Suchergebnisse - "Two-sided factorization algorithms"

Performance Analysis and Optimisation of Two-sided Factorization Algorithms for Heterogeneous Platform von Kabir, Khairul, Haidar, Azzam, Tomov, Stanimire, Dongarra, Jack

“… Many applications, ranging from big data analytics to nanostructure designs, require the solution of large dense singular value decomposition (SVD) or …”
Volltext

Accelerating the SVD bi-diagonalization of a batch of small matrices using GPUs von Dong, Tingxing, Haidar, Azzam, Tomov, Stanimire, Dongarra, Jack

“… •A batched BLAS design based on device function and big-tile setting was proposed on the GPU.•The batched BLAS approach is used to optimize solving the batched …”
Volltext

Optimizing the SVD Bidiagonalization Process for a Batch of Small Matrices von Dong, Tingxing, Haidar, Azzam, Tomov, Stanimire, Dongarra, Jack

“… A challenging class of problems arising in many GPU applications, called batched problems, involves linear algebra operations on many small-sized matrices. We …”
Volltext