Consensus-Layer-Pruning

Implementation details of our paper "Layer Pruning with Consensus: A Triple-Win Solution"

To execute

Install the requirements in the file requirements.txt
Run the main.py file
Note: We recommend a look into the main.py main function. It will guide you on how to personalize the Consensus criterion and run debug/complete tests.

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
layer_metrics		layer_metrics
netrep		netrep
pruned_models/ResNet56		pruned_models/ResNet56
LICENSE		LICENSE
README.md		README.md
ResNet56++.h5		ResNet56++.h5
ResNet56.json		ResNet56.json
main.py		main.py
rebuild_layers.py		rebuild_layers.py
requirements.txt		requirements.txt
template_architectures.py		template_architectures.py