high performance computing on graphics processing units: hgpu.org

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Accelerating Band Linear Algebra Operations on GPUs with Application in Model Reduction

Peter Benner, Ernesto Dufrechou, Pablo Ezzatti, Pablo Igounet, Enrique S. Quintana-Orti, Alfredo Remon

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Tags: Computer science, CUDA, Factorization, Linear Algebra, nVidia, Sparse matrix, Tesla S2070

June 23, 2014 by hgpu

Efficient GPU-based Training of Recurrent Neural Network Language Models Using Spliced Sentence Bunch

X. Chen, Y. Wang, X. Liu, M.J.F. Gales, P. C. Woodland

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Tags: Computer science, CUDA, Neural networks, nVidia, nVidia GeForce GTX Titan, Speech recognition

June 23, 2014 by hgpu

An efficient parallel algorithm for accelerating computational protein design

Yichao Zhou, Wei Xu, Bruce R. Donald, Jianyang Zeng

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Tags: Algorithms, Bioinformatics, Biology, CUDA, Java, nVidia, Package, Tesla K20

June 23, 2014 by hgpu

A Scala Prototype to Generate Multigrid Solver Implementations for Different Problems and Target Multi-Core Platforms

Harald Koestler, Christian Schmitt, Sebastian Kuckuk, Frank Hannig, Juergen Teich, Ulrich Ruede

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Tags: Algorithms, Computer science, CUDA, Differential equations, Mathematical Software, nVidia, nVidia GeForce GTX 680, Partial differential equations, PDEs

June 23, 2014 by hgpu

Coupled Vlasov and two-fluid codes on GPUs

M. Rieke, T. Trost, R. Grauer

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Tags: Computational Physics, CUDA, Maxwell's equations, nVidia, Physics, Plasma physics

June 23, 2014 by hgpu

The Power-Performance Tradeoffs of the Intel Xeon Phi on HPC Applications

Bo Li, Hung-Ching Chang, Shuaiwen Leon Song, Chun-Yi Su, Timmy Meyer, John Mooring, Kirk Cameron

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Tags: Computer science, Energy-efficient computing, Intel Xeon Phi, nVidia, Performance, Tesla C2050

June 22, 2014 by hgpu

The Fast and Wideband MoM Based on GPU and Two-Path AFS Acceleration

Lan Li, Jundong Tan, Zhuo Su, Yunliang Lon

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Tags: CUDA, Integral equations, nVidia, Signal processing, Tesla C2075

June 22, 2014 by hgpu

Solving the Caputo Fractional Reaction-Diffusion Equation on GPU

Jie Liu, Chunye Gong, Weimin Bao, Guojian Tang, Yuewen Jiang

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Tags: CUDA, Diffusion equation, Finite difference, nVidia, nVidia Quadro FX 5800, Physics

June 22, 2014 by hgpu

Real-Time Deformation of Subdivision Surfaces from Object Collisions

Henry Schafer, Benjamin Keinert, Matthias Niessner, Christoph Buchenau, Michael Guthe, Marc Stamminger

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Tags: 3D Graphics and Realism, Algorithms, Computer science, DirectX, HLSL, nVidia, nVidia GeForce GTX 780, Tessellation, Voxelization

June 22, 2014 by hgpu

Comparison of Random Number Generators in Particle Swarm Optimization Algorithm

Ke Ding, Ying Tan

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 560 Ti, Particle swarm optimization, Pseudo-random number generators

June 22, 2014 by hgpu

Acceleration of GPU-based ultrasound simulation via data compression

Andrew A. Haigh, Eric C. McCreath

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Tags: Acoustics, Compression, Computer science, CUDA, nVidia, nVidia GeForce GTX 580, Ultrasound

June 20, 2014 by hgpu

GPU based FDTD method for investigation on the electromagnetic scattering from 1-D rough soil surface

C.-G. Jia, L.-X. Guo, J. Li

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Tags: CUDA, Electrodynamics, FDTD, Finite-difference time-domain, nVidia, nVidia GeForce GTX 570, Physics

June 20, 2014 by hgpu

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

VibeCodeHPC - Multi Agentic Vibe Coding for HPC

VibeCodeHPC: An Agent-Based Iterative Prompting Auto-Tuner for HPC Code Generation Using LLMs

Compile-Time Resource Safety for GPU APIs: A Low-Overhead Typestate Framework

exa-AMD: Exascale Accelerated Materials Discovery

exa-AMD: An Exascale-Ready Framework for Accelerating the Discovery and Design of Functional Materials

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high performance computing on graphics processing units: hgpu.org

Accelerating Band Linear Algebra Operations on GPUs with Application in Model Reduction

Efficient GPU-based Training of Recurrent Neural Network Language Models Using Spliced Sentence Bunch

An efficient parallel algorithm for accelerating computational protein design

A Scala Prototype to Generate Multigrid Solver Implementations for Different Problems and Target Multi-Core Platforms

Coupled Vlasov and two-fluid codes on GPUs

The Power-Performance Tradeoffs of the Intel Xeon Phi on HPC Applications

The Fast and Wideband MoM Based on GPU and Two-Path AFS Acceleration

Solving the Caputo Fractional Reaction-Diffusion Equation on GPU

Real-Time Deformation of Subdivision Surfaces from Object Collisions

Comparison of Random Number Generators in Particle Swarm Optimization Algorithm

Acceleration of GPU-based ultrasound simulation via data compression

GPU based FDTD method for investigation on the electromagnetic scattering from 1-D rough soil surface

Recent source codes

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

VibeCodeHPC - Multi Agentic Vibe Coding for HPC

Compile-Time Resource Safety for GPU APIs: A Low-Overhead Typestate Framework

exa-AMD: Exascale Accelerated Materials Discovery

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