high performance computing on graphics processing units: hgpu.org

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Understanding the efficiency of parallel incomplete Cholesky preconditioners on the performance of ICCG solvers for multi-core and GPU systems

H. Moghnieh, D.A. Lowther

Tags: Algorithms, Conjugate gradient solver, Mathematics

May 14, 2011 by hgpu

Performance and power consumption investigation for execution of integer operations on CPU and GPU processors for multimedia applications

A. Iovanovici, C. Visan, M. Marcu

Tags: Computer science, Energy-efficient computing, Performance

May 14, 2011 by hgpu

Iterative SLE Solvers over a CPU-GPU Platform

Alecio P.D. Binotto, Christian Daniel, Daniel Weber, Arjan Kuijper, Andre Stork, Carlos Pereira, Dieter Fellner

Tags: Algorithms, Fluid dynamics, Heterogeneous systems, Linear Algebra

May 14, 2011 by hgpu

Elevation-based MRF stereo implemented in real-time on a GPU

V. Ivanchenko, H. Shen, J. Coughlan

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Tags: Algorithms, Computer science, Computer vision, nVidia, nVidia GeForce 9800 GTX, nVidia GeForce GTX 260

May 14, 2011 by hgpu

Softassign and EM-ICP on GPU

Toru Tamaki, Miho Abe, Bisser Raytchev, Kazufumi Kaneda

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Source codes

Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, nVidia, nVidia GeForce 8800 GT, Package

May 14, 2011 by hgpu

Real Time Feature-Based Parallel Morphing in GPU Applied to Texture-Based Animation

M. Zamith, A. Montenegro, E. Passos, E. Clua, A. Conci, R. Leal-Toledo, P.T. Mourao

Tags: 3D Graphics and Realism, Algorithms, Computer science, Real-time graphics

May 14, 2011 by hgpu

GPU-based triangulation of the van der Waals surface

S. Dias, A. Gomes

Tags: Biology, Chemistry, Molecular modeling, Molecular surface

May 14, 2011 by hgpu

Efficient Independent Component Analysis on a GPU

Rui Miguel Marme Ramalho, Pedro Tomas, Leonel Sousa

Tags: Algorithms, Signal processing

May 14, 2011 by hgpu

GPU-accelerated ray tracing for electromagnetic propagation analysis

B.R. Epstein, D.L. Rhodes

Tags: Algorithms, Electrodynamics, Electromagnetics simulation, Raytracing, Signal processing

May 14, 2011 by hgpu

Grid-based SAH BVH construction on a GPU

Kirill Garanzha, Simon Premoze, Alexander Bely, Vladimir Galaktionov

Tags: Algorithms, Computer science, CUDA, nVidia, Raytracing

May 13, 2011 by hgpu

Fast interpolated cameras by combining a GPU based plane sweep with a max-flow regularisation algorithm

Indra Geys, Thomas P. Koninckx, Luc Van Gool

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Tags: Algorithms, Computer science, Computer vision, Pattern recognition

May 13, 2011 by hgpu

Fast short exact repeats finding on GPU

Weidong Sun, Weiwei Wang, Zongmin Ma

Tags: Algorithms, Biology, CUDA, Genetics, nVidia, Pattern Search

May 13, 2011 by hgpu

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

Scalable Access-Pattern Aware I/O Acceleration and Multi-Tiered Data Management for HPC and AI Workloads

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

Analyzing the Performance Portability of SYCL across CPUs, GPUs, and Hybrid Systems with Protein Database Search

tdg-benchs: benchmarks used to test the performance of taskgraph

Leveraging the potential of task-based programming with OpenMP task graphs

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Understanding the efficiency of parallel incomplete Cholesky preconditioners on the performance of ICCG solvers for multi-core and GPU systems

Performance and power consumption investigation for execution of integer operations on CPU and GPU processors for multimedia applications

Iterative SLE Solvers over a CPU-GPU Platform

Elevation-based MRF stereo implemented in real-time on a GPU

Softassign and EM-ICP on GPU

Real Time Feature-Based Parallel Morphing in GPU Applied to Texture-Based Animation

GPU-based triangulation of the van der Waals surface

Efficient Independent Component Analysis on a GPU

GPU-accelerated ray tracing for electromagnetic propagation analysis

Grid-based SAH BVH construction on a GPU

Fast interpolated cameras by combining a GPU based plane sweep with a max-flow regularisation algorithm

Fast short exact repeats finding on GPU

Recent source codes

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

HPX: a C++ Standard Library for Concurrency and Parallelism

TorchQC: Quantum Dynamics and Machine Learning

Matrix multiplication using Tensor Cores in CUDA

CPP Joules: Energy Measurement tool for CPP/CUDA programs

HPC-Coder-v2

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

tdg-benchs: benchmarks used to test the performance of taskgraph

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