I was just being slightly impatient. The routine completed successfully after ~20 hours. 

-Christina

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2 Replies
PrasanthD_intel
Moderator
443 Views

Hi,


There is a dedicated forum for mkl issues(https://community.intel.com/t5/Intel-oneAPI-Math-Kernel-Library/bd-p/oneapi-math-kernel-library), and we are redirecting issue to that forum.


Regards

Prasanth


cd1054
Beginner
418 Views

Thank you!

It turns out that I was just being slightly impatient. The routine completed successfully after ~20 hours. 

-Christina

Reply