high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

GPU-Based Fast Minimum Spanning Tree Using Data Parallel Primitives

Wei Wang, Shaozhong Guo, Fan Yang, Jianxun Chen

Tags: Computer science, CUDA, Graph theory, nVidia, nVidia GeForce GTX 260

March 28, 2011 by hgpu

A Batched GPU Algorithm for Set Intersection

Di Wu, Fan Zhang, Naiyong Ao, Fang Wang, Xiaoguang Liu, Gang Wang

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Tags: Algorithms, Computer science, CUDA, Data Structures and Algorithms, nVidia, Tesla C1060

March 28, 2011 by hgpu

GMH: A Message Passing Toolkit for GPU Clusters

Jie Chen, William Watson III, Weizhen Mao

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Tags: Computer science, CUDA, GPU cluster, MPI, nVidia, nVidia GeForce GTX 285, Package

March 28, 2011 by hgpu

Two improved GPU acceleration strategies for force-directed graph layout

Wang Yong-Xian, Li Zong-Zhe, Yao Lu, Cao Wei, Wang Zheng-Hua

Tags: Computer science, Graph theory, nVidia, nVidia GeForce 9800 GT, Visualization

March 28, 2011 by hgpu

Acceleration of Hessenberg Reduction for Nonsymmetric Eigenvalue Problems Using GPU

Jun-ichi Muramatsu, Shao-Liang Zhang, Yusaku Yamamoto

Tags: BLAS, Computer science, CUBLAS, CUDA, Linear Algebra, nVidia, Tesla C1060

March 28, 2011 by hgpu

Efficient Discrete Range Searching primitives on the GPU with applications

J. Soman, M.K. Kumar, K. Kothapalli, P.J. Narayanan

Tags: Algorithms, Computer science, Search

March 28, 2011 by hgpu

Graphical Processing Units (GPU) acceleration of finite-difference frequency-domain (FDFD) technique

S.H. Zainud-Deen, E. El-Deen, M.S. Ibrahim, A.Z. Botros

Tags: Brook, Electrodynamics

March 28, 2011 by hgpu

Overcoming the GPU memory limitation on FDTD through the use of overlapping subgrids

L. Mattes, S. Kofuji

Tags: Electrodynamics, FDTD, Finite-difference time-domain, Memory model

March 28, 2011 by hgpu

Programming Massively Parallel Architectures using MARTE: a Case Study

A. Wendell Rodrigues, Frederic Guyomarc'h, Jean-Luc Dekeyser

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Tags: Computer science, nVidia, nVidia GeForce GTX 480, OpenCL, Signal processing, Software Engineering

March 28, 2011 by hgpu

Accelerating Molecular Docking Calculations Using Graphics Processing Units

Oliver Korb, Thomas Stutzle, Thomas E. Exner

Tags: Algorithms, Chemistry, Molecular modeling

March 28, 2011 by hgpu

GPU-based efficient realistic techniques for bleeding and smoke generation in surgical simulators

Tansel Halic, Ganesh Sankaranarayanan, Suvranu De

Tags: Medicine, Physics-based simulation, Rendering, Surgical simulation, Virtual reality

March 28, 2011 by hgpu

Data Assimilation using a GPU Accelerated Path Integral Monte Carlo Approach

John C. Quinn, Henry D. I. Abarbanel

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Tags: Computational Physics, CUDA, Monte Carlo simulation, nVidia, nVidia GeForce GTX 460, Physics, Probability, Statistics

March 28, 2011 by hgpu

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

BoltzGen:Toward Universal Binder Design

cuPilot: A Strategy-Coordinated Multi-agent Framework for CUDA Kernel Evolution

MATLAB Tensor Core models

Accurate Models of NVIDIA Tensor Cores

TritonForge: Transform PyTorch Operations into Optimized GPU Kernels with LLMs

TritonForge: Profiling-Guided Framework for Automated Triton Kernel Optimization

RLTune: Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

tritonBLAS: A Lightweight Triton-based General Matrix Multiplication (GEMM) Library

tritonBLAS: Triton-based Analytical Approach for GEMM Kernel Parameter Selection

hls4ml: Machine learning on FPGAs using HLS

hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware

NVIDIA Nemotron Parse 1.1

ThunderKittens: Tile primitives for speedy kernels

ParallelKittens: Systematic and Practical Simplification of Multi-GPU AI Kernels

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high performance computing on graphics processing units: hgpu.org

Applications

GPU-Based Fast Minimum Spanning Tree Using Data Parallel Primitives

A Batched GPU Algorithm for Set Intersection

GMH: A Message Passing Toolkit for GPU Clusters

Two improved GPU acceleration strategies for force-directed graph layout

Acceleration of Hessenberg Reduction for Nonsymmetric Eigenvalue Problems Using GPU

Efficient Discrete Range Searching primitives on the GPU with applications

Graphical Processing Units (GPU) acceleration of finite-difference frequency-domain (FDFD) technique

Overcoming the GPU memory limitation on FDTD through the use of overlapping subgrids

Programming Massively Parallel Architectures using MARTE: a Case Study

Accelerating Molecular Docking Calculations Using Graphics Processing Units

GPU-based efficient realistic techniques for bleeding and smoke generation in surgical simulators

Data Assimilation using a GPU Accelerated Path Integral Monte Carlo Approach

Recent source codes

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

BoltzGen:Toward Universal Binder Design

cuPilot: A Strategy-Coordinated Multi-agent Framework for CUDA Kernel Evolution

MATLAB Tensor Core models

TritonForge: Transform PyTorch Operations into Optimized GPU Kernels with LLMs

RLTune: Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

tritonBLAS: A Lightweight Triton-based General Matrix Multiplication (GEMM) Library

hls4ml: Machine learning on FPGAs using HLS

NVIDIA Nemotron Parse 1.1

ThunderKittens: Tile primitives for speedy kernels

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