high performance computing on graphics processing units: hgpu.org

Applications

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High Performance Computing Using MPI and OpenMP on Multi-core Parallel Systems

Haoqiang Jin, Dennis Jespersen, Piyush Mehrotra, Rupak Biswas

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Tags: Computer science, MPI, OpenMP

March 28, 2011 by hgpu

Parallel data mining on graphics processors

Wenbin Fang, Ka Keung Lau, Mian Lu, Xiangye Xiao, Chi Kit Lam, Philip Yang Yang, Bingsheng He, Qiong Luo, Pedro V. Sander, Ke Yang

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Tags: Computer science, CUDA, Data mining, nVidia, nVidia GeForce GTX 280, Package

March 28, 2011 by hgpu

Parallel frequent patterns mining algorithm on GPU

Jiayi Zhou, Kun-Ming Yu, Bin-Chang Wu

Tags: Algorithms, Computer science, Data mining, Databases

March 27, 2011 by hgpu

Study on Transient Temperature Field Parallel Computing in Cooling Control Based on a GPU Fourier Method

Liang Wang, Yi-sheng Zhang

Tags: CUDA, nVidia, Physics, Thermodynamics

March 27, 2011 by hgpu

CaravelaMPI: Message Passing Interface for Parallel GPU-Based Applications

S. Yamagiwa, L. Sousa

Source codes

Tags: Computer science, GPU cluster, MPI, Package

March 27, 2011 by hgpu

A parallelization cost model for GPU

Zhang Dan, Zhao Rongcai, Han Lin, Wang Tao, Qu Jin

Tags: Computer science, Optimization, Performance

March 27, 2011 by hgpu

Accelerate video decoding with generic GPU

Guobin Shen,Guang-Ping Gao,Shipeng Li,Heung-Yeung Shum,Ya-Qin Zhang;

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Tags: DirectX, Image processing, nVidia, nVidia GeForce 3, Video decoding

March 27, 2011 by hgpu

Exploiting Parallelism in Iterative Irregular Maxflow Computations on GPU Accelerators

S. Solomon, P. Thulasiraman, R.K. Thulasiram

Tags: Algorithms, Computer science, CUDA, Graph theory, nVidia

March 27, 2011 by hgpu

Image parallel processing based on GPU

Nan Zhang, Yun-shan Chen, Jian-li Wang

Tags: Algorithms, Filtering, Image processing, Programming techniques

March 27, 2011 by hgpu

Data structure design for GPU based heterogeneous systems

Jens Breitbart

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Tags: Computer science, CUDA, Data Structures and Algorithms, Games, Heterogeneous systems, Nearest neighbour, nVidia, nVidia GeForce 8800 GTS, nVidia GeForce GTX 280, OpenMP

March 27, 2011 by hgpu

HCW 2009 keynote talk: GPU computing: Heterogeneous computing for future systems

J. Owens

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Tags: Computer science, Heterogeneous systems, Programming techniques

March 27, 2011 by hgpu

Scalable and Parallel Implementation of a Financial Application on a GPU: With Focus on Out-of-Core Case

Myungho Lee, Jin-hong Jeon, Joonsuk Kim, Joonhyun Song

Tags: Finance, Monte Carlo simulation

March 27, 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

High Performance Computing Using MPI and OpenMP on Multi-core Parallel Systems

Parallel data mining on graphics processors

Parallel frequent patterns mining algorithm on GPU

Study on Transient Temperature Field Parallel Computing in Cooling Control Based on a GPU Fourier Method

CaravelaMPI: Message Passing Interface for Parallel GPU-Based Applications

A parallelization cost model for GPU

Accelerate video decoding with generic GPU

Exploiting Parallelism in Iterative Irregular Maxflow Computations on GPU Accelerators

Image parallel processing based on GPU

Data structure design for GPU based heterogeneous systems

HCW 2009 keynote talk: GPU computing: Heterogeneous computing for future systems

Scalable and Parallel Implementation of a Financial Application on a GPU: With Focus on Out-of-Core Case

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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