abhinavgoel95/Pipeline-Parallel-MNN-Tree

Pipeline-Parallel-MNN-Tree

This repository contains the code for paper "Efficient Computer Vision on Edge Devices with Pipeline-Parallel Hierarchical Neural Networks" (ASPDAC 2022).

Usage

Dependencies

• Python3.7
• PyTorch(1.6.0)
• torchvision(0.2.0)
• ZeroMQ

Citation

Please cite this paper if it helps your research:

@inproceedings{goel2022efficient,
  title={Efficient Computer Vision on Edge Devices with Pipeline-Parallel Hierarchical Neural Networks},
  author={Abhinav Goel, Caleb Tung, Xiao Hu, George K. Thiruvathukal, James C. Davis, Yung-Hsiang Lu},
  booktitle={Proceedings of the Asia South Pacific Design Automation Conference, {ASP-DAC} 2022},
  year={2022}
}