high performance computing on graphics processing units: hgpu.org

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The ‘Chimera’: an off-the-shelf CPU/GPGPU/FPGA hybrid computing platform

Ra Inta, David J. Bowman, Susan M. Scott

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Tags: Computer science, CUDA, FPGA, Heterogeneous systems, Hybrid computing, nVidia, Tesla C2070

January 18, 2012 by hgpu

Investigation of Parallel Computation – MPI, CUDA and Parallel Visualization

Lei Fan

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Tags: Algorithms, Computer science, CUDA, Fluid dynamics, MPI, nVidia, OpenGL, Sorting, Visualization

January 18, 2012 by hgpu

Heterogeneous Computing for Vertebra Detection and Segmentation in X-Ray Images

Fabian Lecron, Sidi Ahmed Mahmoudi, Mohammed Benjelloun, Said Mahmoudi, Pierre Manneback

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Tags: CUDA, Heterogeneous systems, Image processing, Medicine, nVidia, Tesla C1060

January 18, 2012 by hgpu

LNA: Fast Protein Classification Using A Laplacian Characterization of Tertiary Structure

Nicolas Bonnel, Pierre-Francois Marteau

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Tags: Algorithms, Benchmarking, Biology, Databases, nVidia, OpenCL, Tesla M2050

January 18, 2012 by hgpu

Evaluation and enhancement of memory efficiency targeting general-purpose computations on scalable data-parallel GPU architectures

Byunghyun Jang

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Tags: Algorithms, ATI, ATI Radeon HD 5870, Benchmarking, Computer science, Heterogeneous systems, nVidia, nVidia GeForce GTX 285, OpenCL, Optimization, Thesis

January 18, 2012 by hgpu

RNS-Based Elliptic Curve Point Multiplication for Massive Parallel Architectures

Samuel Antao, Jean-Claude Bajard, Leonel Sousa

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Tags: Algorithms, Computer science, Elliptic curves, nVidia, nVidia GeForce GTX 285, OpenCL, Security

January 18, 2012 by hgpu

CPU/GPU computing for long-wave radiation physics on large GPU clusters

Fengshun Lu, Junqiang Song, Xiaoqun Cao, Xiaoqian Zhu

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Tags: CUDA, Earth and Space Sciences, Geoscience, GPU cluster, Heterogeneous systems, MPI, nVidia, OpenMP, Tesla M2050

January 17, 2012 by hgpu

An Adaptive Step Size GPU ODE Solver for Simulating the Electric Cardiac Activity

Victor M. Garcia, A. Liberos, A.M. Climent, A. Vidal, J. Millet, A. Gonzalez

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Tags: CUDA, Differential equations, Heart, Medicine, nVidia, ODEs, Ordinary differential equations

January 17, 2012 by hgpu

GPU-based implementation of a cerebellar spiking network model for realtime robot control

Tadashi Yamazaki, Jun Igarashi

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Tags: Computer science, CUDA, Neural networks, nVidia, nVidia GeForce GTX 580

January 17, 2012 by hgpu

GPU Prefilter for Accurate Cubic B-spline Interpolation

Daniel Ruijters, Philippe Thevenaz

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Tags: Algorithms, CUDA, nVidia, nVidia GeForce 9800 GTX, Signal processing

January 17, 2012 by hgpu

Data registration module – a component of semantic simulation engine

Janusz Bedkowski

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Tags: Algorithms, Computer science, CUDA, Data Structures and Algorithms, Nearest neighbour, nVidia, nVidia GeForce GTX 580

January 17, 2012 by hgpu

Closing the Ninja Performance Gap through Traditional Programming and Compiler Technology

Changkyu Kim, Nadathur Satish, Jatin Chhugani, Hideki Saito, Rakesh Krishnaiyer, Mikhail Smelyanskiy, Milind Girkar, Pradeep Dubey

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Tags: Algorithms, Compilers, Computer science, CUDA, nVidia, Tesla C2050

January 17, 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

The ‘Chimera’: an off-the-shelf CPU/GPGPU/FPGA hybrid computing platform

Investigation of Parallel Computation – MPI, CUDA and Parallel Visualization

Heterogeneous Computing for Vertebra Detection and Segmentation in X-Ray Images

LNA: Fast Protein Classification Using A Laplacian Characterization of Tertiary Structure

Evaluation and enhancement of memory efficiency targeting general-purpose computations on scalable data-parallel GPU architectures

RNS-Based Elliptic Curve Point Multiplication for Massive Parallel Architectures

CPU/GPU computing for long-wave radiation physics on large GPU clusters

An Adaptive Step Size GPU ODE Solver for Simulating the Electric Cardiac Activity

GPU-based implementation of a cerebellar spiking network model for realtime robot control

GPU Prefilter for Accurate Cubic B-spline Interpolation

Data registration module – a component of semantic simulation engine

Closing the Ninja Performance Gap through Traditional Programming and Compiler Technology

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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