Essays about: "CPU GPU programming"

Showing result 6 - 10 of 40 essays containing the words CPU GPU programming.

  1. 6. Particle Simulation using Asynchronous Compute : A Study of The Hardware

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Kim Enarsson; [2020]
    Keywords : Asynchronous Compute; Particle Simulation; Multi-Engine; DirectX; Async Compute; Asynchronous Compute; Partikel Simulering; Multi-Engine; DirectX; Async Compute;

    Abstract : Background. With the introduction of the compute shader, followed by the application programming interface (API) DirectX 12, the modern GPU is now going through a transformation. Previously the GPU was used as a massive computational tool for running a single task at unparalleled speed. READ MORE

  3. 7. A Performance Comparison for 3D Crowd Rendering using an Object-Oriented system and Unity DOTS with GPU Instancing on Mobile Devices.

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

    Author : Max Turpeinen; [2020]
    Keywords : ;

    Abstract : This paper aims to address what is a suitable programming paradigm for real-time crowd rendering from a performance standpoint, with smartphones as the target platform. Among the most prominent and intuitive programming paradigms is the object-oriented (OO) one, with data-oriented designs be- coming more common in recent years. READ MORE

  4. 8. A Digits-Recognition Convolutional Neural Network on FPGA

    University essay from Linköpings universitet/Datorteknik

    Author : Zhenyu Wang; [2019]
    Keywords : ;

    Abstract : A convolutional neural network (CNN) is a deep learning framework that is widely used in computer vision. A CNN extracts important features of input images by perform- ing convolution and reduces the parameters in the network by applying pooling operation. READ MORE

  5. 9. A Model-Driven Approach for modeling Heterogeneous Embedded Systems

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Stoico Vincenzo; [2019]
    Keywords : ;

    Abstract : Demands of high-performance systems guided the designers to the assessment of heterogeneous embedded systems (HES). Their complexity highlighted the need for methodologies and tools to ease their design. Model-Driven Engineering (MDE) can be crucial to facilitate the design of such a system. READ MORE

  6. 10. Performance Evaluation of a Signal Processing Algorithm with General-Purpose Computing on a Graphics Processing Unit

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

    Author : Filip Appelgren; Måns Ekelund; [2019]
    Keywords : Parallelization; GPU; CUDA; RADAR; Optimization; Parallellisering; GPU; CUDA; RADAR; Optimering;

    Abstract : Graphics Processing Units (GPU) are increasingly being used for general-purpose programming, instead of their traditional graphical tasks. This is because of their raw computational power, which in some cases give them an advantage over the traditionally used Central Processing Unit (CPU). READ MORE