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The LINPACK benchmark: past, present and future
This paper describes the LINPACK Benchmark and some of its variations commonly used to
assess the performance of computer systems. Aside from the LINPACK Benchmark suite, the …
assess the performance of computer systems. Aside from the LINPACK Benchmark suite, the …
Accelerating numerical dense linear algebra calculations with GPUs
This chapter presents the current best design and implementation practices for the
acceleration of dense linear algebra (DLA) on GPUs. Examples are given with fundamental …
acceleration of dense linear algebra (DLA) on GPUs. Examples are given with fundamental …
HPC Programming on Intel Many‐Integrated‐Core Hardware with MAGMA Port to Xeon Phi
This paper presents the design and implementation of several fundamental dense linear
algebra (DLA) algorithms for multicore with Intel Xeon Phi coprocessors. In particular, we …
algebra (DLA) algorithms for multicore with Intel Xeon Phi coprocessors. In particular, we …
Unified development for mixed multi-gpu and multi-coprocessor environments using a lightweight runtime environment
Many of the heterogeneous resources available to modern computers are designed for
different workloads. In order to efficiently use GPU resources, the workload must have a …
different workloads. In order to efficiently use GPU resources, the workload must have a …
High-performance Cholesky factorization for GPU-only execution
A Haidar, A Abdelfatah, S Tomov… - Proceedings of the General …, 2017 - dl.acm.org
We present our performance analysis, algorithm designs, and the optimizations needed for
the development of high-performance GPU-only algorithms, and in particular, for the dense …
the development of high-performance GPU-only algorithms, and in particular, for the dense …
LU, QR, and Cholesky factorizations: Programming model, performance analysis and optimization techniques for the Intel Knights Landing Xeon Phi
A wide variety of heterogeneous compute resources, ranging from multicore CPUs to GPUs
and coprocessors, are available to modern computers, making it challenging to design …
and coprocessors, are available to modern computers, making it challenging to design …
Flexible linear algebra development and scheduling with cholesky factorization
Modern high performance computing environments are composed of networks of compute
nodes that often contain a variety of heterogeneous compute resources, such as multicore …
nodes that often contain a variety of heterogeneous compute resources, such as multicore …
Model-driven one-sided factorizations on multicore accelerated systems
Hardware heterogeneity of the HPC platforms is no longer considered unusual but instead
have become the most viable way forward towards Exascale. In fact, the multitude of the …
have become the most viable way forward towards Exascale. In fact, the multitude of the …
Accelerated methods for performing the LDLT decomposition
PE Strazdins - The Proceedings of ANZIAM, 2000 - journal.austms.org.au
This paper describes the design, implementation and performance of parallel direct dense
symmetric-indefinite matrix factorisation algorithms. These algorithms use the Bunch …
symmetric-indefinite matrix factorisation algorithms. These algorithms use the Bunch …
[KÖNYV][B] A dense complex symmetric indefinite solver for the Fujitsu AP3000
P Strazdins - 1999 - Citeseer
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