high performance computing on graphics processing units: hgpu.org

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A characterization of the Rodinia benchmark suite with comparison to contemporary CMP workloads

Shuai Che, Jeremy W. Sheaffer, Michael Boyer, Lukasz G. Szafaryn, Liang Wang, Kevin Skadron

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Tags: Benchmarking, CMP, Computer science, CUDA, Heterogeneous systems, nVidia, nVidia GeForce GTX 480

July 22, 2011 by hgpu

Real time image reconstruction using GPUs for a surgical PET imaging probe system

S.S. Huh, Li Han, W.L. Rogers, N.H. Clinthorne

Tags: CUDA, Image reconstruction, Medicine, Monte Carlo simulation, nVidia, nVidia GeForce 9800 GTX, PET, Tomography

July 22, 2011 by hgpu

Real-time 3D video synthesis from binocular capture system based on commodity graphic hardware

Zhihong Liao, Xudong Xie, Qionghai Dai

Tags: Algorithms, Image processing, nVidia, Real-time graphics

July 22, 2011 by hgpu

AES Encryption Implementation on CUDA GPU and Its Analysis

Keisuke Iwai, Takakazu Kurokawa, Naoki Nisikawa

Tags: AES, Computer science, CUDA, nVidia, nVidia GeForce GTX 285, Security

July 22, 2011 by hgpu

Large Scale Simulations of the Euler Equations on GPU Clusters

Manfred Liebmann, Craig C. Douglas, Gundolf Haase, Zoltan Horvath

Tags: CUDA, Fluid dynamics, GPU cluster, nVidia, nVidia GeForce GTX 295

July 22, 2011 by hgpu

Mapping the Arnold web with a GPU-supercomputer

A. Seibert, S. Denisov, Alexey V. Ponomarev, P. Hanggi

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Tags: Chaotic Dynamics, Computational Physics, CUDA, Nonlinear Sciences, nVidia, Physics, Tesla M2050

July 22, 2011 by hgpu

Accelerating Radio Astronomy Cross-Correlation with Graphics Processing Units

M. A. Clark, P. C. La Plante, L. J. Greenhill

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Tags: Astrophysics, CUDA, Instrumentation and Methods for Astrophysics, nVidia, nVidia GeForce GTX 480, Tesla C1060

July 22, 2011 by hgpu

A Comparison of xPU Platforms Exemplified with Ray Tracing Algorithms

Rafael Huff, Thomas Gierlinger, Arjan Kuijper, Andre Stork, Dieter Fellner

Tags: 3D Graphics and Realism, Computer science, CUDA, nVidia, OpenCL, Raytracing

July 22, 2011 by hgpu

A self-organization based optical flow estimator with GPU implementation (thesis)

Manish Shiralkar

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 480, nVidia Quadro FX 5600, nVidia Quadro NVS 140 M, Optical flow, Self-organizing map, Tesla T10, Thesis

July 22, 2011 by hgpu

A self-organization based optical flow estimator with GPU implementation

Manish Shiralkar, Robert Schalkoff

Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 480, nVidia Quadro FX 5600, nVidia Quadro NVS 140 M, Optical flow, Self-organizing map, Tesla T10, Thesis

July 22, 2011 by hgpu

Parallelizing the Cellular Potts Model on graphics processing units

Jose J. Tapia, Roshan M. D'Souza

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Tags: Biology, Computational biology, CUDA, nVidia, Tesla C1060

July 22, 2011 by hgpu

A refactoring tool to extract GPU kernels

Kostadin Damevski, Madhan Muralimanohar

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Tags: Code generation, Compilers, Computer science, CUDA, nVidia, Presentation

July 22, 2011 by hgpu

AutoDock-GPU: AutoDock for GPUs and other accelerators

Architecting Tensor Core-Based Reductions for Irregular Molecular Docking Kernels

NCCLX: collective communication framework

Collective Communication for 100k+ GPUs

Tutoring LLM into a Better CUDA Optimizer

Kernel Library for LLM Serving

Compiler and Runtime Systems for Generative AI Models

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

Genten: Software for Generalized Tensor Decompositions by Sandia National Laboratories

A Performance Portable Matrix Free Dense MTTKRP in GenTen

Interleaved Learning and Exploration: A Self-Adaptive Fuzz Testing Framework for MLIR

Pinocchio: PINpointing Orbit Crossing Collapsed Hierarchical Objects

Accelerating cosmological simulations on GPUs: a portable approach using OpenMP

KernelCoder: trained on a curated dataset of reasoning traces and CUDA kernel pairs

ConCuR: Conciseness Makes State-of-the-Art Kernel Generation

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high performance computing on graphics processing units: hgpu.org

A characterization of the Rodinia benchmark suite with comparison to contemporary CMP workloads

Real time image reconstruction using GPUs for a surgical PET imaging probe system

Real-time 3D video synthesis from binocular capture system based on commodity graphic hardware

AES Encryption Implementation on CUDA GPU and Its Analysis

Large Scale Simulations of the Euler Equations on GPU Clusters

Mapping the Arnold web with a GPU-supercomputer

Accelerating Radio Astronomy Cross-Correlation with Graphics Processing Units

A Comparison of xPU Platforms Exemplified with Ray Tracing Algorithms

A self-organization based optical flow estimator with GPU implementation (thesis)

A self-organization based optical flow estimator with GPU implementation

Parallelizing the Cellular Potts Model on graphics processing units

A refactoring tool to extract GPU kernels

Recent source codes

AutoDock-GPU: AutoDock for GPUs and other accelerators

NCCLX: collective communication framework

Tutoring LLM into a Better CUDA Optimizer

Kernel Library for LLM Serving

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

Genten: Software for Generalized Tensor Decompositions by Sandia National Laboratories

Interleaved Learning and Exploration: A Self-Adaptive Fuzz Testing Framework for MLIR

Pinocchio: PINpointing Orbit Crossing Collapsed Hierarchical Objects

KernelCoder: trained on a curated dataset of reasoning traces and CUDA kernel pairs

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