high performance computing on graphics processing units: hgpu.org

Programming

Visualization of large multidimensional data sets by using multi-core CPU, GPU and MPI cluster

Piotr Pawliczek, Witold Dzwinel, David A. Yuen

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Tags: Algorithms, Computer science, CUDA, Data mining, MPI, Multidimensional scaling, nVidia, nVidia GeForce 8500 GT, nVidia GeForce 8800 Ultra, nVidia GeForce 9500 GT, nVidia GeForce 9800 GT, nVidia GeForce GT 330 M, nVidia GeForce GTX 260, nVidia GeForce GTX 460, nVidia GeForce GTX 480, Tesla M2050, Visualization

October 6, 2012 by hgpu

An Efficient GPU Implementation of Modified Discrete Cosine Transform Using CUDA

Massimo Panella, Luigi Basset

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Tags: Algorithms, Compression, CUDA, Matrix multiplication, nVidia, nVidia GeForce GTX 295, Signal processing

October 6, 2012 by hgpu

Using Commodity Coprocessors for Host Intrusion Detection

Mark M. Seeger

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Tags: Algorithms, Computer science, CUDA, Data acquisition, nVidia, Security, Thesis

October 5, 2012 by hgpu

Is the game worth the candle? Evaluation of OpenCL for object detection algorithm optimization

Floris De Smedt, Lars Stuyf, Sander Beckers, Joost Vennekens, Gorik De Samblanx, Toon Goedeme

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Tags: Algorithm optimization, Algorithms, Computer science, Computer vision, nVidia, nVidia GeForce GTX 295, OpenCL

October 5, 2012 by hgpu

Parallel Algorithm of IDCT with GPUs and CUDA for Large-scale Video Quality of 3G

Qingkui Chen, Haifeng Wang, Songlin Zhuang, Bocheng Liu

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 280

October 5, 2012 by hgpu

Heterogeneous GPU&CPU cluster for High Performance Computing in cryptography

Michal Marks, Jaroslaw Jantura, Ewa Niewiadomska-Szynkiewicz, Przemyslaw Strzelczyk, Krzysztof Gozdz

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Tags: Algorithms, AMD FirePro V7900, AMD FireStream 9350, ATI, ATI FirePro V5800, ATI FirePro V7800, Computer science, Distributed computing, GPU cluster, Heterogeneous systems, nVidia, OpenCL, Security, Tesla M2050

October 4, 2012 by hgpu

Computing resultants on Graphics Processing Units: Towards GPU-accelerated computer algebra

Pavel Emeliyanenko

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Tags: Algorithms, Computer science, CUDA, Modular arithmetic, nVidia, nVidia GeForce GTX 580, Symbolic Computation

October 4, 2012 by hgpu

Parallel computations on GPU in 3D using the vortex particle method

Andrzej Kosior, Henryk Kudela

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Tags: Algorithms, CUDA, Fluid dynamics, Laplace and Poisson equation, nVidia, nVidia GeForce GTX 480, Poisson equation

October 4, 2012 by hgpu

Towards accelerating Smoothed Particle Hydrodynamics simulations for free-surface flows on multi-GPU clusters

Daniel Valdez-Balderas, Jose M. Dominguez, Benedict D. Rogers, Alejandro J.C. Crespo

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Tags: Algorithms, Computational Physics, Condensed matter, CUDA, Fluid dynamics, GPU cluster, Instrumentation and Methods for Astrophysics, Molecular dynamics, MPI, nVidia, nVidia GeForce GTX 480, Physics, Sorting, Tesla M2050

October 4, 2012 by hgpu

Performance Analysis of an Ultrasound Reconstruction Algorithm for Non Destructive Testing

Antoine Pedron, Lionel Lacassagne, Victor Barbillon, Franck Bimbard, Gilles Rougeron, Stephane Le Berre

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 580, OpenCL, Tesla C1060, Tesla C2070, Ultrasound

October 3, 2012 by hgpu

Orthogononalization on a general purpose graphics processing unit with double double and quad double arithmetic

Jan Verschelde, Genady Yoffe

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Tags: Algorithms, CUDA, Extended precision, Mathematical Software, Mathematics, Numerical Analysis, nVidia, Tesla C2050

October 3, 2012 by hgpu

CADDIES: A New Framework for Rapid Development of Parallel Cellular Automata Algorithms for Flood Simulation

Michele Guidolin, Andrew Duncan, Bidur Ghimire, Mike Gibson, Edward Keedwell, Albert S. Chen, Slobodan Djordjevic, Dragan Savic

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Tags: Algorithms, Cellular automata, Computer science, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 550 Ti, OpenCL

October 2, 2012 by hgpu

MATLAB Tensor Core models

Accurate Models of NVIDIA Tensor Cores

TritonForge: Transform PyTorch Operations into Optimized GPU Kernels with LLMs

TritonForge: Profiling-Guided Framework for Automated Triton Kernel Optimization

RLTune: Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

tritonBLAS: A Lightweight Triton-based General Matrix Multiplication (GEMM) Library

tritonBLAS: Triton-based Analytical Approach for GEMM Kernel Parameter Selection

hls4ml: Machine learning on FPGAs using HLS

hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware

NVIDIA Nemotron Parse 1.1

ThunderKittens: Tile primitives for speedy kernels

ParallelKittens: Systematic and Practical Simplification of Multi-GPU AI Kernels

Iris: AMD RAD's multi-GPU Triton-based framework for seamless multi-GPU programming

Iris: First-Class Multi-GPU Programming Experience in Triton

HipKittens: Fast and Furious AMD Kernels

Fortran xDSL dialects

An MLIR pipeline for offloading Fortran to FPGAs via OpenMP

See all packages

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high performance computing on graphics processing units: hgpu.org

Programming

Visualization of large multidimensional data sets by using multi-core CPU, GPU and MPI cluster

An Efficient GPU Implementation of Modified Discrete Cosine Transform Using CUDA

Using Commodity Coprocessors for Host Intrusion Detection

Is the game worth the candle? Evaluation of OpenCL for object detection algorithm optimization

Parallel Algorithm of IDCT with GPUs and CUDA for Large-scale Video Quality of 3G

Heterogeneous GPU&CPU cluster for High Performance Computing in cryptography

Computing resultants on Graphics Processing Units: Towards GPU-accelerated computer algebra

Parallel computations on GPU in 3D using the vortex particle method

Towards accelerating Smoothed Particle Hydrodynamics simulations for free-surface flows on multi-GPU clusters

Performance Analysis of an Ultrasound Reconstruction Algorithm for Non Destructive Testing

Orthogononalization on a general purpose graphics processing unit with double double and quad double arithmetic

CADDIES: A New Framework for Rapid Development of Parallel Cellular Automata Algorithms for Flood Simulation

Recent source codes

MATLAB Tensor Core models

TritonForge: Transform PyTorch Operations into Optimized GPU Kernels with LLMs

RLTune: Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

tritonBLAS: A Lightweight Triton-based General Matrix Multiplication (GEMM) Library

hls4ml: Machine learning on FPGAs using HLS

NVIDIA Nemotron Parse 1.1

ThunderKittens: Tile primitives for speedy kernels

Iris: AMD RAD's multi-GPU Triton-based framework for seamless multi-GPU programming

HipKittens: Fast and Furious AMD Kernels

Fortran xDSL dialects

Most viewed papers (last 30 days)