high performance computing on graphics processing units: hgpu.org

Programming

Non-local means denoising algorithm accelerated by GPU

K. Huang, D. Zhang, K. Wang

November 21, 2010 by hgpu

A novel multiple-walk parallel algorithm for the Barnes-Hut treecode on GPUs – towards cost effective, high performance N-body simulation

Tsuyoshi Hamada, Keigo Nitadori, Khaled Benkrid, Yousuke Ohno, Gentaro Morimoto, Tomonari Masada, Yuichiro Shibata, Kiyoshi Oguri, Makoto Taiji

Tags: Algorithms, Computer science, CUDA, GPU cluster, N-body simulation, nVidia, nVidia GeForce 8800 GTS

November 20, 2010 by hgpu

Efficient evaluation methods of elementary functions suitable for SIMD computation

Naoki Shibata

Tags: Algorithms, Computer science, Elementary functions

November 20, 2010 by hgpu

Perceptual enhancement of two-level volume rendering

Andrew Corcoran, Niall Redmond, John Dingliana

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Tags: Algorithms, Computer science, Medicine, Rendering, Visualization

November 20, 2010 by hgpu

An instruction-systolic programmable shader architecture for multi-threaded 3D graphics processing

Jung-Wook Park, Hoon-Mo Yang, Gi-Ho Park, Shin-Dug Kim, Charles C. Weems

Tags: Algorithms, Computer science, Hardware, Optimization

November 20, 2010 by hgpu

Fast sort on CPUs and GPUs: a case for bandwidth oblivious SIMD sort

Nadathur Satish, Changkyu Kim, Jatin Chhugani, Anthony D. Nguyen, Victor W. Lee, Daehyun Kim, Pradeep Dubey

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Tags: Algorithms, Computer science, Databases, Sorting

November 20, 2010 by hgpu

Parallel option pricing with Fourier space time-stepping method on graphics processing units

Vladimir Surkov

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Tags: Algorithms, FFT, Finance

November 19, 2010 by hgpu

Evaluation of parallel particle swarm optimization algorithms within the CUDA architecture

Luca Mussi, Fabio Daolio, Stefano Cagnoni

Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce 8800 GT

November 19, 2010 by hgpu

Feature-preserving triangular geometry images for level-of-detail representation of static and skinned meshes

Wei W. Feng, Byung U. Kim, Yizhou Yu, Liang Peng, John Hart

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, nVidia, nVidia GeForce 8800 GTS, Rendering

November 18, 2010 by hgpu

An adaptive Expectation-Maximization algorithm with GPU implementation for electron cryomicroscopy

Hemant D. Tagare, Andrew Barthel, Fred J. Sigworth

Tags: Algorithms, Biology, Cryo-EM, CUDA, Image reconstruction, nVidia

November 18, 2010 by hgpu

FAST: fast architecture sensitive tree search on modern CPUs and GPUs

Changkyu Kim, Jatin Chhugani, Nadathur Satish, Eric Sedlar, Anthony D. Nguyen, Tim Kaldewey, Victor W. Lee, Scott A. Brandt, Pradeep Dubey

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Tags: Algorithms, Computer science, Databases, nVidia, nVidia GeForce GTX 280, Performance

November 17, 2010 by hgpu

Developing and Deploying Advanced Algorithms to Novel Supercomputing Hardware

Robert J. Brunner, Volodymyr V. Kindratenko, Adam D. Myers

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Tags: Algorithms, Astrophysics, Computer science, FPGA, Review

November 13, 2010 by hgpu

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A Container-Based Workflow for Distributed Training of Deep Learning Algorithms in HPC Clusters

ARMCL-PipeALL: an integrated high-throughput CPU-GPU CNN inference pipeline design for ARM-based Heterogeneous MPSoCs

CPU-GPU Layer-Switched Low Latency CNN Inference

EngineCL for Stratix10 MX

FPGA Accelerators on Heterogeneous Systems: An Approach Using High Level Synthesis

Theseus: A Library for Differentiable Nonlinear Optimization

* * *

high performance computing on graphics processing units: hgpu.org

Programming

Non-local means denoising algorithm accelerated by GPU

A novel multiple-walk parallel algorithm for the Barnes-Hut treecode on GPUs – towards cost effective, high performance N-body simulation

Efficient evaluation methods of elementary functions suitable for SIMD computation

Perceptual enhancement of two-level volume rendering

An instruction-systolic programmable shader architecture for multi-threaded 3D graphics processing

Fast sort on CPUs and GPUs: a case for bandwidth oblivious SIMD sort

Parallel option pricing with Fourier space time-stepping method on graphics processing units

Evaluation of parallel particle swarm optimization algorithms within the CUDA architecture

Feature-preserving triangular geometry images for level-of-detail representation of static and skinned meshes

An adaptive Expectation-Maximization algorithm with GPU implementation for electron cryomicroscopy

FAST: fast architecture sensitive tree search on modern CPUs and GPUs

Developing and Deploying Advanced Algorithms to Novel Supercomputing Hardware

Recent source codes

A Container-Based Workflow for Distributed Training of Deep Learning Algorithms in HPC Clusters

ARMCL-PipeALL: an integrated high-throughput CPU-GPU CNN inference pipeline design for ARM-based Heterogeneous MPSoCs

EngineCL for Stratix10 MX

Theseus: A Library for Differentiable Nonlinear Optimization

OmpCluster

PipeCNN: An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

hls4ml: Machine learning on FPGAs using HLS

MocCUDA: Prototype to run Pytorch/CUDA on Fugaku

Rodinia Benchmarks for DPC++

DCA++: a state of the art implementation of the dynamical cluster approximation

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