Demystifying and Generalizing BinaryConnect

BinaryConnect (BC) and its many variations have become the de facto standard for neural network quantization. However, our understanding of the inner workings of BC is still quite limited. We attempt to close this gap in four different aspects: (a) we show that existing quantization algorithms, incl...

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Bibliographische Detailangaben

Hauptverfasser:	Dockhorn, Tim, Yu, Yaoliang, Sari, Eyyüb, Zolnouri, Mahdi, Nia, Vahid Partovi
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
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