high performance computing on graphics processing units: hgpu.org

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Extending the Scalability of Single Chip Stream Processors with On-chip Caches

Ali Bakhoda, Tor M. Aamodt

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Tags: ATI, Computer science, Hardware Architecture, Memory, nVidia

April 19, 2011 by hgpu

A Task-centric Memory Model for Scalable Accelerator Architectures

John H. Kelm, Daniel R. Johnson, Steven S. Lumetta, Matthew I. Frank, Sanjay J. Patel

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Tags: Algorithms, Computer science, Hardware Architecture, Memory model

April 19, 2011 by hgpu

Dynamic warp formation: Efficient MIMD control flow on SIMD graphics hardware

Wilson W. L. Fung, Ivan Sham, George Yuan, Tor M. Aamodt

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Tags: Computer science, CUDA, Hardware Architecture, nVidia, nVidia GeForce 8800 GTX, Performance, Warp level parallelism

April 19, 2011 by hgpu

Dynamic detection of uniform and affine vectors in GPGPU computations

Sylvain Collange, David Defour, Yao Zhang

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Tags: Algorithms, Computer science, CUDA, Hardware Architecture, nVidia, Optimization, Tesla

April 19, 2011 by hgpu

Parallel calculation of the median and order statistics on GPUs with application to robust regression

Gleb Beliakov

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Source codes

Tags: Algorithms, Computer science, CUDA, Data Structures and Algorithms, Numerical Analysis, nVidia, Package, Tesla C2050

April 19, 2011 by hgpu

Building a Personal High Performance Computer with Heterogeneous Processors

Qiang Li, Zhigang Huo, Ninghui Sun

Tags: Computer science, Heterogeneous systems, Performance

April 18, 2011 by hgpu

Many-Core vs. Many-Thread Machines: Stay Away From the Valley

Zvika Guz, Evgeny Bolotin, Idit Keidar, Avinoam Kolodny, Avi Mendelson, Uri C. Weiser

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Tags: ATI, Computer science, Intel, Larrabee, nVidia, Performance

April 18, 2011 by hgpu

Real-time 3D reconstruction and pose estimation for human motion analysis

Holger Graf, Sang Min Yoon, Cornelius Malerczyk

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Tags: Computer vision, CUDA, Image processing, Image reconstruction, nVidia, nVidia GeForce 8200

April 18, 2011 by hgpu

TransCAIP: A Live 3D TV System Using a Camera Array and an Integral Photography Display with Interactive Control of Viewing Parameters

Yuichi Taguchi, Takafumi Koike, Keita Takahashi, Takeshi Naemura

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Tags: Algorithms, Cg, Computer science, nVidia, nVidia GeForce 8800 Ultra, OpenGL, Rendering, Virtual reality

April 18, 2011 by hgpu

Accelerated multi-view stereo using parallel processing capababilities of the GPUS

O. Moslah, A. Valles-Such, V. Guitteny, S. Couvet, S. Philipp-Foliguet

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Tags: 3D Graphics and Realism, Image processing, nVidia, nVidia GeForce 8800 GTS, OpenGL

April 18, 2011 by hgpu

Fast Dynamic Voronoi Treemaps

Avneesh Sud, Danyel Fisher, Huai-Ping Lee

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Tags: Computer science, DirectX, nVidia, nVidia GeForce GTX 260, Voronoi diagram

April 17, 2011 by hgpu

Enhancing Ubiquitous Systems through System Call Mining

Katharina Morik, Felix Jungermann, Nico Piatkowski, Michael Engel

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Tags: Artificial intelligence, Computer science, CUDA, Data mining, nVidia

April 17, 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

Extending the Scalability of Single Chip Stream Processors with On-chip Caches

A Task-centric Memory Model for Scalable Accelerator Architectures

Dynamic warp formation: Efficient MIMD control flow on SIMD graphics hardware

Dynamic detection of uniform and affine vectors in GPGPU computations

Parallel calculation of the median and order statistics on GPUs with application to robust regression

Building a Personal High Performance Computer with Heterogeneous Processors

Many-Core vs. Many-Thread Machines: Stay Away From the Valley

Real-time 3D reconstruction and pose estimation for human motion analysis

TransCAIP: A Live 3D TV System Using a Camera Array and an Integral Photography Display with Interactive Control of Viewing Parameters

Accelerated multi-view stereo using parallel processing capababilities of the GPUS

Fast Dynamic Voronoi Treemaps

Enhancing Ubiquitous Systems through System Call Mining

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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