high performance computing on graphics processing units: hgpu.org

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An Analytical Approach of Mars Rovers by Using GPU Technology and Genetic Algorithm

Manas Arora, Neha Maurya

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Tags: Algorithms, Compression, CUDA, Image processing, nVidia, Tesla M2050, Wavelet

December 11, 2013 by hgpu

Learning Random Forests on the GPU

Yisheng Liao, Alex Rubinsteyn, Russell Power, Jinyang Li

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Tags: Algorithms, Computer science, CUDA, Machine learning, nVidia, nVidia GeForce GTX Titan, Package, Tesla C2075

December 11, 2013 by hgpu

Integrated GPUs: how useful are they in HPC?

Jonatan Jansson

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Tags: APU, ATI, ATI Radeon HD 6970, Computer science, OpenCL, Performance, Thesis

December 9, 2013 by hgpu

Efficient Volume Rendering in CUDA Path Tracer

Hsuan-Yueh Peng, Kristopher Wong, Kaleb Williams

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 770, Raytracing, Rendering

December 9, 2013 by hgpu

Algorithm for Sparse Approximate Inverse Preconditioners in the Conjugate Gradient Method

Ilya B. Labutin, Irina V. Surodina

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Tags: Algorithms, Computer science, CUDA, nVidia, Sparse matrix, Tesla M2090

December 9, 2013 by hgpu

Up to 700k GPU cores, Kepler, and the Exascale future for simulations of star clusters around black holes

P. Berczik, R. Spurzem, L. Wang, S. Zhong, O. Veles, I. Zinchenko, S. Huang, M. Tsai, G. Kennedy, S. Li, L. Naso, C. Li

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Tags: Astrophysics, CUDA, GPU cluster, MPI, N-body simulation, nVidia, Package, Tesla C2050, Tesla K20

December 9, 2013 by hgpu

Systematic Physics Constrained Parameter Estimation of Stochastic Differential Equations

Daniel Peavoy, Christian L. E. Franzke, Gareth O. Roberts

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Tags: Algorithms, Bayesian, CUDA, Differential equations, nVidia, Physics

December 9, 2013 by hgpu

The Comparisons of OpenCL and OpenMP Computing Paradigm

Slo-Li Chu, Chih-Chieh Hsiao

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Tags: ATI, ATI Radeon HD 5850, Benchmarking, Computer science, nVidia GeForce GTX 285, OpenCL, OpenMP, Performance

December 9, 2013 by hgpu

A Video Deblurring Optimization Algorithm Based on Motion Detection

Zhang Yinan, He Jing, Yuan Jie

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 460

December 9, 2013 by hgpu

Locality Analysis for Characterizing Applications Based on Sparse Matrices

Noboru Tanabe, Sonoko Tomimori, Masami Takata, Kazuki Joe

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Tags: Computer science, CUDA, nVidia, Sparse matrix, Tesla C2050

December 9, 2013 by hgpu

Dense Real-Time Mapping of Object-Class Semantics from RGB-D Video

Jorg Stuckler, Benedikt Waldvogel, Hannes Schulz, Sven Behnke

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce GTX 675 M, nVidia GeForce GTX Titan

December 9, 2013 by hgpu

Advanced ultrasound beam forming using GPGPU technology

Yannick van Bavel

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 470, nVidia GeForce GTX 660 Ti, Thesis, Ultrasound

December 9, 2013 by hgpu

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Accelerating a Linear Programming Algorithm on AMD GPUs

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Towards Efficient and Practical GPU Multitasking in the Era of LLM

Bandicoot: C++ library for GPU accelerated linear algebra

Bandicoot: A Templated C++ Library for GPU Linear Algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

The Fused Kernel Library: A C++ API to Develop Highly-Efficient GPU Libraries

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

An Analytical Approach of Mars Rovers by Using GPU Technology and Genetic Algorithm

Learning Random Forests on the GPU

Integrated GPUs: how useful are they in HPC?

Efficient Volume Rendering in CUDA Path Tracer

Algorithm for Sparse Approximate Inverse Preconditioners in the Conjugate Gradient Method

Up to 700k GPU cores, Kepler, and the Exascale future for simulations of star clusters around black holes

Systematic Physics Constrained Parameter Estimation of Stochastic Differential Equations

The Comparisons of OpenCL and OpenMP Computing Paradigm

A Video Deblurring Optimization Algorithm Based on Motion Detection

Locality Analysis for Characterizing Applications Based on Sparse Matrices

Dense Real-Time Mapping of Object-Class Semantics from RGB-D Video

Advanced ultrasound beam forming using GPGPU technology

Recent source codes

CrossTL: Universal Programming Language & Translator

TBD-GPU

DG-SWEM - The Discontinuous Galerkin Shallow Water Equation Model

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Bandicoot: C++ library for GPU accelerated linear algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

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