Programming

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Performance Analysis of a Symmetric Cryptographic Algorithm on Multicore Architectures

Adrian Pousa, Victoria Sanz, Armando de Giusti

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Tags: AES, Algorithms, Computer science, CUDA, MPI, nVidia, nVidia GeForce GTX 560 Ti, Performance, Security

March 5, 2013 by hgpu

Large-scale Virtual Acoustics Simulation at Audio Rates Using Three Dimensional Finite Difference Time Domain and Multiple GPUs

Craig J. Webb, Alan Gray

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Tags: Acoustics, Computer science, CUDA, FDTD, Finite-difference time-domain, nVidia, Rendering, Tesla C2050

March 5, 2013 by hgpu

OpenOF: Framework for Sparse Non-linear Least Squares Optimization on a GPU

Cornelius Wefelscheid, Olaf Hellwich

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Source codes

Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 570, Optimization, Package, Python

March 2, 2013 by hgpu

Accelerating Kernel Density Estimation on the GPU Using the CUDA Framework

Panagiotis D. Michailidis, Konstantinos G. Margaritis

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 280, Programming techniques

March 2, 2013 by hgpu

Efficient Detection of Sunspots with GPU Acceleration Through CUDA

Kenny May

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Tags: Astrophysics, CUDA, Image processing, nVidia, nVidia GeForce GT 430, nVidia GeForce GTX 470, Tesla C2050

March 2, 2013 by hgpu

Full Covariance Gaussian Mixture Models Evaluation on GPU

Jan Vanek, Jan Trmal, Josef V. Psutka, Josef Psutka

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Tags: Algorithms, ATI, ATI Mobility Radeon HD 5470, ATI Radeon HD 5670, ATI Radeon HD 5870, CUDA, nVidia, nVidia GeForce GT 240, nVidia GeForce GTX 580, nVidia Quadro FX 770 M, OpenCL, Signal processing, Speech recognition

March 2, 2013 by hgpu

On Performance of GPU and DSP Architectures for Computationally Intensive Applications

John Faella

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Tags: Algorithms, Computer science, CUDA, DSP, nVidia, nVidia GeForce GT 540 M, Programming techniques, Thesis

March 2, 2013 by hgpu

Large-scale ferrofluid simulations on graphics processing units

A.Yu. Polyakov, T.V. Lyutyy, S. Denisov, V.V. Reva, P. Hanggi

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Tags: CUDA, Fluid simulation, Molecular dynamics, Numerical simulation, nVidia, Physics, Tesla M2050

March 2, 2013 by hgpu

Acceleration of Coarse Grain Molecular Dynamics on GPU Architectures

Ardita Shkurti, Mario Orsi, Enrico Macii, Elisa Ficarra, Andrea Acquaviva

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Tags: Algorithms, Chemistry, CUDA, Molecular dynamics, nVidia, nVidia GeForce GTX 480

March 2, 2013 by hgpu

On continuous maximum flow image segmentation algorithm

Laszlo Marak

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Tags: Algorithms, Biology, Materials Science, nVidia, nVidia GeForce GTX 470, OpenCL, Tesla C2050, Thesis, Tomography

March 2, 2013 by hgpu

Parallel Peeling Algorithms

Jiayang Jiang, Michael Mitzenmacher, Justin Thaler

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Tags: Algorithms, Computer science, CUDA, Data Structures and Algorithms, nVidia, Tesla C2070

March 2, 2013 by hgpu

Matrix-free GPU implementation of a preconditioned conjugate gradient solver for anisotropic elliptic PDEs

Eike Mueller, Xu Guo, Robert Scheichl, Sinan Shi

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Tags: Algorithms, Computer science, Conjugate gradient solver, CUDA, Differential equations, Numerical Analysis, nVidia, Partial differential equations, PDEs, Tesla M2090

March 2, 2013 by hgpu

bioagent-bench: Benchmark for evaluating LLM agents in bioinformatics

BioAgent Bench: An AI Agent Evaluation Suite for Bioinformatics

Benchmark suite for LLM inference on NVIDIA consumer GPUs

Private LLM Inference on Consumer Blackwell GPUs: A Practical Guide for Cost-Effective Local Deployment in SMEs

Theorizer: from the paper Generating Literature-Driven Scientific Discoveries at Scale

Generating Literature-Driven Scientific Theories at Scale

Nsight Python: a Python kernel profiling interface based on NVIDIA Nsight Tools

Nsight Python: A Python-First Profiling Toolkit for Seamless GPU Kernel Analysis (Tool)

Awesome LLM-Driven Kernel Generation

Towards Automated Kernel Generation in the Era of LLMs

PhysProver: Advancing Automatic Theorem Proving for Physics

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Tilus: A Tile-Level GPGPU Programming Language for Low-Precision Computation

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

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high performance computing on graphics processing units: hgpu.org

Programming

Performance Analysis of a Symmetric Cryptographic Algorithm on Multicore Architectures

Large-scale Virtual Acoustics Simulation at Audio Rates Using Three Dimensional Finite Difference Time Domain and Multiple GPUs

OpenOF: Framework for Sparse Non-linear Least Squares Optimization on a GPU

Accelerating Kernel Density Estimation on the GPU Using the CUDA Framework

Efficient Detection of Sunspots with GPU Acceleration Through CUDA

Full Covariance Gaussian Mixture Models Evaluation on GPU

On Performance of GPU and DSP Architectures for Computationally Intensive Applications

Large-scale ferrofluid simulations on graphics processing units

Acceleration of Coarse Grain Molecular Dynamics on GPU Architectures

On continuous maximum flow image segmentation algorithm

Parallel Peeling Algorithms

Matrix-free GPU implementation of a preconditioned conjugate gradient solver for anisotropic elliptic PDEs

Recent source codes

bioagent-bench: Benchmark for evaluating LLM agents in bioinformatics

Benchmark suite for LLM inference on NVIDIA consumer GPUs

Theorizer: from the paper Generating Literature-Driven Scientific Discoveries at Scale

Nsight Python: a Python kernel profiling interface based on NVIDIA Nsight Tools

Awesome LLM-Driven Kernel Generation

PhysProver: Advancing Automatic Theorem Proving for Physics

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

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