Sökning: "Fredrik Hamrefors"

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  1. 1. Optimizing on-chip Machine Learning for Data Prefetching

    Kandidat-uppsats, Göteborgs universitet/Institutionen för data- och informationsteknik

    Författare :Hampus Larsson; Miranda Jernberg; Albin Pansell; Fabian Stigsson; Fredrik Hamrefors; Pontus Söderström; [2023-03-03]
    Nyckelord :Data Prefetching; Machine Learning; HW SW co-Design; HLS; FPGA;

    Sammanfattning : The idea behind data prefetching is to speed up program execution by predicting what data is needed by the processor, before it is actually needed. Data prefetching is commonly performed by prefetching the next memory address in line, but there are other, more sophisticated approaches such as machine learning. LÄS MER