high performance computing on graphics processing units: hgpu.org

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Introduction to GPU Programming with GLSL

R. Marroquim, A. Maximo

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Tags: ATI, Computer science, GLSL, High-level Languages, nVidia, OpenGL, Package, Rendering, Tutorial

March 25, 2011 by hgpu

Efficient implementation for MD5-RC4 encryption using GPU with CUDA

Changxin Li, Hongwei Wu, Shifeng Chen, Xiaochao Li, Donghui Guo

Tags: Computer science, CUDA, nVidia, nVidia GeForce 9800 GTX, Security

March 25, 2011 by hgpu

A GPU Implementation of Fast Parallel Markov Clustering in Bioinformatics Using EllPACK-R Sparse Data Format

A. Bustamam, K. Burrage, N.A. Hamilton

Tags: Bioinformatics, Biology, CUDA, nVidia

March 25, 2011 by hgpu

GPU Acceleration of High-Speed Collision Molecular Dynamics Simulation

Canqun Yang, Qiang Wu, Juan Chen, Zhen Ge

Tags: Chemistry, CUDA, Molecular dynamics, nVidia, Tesla C870

March 25, 2011 by hgpu

Fast forwarding table lookup exploiting GPU memory architecture

Youngjun Lee, Minseon Jeong, Sanghwan Lee, Eun-Jin Im

Tags: Computer science, Information Retrieval, Network communications, Software router

March 25, 2011 by hgpu

HiAL-Ckpt: A hierarchical application-level checkpointing for CPU-GPU hybrid systems

Xinhai Xu, Yufei Lin, Tao Tang, Yisong Lin

Tags: Computer science, Fault simulation, Heterogeneous systems, MPI

March 25, 2011 by hgpu

Fast Virus Signature Matching Based on the High Performance Computing of GPU

Yang Wan Cheng

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Tags: Algorithms, Computer science, Security

March 25, 2011 by hgpu

GPU-based real-time small displacement estimation with ultrasound

S. Rosenzweig, M. Palmeri, K. Nightingale

Tags: Computed tomography, CT, Image processing, Medicine, Ultrasound

March 25, 2011 by hgpu

A Data Communication Scheduler for Stream Programs on CPU-GPU Platform

Tao Tang, Xinhai Xu, Yisong Lin

Tags: ATI, Computer science, Heterogeneous systems, Task scheduling

March 25, 2011 by hgpu

Optimization and Implementation of LBM Benchmark on Multithreaded GPU

Xiaoguang Ren, Yuhua Tang, Guibin Wang, Tao Tang, Xudong Fang

Tags: ATI, Brook, Fluid dynamics, Lattice Boltzmann model, Optimization

March 25, 2011 by hgpu

Implementation of Kernel Methods on the GPU

Julius Ohmer, Frederic Maire, Ross Brown

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Tags: Cg, Computer vision, Image processing, Image recognition, nVidia, nVidia GeForce 6800, OpenGL

March 24, 2011 by hgpu

Using GPUs for beamforming acceleration on SAFT imaging

D. Romero, O. Martinez-Graullera, C.J. Martin, R.T. Higuti, A. Octavio

Tags: Filtering, Image reconstruction, Physics, Signal processing, Ultrasound

March 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

Introduction to GPU Programming with GLSL

Efficient implementation for MD5-RC4 encryption using GPU with CUDA

A GPU Implementation of Fast Parallel Markov Clustering in Bioinformatics Using EllPACK-R Sparse Data Format

GPU Acceleration of High-Speed Collision Molecular Dynamics Simulation

Fast forwarding table lookup exploiting GPU memory architecture

HiAL-Ckpt: A hierarchical application-level checkpointing for CPU-GPU hybrid systems

Fast Virus Signature Matching Based on the High Performance Computing of GPU

GPU-based real-time small displacement estimation with ultrasound

A Data Communication Scheduler for Stream Programs on CPU-GPU Platform

Optimization and Implementation of LBM Benchmark on Multithreaded GPU

Implementation of Kernel Methods on the GPU

Using GPUs for beamforming acceleration on SAFT imaging

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

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