high performance computing on graphics processing units: hgpu.org

hgpu.org » CUDA

GPU Computing for Machine Learning Algorithms

Mauro Garofalo

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, Machine learning, nVidia, nVidia GeForce GT 540 M, Thesis

February 28, 2012 by hgpu

A GPU-based parallel algorithm for time series pattern mining

Tao Sun, Jian Sha, Lin Feng

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, Data mining, nVidia, nVidia GeForce 9800 GTX

February 28, 2012 by hgpu

CUDA-enabled LBM Flow Simulation around Three Equilateral Cylinders using GPU Computing Processor

Muhammad Shafiqul Alam, Liang Cheng

View

Download (PDF)

Tags: CUDA, Fluid dynamics, Lattice Boltzmann model, nVidia

February 27, 2012 by hgpu

An improved implementation of Preconditioned Conjugate Gradient Method on GPU

Yechen Gui, Guijuan Zhang

View

Download (PDF)

Tags: Algorithms, CUDA, Laplace and Poisson equation, nVidia, Optimization, Physics, Poisson equation, Sparse matrix

February 27, 2012 by hgpu

Cooperative Heterogeneous Computing for Parallel Processing on CPU/GPU Hybrids

Changmin Lee, Won W. Ro, Jean-Luc Gaudiot

View

Download (PDF)

Tags: Computer science, CUDA, Heterogeneous systems, nVidia, nVidia GeForce 9400 GT

February 26, 2012 by hgpu

Fast Multipole Methods and High Performance Computing

Cristopher Ratkevich Cecka

View

Download (PDF)

Source codes

Tags: CUDA, Electrodynamics, Fast multipole method, nVidia, Package, Tesla C1060, Tesla C2050, Thesis

February 26, 2012 by hgpu

Vortex particle method and parallel computing

Andrzej Kosior, Henryk Kudela

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, Laplace and Poisson equation, nVidia, nVidia GeForce GTX 480, Poisson equation

February 26, 2012 by hgpu

GPU Accelerated Molecular Surface Computing

Byungjoo Kim, Ku-Jin Kim, Joon-Kyung Seong

View

Download (PDF)

Tags: Biochemistry, Chemistry, CUDA, KD-tree, Molecular surface, nVidia, nVidia GeForce GTX 590

February 26, 2012 by hgpu

A novel sorting algorithm for many-core architectures based on adaptive bitonic sort

Hagen Peters, Ole Schulz-Hildebrandt, Norbert Luttenberger

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 280, nVidia GeForce GTX 480, nVidia GeForce GTX 580, Sorting

February 24, 2012 by hgpu

Reuse and Refactoring of GPU Kernels to Design Complex Applications

Santonu Sarkar, Sayantan Mitra, Ashok Srinivasan

View

Download (PDF)

Tags: Computer science, CUDA, FFT, Molecular dynamics, nVidia, nVidia GeForce GTX 480, Optimization, Software Engineering, Tesla S1050

February 24, 2012 by hgpu

Stargazer: Automated Regression-Based GPU Design Space Exploration

Wenhao Jia, Kelly A. Shaw, Margaret Martonosi

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, Design space exploration, nVidia, nVidia Quadro FX 5800

February 24, 2012 by hgpu

Collision Detection of Triangle Meshes using GPU

Nils Backman

View

Download (PDF)

Tags: Collision detection, Computer science, CUDA, Heterogeneous systems, nVidia, nVidia GeForce 8800 GTS, OpenCL, Thesis

February 24, 2012 by hgpu

Tutoring LLM into a Better CUDA Optimizer

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

Kernel Library for LLM Serving

Compiler and Runtime Systems for Generative AI Models

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

See all packages

* * *

high performance computing on graphics processing units: hgpu.org

GPU Computing for Machine Learning Algorithms

A GPU-based parallel algorithm for time series pattern mining

CUDA-enabled LBM Flow Simulation around Three Equilateral Cylinders using GPU Computing Processor

An improved implementation of Preconditioned Conjugate Gradient Method on GPU

Cooperative Heterogeneous Computing for Parallel Processing on CPU/GPU Hybrids

Fast Multipole Methods and High Performance Computing

Vortex particle method and parallel computing

GPU Accelerated Molecular Surface Computing

A novel sorting algorithm for many-core architectures based on adaptive bitonic sort

Reuse and Refactoring of GPU Kernels to Design Complex Applications

Stargazer: Automated Regression-Based GPU Design Space Exploration

Collision Detection of Triangle Meshes using GPU

Recent source codes

OpScanner

Atlas CLI: Machine Learning (ML) Lifecycle & Transparency Manager

transformers_tvm: Implementation of Encoder Decoder transformer on TVM

INT v.s. FP: A framework to compare low-bit integer and float-point formats

AutoDock-GPU: AutoDock for GPUs and other accelerators

NCCLX: collective communication framework

Tutoring LLM into a Better CUDA Optimizer

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

Kernel Library for LLM Serving

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

Most viewed papers (last 30 days)