This release adds the implementation of proposed by the paper titled "Enhanced Partitioning of DNN Layers for Uploading from Mobile Devices to Edge Servers" published in EMDL (The 3rd International Workshop on Deep Learning for Mobile Systems and Applications) 2019.
This repo adds the following features:
- efficiency based partitioning algorithm to partition DNN model.
- more efficient server-side implementation
- caffe version upgraded to most recent version
- minor improvements for robustness and stability