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Optimizing Spatial Shift Point-Wise Quantization

Published in IEEE Access • Jan 1, 2021
Authors:
Eunhui Kim
,
Kyong-Ha Lee
,
Won-Kyung Sung

Abstract

It is no longer an option but a necessity to enhance the efficiency of deep learning models regarding energy consumption, learning time, and model size as the computational burden on deep neural networks increases. To improve the efficiency of deep learning, this study proposes a lightweight spatial...

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