Essays about: "GPU acceleration"

Showing result 1 - 5 of 35 essays containing the words GPU acceleration.

  1. 1. Optimizing Quantum Computer Simulations With Data Compression & GPU Acceleration

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Erik Ljung; Darko Petrov; Felix Bråberg; Björn Forssén; Beata Ringmar; Jonas Hedlund; [2023-03-03]
    Keywords : ;

    Abstract : Simulating quantum computers involves high memory usage and often long execution times. For that reason the purpose of this project was to analyze whether data compression and GPU acceleration can be used to run simulations with more qubits than previously allowed. READ MORE

  3. 2. High-Performance Network Data Transfers to GPU : A Study of Nvidia GPU Direct RDMA and GPUNetIO

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Yuchen Gao; [2023]
    Keywords : GPUDirect RDMA; GPUNetIO; User interface; GPUDirect RDMA; GPUNetIO; Användargränssnitt;

    Abstract : This study investigates high-performance network data transfers, focusing on Nvidia Graphics Processing Unit (GPU) Direct Remote Direct Memory Access (RDMA) and GPUNetIO. These methods have emerged as promising strategies for improving data communication between GPUs and network interfaces, but harnessing their potential requires meticulous configuration and optimization. READ MORE

  4. 3. Parallelization of boolean operations for CAD Software using WebGPU

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Max Helmrich; Linus Käll; [2023]
    Keywords : Parallelization; Web; Boolean Operations; WebGPU; CAD; GPU Acceleration;

    Abstract : This project is about finding ways to improve performance of a Computer-Aided-Design (CAD) application running in the web browser. With the new Web API WebGPU, it is now possible to use the GPU to accelerate calculations for CAD applications in the web. READ MORE

  5. 4. Accelerating a Molecular Docking Application by Leveraging Modern Heterogeneous Computing Systems

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Gabin Schieffer; [2023]
    Keywords : Molecular docking; AutoDock; GPU; Tensor Core; Drug Discovery; Molekylär dockning; AutoDock; GPU; Tensor Core; Läkemedelsutveckling;

    Abstract : In drug development, molecular docking methods aim at characterizing the binding of a drug-like molecule to a protein. In a typical drug development process, a docking task is repeated millions of time, which makes optimization efforts essential. READ MORE

  6. 5. A GPU Implementation of Kinodynamic Path Planning in Large Continuous Costmap Environments : Using Dijkstra's Algorithm and Simulated Annealing

    University essay from Karlstads universitet/Institutionen för ingenjörsvetenskap och fysik (from 2013)

    Author : Robin Larsson; [2023]
    Keywords : ;

    Abstract : Path planning that takes kinodynamic constraints into account is a crucial part of critical missions where autonomous vehicles must function independently without communication from an operator as this ensures that the vehicle will be able to follow the planned path. In this thesis, an algorithm is presented that can plan kinodynamically feasible paths through large scale continuous costmap environments for different constraints on the maximum allowed acceleration and jerk along the path. READ MORE