Overlap Local-Sgd: An Algorithmic Approach To Hide Communication Delays In Distributed Sgd

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Overlap Local-Sgd: An Algorithmic Approach To Hide Communication Delays In Distributed Sgd


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Overlap Local-Sgd: An Algorithmic Approach To Hide Communication Delays In Distributed Sgd

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Distributed stochastic gradient descent (SGD) is essential for scaling the machine learning algorithms to a large number of computing nodes. However, the infrastructures variability such as high communication delay or random node slowdown greatly impedes
Distributed stochastic gradient descent (SGD) is essential for scaling the machine learning algorithms to a large number of computing nodes. However, the infrastructures variability such as high communication delay or random node slowdown greatly impedes