Sökning: "GPU Computation"

Visar resultat 11 - 15 av 51 uppsatser innehållade orden GPU Computation.

  1. 11. Extraction and Quantification of Features in XCT Datasets of Fibre Reinforced Polymers using Machine Learning Techniques

    Master-uppsats, Umeå universitet/Institutionen för datavetenskap

    Författare :Miroslav Ivanov Yosifov; [2020]
    Nyckelord :;

    Sammanfattning : This master’s thesis shows the extraction, quantification and visual analysis of pores and individual fibres in fibre reinforced polymer (FRP)materials. The core methods used and advanced for this purpose are tailored deep learning techniques, which are coupled with interactive visualisation. LÄS MER

  3. 12. Hardware Acceleration in the Context of Motion Control for Autonomous Systems

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Jelin Leslin; [2020]
    Nyckelord :Hardware acceleration; Computation offloading; State estimation filter; Autonomous systems; FPGA; GPU.; Hårdvaruacceleration; beräkningsavlastning; tillståndsskattningsfilter; autonoma system; FPGA; GPU.;

    Sammanfattning : State estimation filters are computationally intensive blocks used to calculate uncertain/unknown state values from noisy/not available sensor inputs in any autonomous systems. The inputs to the actuators depend on these filter’s output and thus the scheduling of filter has to be at very small time intervals. LÄS MER

  4. 13. Optimization Methods for Direct Volume Rendering on the Client Side Web

    Master-uppsats, Linköpings universitet/Informationskodning

    Författare :Tobias Nilsson; [2019]
    Nyckelord :Volume Visualization; Ray Casting; Optimization; GPU; Web;

    Sammanfattning : Volume visualization has been made available on the web using the Direct Volume Rendering (DVR) technique, powered by the WebGL 1 API. While the technique produces visually pleasing output, the performance of the prototypes that implement this leave much desired. 2017 saw the release of the next version of WebGL, WebGL 2. LÄS MER

  5. 14. Implementation of Principal Component Analysis For Use in Anomaly Detection Using CUDA

    Master-uppsats, Linköpings universitet/Programvara och system

    Författare :Joakim Bertils; [2019]
    Nyckelord :;

    Sammanfattning : As more and more systems are connected, a large benefit is found in being able to find and predict problems in the monitored process. By analyzing the data in real time, feedback can be generated to the operators or the process allowing the process to correct itself. LÄS MER

  7. 15. Auto-tuning Hybrid CPU-GPU Execution of Algorithmic Skeletons in SkePU

    Master-uppsats, Linköpings universitet/Programvara och system

    Författare :Tomas Öhberg; [2018]
    Nyckelord :Heterogeneous computing; Hybrid execution; Skeleton programming; Workload partitioning; SkePU; Skeleton; CPU; GPU; Accelerator;

    Sammanfattning : The trend in computer architectures has for several years been heterogeneous systems consisting of a regular CPU and at least one additional, specialized processing unit, such as a GPU.The different characteristics of the processing units and the requirement of multiple tools and programming languages makes programming of such systems a challenging task. LÄS MER