high performance computing on graphics processing units: hgpu.org

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hgpu.org » Applications » Computer science

From Sparse Matrix to Optimal GPU CUDA Sparse Matrix Vector Product Implementation

Ahmed H. El Zein, Alistair P. Rendell

Tags: Computer science, CUDA, Linear Algebra, nVidia, Performance, Sparse matrix

May 20, 2011 by hgpu

GPU implementation of 3D object selection by conic volume techniques in virtual environments

Tobias Rick, Anette von Kapri, Torsten Kuhlen

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Tags: 3D Graphics and Realism, Computer science, nVidia, nVidia GeForce GTX 285, OpenGL, Rendering, Virtual reality

May 19, 2011 by hgpu

Improved Poisson Matting for a Real Time Tele-presence System Using GPU

Xiaozhou Zhou, P. Boulanger

Tags: Algorithms, Computer science, Image processing, Real-time graphics

May 19, 2011 by hgpu

GPU-PRISM: An Extension of PRISM for General Purpose Graphics Processing Units

Dragan Bosnacki, Stefan Edelkamp, Damian Sulewski, Anton Wijs

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Tags: Computer science, CUDA, Linear Algebra, nVidia, nVidia GeForce GTX 285, Probabilistic model checking

May 19, 2011 by hgpu

A GPU-based maximal frequent itemsets mining algorithm over stream

Haifeng Li

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Tags: Algorithms, Computer science, CUDA, Data mining, nVidia, nVidia GeForce GTX 220

May 19, 2011 by hgpu

An efficient out-of-core volume rendering method based on ray casting and GPU acceleration

Jian Xue, Ke Lu, Jie Tian

Tags: Computer science, Image processing, Medicine, Rendering, Visualization

May 19, 2011 by hgpu

High-throughput stream categorization and intrusion detection on GPU

M.H. Khabbazian, H. Eslami, E. Totoni, A. Khadem

Tags: Computer science, CUDA, Network communications, nVidia, nVidia GeForce GTX 295, Security

May 19, 2011 by hgpu

Ray Casting of Trimmed NURBS Surfaces on the GPU

Hans-Friedrich Pabst, Jan P. Springer, Andre Schollmeyer, Robert Lenhardt, Christian Lessig, Bernd Froehlich

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Tags: 3D Graphics and Realism, Computer science, DirectX, nVidia, nVidia GeForce 7900 GT, Raytracing, Rendering

May 18, 2011 by hgpu

GPU-Based Distance Map Calculation for Vector Field Haptic Rendering

Alexander Barlit, Matthias Harders

Tags: 3D Graphics and Realism, Computer science, Rendering, Voronoi diagram

May 18, 2011 by hgpu

GPU based detection and mapping of collisions for haptic rendering in Immersive Virtual Reality

B. Spanlang, J. Normand, E. Giannopoulos, M. Slater

Tags: Collision detection, Computer science, Games, Rendering, Virtual reality

May 18, 2011 by hgpu

GPU-Based Interactive, Stereoscopic Visualization of Automotive Crash Simulations

Chris Seeling, Greg Watson, Kaiwei Sun

Tags: Computer science, Shaders, Visualization

May 18, 2011 by hgpu

GPU-Based Simulation of Large-Scope Ocean Wave

Li Su-Jun, Wu Ling-Da

Tags: 3D Graphics and Realism, Algorithms, Computer science, Rendering

May 18, 2011 by hgpu

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

SimSYCL: A SYCL Implementation Targeting Development, Debugging, Simulation and Conformance

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

gpu_tracker: Python package for tracking and profiling GPU utilization in both desktop and high-performance computing environments

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

94% on CIFAR-10 in 3.29 Seconds on a Single GPU

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

OpenMC Monte Carlo Code

Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs

Polygeist: C/C++ frontend for MLIR

Retargeting and Respecializing GPU Workloads for Performance Portability

Parallel Gaussian process with kernel approximation in CUDA

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high performance computing on graphics processing units: hgpu.org

Applications

From Sparse Matrix to Optimal GPU CUDA Sparse Matrix Vector Product Implementation

GPU implementation of 3D object selection by conic volume techniques in virtual environments

Improved Poisson Matting for a Real Time Tele-presence System Using GPU

GPU-PRISM: An Extension of PRISM for General Purpose Graphics Processing Units

A GPU-based maximal frequent itemsets mining algorithm over stream

An efficient out-of-core volume rendering method based on ray casting and GPU acceleration

High-throughput stream categorization and intrusion detection on GPU

Ray Casting of Trimmed NURBS Surfaces on the GPU

GPU-Based Distance Map Calculation for Vector Field Haptic Rendering

GPU based detection and mapping of collisions for haptic rendering in Immersive Virtual Reality

GPU-Based Interactive, Stereoscopic Visualization of Automotive Crash Simulations

GPU-Based Simulation of Large-Scope Ocean Wave

Recent source codes

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

GPU plugin for PySCF

QArray

Celerity: High-level C++ for Accelerator Clusters

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMC Monte Carlo Code

Polygeist: C/C++ frontend for MLIR

Parallel Gaussian process with kernel approximation in CUDA

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