high performance computing on graphics processing units: hgpu.org

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Introduction to GPGPU programming

Jay E. Steele, Robert Cochran

Tags: Computer science, High-level Languages, Programming techniques, Review

December 29, 2010 by hgpu

Single-particle 3D reconstruction from cryo-electron microscopy images on GPU

Guangming Tan, Ziyu Guo, Mingyu Chen, Dan Meng

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Tags: CUDA, Electron microscopy, Image processing, Image reconstruction, Medicine, nVidia, nVidia GeForce 8800 GTX

December 29, 2010 by hgpu

GPU based sparse grid technique for solving multidimensional options pricing PDEs

Abhijeet Gaikwad, Ioane Muni Toke

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Tags: Computational finance, CUDA, Finance, Linear Algebra, nVidia, Sparse matrix, Tesla C870

December 28, 2010 by hgpu

Generating subdivision curves with L-systems on a GPU

Radomir Mech, Przemyslaw Prusinkiewicz

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Tags: Algorithms, ATI, ATI CTM, ATI Radeon 9700, Computer science, Linear Algebra

December 28, 2010 by hgpu

Hierarchical Visualization and Compression of Large Volume Datasets Using GPU Clusters

Magnus Strengert, Marcelo Magallon, Daniel Weiskopf, Stefan Guthe, Thomas Ertl

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Tags: Computer science, GPU cluster, Image generation, nVidia, nVidia GeForce 4, OpenGL, Visualization

December 28, 2010 by hgpu

Impostors and pseudo-instancing for GPU crowd rendering

Erik Millan, Isaac Rudomin

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Tags: 3D Graphics and Realism, Computer science, Image generation, nVidia, nVidia Quadro FX 4400, OpenGL

December 28, 2010 by hgpu

A GPU based saliency map for high-fidelity selective rendering

Peter Longhurst, Kurt Debattista, Alan Chalmers

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Tags: 3D Graphics and Realism, Cg, Computer science, nVidia, nVidia GeForce 6600 GT, OpenGL

December 28, 2010 by hgpu

Tensor Voting Accelerated by Graphics Processing Units (GPU)

Changki Min, Gerard G. Medioni

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Tags: Cg, Computer vision, Image processing, nVidia, nVidia GeForce 7800 GTX, Pattern recognition

December 28, 2010 by hgpu

GPU Accelerated Inverse Photon Mapping for Real-Time Surface Reflectance Modeling

Takashi Machida, Naokazu Yokoya, Haruo Takemura

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Tags: ATI, ATI Radeon X800, Computer science, OpenGL, Rendering

December 28, 2010 by hgpu

NVIDIA CUDA software and gpu parallel computing architecture

David Kirk

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Tags: Computer science, CUDA, High-level Languages, nVidia, Presentation

December 28, 2010 by hgpu

Interactively Rendering Dynamic Caustics on GPU

Baoquan Liu, Enhua Wu, Xuehui Liu

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Tags: Cg, Computer science, nVidia, nVidia GeForce 6600, OpenGL, Real-time graphics, Rendering

December 28, 2010 by hgpu

A low-power handheld GPU using logarithmic arithmetic and triple DVFS power domains

Byeong-Gyu Nam, Jeabin Lee, Kwanho Kim, Seung Jin Lee, and Hoi-Jun Yoo

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Tags: 3D Graphics and Realism, Computer science, Energy-efficient computing, OpenGL, Presentation

December 28, 2010 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

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Introduction to GPGPU programming

Single-particle 3D reconstruction from cryo-electron microscopy images on GPU

GPU based sparse grid technique for solving multidimensional options pricing PDEs

Generating subdivision curves with L-systems on a GPU

Hierarchical Visualization and Compression of Large Volume Datasets Using GPU Clusters

Impostors and pseudo-instancing for GPU crowd rendering

A GPU based saliency map for high-fidelity selective rendering

Tensor Voting Accelerated by Graphics Processing Units (GPU)

GPU Accelerated Inverse Photon Mapping for Real-Time Surface Reflectance Modeling

NVIDIA CUDA software and gpu parallel computing architecture

Interactively Rendering Dynamic Caustics on GPU

A low-power handheld GPU using logarithmic arithmetic and triple DVFS power domains

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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