high performance computing on graphics processing units: hgpu.org

hgpu.org » Applications

Raster Time Series: Learning and Processing

Johannes Drönner

View

Tags: AMD Radeon RX 580, ATI, Computer science, Deep learning, Machine learning, Neural networks, nVidia, nVidia GeForce GTX Titan X, OpenCL, Sensing, Thesis, Visualization

May 16, 2021 by hgpu

Irregularity Mitigation and Portability Abstractions for Accelerated Sparse Matrix Factorization

Daniel Thürck

View

Download (PDF)

Tags: Algorithms, Computer science, Factorization, Heterogeneous systems, nVidia, nVidia GeForce GTX Titan V, OpenCL, Sparse matrix, Thesis

May 9, 2021 by hgpu

Performance Monitoring of Multi-FPGA Systems

Arzhang Rafii

View

Download (PDF)

Source codes

Tags: Computer science, FPGA, Package, Performance, Thesis

April 11, 2021 by hgpu

Parallel Arbitrary-precision Integer Arithmetic

Davood Mohajerani

View

Download (PDF)

Source codes

Tags: Algorithms, Computer science, CUDA, nVidia, OpenCL, Package, Thesis

April 5, 2021 by hgpu

Integrating Accelerators in Heterogeneous Systems

Ján Veselý

View

Download (PDF)

Tags: Computer science, CUDA, Heterogeneous systems, nVidia, Python, Thesis

March 7, 2021 by hgpu

Optimal program variant generation for hybrid manycore systems

Cristian Urlea

View

Download (PDF)

Tags: Computer science, Design space exploration, FPGA, Heterogeneous systems, OpenCL, performance portability, Thesis

February 21, 2021 by hgpu

Serverless Computing Strategies on Cloud Platforms

Diana María Naranjo Delgado

View

Download (PDF)

Tags: Cloud, Computer science, CUDA, Machine learning, nVidia, Tesla V100, Thesis, Virtualization

February 14, 2021 by hgpu

CPU/GPU Code Acceleration on Heterogeneous Systems and Code Verification for CFD Applications

Weicheng Xue

View

Download (PDF)

Tags: cfd, CUDA, Finite difference, Fluid dynamics, Heterogeneous systems, MPI, nVidia, OpenACC, Tesla C2075, Tesla P100, Tesla V100, Thesis

January 31, 2021 by hgpu

Instruments of Productivity for High Performance Computing

Olivier Aumage

View

Download (PDF)

Tags: Computer science, HPC, Thesis

January 17, 2021 by hgpu

Advances in Electron Microscopy with Deep Learning

Jeffrey M. Ede

View

Download (PDF)

Source codes

Tags: Deep learning, Electron microscopy, Image processing, Machine learning, Microscopy, nVidia, nVidia GeForce GTX 1080 Ti, Package, Thesis

January 10, 2021 by hgpu

Design, Implementation and Test of Efficient GPU to GPU Communication Methods

Stepan Vanecek

View

Download (PDF)

Tags: AMD Radeon Instinct Mi50, ATI, Computer science, Heterogeneous systems, HIP, MPI, nVidia DGX-1, Thesis

January 3, 2021 by hgpu

Thermal Safety and Real-Time Predictability on Heterogeneous Embedded SoC Platforms

Seyed Mehdi Hosseini Motlagh

View

Download (PDF)

Tags: Computer science, DSP, Heterogeneous systems, SoC, Thesis

January 3, 2021 by hgpu

Coccinelle: a C code transformation engine using SmPL for matches, refactorings, and bug fixing

Advances in Semantic Patching for HPC-oriented Refactorings with Coccinelle

DuoReduce: MLIR's benchmark

Hardware-Assisted Software Testing and Debugging for Heterogeneous Computing

Shamrock: Multi-GPU hydrodynamics for astrophysics

The Shamrock code: I- Smoothed Particle Hydrodynamics on GPUs

LLMPerf: GPU Performance Modeling meets Large Language Models

Hercules: A Compiler for Productive Programming of Heterogeneous Systems

* * *

high performance computing on graphics processing units: hgpu.org

Theses

Raster Time Series: Learning and Processing

Irregularity Mitigation and Portability Abstractions for Accelerated Sparse Matrix Factorization

Performance Monitoring of Multi-FPGA Systems

Parallel Arbitrary-precision Integer Arithmetic

Integrating Accelerators in Heterogeneous Systems

Optimal program variant generation for hybrid manycore systems

CPU/GPU Code Acceleration on Heterogeneous Systems and Code Verification for CFD Applications

Instruments of Productivity for High Performance Computing

Advances in Electron Microscopy with Deep Learning

Design, Implementation and Test of Efficient GPU to GPU Communication Methods

Thermal Safety and Real-Time Predictability on Heterogeneous Embedded SoC Platforms

Recent source codes

Coccinelle: a C code transformation engine using SmPL for matches, refactorings, and bug fixing

DuoReduce: MLIR's benchmark

Shamrock: Multi-GPU hydrodynamics for astrophysics

LLMPerf: GPU Performance Modeling meets Large Language Models

Hercules: A Compiler for Productive Programming of Heterogeneous Systems

Celerity Runtime: High-level C++ for Accelerator Clusters

wgpy: WebGL accelerated numpy-compatible array library for web browser

Microbenchmarking OpenMP target offload with Catch2

SUperman: Highly Efficient Permanent Computation Library

TransCL: An Automatic CUDA-to-OpenCL Programs Transformation Framework

Most viewed papers (last 30 days)