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

Bayesian Neural Networks in Data-Intensive High Energy Physics Applications

Michelle Perry

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Tags: Bayesian, CUDA, High Energy Physics - Phenomenology, Neural networks, nVidia, nVidia GeForce GT 320 M, Physics, Tesla M2050

October 27, 2014 by hgpu

Dynamic Distribution Pruning for Efficient Network Architecture Search

Tinker-HP: High Performance Massively Parallel Evolution of Tinker

Raising the Performance of the Tinker-HP Molecular Modeling Package on Intel’s HPC Architectures: a Living Review [Article v1.0]

PyVisc

Classify QCD phase transition with deep learning

Bytespresso: a library for Java to C/CUDA translator based on deep reification

A Development Platform for Embedded Domain-Specific Languages

faimGraph

Breadth-First Search using Dynamic Parallelism on the GPU

Vulkan Multi-GPU application

Multi-GPU Rendering with Vulkan API

Benchmarking Analysis of Vision Kernels on Embedded CPU, GPU and FPGA

Comparing Energy Efficiency of CPU, GPU and FPGA Implementations for Vision Kernels

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high performance computing on graphics processing units: hgpu.org

Applications

Anisotropic interfacial tension, contact angles, and line tensions: A graphics-processing-unit-based Monte Carlo study of the Ising model

Ageing at the Spin-Glass/Ferromagnet Transition: Monte Carlo Simulation using GPUs

CL2QCD – Lattice QCD based on OpenCL

Using Graphics Processing Units to solve the classical N-body problem in physics and astrophysics

Conjugate gradient solvers on Intel Xeon Phi and NVIDIA GPUs

Parallel Neutrino Triggers using GPUs for an underwater telescope

The Q Continuum Simulation: Harnessing the Power of GPU Accelerated Supercomputers

Semi-Analytic Solutions to the Radiative Transfer Equations via Hetergeneous Computing

Grace: a Cross-platform Micromagnetic Simulator On Graphics Processing Units

Code Optimization on Kepler GPUs and Xeon Phi

A GPU-Based Wide-Band Radio Spectrometer

Bayesian Neural Networks in Data-Intensive High Energy Physics Applications

Recent source codes

PSST: A Tutorial for Parallelised Scalable Simulations in TensorFlow

MUSE: Miami University Simulation Environment

Pressure Point Analysis framework

Dynamic Distribution Pruning for Efficient Network Architecture Search

Tinker-HP: High Performance Massively Parallel Evolution of Tinker

PyVisc

Bytespresso: a library for Java to C/CUDA translator based on deep reification

faimGraph

Vulkan Multi-GPU application

Benchmarking Analysis of Vision Kernels on Embedded CPU, GPU and FPGA

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Featured events

7th International Workshop on OpenCL, 2019

Distributed Heterogeneous Programming in C/C++ (DHPCC++), 2019

3rd International Workshop on Theoretical Approaches to Performance Evaluation, Modeling and Simulation (TAPEMS), 2019

International Conference on Frontiers of Neural Networks (ICFNN), 2019

International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML), 2019