high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

Acceleration of PET Monte Carlo simulation using the graphics hardware ray-tracing engine

Zhiguang Wang, Peter. D. Olcott, Craig S. Levin

Tags: Computer science, Image reconstruction, nVidia, nVidia GeForce GTX 285, PET, Raytracing

June 25, 2011 by hgpu

Accelerating Regular LDPC Code Decoders on GPUs

C.-C. Chang, Y.-L. Chang, M.-Y. Huang, B. Huang

Tags: Computer science, CUDA, nVidia, Parity-check codes, Sensing

June 25, 2011 by hgpu

High-speed parallel wavelet algorithm based on CUDA and its application in three-dimensional surface texture analysis

Wang Jianjun, Lu Wenlong, Liu Xiaojun, Jiang Xiangqian

Tags: Algorithms, Computer science, CUDA, Image processing, nVidia, Wavelet

June 25, 2011 by hgpu

A two-level simulator for spaceborne SAR

Chenhui Zhu, Zheng Xiang, Kaizhi Wang, Xingzhao Liu

Tags: Algorithms, Sensing, Signal processing

June 25, 2011 by hgpu

Real-time 3D reconstruction for mobile robot using catadioptric cameras

Romain Rossi, Xavier Savatier, Jean-Yves Ertaud, Belahcene Mazari

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Tags: CUDA, Image processing, Image reconstruction, nVidia, nVidia GeForce 8800 GTS

June 25, 2011 by hgpu

Optimized GPU Framework for Ultrasound Strain Imaging

Pin Lu, Dan Shi, Dong C. Liu

Tags: Image processing, Medicine, Ultrasound

June 24, 2011 by hgpu

GPU-accelerated synthesis of echo generators

A. Capozzoli, C. Curcio, A. Liseno

Tags: Algorithms, Electrodynamics

June 24, 2011 by hgpu

A GPU-Based 3D Image Synthesizing Method for Real-Time Multiview Autostereoscopic Displays

Xiao-Qing Xu, Qiong-Hua Wang, Jun Liu, Jun Gu, Lei Li

Tags: Algorithms, Image processing, Stereo vision

June 24, 2011 by hgpu

Fast cell detection in high-throughput imagery using GPU-accelerated machine learning

David Mayerich, Jaerock Kwon, Aaron Panchal, John Keyser, Yoonsuck Choe

Tags: Biology, Image processing, Machine learning, nVidia

June 24, 2011 by hgpu

Accelerating Smith-Waterman on Heterogeneous CPU-GPU Systems

Jaideep Singh, Ipseeta Aruni

Tags: Bioinformatics, Biology, CUDA, Heterogeneous systems, nVidia, Smith-Waterman algorithm

June 24, 2011 by hgpu

Optimization of a GPU Implementation of Multi-Dimensional RF Pulse Design Algorithm

Wei Cai, Xiangrong Zhou, Xuelin Cui

Tags: Image reconstruction, Medicine, MRI, nVidia, Optimization, Tesla C1060

June 24, 2011 by hgpu

Implementation of a Soft Morphological Filter Based on GPU Framework

Lipeng Wang, Hanbin Wang

Tags: Computer science, CUDA, Filtering, nVidia

June 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

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high performance computing on graphics processing units: hgpu.org

Applications

Acceleration of PET Monte Carlo simulation using the graphics hardware ray-tracing engine

Accelerating Regular LDPC Code Decoders on GPUs

High-speed parallel wavelet algorithm based on CUDA and its application in three-dimensional surface texture analysis

A two-level simulator for spaceborne SAR

Real-time 3D reconstruction for mobile robot using catadioptric cameras

Optimized GPU Framework for Ultrasound Strain Imaging

GPU-accelerated synthesis of echo generators

A GPU-Based 3D Image Synthesizing Method for Real-Time Multiview Autostereoscopic Displays

Fast cell detection in high-throughput imagery using GPU-accelerated machine learning

Accelerating Smith-Waterman on Heterogeneous CPU-GPU Systems

Optimization of a GPU Implementation of Multi-Dimensional RF Pulse Design Algorithm

Implementation of a Soft Morphological Filter Based on GPU Framework

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)