high performance computing on graphics processing units: hgpu.org

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A closer look at GPUs

Kayvon Fatahalian, Mike Houston

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Tags: Architecture, Computer science, Overview

December 20, 2010 by hgpu

Accelerating the Fourier split operator method via graphics processing units

Heiko Bauke, Christoph H. Keitel

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Tags: Computational Physics, CUDA, FFT, nVidia, nVidia GeForce GTX 480, Physics, Quantum Physics, Tesla M2050

December 20, 2010 by hgpu

FFT and Convolution Performance in Image Filtering on GPU

Ondrej Fialka, Martin Cadik

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Tags: DirectX, FFT, HLSL, Image processing, nVidia, nVidia GeForce 6600 GT

December 19, 2010 by hgpu

ATTILA: a cycle-level execution-driven simulator for modern GPU architectures

Victor Moya del Barrio, Carlos Gonzalez, Jordi Roca, Agustin Fernandez

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Tags: 3D Graphics and Realism, Computer science, Games, nVidia, nVidia GeForce FX 5900 Ultra, OpenGL

December 19, 2010 by hgpu

SIMD Optimization of Linear Expressions for Programmable Graphics Hardware

Chandrajit Bajaj, Insung Ihm, Jungki Min, Jinsang Oh

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Tags: Computer science, Linear Algebra, nVidia, nVidia GeForce FX 5900 Ultra, OpenGL, Optimization

December 19, 2010 by hgpu

Graphics Hardware based Efficient and Scalable Fuzzy C-Means Clustering

S. A. Arul Shalom, Manoranjan Dash, Minh Tue

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Tags: Computer science, CUDA, Data mining, nVidia, nVidia GeForce 8500 GT, nVidia GeForce 8800 GTX

December 19, 2010 by hgpu

Implementation of 802.11n on 128-CORE Processor

A. Akapyev, V. Krylov

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Tags: Computer science, CUDA, nVidia, nVidia GeForce 8800 GTX, Signal processing

December 19, 2010 by hgpu

GPU Acceleration of Particle-based Volume Rendering using CUDA

Ding Zhongming, Naohisa Sakamoto, Yasuo Ebara, Koji Koyamada

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Tags: Computer science, CUDA, nVidia, nVidia GeForce 8800 GTS, Rendering

December 19, 2010 by hgpu

GPU-based parallelization for fast circuit optimization

Yifang Liu, Jiang Hu

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Tags: Computer science, CUDA, Hardware, nVidia, nVidia GeForce 9800 GT, Programming techniques

December 19, 2010 by hgpu

Particle-based volume rendering

Naohisa Sakamoto, Jorji Nonaka, Koji Koyamada, S. Tanaka

Tags: Computer science, Rendering

December 19, 2010 by hgpu

Hardware Accelerated Skin Deformation for Animated Crowds

Golam Ashraf and Junyu Zhou

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Tags: 3D Graphics and Realism, Computer science, DirectX, HLSL, nVidia, nVidia GeForce 6600, Rendering

December 19, 2010 by hgpu

Speed Records for NTRU

Jens Hermans, Frederik Vercauteren, Bart Preneel

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 280, Security

December 19, 2010 by hgpu

CuPBoP-AMD: Extending CUDA to AMD Platforms

CuPBoP: Making CUDA a Portable Language

Adopter: Automated Deep Learning Optimization via DSL-based Source Code Transformation

Automated Deep Learning Optimization via DSL-Based Source Code Transformation

ROCm's implementation of Gromacs

GROMACS on AMD GPU-Based HPC Platforms: Using SYCL for Performance and Portability

Code examples for paper on SYCL backend of Kokkos - IWOCL 2024

Experiences with implementing Kokkos’ SYCL backend

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

SimSYCL: A SYCL Implementation Targeting Development, Debugging, Simulation and Conformance

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

gpu_tracker: Python package for tracking and profiling GPU utilization in both desktop and high-performance computing environments

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

94% on CIFAR-10 in 3.29 Seconds on a Single GPU

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

A closer look at GPUs

Accelerating the Fourier split operator method via graphics processing units

FFT and Convolution Performance in Image Filtering on GPU

ATTILA: a cycle-level execution-driven simulator for modern GPU architectures

SIMD Optimization of Linear Expressions for Programmable Graphics Hardware

Graphics Hardware based Efficient and Scalable Fuzzy C-Means Clustering

Implementation of 802.11n on 128-CORE Processor

GPU Acceleration of Particle-based Volume Rendering using CUDA

GPU-based parallelization for fast circuit optimization

Particle-based volume rendering

Hardware Accelerated Skin Deformation for Animated Crowds

Speed Records for NTRU

Recent source codes

CuPBoP-AMD: Extending CUDA to AMD Platforms

Adopter: Automated Deep Learning Optimization via DSL-based Source Code Transformation

ROCm's implementation of Gromacs

Code examples for paper on SYCL backend of Kokkos - IWOCL 2024

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

GPU plugin for PySCF

QArray

Celerity: High-level C++ for Accelerator Clusters

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

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