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Statistical power modeling of GPU kernels using performance counters

Hitoshi Nagasaka, Naoya Maruyama, Akira Nukada, Toshio Endo, Satoshi Matsuoka

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Tags: Computer science, CUDA, Energy-efficient computing, nVidia, nVidia GeForce GTX 285

May 3, 2011 by hgpu

GPU-based elastic-object deformation for enhancement of existing haptic applications

Cristian J. Luciano, P. Pat Banerjee, Silvio H. R. Rizzi

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Tags: Algorithms, Computed tomography, CT, Image processing, Magnetic resonance imaging, MRI, nVidia, nVidia Quadro FX 3400, OpenGL, Virtual reality

May 3, 2011 by hgpu

A Framework of Large-Scale Terrain Visualization Based on GPU

Bo Li, Zhongyi Li, Cheng Wang

Tags: Computer science, Rendering, Visualization

May 3, 2011 by hgpu

Realtime Simulation of Burning Solids on GPU with CUDA

Jian Zhu, Youquan Liu, Kai Bao, Yuanzhang Chang, Enhua Wu

Tags: CUDA, Fluid dynamics, Navier-Stokes equations, NSEs, nVidia

May 3, 2011 by hgpu

GPU-CPU multi-core for real-time signal processing

Saraju P. Mohanty

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Tags: nVidia, nVidia GeForce FX 5200, OpenGL, Rendering, Signal processing

May 3, 2011 by hgpu

Real-time Medical Image Volume Rendering Based on GPU Accelerated Method

Zhang Fan, Xie Mei

Tags: Image processing, Medicine, Rendering

May 3, 2011 by hgpu

Acceleration of large-scale FDTD simulations on high performance GPU clusters

C. Ong, M. Weldon, D. Cyca, M. Okoniewski

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Tags: Electrodynamics, FDTD, Finite-difference time-domain, GPU cluster, nVidia, Tesla S870

May 3, 2011 by hgpu

Exploiting GPU On-chip Shared Memory for Accelerating Schedulability Analysis

Swaroop Nunna, Unmesh D. Bordoloi, Samarjit Chakraborty, Petru Eles, Zebo Peng

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Tags: Computer science, CUDA, Memory, nVidia, nVidia GeForce 8800 GTX

May 3, 2011 by hgpu

GPU based acceleration architecture for image enhancement in spatial domain

Li Zhonghua, Zhou Fugen, Bai Xiangzhi

Tags: Algorithms, CUDA, Image processing, nVidia

May 3, 2011 by hgpu

Implementation of a 3GPP LTE turbo decoder accelerator on GPU

M. Wu, Yang Sun, J.R. Cavallaro

Tags: Algorithms, Signal processing

May 1, 2011 by hgpu

Sparse Matrix Formats Evaluation and Optimization on a GPU

Maxime R. Hugues, Serge G. Petiton

Tags: Computer science, Linear Algebra, Sparse matrix

May 1, 2011 by hgpu

A local diffusion wavelet approach for scattered data registration based on GPU

Wu Weiyong, Wang Yinghui

Tags: Algorithms, Image processing, Wavelet

May 1, 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

Statistical power modeling of GPU kernels using performance counters

GPU-based elastic-object deformation for enhancement of existing haptic applications

A Framework of Large-Scale Terrain Visualization Based on GPU

Realtime Simulation of Burning Solids on GPU with CUDA

GPU-CPU multi-core for real-time signal processing

Real-time Medical Image Volume Rendering Based on GPU Accelerated Method

Acceleration of large-scale FDTD simulations on high performance GPU clusters

Exploiting GPU On-chip Shared Memory for Accelerating Schedulability Analysis

GPU based acceleration architecture for image enhancement in spatial domain

Implementation of a 3GPP LTE turbo decoder accelerator on GPU

Sparse Matrix Formats Evaluation and Optimization on a GPU

A local diffusion wavelet approach for scattered data registration based on 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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