Improving Model Capacity of Quantized Networks with Conditional Computation
Network quantization becomes a crucial step when deploying deep models to the edge devices as it is hardware-friendly, offers memory and computational advantages, but it also suffers performance degradation as the result of limited representation capability. We address this issue by introducing cond...
Main Authors: | , |
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Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-04-01
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Series: | Electronics |
Subjects: | |
Online Access: | https://www.mdpi.com/2079-9292/10/8/886 |