high performance computing on graphics processing units: hgpu.org

Diego H. Stalder, Reinaldo R. Rosa, Jose da Silve Junior, Esteban Clua, Renata Ruiz, Haroldo F. Campos Velho, Fernando Ramos, Amarisio da Silva Araujo, Vitor Gomes Conrado

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Tags: Astrophysics, Cosmology, Cosmology and Extragalactic Astrophysics, CUDA, Gravitation, N-body simulation, nVidia, nVidia GeForce GTX 680

August 17, 2012 by hgpu

Efficient Parallel Evaluation of Multivariate Quadratic Polynomials on GPUs

Satoshi Tanaka, Tung Chou, Bo-Yin Yang, Chen-Mou Cheng, Kouichi Sakurai

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 580, Security, Stream Ciphers

August 16, 2012 by hgpu

Exploiting contextual information for image re-ranking and rank aggregation

Daniel Carlos Guimaraes Pedronette, Ricardo da S. Torres

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Tags: Image processing, Information Retrieval, OpenCL

August 16, 2012 by hgpu

High accuracy solutions to energy gradient flows from material science models

Andrew Christlieb, Jaylan Jones, Keith Promislow, Brian Wetton, Mark Willoughby

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Tags: CUDA, Materials Science, nVidia, Spectral methods, Tesla C2070

August 16, 2012 by hgpu

Parametric Flows: Automated Behavior Equivalencing for Symbolic Analysis of Races in CUDA Programs

Peng Li, Guodong Li, Ganesh Gopalakrishnan

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Source codes

Tags: Computer science, CUDA, nVidia, Package

August 16, 2012 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

Fractals Image Rendering and Compression using GPUs

GPU-Based Computation of Discrete Periodic Centroidal Voronoi Tessellation in Hyperbolic Space

DEM based simulation of concrete structures on GPU

Binary Interval Search (BITS): A Scalable Algorithm for Counting Interval Intersections

Nonmetric Priors for Continuous Multilabel Optimization

GPU-Accelerated Large-Scale Simulation of Seismic-Wave Propagation

Rootbeer: Seamlessly using GPUs from Java

A new gravitational N-body simulation algorithm for investigation of cosmological chaotic advection

Efficient Parallel Evaluation of Multivariate Quadratic Polynomials on GPUs

Exploiting contextual information for image re-ranking and rank aggregation

High accuracy solutions to energy gradient flows from material science models

Parametric Flows: Automated Behavior Equivalencing for Symbolic Analysis of Races in CUDA Programs

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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