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Parallel Support Vector Machines in Practice

Stephen Tyree, Jacob R. Gardner, Kilian Q. Weinberger, Kunal Agrawal, John Tran

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Tags: Algorithms, Benchmarking, Computer science, CUDA, Linear Algebra, Machine learning, nVidia, Package, Tesla C2075

April 6, 2014 by hgpu

CUDA programs for GPU computing of Swendsen-Wang multi-cluster spin flip algorithm: 2D and 3D Ising, Potts, and XY models

Yukihiro Komura, Yutaka Okabe

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Tags: Algorithms, Computational Physics, CUDA, Ising model, nVidia, nVidia GeForce GTX 580, Phase transition, Physics, Statistical Mechanics

April 4, 2014 by hgpu

An efficient GPU acceptance-rejection algorithm for the selection of the next reaction to occur for Stochastic Simulation Algorithms

Neri Mickael, Denis Mestivier

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Tags: Algorithms, Biology, Computer science, CUDA, nVidia, Optimization, Stochastic simulation, Tesla K10, Tesla K20, Tesla M2075, Tesla M2090

April 4, 2014 by hgpu

Irradiation Instability at the Inner Edges of Accretion Disks

Jeffrey Fung, Pawel Artymowicz

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Tags: Astrophysics, CUDA, Earth and Planetary Astrophysics, hydrodynamics, nVidia, nVidia GeForce GTX Titan

April 4, 2014 by hgpu

Anomalous metastability in a temperature-driven transition

Miguel Ibanez Berganza, Pietro Coletti, Alberto Petri

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Tags: Algorithms, Condensed matter, CUDA, Ising model, nVidia, Phase transition, Physics, Statistical Mechanics, Tesla K20

April 4, 2014 by hgpu

Petascale computations for Large-scale Atomic and Molecular collisions

Brendan M McLaughlin, Connor P Ballance

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Tags: BLAS, Computational Physics, Computer science, CUDA, Fortran, Molecular simulation, MPI, nVidia, Tesla K20

April 4, 2014 by hgpu

Experiments with Massively Parallel Matrix Multiplication

T. W. O’Neil

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Tags: Algorithms, CUDA, Linear Algebra, Mathematics, nVidia, nVidia Tesla C2070

April 3, 2014 by hgpu

Multicore and GPU Algorithms for Nussinov RNA Folding

J. Li, S. Ranka, S. Sahni

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Tags: Biology, CUDA, nVidia, nVidia Tesla C2050, RNA

April 3, 2014 by hgpu

Pairwise Sequence Alignment for Very Long Sequences on GPUs

J. Li, S. Ranka, S. Sahni

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Tags: CUDA, Genetics, nVidia, nVidia Tesla C2050, Sequence alignment, Smith-Waterman algorithm

April 2, 2014 by hgpu

Acceleration of Diagrammatic Determinantal Quantum Monte Carlo Calculations using GPUs

M. Schmitt, I. Bethune, P. Haase, T. Pruschke

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Tags: CUDA, Monte Carlo simulation, nVidia, nVidia Tesla C2050, Physics, Quantum Physics

April 2, 2014 by hgpu

A Novel Open Source Morphology Using GPU Processing With LTU-CUDA

G. Jagannathan, R. Subash, K. Senthil Raja

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Tags: CUDA, Image processing, nVidia, nVidia GeForce GTX 480

April 2, 2014 by hgpu

GPU Based Performance Acceleration of Radar Imaging Algorithms

V. Jithesh, K.P. Jacob

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Tags: Algorithms, CUDA, Electrodynamics, nVidia, nVidia GeForce GT 610, OpenCL

April 1, 2014 by hgpu

tritonBLAS: A Lightweight Triton-based General Matrix Multiplication (GEMM) Library

tritonBLAS: Triton-based Analytical Approach for GEMM Kernel Parameter Selection

hls4ml: Machine learning on FPGAs using HLS

hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware

ThunderKittens: Tile primitives for speedy kernels

ParallelKittens: Systematic and Practical Simplification of Multi-GPU AI Kernels

NVIDIA Nemotron Parse 1.1

Iris: AMD RAD's multi-GPU Triton-based framework for seamless multi-GPU programming

Iris: First-Class Multi-GPU Programming Experience in Triton

HipKittens: Fast and Furious AMD Kernels

CudaForge: An Agent Framework with Hardware Feedback for CUDA Kernel Optimization

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high performance computing on graphics processing units: hgpu.org

Applications

Parallel Support Vector Machines in Practice

CUDA programs for GPU computing of Swendsen-Wang multi-cluster spin flip algorithm: 2D and 3D Ising, Potts, and XY models

An efficient GPU acceptance-rejection algorithm for the selection of the next reaction to occur for Stochastic Simulation Algorithms

Irradiation Instability at the Inner Edges of Accretion Disks

Anomalous metastability in a temperature-driven transition

Petascale computations for Large-scale Atomic and Molecular collisions

Experiments with Massively Parallel Matrix Multiplication

Multicore and GPU Algorithms for Nussinov RNA Folding

Pairwise Sequence Alignment for Very Long Sequences on GPUs

Acceleration of Diagrammatic Determinantal Quantum Monte Carlo Calculations using GPUs

A Novel Open Source Morphology Using GPU Processing With LTU-CUDA

GPU Based Performance Acceleration of Radar Imaging Algorithms

Recent source codes

tritonBLAS: A Lightweight Triton-based General Matrix Multiplication (GEMM) Library

hls4ml: Machine learning on FPGAs using HLS

ThunderKittens: Tile primitives for speedy kernels

NVIDIA Nemotron Parse 1.1

Iris: AMD RAD's multi-GPU Triton-based framework for seamless multi-GPU programming

HipKittens: Fast and Furious AMD Kernels

Fortran xDSL dialects

mt4g: Memory Topology 4 GPUs

Falcon: GPU-Based Floating-point Adaptive Lossless Compression

CudaForge: An Agent Framework with Hardware Feedback for CUDA Kernel Optimization

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