high performance computing on graphics processing units: hgpu.org

Theses

hgpu.org » Applications

Symbolic Crosschecking of Data-Parallel Floating Point Code

Peter Cyrus Collingbourne

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Tags: Algorithms, Compilers, Computer science, nVidia, OpenCL, Package, Tesla C1060, Thesis

March 20, 2013 by hgpu

Volume Raycasting Performance Using DirectCompute

Hakan Johansson

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Tags: Algorithms, ATI, ATI Radeon HD 5850, Computer science, DirectCompute, DirectX, Medicine, Rendering, Thesis, Tomography

March 18, 2013 by hgpu

Parallelization with Different API on Multicore Architecture

Georg Rempfer

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Tags: Chemistry, CUDA, Liquid crystals, nVidia, nVidia GeForce GTX 680, Physics, Statistical Mechanics, Thesis

March 18, 2013 by hgpu

Exploring power efficiency and optimizations targeting heterogeneous applications

Yash Sanjeev Ukidave

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Tags: AMD Fusion, ATI, ATI Radeon HD 7770, Computer science, Energy-efficient computing, FFT, Heterogeneous systems, nVidia, nVidia GeForce GTX 680, OpenCL, Thesis

March 16, 2013 by hgpu

Automated and interactive approaches for optimal surface finding based segmentation of medical image data

Shanhui Sun

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Tags: CUDA, Image processing, Medicine, nVidia, Tesla C1060, Thesis, Ultrasound, Visualization

March 14, 2013 by hgpu

GPU implementation of a deep learning network for image recognition tasks

Sean Patrick Parker

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Tags: Computer science, Computer vision, CUDA, Image recognition, Machine learning, nVidia, Thesis

March 12, 2013 by hgpu

Parallel spatial data structures for interactive rendering

Ismael Garcia Fernandez

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Tags: 3D Graphics and Realism, Computer science, CUDA, Hashing, nVidia, nVidia GeForce GTX 480, Rendering, Thesis

March 12, 2013 by hgpu

Detecting Computer Viruses using GPUs

Alexandre Nuno Vicente Dias

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Tags: Algorithms, Computer science, CUDA, nVidia, Security, String matching, Tesla C2050, Thesis

March 9, 2013 by hgpu

CU2rCU: A CUDA-to-rCUDA Converter

Carlos Reano Gonzalez

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Tags: Compilers, Computer science, CUDA, nVidia, nVidia GeForce GTX 590, Tesla C1060, Tesla C2050, Thesis

March 9, 2013 by hgpu

GPU based Eulerian Assembly of Genomes

Syed Faraz Mahmood

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Tags: Bioinformatics, Biology, CUDA, Genetics, nVidia, nVidia Quadro FX 5800, Thesis

March 7, 2013 by hgpu

Parallel Ray Tracing in Scientific Visualization

Carson Brownlee

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Tags: Algorithms, Computer science, nVidia, nVidia Quadro FX 5800, OpenGL, Rasterization, Raytracing, Rendering, Thesis, Visualization

March 5, 2013 by hgpu

On Performance of GPU and DSP Architectures for Computationally Intensive Applications

John Faella

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Tags: Algorithms, Computer science, CUDA, DSP, nVidia, nVidia GeForce GT 540 M, Programming techniques, Thesis

March 2, 2013 by hgpu

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

Experiences with implementing Kokkos’ SYCL backend

ROCm's implementation of Gromacs

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

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

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

OpenMC Monte Carlo Code

Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs

See all packages

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high performance computing on graphics processing units: hgpu.org

Theses

Symbolic Crosschecking of Data-Parallel Floating Point Code

Volume Raycasting Performance Using DirectCompute

Parallelization with Different API on Multicore Architecture

Exploring power efficiency and optimizations targeting heterogeneous applications

Automated and interactive approaches for optimal surface finding based segmentation of medical image data

GPU implementation of a deep learning network for image recognition tasks

Parallel spatial data structures for interactive rendering

Detecting Computer Viruses using GPUs

CU2rCU: A CUDA-to-rCUDA Converter

GPU based Eulerian Assembly of Genomes

Parallel Ray Tracing in Scientific Visualization

On Performance of GPU and DSP Architectures for Computationally Intensive Applications

Recent source codes

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

ROCm's implementation of Gromacs

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

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMC Monte Carlo Code

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