high performance computing on graphics processing units: hgpu.org

Jayanth Chennamangalam, Simon Scott, Glenn Jones, Hong Chen, John Ford, Amanda Kepley, D. R. Lorimer, Jun Nie, Richard Prestage, D. Anish Roshi, Mark Wagner, Dan Werthimer

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Tags: Astrophysics, CUDA, FFT, Instrumentation and Methods for Astrophysics, nVidia, nVidia GeForce GTX Titan, Package, Signal processing

November 5, 2014 by hgpu

Profiling of Data-Parallel Processors

Daniel Kruck, Holger Froening

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Tags: Computer science, CUDA, nVidia, Performance, Tesla K20

November 3, 2014 by hgpu

A Fast Poisson Solver with Periodic Boundary Conditions for GPU Clusters in Various Configurations

Dale Nicholas Rattermann

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Tags: CUDA, FFT, Fluid dynamics, GPU cluster, Laplace and Poisson equation, nVidia, Poisson equation, Tesla M2050, Tesla M2070, Thesis

November 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

Programming

Locality-Aware Mapping of Nested Parallel Patterns on GPUs

Accelerated Runtime Verification of LTL Specifications with Counting Semantics

Code Optimization on Kepler GPUs and Xeon Phi

Relax-Miracle: GPU Parallelization of Semi-Analytic Fourier-Domain solvers for Earthquake Modeling

Dogwild! – Distributed Hogwild for CPU & GPU

Graphics Processing Unit-Based Computer-Aided Design Algorithms for Electronic Design Automation

GPU Acceleration of k-Nearest Neighbor Search in Face Classifier based on Eigenfaces

Parallelization techniques of the x264 video encoder

Highly optimized simulations on single- and multi-GPU systems of 3D Ising spin glass

A GPU-Based Wide-Band Radio Spectrometer

Profiling of Data-Parallel Processors

A Fast Poisson Solver with Periodic Boundary Conditions for GPU Clusters in Various Configurations

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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