high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

GPU-based surface oriented interslice directional interpolation for volume visualization

Muhammad Mobeen Movania, Lee Sing Cheong, Feng Zhao, Feng Lin, Kemao Qian, Hock Soon Seah

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Tags: Medicine, Rendering, Visualization

May 3, 2011 by hgpu

Accelerating scientific applications using GPU’s

M. Taher

Tags: Bioinformatics, Biology, Computer science, CUDA, FFT, nVidia, Security, Sequence alignment

May 3, 2011 by hgpu

GPU based video stylization

Yang Zhao, Deng-En Xie, Dan Xu

Tags: Algorithms, Image processing

May 3, 2011 by hgpu

Real-Time and Realistic Simulation for Cardiac Intervention with GPU

Rongdong Yu, Sanyuan Zhang, P. Chiang, Yiyu Cai, Jianmin Zheng

Tags: Heart, Medicine, Surgical simulation, Virtual reality

May 3, 2011 by hgpu

GPU Implementation of Extended Gaussian Mixture Model for Background Subtraction

Vu Pham, Phong Vo, Vu Thanh Hung, Le Hoai Bac

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Source codes

Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 9600 GT, Package

May 3, 2011 by hgpu

Parallel grid-based recursive Bayesian estimation using GPU for real-time autonomous navigation

Tomonari Furukawa, Benjamin Lavis, Hugh F. Durrant-Whyte

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Tags: Bayesian, Computer science, nVidia, nVidia GeForce 8800 GTS

May 3, 2011 by hgpu

Accelerating BP Neural Network-Based Image Compression by CPU and GPU Cooperation

Jinxian Lin, Jianghong Lin

Tags: Compression, Computer science, Image processing, Neural networks

May 3, 2011 by hgpu

Statistical power modeling of GPU kernels using performance counters

Hitoshi Nagasaka, Naoya Maruyama, Akira Nukada, Toshio Endo, Satoshi Matsuoka

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Tags: Computer science, CUDA, Energy-efficient computing, nVidia, nVidia GeForce GTX 285

May 3, 2011 by hgpu

GPU-based elastic-object deformation for enhancement of existing haptic applications

Cristian J. Luciano, P. Pat Banerjee, Silvio H. R. Rizzi

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Tags: Algorithms, Computed tomography, CT, Image processing, Magnetic resonance imaging, MRI, nVidia, nVidia Quadro FX 3400, OpenGL, Virtual reality

May 3, 2011 by hgpu

A Framework of Large-Scale Terrain Visualization Based on GPU

Bo Li, Zhongyi Li, Cheng Wang

Tags: Computer science, Rendering, Visualization

May 3, 2011 by hgpu

Realtime Simulation of Burning Solids on GPU with CUDA

Jian Zhu, Youquan Liu, Kai Bao, Yuanzhang Chang, Enhua Wu

Tags: CUDA, Fluid dynamics, Navier-Stokes equations, NSEs, nVidia

May 3, 2011 by hgpu

GPU-CPU multi-core for real-time signal processing

Saraju P. Mohanty

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Tags: nVidia, nVidia GeForce FX 5200, OpenGL, Rendering, Signal processing

May 3, 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 surface oriented interslice directional interpolation for volume visualization

Accelerating scientific applications using GPU’s

GPU based video stylization

Real-Time and Realistic Simulation for Cardiac Intervention with GPU

GPU Implementation of Extended Gaussian Mixture Model for Background Subtraction

Parallel grid-based recursive Bayesian estimation using GPU for real-time autonomous navigation

Accelerating BP Neural Network-Based Image Compression by CPU and GPU Cooperation

Statistical power modeling of GPU kernels using performance counters

GPU-based elastic-object deformation for enhancement of existing haptic applications

A Framework of Large-Scale Terrain Visualization Based on GPU

Realtime Simulation of Burning Solids on GPU with CUDA

GPU-CPU multi-core for real-time signal processing

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)