Once Quantization-Aware Training: High Performance Extremely Low-bit Architecture Search
Author:
Affiliation:
1. Sensetime Research
2. University of Oxford
3. The University of Sydney
Funder
Australian Research Council
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9709627/9709628/09711104.pdf?arnumber=9711104
Reference41 articles.
1. Slimmable neural networks;yu,2018
2. Bignas: Scaling up neural architecture search with big single-stage models;yu,2020
3. Efficientnet: Rethinking model scaling for convolutional neural networks;tan,2019
4. Robust quantization: One model to rule them all;shkolnik,2020
5. Searching for Accurate Binary Neural Architectures
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