high performance computing on graphics processing units: hgpu.org

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GPU Simulation of Radiation in Matter

Johannes Christof de Fine Licht

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Tags: CUDA, nVidia, nVidia GeForce GT 650 M, Physics, Thesis

July 13, 2013 by hgpu

Design Space Exploration of Real-time Bedside and Portable Medical Ultrasound Adaptive Beamformer Acceleration

Junying Chen

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Tags: Algorithms, CUDA, Design space exploration, FPGA, Medicine, nVidia, nVidia GeForce GTX 680, Thesis, Ultrasound

July 12, 2013 by hgpu

Scalable Techniques for Scheduling and Mapping DSP Applications onto Embedded Multiprocessor Platforms

George Zaki

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Tags: Algorithms, Code generation, Computational Engineering, CUDA, Data parallelism, DSP, Heterogeneous systems, nVidia, nVidia GeForce GTX 260, Signal processing, Thesis

July 12, 2013 by hgpu

Evaluating different Java bindings for OpenCL

Raquel Medina Dominguez

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Tags: Computer science, Heterogeneous systems, Java, nVidia, nVidia GeForce GTX 480, OpenCL, Thesis

July 10, 2013 by hgpu

Modelling sea water intrusion in coastal aquifers using heterogeneous computing

Benjamin Donald Cumming

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Tags: CUDA, Earth and Space Sciences, Finite volume method, Heterogeneous systems, nVidia, Tesla C2050, Thesis

July 10, 2013 by hgpu

Comparative study of parallel programming models for multicore computing

Akhtar Ali

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Tags: Benchmarking, Computer science, DSP, Heterogeneous systems, nVidia, OpenCL, OpenMP, Tesla M2050, Thesis

July 7, 2013 by hgpu

Hybrid Acceleration of a Molecular Dynamics Simulation Using Short-Ranged Potentials

Julian Hornich

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Tags: Algorithms, Chemistry, CUDA, Molecular dynamics, nVidia, Tesla M2090, Thesis

July 5, 2013 by hgpu

GPU-enabled Efficient Executions of Radiation Calculations in Climate Modelling

Sai Kiran Korwar

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Tags: CUDA, Earth and Space Sciences, nVidia, OpenACC, Tesla C2070, Tesla K20, Tesla M2090, Tesla S2050, Thesis, Weather prediction

July 5, 2013 by hgpu

Physical modeling and high-performance GPU computing for characterization, interception, and disruption of hazardous near-Earth objects

Brian Douglas Kaplinger

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Tags: CUDA, Earth and Space Sciences, nVidia, Tesla C2050, Thesis

July 3, 2013 by hgpu

Computing Strongly Connected Components with CUDA

Miroslav Stuhl

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Source codes

Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Package, Thesis

July 3, 2013 by hgpu

CFD Simulation of Jet Cooling and Implementation of Flow Solvers in GPU

Md. Lokman Hosain

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Tags: Finite volume method, Fluid dynamics, nVidia, OpenCL, Tesla C2075, Thesis

July 2, 2013 by hgpu

Exploiting multi-level parallelism in streaming applications for heterogeneous platforms with GPUs

Ana Balevic

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Tags: Code generation, Compilers, Computer science, CUDA, Data parallelism, Heterogeneous systems, nVidia, Tesla C2050, Thesis

July 1, 2013 by hgpu

Data-efficient LLM Fine-tuning for Code Generation

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

DeepCompile: A Compiler-Driven Approach to Optimizing Distributed Deep Learning Training

Large Language Model Powered C-to-CUDA Code Translation: A Novel Auto-Parallelization Framework

GigaAPI: a user-space API that simplifies multi-GPU programming, bridging the gap between the capabilities of parallel GPU systems and the ability of developers to harness their full potential

GigaAPI for GPU Parallelization

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

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high performance computing on graphics processing units: hgpu.org

Theses

GPU Simulation of Radiation in Matter

Design Space Exploration of Real-time Bedside and Portable Medical Ultrasound Adaptive Beamformer Acceleration

Scalable Techniques for Scheduling and Mapping DSP Applications onto Embedded Multiprocessor Platforms

Evaluating different Java bindings for OpenCL

Modelling sea water intrusion in coastal aquifers using heterogeneous computing

Comparative study of parallel programming models for multicore computing

Hybrid Acceleration of a Molecular Dynamics Simulation Using Short-Ranged Potentials

GPU-enabled Efficient Executions of Radiation Calculations in Climate Modelling

Physical modeling and high-performance GPU computing for characterization, interception, and disruption of hazardous near-Earth objects

Computing Strongly Connected Components with CUDA

CFD Simulation of Jet Cooling and Implementation of Flow Solvers in GPU

Exploiting multi-level parallelism in streaming applications for heterogeneous platforms with GPUs

Recent source codes

PELSI: Power-Efficient Layer-Switched Inference

Ouroboros: Virtualized Queues for dynamic memory management

MSCCL++: A GPU-driven communication stack for scalable AI applications

Benchmark compute shader of Unity against InteropUnityCUDA

Data-efficient LLM Fine-tuning for Code Generation

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Large Language Model Powered C-to-CUDA Code Translation: A Novel Auto-Parallelization Framework

GigaAPI: a user-space API that simplifies multi-GPU programming, bridging the gap between the capabilities of parallel GPU systems and the ability of developers to harness their full potential

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

DuoReduce: MLIR's benchmark

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