high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications » Mathematics

GPU implementation of a Helmholtz Krylov Solver preconditioned by a shifted Laplace multigrid method

H. Knibbe, C. W. Oosterlee, C. Vuik

Tags: CUDA, Finite difference, Mathematics, nVidia

August 8, 2011 by hgpu

Computing the Mertens function on a GPU

Eugene Kuznetsov

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Tags: Mathematics, Number Theory, nVidia, nVidia GeForce GTX 560

August 2, 2011 by hgpu

GPU-Based Heuristic Solver for Linear Sum Assignment Problems Under Real-time Constraints

Roberto Roverso, Amgad Naiem, Mohammed El-Beltagy, Sameh El-Ansary

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Tags: CUDA, Mathematical Software, Mathematics, nVidia, nVidia GeForce GTX 295, Optimization, Performance

June 29, 2011 by hgpu

A multi-platform linear algebra toolbox for finite element solvers on heterogeneous clusters

V. Heuveline, C. Subramanian, D. Lukarski, J.-P. Weiss

Tags: Finite element method, Heterogeneous systems, Linear Algebra, Mathematics, Partial differential equations, PDEs

June 14, 2011 by hgpu

Multi-thread implementations of the lattice Boltzmann method on non-uniform grids for CPUs and GPUs

M. Schonherr, K. Kucher, M. Geier, M. Stiebler, S. Freudiger, M. Krafczyk

Tags: CUDA, Lattice Boltzmann model, Mathematics, nVidia

June 7, 2011 by hgpu

Bayesian Sparsity-Path-Analysis of Genetic Association Signal using Generalized t Priors

Anthony Lee, Francois Caron, Arnaud Doucet, Chris Holmes

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Tags: CUDA, Mathematics, nVidia, nVidia GeForce 8800 GT, Statistics

June 3, 2011 by hgpu

Hierarchical fractional-step approximations and parallel kinetic Monte Carlo algorithms

Giorgos Arampatzis, Markos A. Katsoulakis, Petr Plechac, Michela Taufer, Lifan Xu

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Tags: CUDA, Mathematics, Monte Carlo simulation, Numerical Analysis, nVidia, Tesla C2050, Tesla C2070

May 25, 2011 by hgpu

A GPU acceleration for FFT-based fast solvers for the integral equation

M. A. Francavilla, E. A. Attardo, F. Vipiana, G. Vecchi

Tags: FFT, Integral equations, Mathematics

May 23, 2011 by hgpu

Solving a kind of BVP for ODEs on heterogeneous CPU + CUDA-enabled GPU systems

Przemyslaw Stpiczynski, Joanna Potiopa

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Tags: CUDA, Mathematics, nVidia, nVidia GeForce GTX 260, ODEs, Ordinary differential equations

May 17, 2011 by hgpu

Understanding the efficiency of parallel incomplete Cholesky preconditioners on the performance of ICCG solvers for multi-core and GPU systems

H. Moghnieh, D.A. Lowther

Tags: Algorithms, Conjugate gradient solver, Mathematics

May 14, 2011 by hgpu

Parallel preconditioned conjugate gradient algorithm on GPU

Rudi Helfenstein, Jonas Koko

Tags: Algorithms, Conjugate gradient solver, Mathematics, Sparse matrix

May 10, 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

Brian2 Atlas

A Unified Intermediate Representation and Execution Architecture for Heterogeneous and Distributed Neural Simulation

AgentGarten: Code Worlds for Evolving Agents

KernelLens: Automated Triton-to-C++ Compiler for Enterprise Inference Runtimes

KernelLens: Deploying Triton Kernels to C++ Inference Engines

KernelZero: Co-Evolving Proposer and Coder for Continuously Improved GPU Kernel Generation

Introduction to Computer Vision

ACT: Accelerator Compiler Toolkit

Automatically Generating ML Compiler Backends from Tensor Accelerator ISA Descriptions

pytest-gpu-proof: A Simple Pytest Extension for Local GPU Code Testing

pytest-gpu-proof: Enabling Cloud-CPU Continuous Integration for GPU Code with Local GPU Attestation

Accelerating the Mitigation of LLM Inference Nondeterminism Across GPU Architectures

AutoTuneBench: Trustworthy Measurement for Agent Auto-Tuning of LLM Serving Engines

nvsass-disassembler

Automated Instruction Encoding Synthesis for Modern GPU ISA Compression

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

GPU implementation of a Helmholtz Krylov Solver preconditioned by a shifted Laplace multigrid method

Computing the Mertens function on a GPU

GPU-Based Heuristic Solver for Linear Sum Assignment Problems Under Real-time Constraints

A multi-platform linear algebra toolbox for finite element solvers on heterogeneous clusters

Multi-thread implementations of the lattice Boltzmann method on non-uniform grids for CPUs and GPUs

Bayesian Sparsity-Path-Analysis of Genetic Association Signal using Generalized t Priors

Hierarchical fractional-step approximations and parallel kinetic Monte Carlo algorithms

A GPU acceleration for FFT-based fast solvers for the integral equation

Solving a kind of BVP for ODEs on heterogeneous CPU + CUDA-enabled GPU systems

Understanding the efficiency of parallel incomplete Cholesky preconditioners on the performance of ICCG solvers for multi-core and GPU systems

Parallel preconditioned conjugate gradient algorithm on GPU

The fast evaluation of hidden Markov models on GPU

Recent source codes

Brian2 Atlas

AgentGarten: Code Worlds for Evolving Agents

KernelLens: Automated Triton-to-C++ Compiler for Enterprise Inference Runtimes

KernelZero: Co-Evolving Proposer and Coder for Continuously Improved GPU Kernel Generation

Introduction to Computer Vision

ACT: Accelerator Compiler Toolkit

pytest-gpu-proof: A Simple Pytest Extension for Local GPU Code Testing

Accelerating the Mitigation of LLM Inference Nondeterminism Across GPU Architectures

AutoTuneBench: Trustworthy Measurement for Agent Auto-Tuning of LLM Serving Engines

nvsass-disassembler

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