Post-Training 4-bit Quantization on Embedding Tables

Continuous representations have been widely adopted in recommender systems where a large number of entities are represented using embedding vectors. As the cardinality of the entities increases, the embedding components can easily contain millions of parameters and become the bottleneck in both stor...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Guan, Hui, Malevich, Andrey, Yang, Jiyan, Park, Jongsoo, Yuen, Hector
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Information Retrieval Computer Science - Learning Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!