Essays about: "cpu structure"

Showing result 1 - 5 of 34 essays containing the words cpu structure.

  1. 1. Register Caching for Energy Efficient GPGPU Tensor Core Computing

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

    Author : Qiran Qian; [2023]
    Keywords : Computer Architecture; GPGPU; Tensor Core; GEMM; Energy Efficiency; Register File; Cache; Instruction Scheduling; Datorarkitektur; GPGPU; Tensor Core; GEMM; energieffektivitet; registerfil; cache; instruktionsschemaläggning;

    Abstract : The General-Purpose GPU (GPGPU) has emerged as the predominant computing device for extensive parallel workloads in the fields of Artificial Intelligence (AI) and Scientific Computing, primarily owing to its adoption of the Single Instruction Multiple Thread architecture, which not only provides a wealth of thread context but also effectively hide the latencies exposed in the single threads executions. As computational demands have evolved, modern GPGPUs have incorporated specialized matrix engines, e. READ MORE

  3. 2. A neural network performance analysis with three different model structures

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

    Author : Alejandro Gil Ferrer; [2021]
    Keywords : ;

    Abstract : This report analyzes three neural network structures: dense, convolutional and recurrent. One data set example and problem has been chosen for each type of structure: a multi-class classification problem, an image classifier and a time sequence prediction, respectively. READ MORE

  4. 3. Cross-platform Frameworks Comparison : Android Applications in a Cross-platform Environment, Xamarin Vs Flutter

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Ylva Rasmusson Wright; Simon Hedlund; [2021]
    Keywords : Android; Performance; Xamarin; Flutter; Cross-platform;

    Abstract : Good performance is important for an application to run smoothly for the end user, but good tools and documentation are just as important for a developer in order tobe able to create good applications in the shortest amount of time.  This paper is comparing the cross-platform frameworks Flutter and Xamarin to find the respective strengths of the frameworks and which one is the better option and in what aspect, the newer Flutter or the well established Xamarin. READ MORE

  5. 4. Implementation of Low-Density Parity-Check codes for 5G NR shared channels

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

    Author : Lifang Wang; [2021]
    Keywords : New radio NR ; Shared channel; Channel coding; Low-Density Parity-Check LDPC codes; Layered Normalized Min-Sum Algorithm LNMSA ; Layered Offset Min-Sum Algorithm LOMSA ; Ny radio NR ; Delad kanal; Kanalkodning; Paritetskontrollkoder med låg LDPC densitet; Layered Normalized Min-Sum Algorithm LNMSA ; Layered Offset Min-Sum Algorithm LOMSA ;

    Abstract : Channel coding plays a vital role in telecommunication. Low-Density Parity- Check (LDPC) codes are linear error-correcting codes. According to the 3rd Generation Partnership Project (3GPP) TS 38. READ MORE

  6. 5. Investigation of dynamic control ML algorithms on existing and future Arm microNPU systems

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Joel Åhlund; David Cordesius; [2021]
    Keywords : Dynamic control; NPU; MTCNN; Machine learning; Neural networks; Technology and Engineering;

    Abstract : In this thesis, dynamically controlled machine learning algorithms running on state of the art Arm microNPUs, with an attached Cortex-M CPU, were investigated. The machine learning framework used was Tensorflow and different subsets of it, such as Tensorflow Lite micro. READ MORE