high performance computing on graphics processing units: hgpu.org

Programming

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Deterministic Parallelism

Alan Leung

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Tags: Computer science, CUDA, nVidia

September 27, 2012 by hgpu

GPU-based tuning of quantum-inspired genetic algorithm for a combinatorial optimization problem

R. Nowotniak, J. Kucharski

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Tags: Algorithms, Computer science, CUDA, Metaheuristics, nVidia, nVidia GeForce GTX 295, Optimization

September 27, 2012 by hgpu

Lattice QCD based on OpenCL

Matthias Bach, Volker Lindenstruth, Owe Philipsen, Christopher Pinke

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Tags: Algorithms, ATI, ATI Radeon HD 5870, ATI Radeon HD 6970, ATI Radeon HD 7970, High Energy Physics - Lattice, nVidia, nVidia GeForce GTX 480, nVidia GeForce GTX 680, OpenCL, Physics, QCD

September 27, 2012 by hgpu

GPU Acceleration of Image Convolution using Spatially-varying Kernel

Steven Hartung, Hemant Shukla, J. Patrick Miller, Carlton Pennypacker

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Tags: Algorithms, Astrophysics, CUDA, FFT, Image processing, Instrumentation and Methods for Astrophysics, nVidia, nVidia GeForce GTX 465

September 27, 2012 by hgpu

Improved Row-Grouped CSR Format for Storing of Sparse Matrices on GPU

Tomas Oberhuber, Martin Heller

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Tags: Computer science, CUDA, nVidia, Optimization, Sparse matrix, Tesla C2070

September 26, 2012 by hgpu

Enabling Development of OpenCL Applications on FPGA platforms

Kavya Subraya Shagrithaya

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Tags: Computer science, FPGA, OpenCL, Thesis

September 26, 2012 by hgpu

A Parallel Auxiliary Grid AMG Method for GPU

Lu Wang, Xiaozhe Hu, Jonathan Cohen, Jinchao Xu

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Tags: Algorithms, Computer science, CUDA, Numerical Analysis, nVidia, Tesla C2070

September 26, 2012 by hgpu

Accelerating Iterative SpMV for Discrete Logarithm Problem using GPUs

Hamza Jeljeli

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Tags: Algorithms, Computer science, CUDA, Modular arithmetic, nVidia, nVidia GeForce GTX 580, Security, Sparse matrix

September 26, 2012 by hgpu

GPF: a framework for general packet classification on GPU co-processors

Alastair Nottingham

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Tags: Computer science, CUDA, Network communications, nVidia, nVidia GeForce GTX 480, Security, Thesis

September 25, 2012 by hgpu

Implementation and Analysis of AES Encryption on GPU

Qinjian Li, Chengwen Zhong, Kaiyong Zhao, Xinxin Mei, Xiaowen Chu

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Tags: AES, Algorithms, Computer science, CUDA, nVidia, Security, Tesla C2050

September 25, 2012 by hgpu

Speeding up Scoring Module of Mass Spectrometry Based Protein Identification by GPU

You Li, Xiaowen Chu

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Tags: Bioinformatics, Biology, CUDA, Databases, nVidia, nVidia GeForce GTX 280, Spectrometry

September 25, 2012 by hgpu

GPU Accelerated Lambert Solution Methods for the Orbital Targeting Problem

Sam Wagner, Bong Wie

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Tags: Astrophysics, CUDA, Earth and Space Sciences, Fortran, nVidia, Tesla C2060

September 25, 2012 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

See all packages

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high performance computing on graphics processing units: hgpu.org

Programming

Deterministic Parallelism

GPU-based tuning of quantum-inspired genetic algorithm for a combinatorial optimization problem

Lattice QCD based on OpenCL

GPU Acceleration of Image Convolution using Spatially-varying Kernel

Improved Row-Grouped CSR Format for Storing of Sparse Matrices on GPU

Enabling Development of OpenCL Applications on FPGA platforms

A Parallel Auxiliary Grid AMG Method for GPU

Accelerating Iterative SpMV for Discrete Logarithm Problem using GPUs

GPF: a framework for general packet classification on GPU co-processors

Implementation and Analysis of AES Encryption on GPU

Speeding up Scoring Module of Mass Spectrometry Based Protein Identification by GPU

GPU Accelerated Lambert Solution Methods for the Orbital Targeting Problem

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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