high performance computing on graphics processing units: hgpu.org

Theses

hgpu.org » Applications

A Networked Dataflow Simulation Environment for Signal Processing and Data Mining Applications

Stephen Won

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Tags: Computer vision, CUDA, Data mining, Heterogeneous systems, nVidia, nVidia GeForce GTX 260, SIFT, Signal processing, Thesis

February 12, 2013 by hgpu

Adaptation of the MapReduce programming framework to compute-intensive data-analytics kernels

Reza Farivar

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Tags: Computer science, CUDA, Heterogeneous systems, MapReduce, nVidia, nVidia GeForce GTX 275, Thesis

February 9, 2013 by hgpu

Effectiveness of program transformations and compilers for directive-based GPU programming models

Swapnil Avinash Ghike

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Tags: Compilers, Computer science, CUDA, Heterogeneous systems, nVidia, OpenACC, Optimization, Performance, Tesla X2090, Thesis

February 9, 2013 by hgpu

Using Hybrid Shared and Distributed Caching for Mixed-Coherency GPU Workloads

Nasser Anssari

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Tags: Computer science, CUDA, nVidia, Performance, Thesis

February 9, 2013 by hgpu

Efficient Wave Propagation in Discontinuous Media and Complex Geometry for Many-core Architectures

Tobias Skoglund

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Physics, Thesis, Wave equation

February 7, 2013 by hgpu

GPU Implementation of Iterative Solvers in Numerical Weather Predicting Models

Sinan Shi

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Tags: Computer science, Conjugate gradient solver, CUDA, nVidia, Tesla C2050, Thesis, Weather Prediction Model

February 7, 2013 by hgpu

Vortex Methods for Fluid Simulation in Computer Graphics

Vines Neuwirth, Mauricio Alfredo

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Tags: Fluid dynamics, Fluid simulation, Thesis

February 5, 2013 by hgpu

Heterogeneous GPU and CPU acceleration of a finite volume compressible flow solver for multiblock structured grids

Luke Fitzgerald

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Tags: Fluid dynamics, Heterogeneous systems, nVidia, nVidia GeForce GTX 580, OpenCL, Tesla M2050, Thesis

February 2, 2013 by hgpu

Studies Concerning the ATLAS IBL Calibration Architecture

Moritz Kretz

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Tags: CUDA, Nuclear Experiment, nVidia, nVidia GeForce GT 480, nVidia GeForce GTX 280, nVidia Quadro FX 570 M, Physics, Thesis

January 31, 2013 by hgpu

The Physics of Singular Dislocation Structures in Continuum Dislocation Dynamics

Woosong Choi

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Tags: CUDA, Materials Science, nVidia, Physics, Tesla C2070, Thesis

January 31, 2013 by hgpu

Scheduling (ir)regular applications on heterogeneous platforms

Artur Miguel Matos Mariano

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Tags: Computer science, CUDA, FFT, Heterogeneous systems, N-body simulation, nVidia, nVidia GeForce GTX 580, Task scheduling, Thesis

January 30, 2013 by hgpu

Autotuning, Code Generation and Optimizing Compiler Technology for GPUs

Malik Muhammad Zaki Murtaza Khan

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Tags: Code generation, Computer science, CUBLAS, CUDA, Linear Algebra, nVidia, Tesla C2050, Thesis

January 26, 2013 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

Theses

A Networked Dataflow Simulation Environment for Signal Processing and Data Mining Applications

Adaptation of the MapReduce programming framework to compute-intensive data-analytics kernels

Effectiveness of program transformations and compilers for directive-based GPU programming models

Using Hybrid Shared and Distributed Caching for Mixed-Coherency GPU Workloads

Efficient Wave Propagation in Discontinuous Media and Complex Geometry for Many-core Architectures

GPU Implementation of Iterative Solvers in Numerical Weather Predicting Models

Vortex Methods for Fluid Simulation in Computer Graphics

Heterogeneous GPU and CPU acceleration of a finite volume compressible flow solver for multiblock structured grids

Studies Concerning the ATLAS IBL Calibration Architecture

The Physics of Singular Dislocation Structures in Continuum Dislocation Dynamics

Scheduling (ir)regular applications on heterogeneous platforms

Autotuning, Code Generation and Optimizing Compiler Technology for GPUs

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

Most viewed papers (last 30 days)