Efficient Execution of Irregular Dataflow Graphs Hardware/Software Co-optimization for Probabilistic AI and Sparse Linear Algebra /

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...

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Bibliografiske detaljer

Main Authors:	Shah, Nimish (Author), Meert, Wannes (Author), Verhelst, Marian (Author)
Institution som forfatter:	SpringerLink (Online service)
Format:	Electronisk eBog
Sprog:	engelsk
Udgivet:	Cham : Springer Nature Switzerland : Imprint: Springer, 2023.
Udgivelse:	1st ed. 2023.
Fag:	Electronic circuits. Embedded computer systems. Machine learning. Electronic Circuits and Systems. Embedded Systems. Machine Learning.
Online adgang:	https://doi.org/10.1007/978-3-031-33136-7
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