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An auto-tuning framework for parallel multicore stencil computations

Shoaib Kamil, Cy Chan, Leonid Oliker, John Shalf, Samuel Williams

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Tags: Code generation, Computer science, CUDA, Fortran, nVidia, nVidia GeForce GTX 280

July 18, 2011 by hgpu

Accelerating Partitional Algorithms for Flow Cytometry on GPUs

Jeremy Espenshade, Andrew Pangborn, Gregor von Laszewski, Douglas Roberts, James S. Cavenaugh

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Tags: Algorithms, Biology, Clustering, CUDA, nVidia, Tesla C870

July 18, 2011 by hgpu

CT image reconstruction using hexagonal grids

Michael Knaup, Sven Steckmann, Olivier Bockenbach, and Marc Kachelriess

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Tags: Algorithms, Computed tomography, CT, Image processing, Image reconstruction, Poster

July 18, 2011 by hgpu

Exploring 2D tensor fields using stress nets

Andrew Wilson, Rebecca Brannon

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Tags: Computer science, Image generation, nVidia, nVidia Quadro FX 3000, OpenGL

July 18, 2011 by hgpu

The lattice-Boltzmann method for simulating gaseous phenomena

Xiaoming Wei, Wei Li, Klaus Mueller, Arie E. Kaufman

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Tags: Computer science, Lattice Boltzmann model, nVidia, nVidia GeForce 4, Rendering, Visualization

July 18, 2011 by hgpu

Signed distance transform using graphics hardware

Christian Sigg, Ronald Peikert, Markus Gross

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Tags: ATI, ATI Radeon 9700 Pro, Computer science, Distance transform, Image generation, OpenGL, Voronoi diagram

July 18, 2011 by hgpu

Parallel simulation of Petri nets on desktop PC hardware

Robert Geist, Jacob Hicks, Mark Smotherman, James Westall

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Tags: Algorithms, Cg, Computer science, nVidia, nVidia GeForce 6800 Ultra, nVidia GeForce FX 5950, Package, Performance

July 18, 2011 by hgpu

3.5-D Blocking Optimization for Stencil Computations on Modern CPUs and GPUs

Anthony Nguyen, Nadathur Satish, Jatin Chhugani, Changkyu Kim, Pradeep Dubey

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Tags: Algorithms, Computer science, Lattice Boltzmann model, nVidia, nVidia GeForce GTX 285

July 18, 2011 by hgpu

Accelerating high-level engineering computations by automatic compilation of Geometric Algebra to hardware accelerators

Jens Huthmann, Peter Muller, Florian Stock, Dietmar Hildenbrand, Andreas Koch

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Tags: CAD, Computer science, FPGA, nVidia, nVidia GeForce GTX 280

July 18, 2011 by hgpu

Real-time S-MRTD simulation of electrically large indoor wireless channels with commodity GPUs

Gerard S. Baron, Costas D. Sarris, Eugene Fiume

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Tags: Electrodynamics, nVidia, nVidia GeForce 6800 Ultra

July 17, 2011 by hgpu

Implementing LNS using filtering units of GPUs

Mark Arnold, Sylvain Collange, David Defour

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Tags: CUDA, Filtering, nVidia, nVidia GeForce GTX 280, Signal processing

July 17, 2011 by hgpu

Dynamic scheduling Monte-Carlo framework for multi-accelerator heterogeneous clusters

Anson H.T. Tse, David B. Thomas, K.H. Tsoi, Wayne Luk

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Tags: Computer science, CUDA, FPGA, Heterogeneous systems, Monte Carlo simulation, nVidia, Tesla C1060

July 17, 2011 by hgpu

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

Scalable Access-Pattern Aware I/O Acceleration and Multi-Tiered Data Management for HPC and AI Workloads

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

Analyzing the Performance Portability of SYCL across CPUs, GPUs, and Hybrid Systems with Protein Database Search

tdg-benchs: benchmarks used to test the performance of taskgraph

Leveraging the potential of task-based programming with OpenMP task graphs

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

An auto-tuning framework for parallel multicore stencil computations

Accelerating Partitional Algorithms for Flow Cytometry on GPUs

CT image reconstruction using hexagonal grids

Exploring 2D tensor fields using stress nets

The lattice-Boltzmann method for simulating gaseous phenomena

Signed distance transform using graphics hardware

Parallel simulation of Petri nets on desktop PC hardware

3.5-D Blocking Optimization for Stencil Computations on Modern CPUs and GPUs

Accelerating high-level engineering computations by automatic compilation of Geometric Algebra to hardware accelerators

Real-time S-MRTD simulation of electrically large indoor wireless channels with commodity GPUs

Implementing LNS using filtering units of GPUs

Dynamic scheduling Monte-Carlo framework for multi-accelerator heterogeneous clusters

Recent source codes

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

HPX: a C++ Standard Library for Concurrency and Parallelism

TorchQC: Quantum Dynamics and Machine Learning

Matrix multiplication using Tensor Cores in CUDA

CPP Joules: Energy Measurement tool for CPP/CUDA programs

HPC-Coder-v2

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

tdg-benchs: benchmarks used to test the performance of taskgraph

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