A Dynamic Execution Neural Network Processor for Fine-Grained Mixed-Precision Model Training Based on Online Quantization Sensitivity Analysis

Author:

Liu Ruoyang1ORCID,Wei Chenhan1ORCID,Yang Yixiong2,Wang Wenxun1,Yuan Binbin3,Yang Huazhong1ORCID,Liu Yongpan1ORCID

Affiliation:

1. Department of Electronic Engineering, Tsinghua University, Beijing, China

2. Nvidia, Shanghai, China

3. Traffic Control Technology Company Ltd., Beijing, China

Funder

National Key Research and Development Program

Strategic Priority Research Program of Chinese Academy of Sciences

NSFC

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Reference40 articles.

1. Deep Residual Learning for Image Recognition

2. YOLOv3: An incremental improvement;Redmon;arXiv:1804.02767,2018

3. Language models are few-shot learners;Brown

4. High-Resolution Image Synthesis with Latent Diffusion Models

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