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jan 2, 2018 - Deep Neural Network Compression with Single and Multiple Level Quantization

Description:

本文首次同时在宽度和深度上进行量化，SLQ/MLQ。首先在宽度上，使用SLQ，将权值划分为量化部分和重训练部分，通过重训练部分降低量化损失。在深度上，使用MLQ，通过将损失累计到下一层迭代，以降低当前层的量化损失。

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Quantization timeline

29 Mar 2020

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jan 2, 2018

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~ 7 years and 5 months ago

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