high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

Accelerating the Sweep3D for a Graphic Processor Unit

Chunye Gong, Jie Liu, Haitao Chen, Jing Xie, Zhenghu Gong

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Tags: Boltzmann equation, Computational Physics, CUDA, nVidia, Physics, Tesla S1070

May 25, 2011 by hgpu

Fast, large volume, GPU enabled simulations for the Ly-alpha forest: power spectrum forecasts for baryon acoustic oscillation experiments

Bradley Greig, James S. Bolton, J. Stuart B. Wyithe

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Tags: Astrophysics, Cosmology, Cosmology and Extragalactic Astrophysics, CUDA, nVidia, nVidia Quadro FX 580

May 25, 2011 by hgpu

Hierarchical fractional-step approximations and parallel kinetic Monte Carlo algorithms

Giorgos Arampatzis, Markos A. Katsoulakis, Petr Plechac, Michela Taufer, Lifan Xu

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Tags: CUDA, Mathematics, Monte Carlo simulation, Numerical Analysis, nVidia, Tesla C2050, Tesla C2070

May 25, 2011 by hgpu

A Framework for 3D Model-Based Visual Tracking Using a GPU-Accelerated Particle Filter

J. Brown, D. Capson

Tags: Computer science, CUDA, DirectX, nVidia, Particle filtering, Real-time graphics, Rendering, Video tracking

May 24, 2011 by hgpu

A new representation of intensity atlas for GPU-accelerated instance generation

Ren Hui Gong, J. Stewart, P. Abolmaesumi

Tags: Computed tomography, CT, Image processing, Medicine, nVidia, nVidia GeForce GTX 285

May 24, 2011 by hgpu

SSE Vectorized and GPU Implementations of Arakawa’s Formula for Numerical Integration of Equations of Fluid Motion

E. Yurtesen, M. Ropo, M. Aspnas, J. Westerholm

Tags: Finite difference, Fluid dynamics

May 24, 2011 by hgpu

Parallel Computing Model of Multiple Dimensions Data Streams Canonical Correlation Analysis with GPU

Yong Zhou, Xiaowei Lu, Chuntian Cheng

Tags: Computer science, CUDA, Data mining, nVidia

May 24, 2011 by hgpu

GPU Rendering of the Thin Film on Paints with Full Spectrum

Roman Durikovic, Ryou Kimura

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Tags: 3D Graphics and Realism, Algorithms, Cg, Computer science, nVidia, nVidia GeForce 6800 GT, OpenGL, Rendering

May 24, 2011 by hgpu

GPU-based DVB-S2 LDPC decoder with high throughput and fast error floor detection

G. Falcao, J. Andrade, V. Silva, L. Sousa

Tags: Error recovery, Signal processing

May 24, 2011 by hgpu

GPU-based tolerance volumes for mesh processing

Mario Botsch, David Bommes, Christoph Vogel, Leif Kobbelt

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Tags: Computer science, nVidia, nVidia GeForce FX 5950, OpenGL, Rendering, Visualization

May 24, 2011 by hgpu

Accelerating Two Algorithms for Large-Scale Compound Selection on GPUs

Quan Liao, Jibo Wang, Ian A. Watson

Tags: Algorithms, Chemistry, Molecular simulation, nVidia

May 24, 2011 by hgpu

Using a GPU-CPU architecture to speed up a GA-based real-time system for trading the stock market

Ivan Contreras, Yiyi Jiang, J. Hidalgo, Laura Nunez-Letamendia

Tags: Finance, Genetic programming

May 24, 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

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Accelerating the Sweep3D for a Graphic Processor Unit

Fast, large volume, GPU enabled simulations for the Ly-alpha forest: power spectrum forecasts for baryon acoustic oscillation experiments

Hierarchical fractional-step approximations and parallel kinetic Monte Carlo algorithms

A Framework for 3D Model-Based Visual Tracking Using a GPU-Accelerated Particle Filter

A new representation of intensity atlas for GPU-accelerated instance generation

SSE Vectorized and GPU Implementations of Arakawa’s Formula for Numerical Integration of Equations of Fluid Motion

Parallel Computing Model of Multiple Dimensions Data Streams Canonical Correlation Analysis with GPU

GPU Rendering of the Thin Film on Paints with Full Spectrum

GPU-based DVB-S2 LDPC decoder with high throughput and fast error floor detection

GPU-based tolerance volumes for mesh processing

Accelerating Two Algorithms for Large-Scale Compound Selection on GPUs

Using a GPU-CPU architecture to speed up a GA-based real-time system for trading the stock market

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

Most viewed papers (last 30 days)