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Exploring Multi-level Parallelism for Large-Scale Spiking Neural Networks

Vivek K. Pallipuram, Melissa C. Smith, Nimisha Raut, Xiaoyu Ren

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Tags: Computer science, CUDA, GPU cluster, Heterogeneous systems, MPI, Neural networks, nVidia, Tesla M2070

September 23, 2012 by hgpu

Adaptive Treelet Meshes for Efficient Streak-Surface Visualization on the GPU

Raphael Fuchs, Benjamin Schindler, Robert Carnecky, Jurgen Waser, Yun Jang, Ronald Peikert

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 470, Rendering, Visualization

September 23, 2012 by hgpu

Task Performance with List-Mode Data

Luca Caucci

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Tags: Algorithms, Computer science, Data acquisition, Image reconstruction, Medicine, nVidia, nVidia GeForce 9800 GX2, nVidia GeForce GTX 295, Tesla C1060, Tesla C2050, Thesis, Tomography

September 23, 2012 by hgpu

Computer Vision Application in Graphic Processors

Chouchene Marwa, Sayadi Fatma, Tourki Rached

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Tags: Computer science, Computer vision, GLSL, Image processing, nVidia, nVidia GeForce GT 310 M, OpenGL

September 23, 2012 by hgpu

A Quantitative Study of Irregular Programs on GPUs

Martin Burtscher, Rupesh Nasre, Keshav Pingali

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Tags: Benchmarking, Computer science, CUDA, nVidia, nVidia Quadro FX 6000, Performance

September 23, 2012 by hgpu

Computing of high breakdown regression estimators without sorting on graphics processing units

G. Beliakov, M. Johnstone, S. Nahavandi

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Tags: Computer science, CUDA, nVidia, Tesla C2050

September 22, 2012 by hgpu

SpMV: A Memory-Bound Application on the GPU Stuck Between a Rock and a Hard Place

John D. Davis, Eric S. Chung

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 580, nVidia GeForce GTX 680, Sparse matrix

September 22, 2012 by hgpu

Overlapping computation and communication of three-dimensional FDTD on a GPU cluster

Ki-Hwan Kim, Q-Han Park

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Tags: Computer science, FDTD, Finite-difference time-domain, GPU cluster, nVidia, OpenCL, Tesla C2075

September 22, 2012 by hgpu

Exploration of Parallelization Frameworks for Computational Finance

Raj B Krishnamurthy, Ikubin Chin, Anjil Chinnapatlolla

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Tags: Computational finance, Finance, OpenCL

September 22, 2012 by hgpu

Modification of self-organizing migration algorithm for OpenCL framework

Michal Pavlech, Jan Seckar

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Tags: Algorithms, ATI, ATI Radeon HD 7850, Computer science, nVidia, OpenCL, Optimization, Tesla C2075

September 22, 2012 by hgpu

Large-Scale Motion Modelling using a Graphical Processing Unit

Yusuf Dinath

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Thesis

September 21, 2012 by hgpu

Some examples of instant computations of fluid dynamics on GPU

Florian De Vuyst, Christophe Labourdette

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Tags: CUDA, Fluid dynamics, Lattice Boltzmann model, Navier-Stokes equations, NSEs, nVidia, Tesla C2070, Visualization

September 21, 2012 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

Exploring Multi-level Parallelism for Large-Scale Spiking Neural Networks

Adaptive Treelet Meshes for Efficient Streak-Surface Visualization on the GPU

Task Performance with List-Mode Data

Computer Vision Application in Graphic Processors

A Quantitative Study of Irregular Programs on GPUs

Computing of high breakdown regression estimators without sorting on graphics processing units

SpMV: A Memory-Bound Application on the GPU Stuck Between a Rock and a Hard Place

Overlapping computation and communication of three-dimensional FDTD on a GPU cluster

Exploration of Parallelization Frameworks for Computational Finance

Modification of self-organizing migration algorithm for OpenCL framework

Large-Scale Motion Modelling using a Graphical Processing Unit

Some examples of instant computations of fluid dynamics on GPU

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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