high performance computing on graphics processing units: hgpu.org

Ryoichi Yamakoshi, Kousuke Hirasawa, Haruhisa Okuda, Hiroshi Kage, Kazuhiko Sumi, Hidenobu Sakamoto, Yuri Ivanov, Toshihiro Yanou, Daisaku Suga, Masao Murakami

Tags: Computed tomography, CT, Medicine, Radiotherapy, SIFT, Tomography

April 14, 2011 by hgpu

OpenCL/OpenGL aproach for studying active Brownian motion

Michal A. Zabicki

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Tags: Biological Physics, Computational Physics, nVidia, nVidia GeForce 9400 M, nVidia GeForce 9800 GT, OpenCL, OpenGL, Physics

April 14, 2011 by hgpu

Hardware-Efficient Belief Propagation

Chia-Kai Liang, Chao-Chung Cheng, Yen-Chieh Lai, Liang-Gee Chen, Homer H. Chen

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Tags: Algorithms, Computer vision, CUDA, Image processing, nVidia, nVidia GeForce 8800 GTS

April 13, 2011 by hgpu

Speeding up K-Means Algorithm by GPUs

You Li, Kaiyong Zhao, Xiaowen Chu, Jiming Liu

Tags: Algorithms, Computer science, Matrix multiplication, Optimization

April 13, 2011 by hgpu

Accelerate Cache Simulation with Generic GPU

Wan Han, Gao Xiaopeng, Wang Zhiqiang

Tags: Algorithms, Computer science, CUDA, Memory, nVidia

April 13, 2011 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

Count Sort for GPU Computing

GPU-based high-speed and high-precision visual tracking

A high-performance fault-tolerant software framework for memory on commodity GPUs

GPU acceleration of method of moments matrix assembly using Rao-Wilton-Glisson basis functions

Accelerating spatial clustering detection of epidemic disease with graphics processing unit

Scaleable Sparse Matrix-Vector Multiplication with Functional Memory and GPUs

Efficient design and implementation of visual computing algorithms on the GPU

Implicit Feature-Based Alignment System for Radiotherapy

OpenCL/OpenGL aproach for studying active Brownian motion

Hardware-Efficient Belief Propagation

Speeding up K-Means Algorithm by GPUs

Accelerate Cache Simulation with Generic 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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