high performance computing on graphics processing units: hgpu.org

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Efficiency of the energy transfer in the Fenna-Matthews-Olson complex using hierarchical equations on graphics processing units

Christoph Kreisbeck, Tobias Kramer, Mirta Rodriguez, Birgit Hein

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Tags: CUDA, Molecular modeling, nVidia, Physics, Tesla C2050

December 21, 2010 by hgpu

Comparing the Treecode with FMM on GPUs for vortex particle simulations of a leapfrogging vortex ring

Rio Yokota, L. A. Barba

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Tags: Computer science, Fast multipole method, GPU cluster

December 20, 2010 by hgpu

A parallel immune algorithm for traveling salesman problem and its application on cold rolling scheduling

Jun Zhao, Quanli Liu, Wei Wang, Zhuoqun Wei, Peng Shi

Tags: Computer science, Mathematics

December 20, 2010 by hgpu

CUDA optimization strategies for compute- and memory-bound neuroimaging algorithms

Daren Lee, Ivo Dinov, Bin Dong, Boris Gutman, Igor Yanovsky, Arthur W. Toga

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Tags: CUDA, Image processing, Image registration, Medicine, nVidia

December 20, 2010 by hgpu

A closer look at GPUs

Kayvon Fatahalian, Mike Houston

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Tags: Architecture, Computer science, Overview

December 20, 2010 by hgpu

Accelerating the Fourier split operator method via graphics processing units

Heiko Bauke, Christoph H. Keitel

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Tags: Computational Physics, CUDA, FFT, nVidia, nVidia GeForce GTX 480, Physics, Quantum Physics, Tesla M2050

December 20, 2010 by hgpu

FFT and Convolution Performance in Image Filtering on GPU

Ondrej Fialka, Martin Cadik

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Tags: DirectX, FFT, HLSL, Image processing, nVidia, nVidia GeForce 6600 GT

December 19, 2010 by hgpu

ATTILA: a cycle-level execution-driven simulator for modern GPU architectures

Victor Moya del Barrio, Carlos Gonzalez, Jordi Roca, Agustin Fernandez

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Tags: 3D Graphics and Realism, Computer science, Games, nVidia, nVidia GeForce FX 5900 Ultra, OpenGL

December 19, 2010 by hgpu

SIMD Optimization of Linear Expressions for Programmable Graphics Hardware

Chandrajit Bajaj, Insung Ihm, Jungki Min, Jinsang Oh

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Tags: Computer science, Linear Algebra, nVidia, nVidia GeForce FX 5900 Ultra, OpenGL, Optimization

December 19, 2010 by hgpu

Graphics Hardware based Efficient and Scalable Fuzzy C-Means Clustering

S. A. Arul Shalom, Manoranjan Dash, Minh Tue

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Tags: Computer science, CUDA, Data mining, nVidia, nVidia GeForce 8500 GT, nVidia GeForce 8800 GTX

December 19, 2010 by hgpu

Implementation of 802.11n on 128-CORE Processor

A. Akapyev, V. Krylov

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Tags: Computer science, CUDA, nVidia, nVidia GeForce 8800 GTX, Signal processing

December 19, 2010 by hgpu

GPU Acceleration of Particle-based Volume Rendering using CUDA

Ding Zhongming, Naohisa Sakamoto, Yasuo Ebara, Koji Koyamada

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Tags: Computer science, CUDA, nVidia, nVidia GeForce 8800 GTS, Rendering

December 19, 2010 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

Efficiency of the energy transfer in the Fenna-Matthews-Olson complex using hierarchical equations on graphics processing units

Comparing the Treecode with FMM on GPUs for vortex particle simulations of a leapfrogging vortex ring

A parallel immune algorithm for traveling salesman problem and its application on cold rolling scheduling

CUDA optimization strategies for compute- and memory-bound neuroimaging algorithms

A closer look at GPUs

Accelerating the Fourier split operator method via graphics processing units

FFT and Convolution Performance in Image Filtering on GPU

ATTILA: a cycle-level execution-driven simulator for modern GPU architectures

SIMD Optimization of Linear Expressions for Programmable Graphics Hardware

Graphics Hardware based Efficient and Scalable Fuzzy C-Means Clustering

Implementation of 802.11n on 128-CORE Processor

GPU Acceleration of Particle-based Volume Rendering using CUDA

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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