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Reinforcement Learning Based Quantization Strategy Optimal Assignment Algorithm for Mixed Precision

Published in Computers, materials & continua/Computers, materials & continua (Print) • Jan 1, 2024
Authors:
Yuejiao Wang
,
Zhong Ma
,
Chaojie Yang

Abstract

The quantization algorithm compresses the original network by reducing the numerical bit width of the model, which improves the computation speed. Because different layers have different redundancy and sensitivity to data bit width. Reducing the data bit width will result in a loss of accuracy. Ther...

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