A performance analysis of computing the LU and the QR matrix decompositions on the CPU and the GPU.
Dusan B. GajicRadomir S. StankovicMilos RadmanovicPublished in: Int. J. Reason. based Intell. Syst. (2017)
Keyphrases
- singular value decomposition
- qr decomposition
- gpu implementation
- graphics processing units
- singular values
- graphics processors
- dimensionality reduction
- heterogeneous computing
- real time
- low rank
- parallel implementation
- singular vectors
- dimension reduction
- linear algebra
- coefficient matrix
- multithreading
- null space
- parallel computing
- general purpose
- cpu implementation
- principal component analysis