Essays about: "OpenCL"

Showing result 1 - 5 of 46 essays containing the word OpenCL.

  1. 1. Convolutional Neural Network FPGA-accelerator on Intel DE10-Standard FPGA

    University essay from Linköpings universitet/Elektroniska Kretsar och System

    Author : Yue Tianxu; [2021]
    Keywords : Convolutional Neural Network; FPGA-accelerator;

    Abstract : Convolutional neural networks (CNNs) have been extensively used in many aspects, such as face and speech recognition, image searching and classification, and automatic drive. Hence, CNN accelerators have become a trending research. Generally, Graphics processing units (GPUs) are widely applied in CNNaccelerators. READ MORE

  2. 2. Automatic GPU optimization through higher-order functions in functional languages

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

    Author : John Wikman; [2020]
    Keywords : ;

    Abstract : Over recent years, graphics processing units (GPUs) have become popular devices to use in procedures that exhibit data-parallelism. Due to high parallel capability, running procedures on a GPU can result in an execution time speedup ranging from a couple times faster to several orders of magnitude faster, compared to executing serially on a central processing unit (CPU). READ MORE

  3. 3. Methods for Multisensory Detection of Light Phenomena on the Moon as a Payload Concept for a Nanosatellite Mission

    University essay from Luleå tekniska universitet/Rymdteknik

    Author : Andreas Maurer; [2020]
    Keywords : Moon; TLP; Transient Lunar Phenomena; Image Processing; GPU; Nanosatellite; CubeSat; Nvidia Jetson Nano; OpenCL; CUDA; Telescope; Payload Concept; C C ; background subtraction; connected component labelling; FPGA;

    Abstract : For 500 years transient light phenomena (TLP) have been observed on the lunar surface by ground-based observers. The actual physical reason for most of these events is today still unknown. READ MORE

  4. 4. HAALO : A cloud native hardware accelerator abstraction with low overhead

    University essay from Luleå tekniska universitet/Datavetenskap

    Author : Jeremy Facchetti; [2019]
    Keywords : cloud; 5g; hardware accelerator; kubernetes; docker; vnf; nfv; cloud native; virtualization;

    Abstract : With the upcoming 5G deployment and the exponentially increasing data transmitted over cellular networks, off the shelf hardware won't provide enough performance to cope with the data being transferred over cellular networks. To tackle that problem, hardware accelerators will be of great support thanks to their better performances and lower energy consumption. READ MORE

  5. 5. Using Graphical Processors to Implement Radio Base Station Control Plane Functions

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Noak Ringman; [2019]
    Keywords : Mobile networks; Radio base stations; Control plane; GPU; GPGPU; CUDA; OpenCL;

    Abstract : Today more devices are being connected to the Internet via mobile networks. With more devices in mobile networks, the workload on radio base stations increases. Radio base stations must be energy efficient and cheap which makes high-performance central processing units (CPUs) a bad alternative to meet the increasing workload. READ MORE