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- research-articleMarch 2009
QR decomposition on GPUs
GPGPU-2: Proceedings of 2nd Workshop on General Purpose Processing on Graphics Processing UnitsPages 71–78https://doi.org/10.1145/1513895.1513904QR decomposition is a computationally intensive linear algebra operation that factors a matrix A into the product of a unitary matrix Q and upper triangular matrix R. Adaptive systems commonly employ QR decomposition to solve overdetermined least ...
- research-articleMarch 2009
Accelerating linpack with CUDA on heterogenous clusters
GPGPU-2: Proceedings of 2nd Workshop on General Purpose Processing on Graphics Processing UnitsPages 46–51https://doi.org/10.1145/1513895.1513901This paper describes the use of CUDA to accelerate the Linpack benchmark on heterogenous clusters, where both CPUs and GPUs are used in synergy with minor or no modifications to the original source code. A host library intercepts the calls to DGEMM and ...