high performance computing on graphics processing units: hgpu.org

Programming

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A Multi-GPU Spectrometer System for Real-Time Wide Bandwidth Radio Signal Analysis

Hirofumi Kondo, Eric Heien, Masao Okita, Dan Werthimer, Kenichi Hagihara

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Tags: CUDA, FFT, nVidia, Signal processing, Tesla C1060, Tesla S1070

April 13, 2011 by hgpu

GPU-Accelerated KLT Tracking with Monte-Carlo-Based Feature Reselection

Julius Fabian Ohmer, Nicholas J. Redding

Tags: Algorithms, Computer vision, Image processing, Video tracking

April 13, 2011 by hgpu

Efficient Collision Detection and Physics-Based Deformation for Haptic Simulation with Local Spherical Hash

Marilena Maule, Anderson Maciel, Luciana Nedel

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Tags: Collision detection, Computer science, CUDA, nVidia, nVidia GeForce 9600 GT, Physics-based simulation, Real-time graphics, Rendering

April 13, 2011 by hgpu

Community Structure Discovery algorithm on GPU with CUDA

Peng Li

Tags: Algorithms, Computer science, CUDA, Network communications, nVidia

April 13, 2011 by hgpu

Efficient parallelized particle filter design on CUDA

Min-An Chao, Chun-Yuan Chu, Chih-Hao Chao, An-Yeu Wu

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Tags: CUDA, nVidia, nVidia GeForce 9400 M, Particle filtering, Signal processing

April 13, 2011 by hgpu

Implementation and optimization of image processing algorithms on handheld GPU

Nitin Singhal, In Kyu Park, Sungdae Cho

Tags: Algorithms, Image processing, OpenGL, Optimization, Rendering

April 12, 2011 by hgpu

CUDA Memory Optimizations for Large Data-Structures in the Gravit Simulator

Jakob Siegel, Juergen Ributzka, Xiaoming Li

Tags: Computer science, CUDA, Gravitation, Memory model, N-body simulation, nVidia, Optimization

April 12, 2011 by hgpu

GPU Accelerated Path-Planning for Multi-agents in Virtual Environments

Leonardo G. Fischer, Renato Silveira, Luciana Nedel

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Tags: Computer science, CUDA, Games, nVidia, nVidia GeForce 9800 GX2, Path problems

April 12, 2011 by hgpu

The fast evaluation of hidden Markov models on GPU

Jun Li, Shuangping Chen, Yanhui Li

Tags: Algorithms, Computer science, nVidia, nVidia GeForce 9800 GTX, Statistics

April 12, 2011 by hgpu

Simulating Spiking Neural P systems without delays using GPUs

Francis Cabarle, Henry Adorna, Miguel A. Martinez-del-Amor

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Tags: Computer science, CUDA, Membrane computing, Neural and Evolutionary Computing, nVidia

April 12, 2011 by hgpu

Interactive Simulation and Visualization of Fluids with Surface Raycasting

Renan Teston Inacio, Tiago H. C. Nobrega, Diego D. B. Carvalho, Aldo von Wangenheim

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Tags: 3D Graphics and Realism, Algorithms, Computer science, Fluid simulation, GLSL, nVidia, nVidia GeForce 9800 M GS, OpenGL, Rendering

April 11, 2011 by hgpu

CULA: hybrid GPU accelerated linear algebra routines

John R. Humphrey, Daniel K. Price, Kyle E. Spagnoli, Aaron L. Paolini, Eric J. Kelmelis

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Source codes

Tags: Computer science, CUDA, CULA, Linear Algebra, nVidia, Package, Tesla C1060

April 11, 2011 by hgpu

PTXBench: an open-source environment for kernel agents with architecture-specific CUDA/PTX

PTXBench: Benchmark and Adapt LLMs for GPU Kernel Optimization with Architecture-specific PTX

RealisticTritonBench: A Benchmark for Triton-Kernel Generation in Real-World AI Frameworks

TensorCorePTX: PTX Tensor Core GEMM Exploration

Hand-Written PTX Tensor-Core GEMM Kernels: A Multi-Precision Study on NVIDIA L4

FlashPDE: Triton-fused PDE stencil kernels for physics-informed neural networks

FlashPDE: A Drop-In Fused Triton Operator Library for Neural PDE Solvers

PortLBM: Portable GPU-accelerated Lattice Boltzmann Method Simulations

PortLBM: A Portable Lattice Boltzmann Tool Leveraging SYCL on AMD, NVIDIA, and Intel GPUs

Harness Engineering for LLM-Driven GPU Kernel Generation

CANNBot Skills

Compiler-Grounded Hierarchical Diagnosis for LLM-Based Triton Kernel Optimization

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high performance computing on graphics processing units: hgpu.org

Programming

A Multi-GPU Spectrometer System for Real-Time Wide Bandwidth Radio Signal Analysis

GPU-Accelerated KLT Tracking with Monte-Carlo-Based Feature Reselection

Efficient Collision Detection and Physics-Based Deformation for Haptic Simulation with Local Spherical Hash

Community Structure Discovery algorithm on GPU with CUDA

Efficient parallelized particle filter design on CUDA

Implementation and optimization of image processing algorithms on handheld GPU

CUDA Memory Optimizations for Large Data-Structures in the Gravit Simulator

GPU Accelerated Path-Planning for Multi-agents in Virtual Environments

The fast evaluation of hidden Markov models on GPU

Simulating Spiking Neural P systems without delays using GPUs

Interactive Simulation and Visualization of Fluids with Surface Raycasting

CULA: hybrid GPU accelerated linear algebra routines

Recent source codes

EinsummableV3 - graph-based computation with tensor operations support

MaxKernel: Intelligent TPU Kernel Engineering Agents

FP4 FlashAttention forward, backward, and TorchTitan reproduction code

PTXBench: an open-source environment for kernel agents with architecture-specific CUDA/PTX

RealisticTritonBench: A Benchmark for Triton-Kernel Generation in Real-World AI Frameworks

TensorCorePTX: PTX Tensor Core GEMM Exploration

FlashPDE: Triton-fused PDE stencil kernels for physics-informed neural networks

PortLBM: Portable GPU-accelerated Lattice Boltzmann Method Simulations

Harness Engineering for LLM-Driven GPU Kernel Generation

CANNBot Skills

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