LIBROS DEL AUTOR: wannes meert

4 resultados para LIBROS DEL AUTOR: wannes meert

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  • Efficient Execution of Irregular Dataflow Graphs
    Marian Verhelst / Nimish Shah / Wannes Meert
    This book focuses on the acceleration of emerging irregular sparse workloads, posed by novel artificial intelligent (AI) models and sparse linear algebra. Specifically, the book outlines several co-optimized hardware-software solutions for a highly promising class of emerging sparse AI models called Probabilistic Circuit (PC) and a similar sparse matrix workload for triangular ...
    Disponible

    109,91 €

  • Efficient Execution of Irregular Dataflow Graphs
    Marian Verhelst / Nimish Shah / Wannes Meert
    This book focuses on the acceleration of emerging irregular sparse workloads, posed by novel artificial intelligent (AI) models and sparse linear algebra. Specifically, the book outlines several co-optimized hardware-software solutions for a highly promising class of emerging sparse AI models called Probabilistic Circuit (PC) and a similar sparse matrix workload for triangular ...
    Disponible

    48,43 €

  • Hardware-Aware Probabilistic Machine Learning Models
    Laura Isabel Galindez Olascoaga / Marian Verhelst / Wannes Meert
    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. The book first motivates extreme-e...
    Disponible

    80,55 €

  • Hardware-Aware Probabilistic Machine Learning Models
    Laura Isabel Galindez Olascoaga / Marian Verhelst / Wannes Meert
    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. The book first motivates extreme-e...
    Disponible

    109,94 €