high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

Parallel Data List Processing on Multicore-GPU Platforms

Carlos Alberto Martinez-Angeles, Jorge Buenabad-Chavez, Miguel Alfonso Castro-Garcia, Jose Luis Quiroz-Fabian

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Tags: Computer science, CUDA, Memory, nVidia, nVidia GeForce GTX 460, Performance

August 30, 2012 by hgpu

GPUVerify: A Verifier for GPU Kernels

Adam Betts, Nathan Chong, Alastair F. Donaldson, Shaz Qadeer, Paul Thomson

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Tags: ARM, ATI, ATI Radeon HD 7970, Code generation, Computer science, CUDA, nVidia, OpenCL, Package, Performance, Tesla C2050

August 28, 2012 by hgpu

Intelligent Edge Detection using a CUDA Simulator of Multilayer Neural Network Based on Multi-Valued Neurons

Jeff Wilson, Igor Aizenberg

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Tags: CUDA, Edge detection, Image processing, Neural networks, nVidia, nVidia GeForce GTX 450, nVidia GeForce GTX 550 Ti

August 28, 2012 by hgpu

Performance Comparison Between Cg-based and CUDA-based Matrix Multiplications

Luke West, Jong Kwan Lee

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Tags: Cg, Computer science, CUDA, Matrix multiplication, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 480, Performance

August 28, 2012 by hgpu

Optimization Techniques for CUDA Application

Tushar Athawale, Xie Xu

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Tags: Computer science, CUDA, Matrix multiplication, nVidia, Optimization, Performance

August 28, 2012 by hgpu

A Research of MapReduce with GPU Acceleration

Miao Xin, Hao Li, Joan Lu

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Tags: ATI, ATI Radeon HD 5450, Computer science, Distributed computing, Heterogeneous systems, MapReduce, OpenCL

August 28, 2012 by hgpu

A Unified Optimizing Compiler Framework for Different GPGPU Architectures

Yi Yang, Ping Xiang, Jingfei Kong, Mike Mantor, Huiyang Zhou

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Tags: ATI, ATI Radeon HD 5870, Compilers, Computer science, CUBLAS, CUDA, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 480, OpenCL, Optimization, Package, Programming Languages

August 27, 2012 by hgpu

Low-Latency Elliptic Curve Scalar Multiplication

Joppe W. Bos

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Tags: Algorithms, Computer science, CUDA, Elliptic curves, nVidia, nVidia GeForce GTX 295, nVidia GeForce GTX 465, nVidia GeForce GTX 480, nVidia GeForce GTX 580, Security

August 27, 2012 by hgpu

An Implementation of Coincidence Algorithm on Graphic Processing Units

Thitipan Tongsiri, Prabhas Chongstitvatana

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Tags: Algorithms, Computer science, CUDA, Genetic programming, nVidia, nVidia GeForce GTX 280

August 27, 2012 by hgpu

Perceptually Optimized Real-Time Computer Graphics

Jeffrey Smith

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Tags: ATI, ATI Radeon HD 7970, Collision detection, Computer science, OpenCL, Optimization, Raytracing, Thesis

August 27, 2012 by hgpu

A Novel Approach to Visualizing Dark Matter Simulations

Ralf Kaehler, Oliver Hahn, Tom Abel

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Tags: Astrophysics, Gravitation, Instrumentation and Methods for Astrophysics, N-body simulation, nVidia, nVidia Quadro FX 6000, OpenGL, Rendering, Tessellation, Visualization

August 27, 2012 by hgpu

GPU Accelerated Nonlinear Optimization in Radio Interferometric Calibration

Sarod Yatawatta, Sanaz Kazemi, Saleem Zaroubi

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Tags: Algorithms, Astrophysics, CUBLAS, CUDA, Linear Algebra, Nonlinear optimization, nVidia, Optimization, Tesla M1060

August 26, 2012 by hgpu

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

Profile Util library: A quick and easy way to get MPI, OpenMP and GPU runtime information

MaC: Mamba CPU performance predictor

MambaCPU: Enhanced Correlation Mining with State Space Models for CPU Performance Prediction

Mixed-precision finite element kernels

Mixed-precision finite element kernels and assembly: Rounding error analysis and hardware acceleration

SHMT: The Simultaneous and Heterogenous Multithreading project

General-Purpose Computing on Tensor Processors

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

Online Energy Optimization in GPUs: A Multi-Armed Bandit Approach

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high performance computing on graphics processing units: hgpu.org

Applications

Parallel Data List Processing on Multicore-GPU Platforms

GPUVerify: A Verifier for GPU Kernels

Intelligent Edge Detection using a CUDA Simulator of Multilayer Neural Network Based on Multi-Valued Neurons

Performance Comparison Between Cg-based and CUDA-based Matrix Multiplications

Optimization Techniques for CUDA Application

A Research of MapReduce with GPU Acceleration

A Unified Optimizing Compiler Framework for Different GPGPU Architectures

Low-Latency Elliptic Curve Scalar Multiplication

An Implementation of Coincidence Algorithm on Graphic Processing Units

Perceptually Optimized Real-Time Computer Graphics

A Novel Approach to Visualizing Dark Matter Simulations

GPU Accelerated Nonlinear Optimization in Radio Interferometric Calibration

Recent source codes

Kokkidio: Kokkos+Eigen - write fast, readable multi-platform code

LLaMA-Inference-Bench

MATAR

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

MaC: Mamba CPU performance predictor

Mixed-precision finite element kernels

SHMT: The Simultaneous and Heterogenous Multithreading project

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

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