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LSQ+: Improving low-bit quantization through learnable offsets and better initialization

The proposed method, called LSQ+, extends LSQ [7] by adding a simple yet effective learnable offset parameter for activation quantization to recover the lost accuracy on architectures employing Swish-like activations.

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Cite this as

Yash Bhalgat, Markus Nagel, Jinwon Lee, Tijmen Blankevoort, Nojun Kwak (2024). Dataset: LSQ+: Improving low-bit quantization through learnable offsets and better initialization. https://doi.org/10.57702/1baxurh3

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Additional Info

Field	Value
Created	December 16, 2024
Last update	December 16, 2024
Author	Yash Bhalgat
More Authors	Markus Nagel Jinwon Lee Tijmen Blankevoort Nojun Kwak