Sökning: "FP8"

Hittade 1 uppsats innehållade ordet FP8.

  1. 1. Investigation of 8-bit Floating-Point Formats for Machine Learning

    Master-uppsats, Linköpings universitet/Datorteknik

    Författare :Theodor Lindberg; [2023]
    Nyckelord :Floating-Point; 8-bit floating-point; FP8; vector instructions; Machine Learning; ML; Convolutional Neural Network; CNN;

    Sammanfattning : Applying machine learning to various applications has gained significant momentum in recent years. However, the increasing complexity of networks introduces challenges such as a larger memory footprint and decreased throughput. This thesis aims to address these challenges by exploring the use of 8-bit floating-point numbers for machine learning. LÄS MER