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    3. Hardware-Aware Probabilistic Machine Learning Models: Learning, Inference and Use Cases

    Hardware-Aware Probabilistic Machine Learning Models: Learning, Inference and Use Cases

    Posted By: hill0
    Date: 20 May 2021 20:34:37
    Hardware-Aware Probabilistic Machine Learning Models: Learning, Inference and Use Cases

    Hardware-Aware Probabilistic Machine Learning Models: Learning, Inference and Use Cases
    English | 2021 | ISBN: 3030740412 | 175 Pages | PDF EPUB | 24 MB

    This book proposes probabilistic machine learning models that represent the hardware properties of the device hosting them. These models can be used to evaluate the impact that a specific device configuration may have on resource consumption and performance of the machine learning task, with the overarching goal of balancing the two optimally.

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