high performance computing on graphics processing units: hgpu.org

hgpu.org » Algorithms

Accelerating Lossless Data Compression with GPUs

R. L. Cloud, M. L. Curry, H. L. Ward, A. Skjellum, P. Bangalore

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Tags: Algorithms, Compression, Computer science, CUDA, nVidia, nVidia GeForce GTX 285, Performance

July 11, 2011 by hgpu

Numerical Parallel Processing Based on GPU with CUDA Architecture

Chengming Zou, Chunfen Xia, Guanghui Zhao

Tags: Algorithms, Computer science, CUDA, Linear Algebra, Matrix inversion, nVidia

July 9, 2011 by hgpu

Utilization of GPU for real-time vision in robotics

Tomasz Kornuta, Mateusz Pruchniak

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Tags: Algorithms, Computer vision, Image processing, nVidia, nVidia GeForce GTX 275, OpenCL

July 9, 2011 by hgpu

Binary Mesh Partitioning for Cache-Efficient Visualization

Marc Tchiboukdjian, Vincent Danjean, Bruno Raffin

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 280, Optimization, Visualization

July 8, 2011 by hgpu

Parallelizing FPGA Technology Mapping Using Graphics Processing Units (GPUs)

Doris Chen, Deshanand Singh

Tags: Algorithms, Computer science, FPGA

July 7, 2011 by hgpu

Optimization of a FDTD code for graphical processing units

P. Sypek, M. Mrozowski

Tags: Algorithms, Electrodynamics, FDTD, Finite-difference time-domain, Optimization

July 7, 2011 by hgpu

High precision integer multiplication with a graphics processing unit

N. Emmart, C. Weems

Tags: Algorithms, Computer science, Extended precision, FFT, nVidia

July 7, 2011 by hgpu

Flexible OpenCL accelerated disparity estimation for video communication applications

Christian Weigel, Niklas Treutner

Tags: Algorithms, Computer science, OpenCL, Stereo vision

July 6, 2011 by hgpu

Striped Smith-Waterman speeds database searches six times over other SIMD implementations

M. Farrar

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Tags: Algorithms, Bioinformatics, Biology, Sequence alignment, Smith-Waterman algorithm

July 6, 2011 by hgpu

Six-fold speed-up of Smith-Waterman sequence database searches using parallel processing on common microprocessors

Torbjorn Rognes, Erling Seeberg

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Tags: Algorithms, Bioinformatics, Biology, Sequence alignment, Smith-Waterman algorithm

July 6, 2011 by hgpu

Pseudo-random number generation for Brownian Dynamics and Dissipative Particle Dynamics simulations on GPU devices

Carolyn L. Phillips, Joshua A. Anderson, Sharon C. Glotzer

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Tags: Algorithms, Computer science, Package, Physics, Pseudo-random number generators

July 6, 2011 by hgpu

GPU Accelerated Chemical Similarity Calculation for Compound Library Comparison

Chao Ma, Lirong Wang, Xiang-Qun Xie

Tags: Algorithms, Chemistry, CUDA, Nearest neighbour, nVidia

July 6, 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

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high performance computing on graphics processing units: hgpu.org

Accelerating Lossless Data Compression with GPUs

Numerical Parallel Processing Based on GPU with CUDA Architecture

Utilization of GPU for real-time vision in robotics

Binary Mesh Partitioning for Cache-Efficient Visualization

Parallelizing FPGA Technology Mapping Using Graphics Processing Units (GPUs)

Optimization of a FDTD code for graphical processing units

High precision integer multiplication with a graphics processing unit

Flexible OpenCL accelerated disparity estimation for video communication applications

Striped Smith-Waterman speeds database searches six times over other SIMD implementations

Six-fold speed-up of Smith-Waterman sequence database searches using parallel processing on common microprocessors

Pseudo-random number generation for Brownian Dynamics and Dissipative Particle Dynamics simulations on GPU devices

GPU Accelerated Chemical Similarity Calculation for Compound Library Comparison

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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