Eigendecomposition using cuSolver

  • Thread starter Thread starter Pablo Brubeck
  • Start date Start date
  • Tags Tags
    eigenvectors
Click For Summary
SUMMARY

The discussion focuses on obtaining eigenvalues and eigenvectors for dense, non-hermitian matrices using cuSolver, a CUDA library from NVIDIA. Users are advised to consult the official cuSolver documentation for guidance. It is noted that eigendecomposition for dense matrices is currently under development and will be included in a future release of the library. This indicates that users may need to wait for updates to fully utilize this feature.

PREREQUISITES
  • Familiarity with CUDA programming
  • Understanding of eigenvalues and eigenvectors
  • Knowledge of dense matrix operations
  • Access to cuSolver documentation
NEXT STEPS
  • Review the latest cuSolver documentation for updates on eigendecomposition
  • Explore alternative libraries for eigenvalue computations, such as cuBLAS
  • Study CUDA programming best practices for optimizing matrix operations
  • Monitor NVIDIA's announcements for future releases related to cuSolver features
USEFUL FOR

Researchers, data scientists, and developers working with CUDA who need to perform eigenvalue computations on dense, non-hermitian matrices.

Pablo Brubeck
Messages
6
Reaction score
0
I am looking for a clear example on how to obtain the complete set of eigenvalues and eigenvectors for a dense, non-hermitian matrix using cuSolver.
 
Physics news on Phys.org
Just found out through this keynote, the eigendecomposition for dense matrices is under development and will be featured on a future release.
 

Similar threads

Graduate Why are the eigenvectors of this hermitian matrix not orthogonal?
  • · Replies 2 ·
Replies
2
Views
3K
Undergrad The Orthogonality of the Eigenvectors of a 2x2 Hermitian Matrix
  • · Replies 13 ·
Replies
13
Views
4K
Undergrad Can one find a matrix that's 'unique' to a collection of eigenvectors?
  • · Replies 33 ·
2
Replies
33
Views
2K
Problem calculating eigenvalues and eigenvectors
  • · Replies 1 ·
Replies
1
Views
2K
Degeneracy and non degeneracy in quantum mechanics
  • · Replies 2 ·
Replies
2
Views
2K
Mathematica Eigenvectors 4x4 Matrix in Mathematica
  • · Replies 10 ·
Replies
10
Views
4K
Undergrad Unravelling Structure of a Symmetric Matrix
  • · Replies 5 ·
Replies
5
Views
3K
Undergrad Eigenproblem for non-normal matrix
  • · Replies 5 ·
Replies
5
Views
3K
MATLAB Solving Linear System with Eigenvalues in Matlab
  • · Replies 6 ·
Replies
6
Views
3K
MATLAB Problem with Karhunen-Loève expansion in matlab
  • · Replies 2 ·
Replies
2
Views
2K