Essays about: "Byzantinsk motståndskraftig decentraliserad träning"

Found 1 essay containing the words Byzantinsk motståndskraftig decentraliserad träning.

  1. 1. Distributed Robust Learning

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

    Author : Akhil Yerrapragada; [2021]
    Keywords : Byzantine resilient decentralized training; Gradient aggregation rules; α; f Byzantine resilience; Fault tolerance; Ring all-reduce.; Byzantinsk motståndskraftig decentraliserad träning; Gradientaggregeringsregler; α; f Byzantinsk motståndskraft; Feltolerans; Ring allreducera.;

    Abstract : Accuracy obtained when training deep learning models with large amounts of data is high, however, training a model with such huge amounts of data on a single node is not feasible due to various reasons. For example, it might not be possible to fit the entire data set in the memory of a single node, training times can significantly increase since the dataset is huge. READ MORE