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Towards Dense Linear Algebra for Hybrid GPU Accelerated Manycore Systems

Stanimire Tomov, Jack Dongarra, Marc Baboulin

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Tags: Computer science, CUDA, Hybrid computing, Linear Algebra, nVidia, nVidia GeForce GTX 280

November 8, 2010 by hgpu

Bayesian real-time perception algorithms on GPU

Joao Ferreira, Jorge Lobo, Jorge Dias

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 9800 GTX

November 8, 2010 by hgpu

Parallel Banding Algorithm to compute exact distance transform with the GPU

Thanh T. Cao, Ke Tang, Anis Mohamed, Tiow S. Tan

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Source codes

Tags: Computer science, CUDA, nVidia, nVidia GeForce 9600 M, nVidia GeForce 9800 GT, nVidia GeForce GTX 280, Tesla C1060, Voronoi diagram

November 8, 2010 by hgpu

COMPASS: a programmable data prefetcher using idle GPU shaders

Dong H. Woo, Hsien Hsin

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Tags: Computer science, Prefetch, Shaders

November 7, 2010 by hgpu

Parallel implementation of a spatio-temporal visual saliency model

A. Rahman, D. Houzet, D. Pellerin, S. Marat, N. Guyader

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 480

November 7, 2010 by hgpu

Real-time multi-agent path planning on arbitrary surfaces

Rafael P. Torchelsen, Luiz F. Scheidegger, Guilherme N. Oliveira, Rui Bastos, Joao L. D. Comba

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Tags: Computer science, CUDA, Games, Geodesic Distances, nVidia, nVidia GeForce GTX 260, Path problems

November 7, 2010 by hgpu

Real-time path-based surface detail

Carles Bosch, Gustavo Patow

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Tags: 3D Graphics and Realism, Cg, Computer science, nVidia, nVidia GeForce 8800 GTX, OpenGL, Raytracing, Rendering

November 7, 2010 by hgpu

Performance Analysis of General-Purpose Computation on Commodity Graphics Hardware: A Case Study Using Bioinformatics

Weiguo Liu, Bertil Schmidt, Wolfgang Muller-Wittig

Tags: Biology, Computer science, nVidia, Sequence alignment, Signal processing

November 7, 2010 by hgpu

Implementation of a High Throughput Soft MIMO Detector on GPU

Michael Wu, Yang Sun, Siddharth Gupta, Joseph Cavallaro

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Tags: Computer science, CUDA, MIMO, nVidia, Soft output detection, Tesla C1060, Wireless baseband architecture

November 7, 2010 by hgpu

GPU-based Acceleration of System-level Design Tasks

Unmesh Bordoloi, Samarjit Chakraborty

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Tags: Computer science, Design space exploration, Electronic design automation, nVidia, nVidia GeForce 8800 GTX, OpenGL, Timing analysis

November 7, 2010 by hgpu

Evolution of thread-level parallelism in desktop applications

Geoffrey Blake, Ronald G. Dreslinski, Trevor Mudge, Krisztian Flautner

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Tags: Benchmarking, Computer science, Measurement techniques, nVidia, nVidia GeForce GT 120, nVidia GeForce GTX 285, nVidia ION

November 7, 2010 by hgpu

Data-intensive document clustering on GPU clusters

Yongpeng Zhang, Frank Mueller, Xiaohui Cui, Thomas Potok

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Tags: Computer science, CUDA, Data mining, GPU cluster, nVidia

November 7, 2010 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

Towards Dense Linear Algebra for Hybrid GPU Accelerated Manycore Systems

Bayesian real-time perception algorithms on GPU

Parallel Banding Algorithm to compute exact distance transform with the GPU

COMPASS: a programmable data prefetcher using idle GPU shaders

Parallel implementation of a spatio-temporal visual saliency model

Real-time multi-agent path planning on arbitrary surfaces

Real-time path-based surface detail

Performance Analysis of General-Purpose Computation on Commodity Graphics Hardware: A Case Study Using Bioinformatics

Implementation of a High Throughput Soft MIMO Detector on GPU

GPU-based Acceleration of System-level Design Tasks

Evolution of thread-level parallelism in desktop applications

Data-intensive document clustering on GPU clusters

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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