And the Bit Goes Down: Revisiting the Quantization of Neural Networks

Pierre Stock 1, 2, 3 Armand Joulin 1 Rémi Gribonval 2, 3 Benjamin Graham 1 Hervé Jégou 1
2 DANTE - Dynamic Networks : Temporal and Structural Capture Approach
Inria Grenoble - Rhône-Alpes, LIP - Laboratoire de l'Informatique du Parallélisme, IXXI - Institut Rhône-Alpin des systèmes complexes
3 PANAMA - Parcimonie et Nouveaux Algorithmes pour le Signal et la Modélisation Audio
Inria Rennes – Bretagne Atlantique , IRISA-D5 - SIGNAUX ET IMAGES NUMÉRIQUES, ROBOTIQUE
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Pierre Stock, Armand Joulin, Rémi Gribonval, Benjamin Graham, Hervé Jégou. And the Bit Goes Down: Revisiting the Quantization of Neural Networks. ICLR 2020 - Eighth International Conference on Learning Representations, Apr 2020, Addis-Abeba, Ethiopia. pp.1-11. ⟨hal-02434572⟩

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