high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

GPU smoothing of quad meshes

T. Ni, Y. Yeo, A. Myles, V. Goel, J. Peters

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Tags: 3D Graphics and Realism, Algorithms, Computer science, DirectX

May 1, 2011 by hgpu

Using the CPU and GPU for real-time video enhancement on a mobile computer

A. Bachoo

Tags: Algorithms, Image processing

May 1, 2011 by hgpu

Reconfigurable real-time MIMO detector on GPU

Michael Wu, Yang Sun, Joseph R. Cavallaro

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Tags: Algorithms, Computer science, CUDA, MIMO, nVidia, nVidia GeForce 9600 GT

April 30, 2011 by hgpu

An intelligent system for accelerating parallel SVM classification problems on large datasets using GPU

Qi Li, R. Salman, V. Kecman

Tags: Algorithms, Computer science, Data Structures and Algorithms

April 30, 2011 by hgpu

Fast analytical modeling of compton scatter using point clouds and graphics processing unit (GPU)

A. Sitek, G. El Fakhri, Jinsong Ouyang, J.S. Maltz

Tags: Algorithms, Medicine, nVidia, nVidia Quadro FX 4500, PET

April 30, 2011 by hgpu

GPU-accelerated Adaptively Sampled Distance Fields

Thiago Bastos, Waldemar Celes

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Tags: Algorithms, Computer science, Computer vision, GLSL, nVidia, nVidia GeForce 8800 GTX, OpenGL, Rendering

April 30, 2011 by hgpu

GPU-based simulation of cellular neural networks for image processing

R. Dolan, G. DeSouza

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Tags: Cellular neural networks, CUDA, Image processing, nVidia

April 30, 2011 by hgpu

GPU based Partially Connected Neural Evolutionary network and its application on gender recognition with face images

Xiao-Xi Chen, Ming-Hui Shi, H. de Garis

Tags: Computer science, Computer vision, CUDA, Image recognition, Neural networks, nVidia

April 30, 2011 by hgpu

GPU-based multi-view rendering for spatial-multiplex autostereoscopic displays

Jianli Luo, Kaihuai Qin, Yanxia Zhou, Miao Mao, Ruirui Li

Tags: 3D Graphics and Realism, Computer science, OpenGL, Rendering

April 30, 2011 by hgpu

EcoG: A Power-Efficient GPU Cluster Architecture for Scientific Computing

Mike Showerman, Jeremy Enos, Craig Steffen, Sean Treichler, William Gropp, Wen-mei W. Hwu

Tags: Computer science, CUDA, Energy-efficient computing, GPU cluster, nVidia

April 30, 2011 by hgpu

GPU accelerated Monte Carlo simulation of pulsed-field gradient NMR experiments

Christopher A. Waudby, John Christodoulou

Tags: Monte Carlo simulation, MRI, Physics

April 30, 2011 by hgpu

Real-time massive convolution for audio applications on GPU

Jose Belloch, Alberto Gonzalez, F. Martinez-Zaldivar, Antonio Vidal

Tags: Acoustics, Algorithms, Signal processing

April 30, 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 smoothing of quad meshes

Using the CPU and GPU for real-time video enhancement on a mobile computer

Reconfigurable real-time MIMO detector on GPU

An intelligent system for accelerating parallel SVM classification problems on large datasets using GPU

Fast analytical modeling of compton scatter using point clouds and graphics processing unit (GPU)

GPU-accelerated Adaptively Sampled Distance Fields

GPU-based simulation of cellular neural networks for image processing

GPU based Partially Connected Neural Evolutionary network and its application on gender recognition with face images

GPU-based multi-view rendering for spatial-multiplex autostereoscopic displays

EcoG: A Power-Efficient GPU Cluster Architecture for Scientific Computing

GPU accelerated Monte Carlo simulation of pulsed-field gradient NMR experiments

Real-time massive convolution for audio applications on GPU

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)