high performance computing on graphics processing units: hgpu.org

Xavier Andrade, Joseba Alberdi-Rodriguez, David A. Strubbe, Micael J. T. Oliveira, Fernando Nogueira, Alberto Castro, Javier Muguerza, Agustin Arruabarrena, Steven G. Louie, Alan Aspuru-Guzik, Angel Rubio, Miguel A. L. Marques

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Tags: ATI, ATI Radeon HD 5870, Data parallelism, Density-functional theory, nVidia, nVidia GeForce GTX 480, OpenCL, Optimization, Package, Physics, Tesla M2090

May 29, 2012 by hgpu

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

Scalable Access-Pattern Aware I/O Acceleration and Multi-Tiered Data Management for HPC and AI Workloads

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

Analyzing the Performance Portability of SYCL across CPUs, GPUs, and Hybrid Systems with Protein Database Search

tdg-benchs: benchmarks used to test the performance of taskgraph

Leveraging the potential of task-based programming with OpenMP task graphs

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high performance computing on graphics processing units: hgpu.org

Applications

Accelerating an imaging spectroscopy algorithm for submerged marine environments using heterogeneous computing

X-Device Query Processing by Bitwise Distribution

GPU-accelerated simulation of colloidal suspensions with direct hydrodynamic interactions

Performance-Analysis-Based Acceleration of Image Quality Assessment

COVRA: A compression-domain output-sensitive volume rendering architecture based on a sparse representation of voxel blocks

A GPU-Based Track-Repeating Algorithm for Dose Calculation for Photon Radiotherapy

Hybrid Update Algorithms for Regular Lattice and Small-World Ising Models on Graphical Processing Units

CUDA Implementation of Parallel Algorithms for Animal Noseprint Identification

A fight for performance and accuracy of the matrix multiplication routines: CUBLAS on Nvidia Tesla versus MKL and ATLAS on Intel Nehalem

Using OpenCL to Calculate a Pressure Field

Massively Parallel Neural Encoding and Decoding of Visual Stimuli

Time-dependent density-functional theory in massively parallel computer architectures: the OCTOPUS project

Recent source codes

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

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Matrix multiplication using Tensor Cores in CUDA

CPP Joules: Energy Measurement tool for CPP/CUDA programs

HPC-Coder-v2

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

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tdg-benchs: benchmarks used to test the performance of taskgraph

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