24 citations · 40 across the 5 of their papers we have counts for
5 papers
Software Development Aspects of Integrating Linear Algebra Libraries
Marcel Koch, Tobias Ribizel, Pratik Nayak +3
Many scientific discoveries are made through, or aided by, the use of simulation software. These sophisticated software applications are not built from the ground up, instead they…
Porting Batched Iterative Solvers onto Intel GPUs with SYCL
Phuong Nguyen, Pratik Nayak, Hartwig Anzt
Batched linear solvers play a vital role in computational sciences, especially in the fields of plasma physics and combustion simulations. With the imminent deployment of the Auror…
A Survey of Numerical Methods Utilizing Mixed Precision Arithmetic
Ahmad Abdelfattah, Hartwig Anzt, Erik G. Boman +22
Within the past years, hardware vendors have started designing low precision special function units in response to the demand of the Machine Learning community and their demand for…
Ginkgo: A Modern Linear Operator Algebra Framework for High Performance Computing
Hartwig Anzt, Terry Cojean, Goran Flegar +6
In this paper, we present Ginkgo, a modern C++ math library for scientific high performance computing. While classical linear algebra libraries act on matrix and vector objects, Gi…
Evaluating Abstract Asynchronous Schwarz solvers on GPUs
Pratik Nayak, Terry Cojean, Hartwig Anzt
With the commencement of the exascale computing era, we realize that the majority of the leadership supercomputers are heterogeneous and massively parallel even on a single node wi…