high performance computing on graphics processing units: hgpu.org

Roberto Ammendola, Andrea Biagioni, Ottorino Frezza, Francesca Lo Cicero, Alessandro Lonardo, Pier Paolucci, Roberto Petronzio, Davide Rossetti, Andrea Salamon, Gaetano Salina, Francesco Simula, Nazario Tantalo, Laura Tosoratto, Piero Vicini

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Tags: Distributed computing, High Energy Physics - Lattice, Monte Carlo simulation, nVidia, OpenMPI, Physics, QCD

December 2, 2010 by hgpu

Hardware-accelerated 3D visualization of mass spectrometry data

J. de Corral, H. Pfister

Tags: Physics, Rendering, Spectrometry, Visualization

December 1, 2010 by hgpu

Fast multipole methods on a cluster of GPUs for the meshless simulation of turbulence

R. Yokota, T. Narumi, R. Sakamaki, S. Kameoka, S. Obi, K. Yasuoka

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Tags: CUDA, Fast multipole method, Fluid dynamics, GPU cluster, Molecular dynamics, nVidia, nVidia GeForce 8800 GT, Physics

November 28, 2010 by hgpu

Molecular structural mechanics approach to carbon nanotubes on graphics processing units

Xia Jian-ming, Wei De-min

Tags: Matrix multiplication, Molecular modeling, Physics

November 25, 2010 by hgpu

Density functional theory calculation on many-cores hybrid central processing unit-graphic processing unit architectures

Luigi Genovese, Matthieu Ospici, Thierry Deutsch, Jean F. Méhaut, Alexey Neelov, Stefan Goedecker

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Tags: Chemistry, CUDA, Density-functional theory, Molecular modeling, nVidia, Physics, Tesla S1070

November 25, 2010 by hgpu

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Accelerating a Linear Programming Algorithm on AMD GPUs

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Towards Efficient and Practical GPU Multitasking in the Era of LLM

Bandicoot: C++ library for GPU accelerated linear algebra

Bandicoot: A Templated C++ Library for GPU Linear Algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

The Fused Kernel Library: A C++ API to Develop Highly-Efficient GPU Libraries

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

Block: Balance Loader of LLM Serving with Context, Knowledge and Predictive Scheduling

Block: Balancing Load in LLM Serving with Context, Knowledge and Predictive Scheduling

SIGMo: Scalable Isomorphism Graph Matching on GPUs

SIGMo: High-Throughput Batched Subgraph Isomorphism on GPUs for Molecular Matching

DGEMM without FP64 Arithmetic - using FP64 Emulation and FP8 Tensor Cores with Ozaki Scheme

DGEMM without FP64 Arithmetic – using FP64 Emulation and FP8 Tensor Cores with Ozaki Scheme

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high performance computing on graphics processing units: hgpu.org

Parallel computing with graphics processing units for high-speed Monte Carlo simulation of photon migration

Overview of implementation of DARPA GPU program in SAIC

A Real-Time Multigrid Finite Hexahedra Method for Elasticity Simulation using CUDA

GPU-based Monte Carlo simulation in neutron transport and finite differences heat equation evaluation

Lattice QCD as a video game

Radiative Heat Transfer Simulation Using Programmable Graphics Hardware

Simulation of 1+1 dimensional surface growth and lattices gases using GPUs

APEnet+: a 3D toroidal network enabling Petaflops scale Lattice QCD simulations on commodity clusters

Hardware-accelerated 3D visualization of mass spectrometry data

Fast multipole methods on a cluster of GPUs for the meshless simulation of turbulence

Molecular structural mechanics approach to carbon nanotubes on graphics processing units

Density functional theory calculation on many-cores hybrid central processing unit-graphic processing unit architectures

Recent source codes

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Bandicoot: C++ library for GPU accelerated linear algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

Block: Balance Loader of LLM Serving with Context, Knowledge and Predictive Scheduling

SIGMo: Scalable Isomorphism Graph Matching on GPUs

DGEMM without FP64 Arithmetic - using FP64 Emulation and FP8 Tensor Cores with Ozaki Scheme

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