high performance computing on graphics processing units: hgpu.org

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Performance analysis and optimization of three-dimensional FDTD on GPU using roofline model

Ki-Hwan Kim, KyoungHo Kim, Q-Han Park

Tags: Computer science, CUDA, FDTD, Finite-difference time-domain, nVidia, nVidia GeForce GTX 480

February 22, 2011 by hgpu

Data Structures and Transformations for Physically Based Simulation on a GPU

Perhaad Mistry, Dana Schaa, Byunghyun Jang, David Kaeli, Albert Dvornik, Dwight Meglan

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Tags: Computer science, CUDA, Data Structures and Algorithms, nVidia, nVidia GeForce GTX 285, Physics-based simulation

February 22, 2011 by hgpu

Parallel power flow solutions using a biconjugate gradient algorithm and a Newton method: A GPU-based approach

Norberto Garcia

Tags: Computational Engineering, Computer science, Conjugate gradient solver

February 22, 2011 by hgpu

GPU Acceleration of Runge-Kutta Integrators

Lawrence Murray

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Tags: Algorithms, CUDA, Mathematics, nVidia, ODEs, Ordinary differential equations

February 22, 2011 by hgpu

Software-Based ECC for GPUs

Naoya Maruyama, Akira Nukada, Satoshi Matsuoka

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Tags: Computer science, CUDA, Error recovery, FFT, N-body simulation, nVidia, nVidia GeForce 8800 GTS, nVidia GeForce GTX 285, Tesla S1070

February 21, 2011 by hgpu

Accelerated Root Finding for Computational Finance

Mark J. Bennett

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Tags: Algorithms, Computational finance, Differential equations, Finance, Stochastic simulation

February 21, 2011 by hgpu

An Automated Approach for SIMD Kernel Generation for GPU based Software Acceleration

Kanupriya Gulati and Sunil P Khatri

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Tags: Code generation, Compilers, Computer science, CUDA, nVidia, nVidia GeForce GTX 280

February 21, 2011 by hgpu

Assembling large mosaics of electron microscope images using GPU

Kannan Umadevi Venkataraju, Mark Kim, Dan Gerszewski, James R. Anderson, Mary Hall

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Tags: CUDA, Electron microscopy, Image processing, nVidia, nVidia GeForce GTX 280

February 21, 2011 by hgpu

Accelerating the Stochastic Simulation Algorithm

David Jenkins, Gregory D. Peterson

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Tags: Biology, CUDA, Monte Carlo simulation, MPI, nVidia, Stochastic simulation, Tesla C870

February 21, 2011 by hgpu

Acceleration of Binomial Options Pricing via Parallelizing along time-axis on a GPU

Narayan Ganesan, Roger D. Chamberlain, Jeremy Buhler

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Tags: CUDA, Finance, Monte Carlo simulation, nVidia, nVidia GeForce 8600 GT

February 21, 2011 by hgpu

A massively parallel framework using P systems and GPUs

Jose M. Cecilia, Gines D. Guerrero, Jose M. Garcia, Miguel A. Martinez-del-Amor, Ignacio Perez-Hurtado, Mario J. Perez-Jimenez

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Tags: Biology, Computer science, CUDA, nVidia, P systems, Tesla C1060

February 21, 2011 by hgpu

GPU Acceleration of Equations Assembly in Finite Elements Method – Preliminary Results

Jiri Filipovic, Igor Peterlik, Jan Fousek

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Tags: Computer science, CUDA, Finite element method, nVidia, nVidia GeForce GTX 280, Partial differential equations, PDEs

February 21, 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

Performance analysis and optimization of three-dimensional FDTD on GPU using roofline model

Data Structures and Transformations for Physically Based Simulation on a GPU

Parallel power flow solutions using a biconjugate gradient algorithm and a Newton method: A GPU-based approach

GPU Acceleration of Runge-Kutta Integrators

Software-Based ECC for GPUs

Accelerated Root Finding for Computational Finance

An Automated Approach for SIMD Kernel Generation for GPU based Software Acceleration

Assembling large mosaics of electron microscope images using GPU

Accelerating the Stochastic Simulation Algorithm

Acceleration of Binomial Options Pricing via Parallelizing along time-axis on a GPU

A massively parallel framework using P systems and GPUs

GPU Acceleration of Equations Assembly in Finite Elements Method – Preliminary Results

Recent source codes

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

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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

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

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