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Supporting Preemptive Task Executions and Memory Copies in GPGPUs

Can Basaran, Kyoung-Don Kang

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 460, Performance, Task scheduling

August 21, 2012 by hgpu

Streamed Watershed Transform on GPU for Processing of Large Volume Data

Michal Hucko, Milos Sramek

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Tags: Algorithms, Image processing, nVidia, nVidia GeForce GTX 460, OpenCL

August 21, 2012 by hgpu

Fixing Performance Bugs: An Empirical Study of Open-Source GPGPU Programs

Yi Yang, Ping Xiang, Mike Mantor, Huiyang Zhou

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Tags: ATI, ATI Radeon HD 5870, Compilers, Computer science, CUDA, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 480, OpenCL, Performance

August 21, 2012 by hgpu

Shared Memory Multiplexing: A Novel Way to Improve GPGPU Throughput

Yi Yang, Ping Xiang, Mike Mantor, Norm Rubin, Huiyang Zhou

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Tags: Computer science, CUDA, Memory model, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 480, Performance

August 21, 2012 by hgpu

GPU-Accelerated Light Stemmer for the Arabic Language

Nermine N. Sophoclis, M. Abdeen, El-Sayed M. El-Horbaty

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Tags: Algorithms, Computer science, Information Retrieval, nVidia, nVidia GeForce GT 310 M, OpenCL

August 21, 2012 by hgpu

Cosmological Calculations on the GPU

Deborah Bard, Matthew Bellis, Mark T. Allen, Hasmik Yepremyan, Jan M. Kratochvil

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Tags: Astrophysics, Cosmology and Extragalactic Astrophysics, CUDA, Instrumentation and Methods for Astrophysics, nVidia, Package, Tesla M2070

August 20, 2012 by hgpu

High performance transcription factor-DNA docking with GPU computing

Jiadong Wu, Bo Hong, Takako Takeda, Jun-tao Guo

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Tags: Algorithms, Benchmarking, Bioinformatics, Biology, CUDA, Genetics, GPU cluster, nVidia, Tesla M2070

August 20, 2012 by hgpu

GPU Implementation of an Automatic Target Detection and Classification Algorithm for Hyperspectral Image Analysis

Sergio Bernabe, Sebastian Lopez, Antonio Plaza, Roberto Sarmiento

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 580, Tesla C1060

August 20, 2012 by hgpu

Light Propagation Maps on Parallel Graphics Architectures

A. Gruson, A. Hakke Patil, R. Cozot, K. Bouatouch, S. Pattanaik

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Tags: 3D Graphics and Realism, Computer science, CUDA, Image generation, nVidia, nVidia GeForce GTX 560 M, nVidia GeForce GTX 580

August 20, 2012 by hgpu

A GPU-accelerated Branch-and-Bound Algorithm for the Flow-Shop Scheduling Problem

Melab Nouredine, Imen Chakroun, Mezmaz Mohand, Daniel Tuyttens

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Tags: Algorithms, Computer science, CUDA, nVidia, Optimization, Tesla C2050

August 20, 2012 by hgpu

An OpenCL Method of Parallel Sorting Algorithms for GPU Architecture

Krishnahari Thouti, S. R. Sathe

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Tags: Algorithms, Computer science, nVidia, nVidia Quadro FX 3800, OpenCL, Sorting

August 18, 2012 by hgpu

Generating textures on Surfaces with Reaction-Diffusion systems in the GPU

Leonardo Carvalho, Maria Andrade, Luiz Velho

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Tags: 3D Graphics and Realism, Computer science, GLSL, nVidia, nVidia GeForce GTX 470, OpenGL

August 18, 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

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Supporting Preemptive Task Executions and Memory Copies in GPGPUs

Streamed Watershed Transform on GPU for Processing of Large Volume Data

Fixing Performance Bugs: An Empirical Study of Open-Source GPGPU Programs

Shared Memory Multiplexing: A Novel Way to Improve GPGPU Throughput

GPU-Accelerated Light Stemmer for the Arabic Language

Cosmological Calculations on the GPU

High performance transcription factor-DNA docking with GPU computing

GPU Implementation of an Automatic Target Detection and Classification Algorithm for Hyperspectral Image Analysis

Light Propagation Maps on Parallel Graphics Architectures

A GPU-accelerated Branch-and-Bound Algorithm for the Flow-Shop Scheduling Problem

An OpenCL Method of Parallel Sorting Algorithms for GPU Architecture

Generating textures on Surfaces with Reaction-Diffusion systems in the GPU

Recent source codes

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

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

HPX: a C++ Standard Library for Concurrency and Parallelism

TorchQC: Quantum Dynamics and Machine Learning

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

SW#SYCL

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

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