Exploring FPGA designs for MX and beyond

A number of companies recently worked together to release the new Open Compute Project MX standard for low-precision computation, aimed at efficient neural network implementation. In this paper, we describe and evaluate the first open-source FPGA implementation of the arithmetic defined in the stand...

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Veröffentlicht in:	arXiv.org 2024-07
Hauptverfasser:	Samson, Ebby, Mellempudi, Naveen, Luk, Wayne, Constantinides, George A
Format:	Artikel
Sprache:	eng
Schlagworte:	Arithmetic Field programmable gate arrays Fixed point arithmetic Floating point arithmetic Libraries Neural networks Open source software
Online-Zugang:	Volltext
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