high performance computing on graphics processing units: hgpu.org

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Compiler-Level Explicit Cache for a GPGPU Programming Framework

Tomoharu Kamiya, Takanori Maruyama, Kazuhiko Ohno, Masaki Matsumoto

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Tags: Compilers, Computer science, CUDA, nVidia, nVidia GeForce GTX 680, nVidia GeForce GTX Titan, Tesla C2050, Tesla K20

December 12, 2014 by hgpu

Strong scaling of general-purpose molecular dynamics simulations on GPUs

Jens Glaser, Trung Dac Nguyen, Joshua A. Anderson, Pak Lui, Filippo Spiga, Jaime A. Millan, David C. Morse, Sharon C. Glotzer

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Tags: Computational Physics, CUDA, Molecular dynamics, MPI, nVidia, Physics, Tesla K20

December 12, 2014 by hgpu

Theano-based Large-Scale Visual Recognition with Multiple GPUs

Weiguang Ding, Ruoyan Wang, Fei Mao, Graham Taylor

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Tags: Computer science, CUDA, Data parallelism, Machine learning, Neural networks, nVidia, nVidia GeForce GTX Titan, Package, Python

December 9, 2014 by hgpu

Massively Parallel A* Search on a GPU

Yichao Zhou, Jianyang Zeng

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Tags: Algorithms, Artificial intelligence, Computer science, CUDA, nVidia, Tesla K20

December 7, 2014 by hgpu

Big Integer Multiplication with CUDA FFT (cuFFT) Library

Hovhannes Bantikyan

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Tags: Computer science, CUDA, FFT, nVidia, nVidia GeForce GT 630

December 7, 2014 by hgpu

Rendering Volumetric Haptic Shapes in Mid-Air using Ultrasound

Benjamin Long, Sue Ann Seah, Tom Carter, Sriram Subramanian

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Tags: Algorithms, Computer science, nVidia, nVidia GeForce GTX 780 Ti, OpenCL, Rendering, Ultrasound

December 7, 2014 by hgpu

Parallel GPU Processing for Fast Radio Signal Propagation Computation in GRASS-RaPlaT

Igor Ozimek, Andrej Hrovat, Andrej Vilhar, Tomaz Javornik

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Tags: nVidia, nVidia GeForce GTX 580, OpenCL, Physics, Signal processing

December 7, 2014 by hgpu

CUBPT: Lock-free bulk insertions to B+ tree on GPU architecture

Yulong Huang, Benyue Su, Jianqing Xi

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Tags: Algorithms, Computer science, CUDA, Databases, nVidia, nVidia GeForce GTX 570

December 5, 2014 by hgpu

Software Polarization Spectrometer "PolariS"

Izumi Mizuno, Seiji Kameno, Amane Kano, Makoto Kuroo, Fumitaka Nakamura, Noriyuki Kawaguchi, Katsunori M. Shibata, Seisuke Kuji, Nario Kuno

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Tags: Astrophysics, CUDA, FFT, Instrumentation and Methods for Astrophysics, nVidia, nVidia GeForce GT 640, Package

December 5, 2014 by hgpu

IPMACC: Open Source OpenACC to CUDA/OpenCL Translator

Ahmad Lashgar, Alireza Majidi, Amirali Baniasadi

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Tags: Computer science, CUDA, nVidia, OpenACC, OpenCL, Programming Languages, Tesla K20

December 5, 2014 by hgpu

Implementation of k-Means Clustering Algorithm in CUDA

Hanu Hooda, Rainu Nanda

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Tags: Algorithms, Clustering, Computer science, CUDA, Data mining, nVidia, nVidia GeForce 8800 GTX

December 3, 2014 by hgpu

Numerical cosmology on the GPU with Enzo and Ramses

Claudio Gheller, Peng Wang, Franco Vazza, Romain Teyssier

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Tags: Astrophysics, Cosmology, CUDA, Instrumentation and Methods for Astrophysics, nVidia, OpenACC, Tesla K20

December 3, 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

Compiler-Level Explicit Cache for a GPGPU Programming Framework

Strong scaling of general-purpose molecular dynamics simulations on GPUs

Theano-based Large-Scale Visual Recognition with Multiple GPUs

Massively Parallel A* Search on a GPU

Big Integer Multiplication with CUDA FFT (cuFFT) Library

Rendering Volumetric Haptic Shapes in Mid-Air using Ultrasound

Parallel GPU Processing for Fast Radio Signal Propagation Computation in GRASS-RaPlaT

CUBPT: Lock-free bulk insertions to B+ tree on GPU architecture

Software Polarization Spectrometer "PolariS"

IPMACC: Open Source OpenACC to CUDA/OpenCL Translator

Implementation of k-Means Clustering Algorithm in CUDA

Numerical cosmology on the GPU with Enzo and Ramses

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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