Stability and Performance of Various Singular Value QR Implementations on Multicore CPU with a GPU.
Ichitaro YamazakiStanimire TomovJack J. DongarraPublished in: ACM Trans. Math. Softw. (2016)
Keyphrases
- singular values
- graphics processing units
- singular value decomposition
- graphics processors
- general purpose
- efficient implementation
- gpu implementation
- parallel processing
- parallel computation
- computing systems
- parallel computing
- massively parallel
- parallel programming
- high performance computing
- floating point
- real time
- parallel implementation
- low rank
- multi threaded
- heterogeneous computing
- dimensionality reduction
- parallel algorithm
- least squares
- error correction
- principal component analysis
- image processing
- pattern recognition
- data sets