high performance computing on graphics processing units: hgpu.org

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Acceleration of Streamed Tensor Contraction Expressions on GPGPU-Based Clusters

Wenjing Ma, Sriram Krishnamoorthy, Oreste Villa, Karol Kowalski

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Tags: Computational chemistry, Computer science, CUDA, Linear Algebra, Matrix multiplication, nVidia, Presentation, Tesla C1070, Tesla S1070

July 7, 2011 by hgpu

Comparing performance and energy efficiency of FPGAs and GPUs for high productivity computing

Brahim Betkaoui, David B. Thomas, Wayne Luk

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Tags: Computer science, CUDA, Energy-efficient computing, FPGA, nVidia, Performance, Tesla C1060

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

Pricing of cross-currency interest rate derivatives on Graphics Processing Units

Duy Minh Dang

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Tags: CUDA, Finance, nVidia, Presentation, Tesla C870

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

Introducing Energy Efficiency into Graphics Processors

B. V. N. Silpa, Preeti Ranjan Panda

Tags: Computer science, Energy-efficient computing, Hardware Architecture

July 7, 2011 by hgpu

An Adaptive Hybrid Multiprocessor technique for bioinformatics sequence alignment

T. Bonny, M.A. Zidan, K.N. Salama

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Tags: Bioinformatics, Biology, CUDA, nVidia, nVidia Quadro FX 4800, Sequence alignment, Smith-Waterman algorithm

July 7, 2011 by hgpu

Graphics Processing Unit Accelerated O(N) Micromagnetic Solver

Shaojing Li, Boris Livshitz, Vitaliy Lomakin

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Tags: CUDA, Electrodynamics, Finite difference, nVidia, nVidia GeForce GTX 280

July 7, 2011 by hgpu

Accelerating Wavelet Lifting on Graphics Hardware Using CUDA

Wladimir J. van der Laan, Andrei C. Jalba, Jos B.T.M. Roerdink

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Tags: CUDA, Image processing, nVidia, nVidia GeForce 8800 GTX, Wavelet

July 6, 2011 by hgpu

Option pricing with COS method on graphics processing units

Bowen Zhang, Cornelis W. Oosterlee

Tags: Computational finance, Finance

July 6, 2011 by hgpu

Fast face recognition approach using a graphical processing unit (GPU)

Y. Ouerhani, M. Jridi, A. AlFalou

Tags: Image processing, Image recognition, nVidia, nVidia GeForce 8400 GS

July 6, 2011 by hgpu

Tuning A Hybrid GPU-CPU V-cycle Multilevel Preconditioner for Solving Large Real and Complex Systems of FEM Equations

A. Dziekonski, A. Lamecki, M. Mrozowski

Tags: Conjugate gradient solver, Electrodynamics, FEM, Finite element method, nVidia, nVidia GeForce GTX 480, Sparse matrix

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

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Acceleration of Streamed Tensor Contraction Expressions on GPGPU-Based Clusters

Comparing performance and energy efficiency of FPGAs and GPUs for high productivity computing

Optimization of a FDTD code for graphical processing units

Pricing of cross-currency interest rate derivatives on Graphics Processing Units

High precision integer multiplication with a graphics processing unit

Introducing Energy Efficiency into Graphics Processors

An Adaptive Hybrid Multiprocessor technique for bioinformatics sequence alignment

Graphics Processing Unit Accelerated O(N) Micromagnetic Solver

Accelerating Wavelet Lifting on Graphics Hardware Using CUDA

Option pricing with COS method on graphics processing units

Fast face recognition approach using a graphical processing unit (GPU)

Tuning A Hybrid GPU-CPU V-cycle Multilevel Preconditioner for Solving Large Real and Complex Systems of FEM Equations

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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