high performance computing on graphics processing units: hgpu.org

David R. Glowacki, Michael O'Connor, Gaetano Calabró, James Price, Philip Tew, Thomas Mitchell, Joseph Hyde, David P. Tew, David J. Coughtrie and Simon McIntosh-Smith

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Tags: GPU, Molecular dynamics, OpenCL, Visualization

June 12, 2014 by simonmcs

Parallel Prefix Scan with Compute Unified Device Architecture (CUDA)

B. Muni Lavanya

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Tags: Algorithms, Computer science, CUDA, nVidia, Sorting

June 11, 2014 by hgpu

Intersecting two families of sets on the GPU

Marta Fort, J. Antoni Sellares, Nacho Valladares

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 480

June 11, 2014 by hgpu

GPU Implementation of Gaussian Processes

Ying Deng, Edward Khon, Yuanruo Liang, Terence Lim, Jun Wei Ng, Lixiaonan Yin

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Tags: Computer science, CUDA, Machine learning, nVidia, nVidia GeForce GTX 570

June 11, 2014 by hgpu

Enabling High Performance Computing in Cloud Infrastructure using rCUDA

Yousuf Sait I, Vijayalakshmi R

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Tags: Cloud, Computer science, CUDA, nVidia, Tesla C2075, Tesla K20, Virtualization

June 11, 2014 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

Programming

GPU-accelerated Computation for Statistical Analysis of the Next-Generation Sequencing Data

Performance Improvement of Data Mining in Weka through GPU Acceleration

Multi-threaded Kernel Offloading to GPGPU Using Hyper-Q on Kepler Architecture

A Fast Batched Cholesky Factorization on a GPU

Optimization Techniques on GPU: A Survey

A GPU-accelerated immersive audio-visual framework for interaction with molecular dynamics using consumer depth sensors

Parallel Prefix Scan with Compute Unified Device Architecture (CUDA)

Intersecting two families of sets on the GPU

GPU Implementation of Gaussian Processes

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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