Sökning: "hårdvaruarkitektur"

Visar resultat 1 - 5 av 7 uppsatser innehållade ordet hårdvaruarkitektur.

  1. 1. Mapping quantized convolutional layers on the SiLago platform

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

    Författare :Yue Zhang; [2022]
    Nyckelord :SiLago; algorithm mapping; quantized neural networks; convolution; SiLago; algoritmkartläggning; kvantiserade neurala nätverk; faltning;

    Sammanfattning : Convolutional neural networks (CNNs) have been utilized in various applications, such as image classification, computer vision, etc. With development, the complexity and computation of CNNs also increase, which requires more memory and resources when deployed on devices, especially embedded systems. LÄS MER

  3. 2. FPGA Virtualization

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

    Författare :Parmiss Fallah; [2019]
    Nyckelord :;

    Sammanfattning : During recent years, the population of internet users has sharply increased and more applications are utilizing data centers. Telecommunication companies are constantly trying to make communication applications faster to provide faster cellular networks. LÄS MER

  4. 3. Characterization of Partial and Run-Time Reconfigurable FPGAs

    Master-uppsats, KTH/Skolan för informations- och kommunikationsteknik (ICT)

    Författare :Emilio Fazzoletto; [2016]
    Nyckelord :FPGA; Reconfigurable Computing; Partial Reconfiguration; Hardware Architectures; Embedded Systems; Computation Efficiency; Xilinx; FPGA; Rekonfigurerbar hårdvaruarkitektur; Partiell rekonfiguration; Hårdvaruarkitektur; Inbyggda system; Beräkningseffektivitet; Xilinx;

    Sammanfattning :    FPGA based systems have been heavily used to prototype and test Application Specic Integrated Circuit (ASIC) designs with much lower costs and development time compared to hardwired prototypes. In recentyears, thanks to both the latest technology nodes and a change in the architecture of reconfigurable integrated circuits (from traditional Complex Programmable Logic Device (CPLD) to full-CMOS FPGA), FPGAs have become more popular in embedded systems, both as main computation resources and as hardware accelerators. LÄS MER

  5. 4. A Performance Evaluation of MPI Shared Memory Programming

    Master-uppsats, KTH/Skolan för datavetenskap och kommunikation (CSC)

    Författare :David Karlbom; [2016]
    Nyckelord :MPI; OpenMP; Shared Memory; HPC; Parallel Programming; NUMA;

    Sammanfattning : The thesis investigates the Message Passing Interface (MPI) support for shared memory programming on modern hardware architecture with multiple Non-Uniform Memory Access (NUMA) domains. We investigate its performance in two case studies: the matrix-matrix multiplication and Conway’s game of life. LÄS MER

  7. 5. Model-Pipe-Hardware: Method for Test Driven Agile Development in Embedded Software

    Master-uppsats, KTH/Maskinkonstruktion (Inst.)

    Författare :Albin Cassirer; Erik Hane; [2015]
    Nyckelord :;

    Sammanfattning : In this thesis, we present development and evaluation of a new test driven design method for embedded systems software development. The problem of development speed is one of major obstacles for transferring Test Driven Development (TDD) methodologies into the domain of embedded software development. LÄS MER