Quantization and Deployment Study of Classification Models for Embedded Platforms

Author:

Huang Zihan1,Jin Jin1,Zhang Chaolong1,Xu Zhijie2,Xu Yuanping1,Kong Chao1,Wen Qin3,Tang Dan1

Affiliation:

1. School of Software Engineering, Chengdu University of Information Technology,Chengdu,China

2. School of Computing & Engineering, University of Hudderseld,Queensgate, Hudderseld,UK

3. College of artificial intelligence, Neijiang Normal University

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference21 articles.

1. Deep Learning With TensorFlow: A Review

2. Dynamic graph convolutional networks

3. Onnx: Open neural network exchange[J];bai;Github Repository,2019

4. Pytorch: An imperative style, high-performance deep learning library[J];paszke;Advances in neural information processing systems,2019

5. SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks

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