high performance computing on graphics processing units: hgpu.org

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Multi-level Parallelization of Advanced Video Coding on Hybrid CPU/GPU Platform

Svetislav Momcilovic, Nuno Roma, Leonel Sousa

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Tags: Algorithms, CUDA, H.264/AVC, Image processing, nVidia, nVidia GeForce GTX 580, Task scheduling, Video encoding

July 10, 2012 by hgpu

A Generic Library for Stencil Computations

Mauro Bianco, Ugo Varetto

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Tags: Algorithms, Computer science, CUDA, Heterogeneous systems, Mathematical Software, MPI, nVidia, PC cluster, Performance, Tesla M2090

July 10, 2012 by hgpu

Complete PISO and SIMPLE solvers on Graphics Processing Units

Tadeusz Tomczak, Katarzyna Zadarnowska, Zbigniew Koza, Maciej Matyka, Aukasz Miroslaw

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Tags: Algorithms, Computer science, CUDA, Navier-Stokes equations, NSEs, nVidia, Tesla C2070

July 9, 2012 by hgpu

Fast GPU Garment Simulation and Collision Detection

Tzvetomir I. Vassilev, Bernhard Spanlang

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Tags: Algorithms, ATI, ATI Radeon HD 4850, Collision detection, Computer science, GLSL, nVidia, nVidia GeForce GTX 460, nVidia GeForce GTX 560 M, OpenGL

July 8, 2012 by hgpu

Random Walks for Image Cosegmentation

Maxwell D. Collins, Jia Xu, Leo Grady, Vikas Singh

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 470, Package

July 7, 2012 by hgpu

Implementing Interactive 3D Segmentation on CUDA Using Graph-Cuts and Watershed Transformation

Jan Kolomaznik, Jan Horacek, Vaclav Krajicek, Josef Pelikan

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 560

July 7, 2012 by hgpu

Fast algorithm of ray tracing based on KD-tree structure

Yuanlong Wang, Ping Guo

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Tags: Algorithms, Computer science, CUDA, KD-tree, nVidia, nVidia GeForce GTX 470, Raytracing

July 7, 2012 by hgpu

Efficient Parallel RSA Decryption Algorithm for Many-core GPUs with CUDA

Yu-Shiang Lin, Chun-Yuan Lin, Der-Chyuan Lou

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 260, Security, Tesla C2050, Tesla S1070

July 7, 2012 by hgpu

Parallel Particle Swarm Optimization on Graphical Processing Unit for Pose Estimation

Vincent Roberge, Mohammed Tarbouchi

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 560 Ti

July 7, 2012 by hgpu

Parallel Memory Defragmentation on a GPU

Ronald Veldema, Michael Philippsen

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Tags: Algorithms, Computer science, CUDA, Memory model, nVidia, nVidia GeForce GTX 560 Ti, Performance, Storage system

July 6, 2012 by hgpu

Interactive Quantum Chemistry: A Divide-and-Conquer ASED-MO Method

Mael Bosson, Caroline Richard, Antoine Plet, Sergei Grudinin, Stephane Redon

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Tags: Algorithms, Chemistry, CUDA, nVidia, nVidia GeForce GTX 260

July 5, 2012 by hgpu

GPU Parallelization of an Unstructured Overset Grid Incompressible Navier-Stokes Solver for Moving Bodies

Dominic D.J. Chandar, Jay Sitaraman, Dimitri Mavriplis

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Tags: Algorithms, CUDA, Fluid dynamics, Laplace and Poisson equation, MPI, nVidia, Tesla C2050

July 4, 2012 by hgpu

AutoDock-GPU: AutoDock for GPUs and other accelerators

Architecting Tensor Core-Based Reductions for Irregular Molecular Docking Kernels

NCCLX: collective communication framework

Collective Communication for 100k+ GPUs

Tutoring LLM into a Better CUDA Optimizer

Kernel Library for LLM Serving

Compiler and Runtime Systems for Generative AI Models

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

Genten: Software for Generalized Tensor Decompositions by Sandia National Laboratories

A Performance Portable Matrix Free Dense MTTKRP in GenTen

Interleaved Learning and Exploration: A Self-Adaptive Fuzz Testing Framework for MLIR

Pinocchio: PINpointing Orbit Crossing Collapsed Hierarchical Objects

Accelerating cosmological simulations on GPUs: a portable approach using OpenMP

KernelCoder: trained on a curated dataset of reasoning traces and CUDA kernel pairs

ConCuR: Conciseness Makes State-of-the-Art Kernel Generation

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high performance computing on graphics processing units: hgpu.org

Programming

Multi-level Parallelization of Advanced Video Coding on Hybrid CPU/GPU Platform

A Generic Library for Stencil Computations

Complete PISO and SIMPLE solvers on Graphics Processing Units

Fast GPU Garment Simulation and Collision Detection

Random Walks for Image Cosegmentation

Implementing Interactive 3D Segmentation on CUDA Using Graph-Cuts and Watershed Transformation

Fast algorithm of ray tracing based on KD-tree structure

Efficient Parallel RSA Decryption Algorithm for Many-core GPUs with CUDA

Parallel Particle Swarm Optimization on Graphical Processing Unit for Pose Estimation

Parallel Memory Defragmentation on a GPU

Interactive Quantum Chemistry: A Divide-and-Conquer ASED-MO Method

GPU Parallelization of an Unstructured Overset Grid Incompressible Navier-Stokes Solver for Moving Bodies

Recent source codes

AutoDock-GPU: AutoDock for GPUs and other accelerators

NCCLX: collective communication framework

Tutoring LLM into a Better CUDA Optimizer

Kernel Library for LLM Serving

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

Genten: Software for Generalized Tensor Decompositions by Sandia National Laboratories

Interleaved Learning and Exploration: A Self-Adaptive Fuzz Testing Framework for MLIR

Pinocchio: PINpointing Orbit Crossing Collapsed Hierarchical Objects

KernelCoder: trained on a curated dataset of reasoning traces and CUDA kernel pairs

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