Applications

hgpu.org » Applications

A CG-based Poisson solver on a GPU-cluster

G. Knittel

Tags: Computer science, Conjugate gradient solver, FPGA, Poisson equation

May 27, 2011 by hgpu

GPU-enabled high performance feature modeling for ATR applications

M.P. Dessauer, J. Hitchens, S. Dua

Tags: Algorithms, Computer science, Computer vision, Performance

May 27, 2011 by hgpu

Raytracing Dynamic Scenes on the GPU using Grids

Sashidhar Guntury, P. J. Narayanan

Tags: 3D Graphics and Realism, Computer science, nVidia, nVidia GeForce GTX 480, Raytracing

May 27, 2011 by hgpu

The GPU on irregular computing: performance issues and contributions

Manuel Ujaldon, Joel Saltz

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Tags: Computer science, nVidia, nVidia GeForce 6800, OpenGL, Performance, Sparse matrix

May 27, 2011 by hgpu

Parallelization of Binary and Real-Coded Genetic Algorithms on CUDA

Ramnik Arora, Rupesh Tulshyan, Kalyanmoy Deb

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Tags: Computer science, CUDA, Genetic programming, nVidia, Tesla C1060

May 27, 2011 by hgpu

Parallelization of binary and real-coded genetic algorithms on GPU using CUDA

Ramnik Arora, Rupesh Tulshyan, Kalyanmoy Deb

Tags: Computer science, CUDA, Genetic programming, nVidia, Tesla C1060

May 27, 2011 by hgpu

Towards real time 3D tracking and reconstruction on a GPU using Monte Carlo simulations

Jairo R. Sanchez, Hugo Alvarez, Diego Borro

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Tags: Computer vision, CUDA, Image processing, Image reconstruction, Monte Carlo simulation, nVidia, nVidia GeForce GTX 260, Real-time graphics, Video tracking

May 27, 2011 by hgpu

Optimized GPU Framework for Pulsed Wave Doppler Ultrasound

Li Wang, Dan Shi, D.C. Liu

Tags: CUDA, FFT, Medicine, nVidia, Signal processing, Ultrasound

May 26, 2011 by hgpu

GPU Based Optical Character Transcription for Ancient Inscription Recognition

Hubert Mara, Jan Hering, Susanne Kromker

Tags: Image processing, Image recognition

May 26, 2011 by hgpu

Very fast ellipse detection using GPU-based RHT

Jong Kwan Lee, B.A. Wood, T.S. Newman

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Tags: Image processing, Image recognition, nVidia, nVidia GeForce 7950 GT

May 26, 2011 by hgpu

Efficient occupancy grid computation on the GPU with lidar and radar for road boundary detection

F. Homm, N. Kaempchen, J. Ota, D. Burschka

Tags: Computer science, Computer vision

May 26, 2011 by hgpu

Research on Real-Time LLL Imaging Generation Method Based on GPU

J. Chen, Kejian Yang, Jianwen Yang, Chunhua Wang

Tags: Computer science, Real-time graphics, Rendering, Visualization

May 26, 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

A CG-based Poisson solver on a GPU-cluster

GPU-enabled high performance feature modeling for ATR applications

Raytracing Dynamic Scenes on the GPU using Grids

The GPU on irregular computing: performance issues and contributions

Parallelization of Binary and Real-Coded Genetic Algorithms on CUDA

Parallelization of binary and real-coded genetic algorithms on GPU using CUDA

Towards real time 3D tracking and reconstruction on a GPU using Monte Carlo simulations

Optimized GPU Framework for Pulsed Wave Doppler Ultrasound

GPU Based Optical Character Transcription for Ancient Inscription Recognition

Very fast ellipse detection using GPU-based RHT

Efficient occupancy grid computation on the GPU with lidar and radar for road boundary detection

Research on Real-Time LLL Imaging Generation Method Based 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)