high performance computing on graphics processing units: hgpu.org

Ilya Lashuk, Aparna Chandramowlishwaran, Harper Langston, Tuan A. Nguyen, Rahul Sampath, Aashay Shringarpure, Richard Vuduc, Lexing Ying, Denis Zorin, George Biros

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Tags: Computer science, CUDA, Fast multipole method, GPU cluster, MPI, N-body simulation, nVidia, Programming techniques, Tesla S1070

November 27, 2010 by hgpu

Molecular dynamics simulation of complex multiphase flow on a computer cluster with GPUs

Feiguo Chen, Wei Ge, Jinghai Li

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Tags: Chemistry, CUDA, GPU cluster, Molecular dynamics, MPI, nVidia, Tesla C870

November 27, 2010 by hgpu

On optimization of finite-difference time-domain (FDTD) computation on heterogeneous and GPU clusters

Ramtin Shams, Parastoo Sadeghi

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Tags: Computer science, FDTD, Finite difference, GPU cluster, nVidia, Optimization

November 22, 2010 by hgpu

A novel multiple-walk parallel algorithm for the Barnes-Hut treecode on GPUs – towards cost effective, high performance N-body simulation

Tsuyoshi Hamada, Keigo Nitadori, Khaled Benkrid, Yousuke Ohno, Gentaro Morimoto, Tomonari Masada, Yuichiro Shibata, Kiyoshi Oguri, Makoto Taiji

Tags: Algorithms, Computer science, CUDA, GPU cluster, N-body simulation, nVidia, nVidia GeForce 8800 GTS

November 20, 2010 by hgpu

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

gpu_tracker: Python package for tracking and profiling GPU utilization in both desktop and high-performance computing environments

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high performance computing on graphics processing units: hgpu.org

Fast and Accurate Finite-Element Multigrid Solvers for PDE Simulations on GPU Clusters

Exploring weak scalability for FEM calculations on a GPU-enhanced cluster

High-throughput Bayesian network learning using heterogeneous multicore computers

Visual simulation of thermal fluid dynamics in a pressurized water reactor

Accelerating a three-dimensional finite-difference wave propagation code using GPU graphics cards

Distributed Texture Memory in a Multi-GPU Environment

Zippy: A Framework for Computation and Visualization on a GPU Cluster

Fast multipole methods on a cluster of GPUs for the meshless simulation of turbulence

A massively parallel adaptive fast-multipole method on heterogeneous architectures

Molecular dynamics simulation of complex multiphase flow on a computer cluster with GPUs

On optimization of finite-difference time-domain (FDTD) computation on heterogeneous and GPU clusters

A novel multiple-walk parallel algorithm for the Barnes-Hut treecode on GPUs – towards cost effective, high performance N-body simulation

Recent source codes

QArray

Celerity: High-level C++ for Accelerator Clusters

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMC Monte Carlo Code

Polygeist: C/C++ frontend for MLIR

Parallel Gaussian process with kernel approximation in CUDA

Optical flow algorithms for SYCL

OpenMP5-Offload-OpenMC-Intel-PVC

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