Skip to content
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee
Branch: master
Clone or download
Latest commit 1ecdf62 Jun 19, 2018
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
Additional Material Create README.md Jun 12, 2018
GeneralSoftmaxModel.py Initial commit Oct 31, 2017
NetTrimSolver.py
README.md Update README.md Jun 19, 2018
main.py

README.md

Net-Trim (first version)

This page contains the first version of Net-Trim, which addresses the regularized form of the Net-Trim convex program discussed in the NIPS (2017) paper.

See main.py for an example of network training followed by a pruning. The Additional Material folder contains the NIPS paper, presentation and supplementary files.

New Version with Manual Available

Starting June 20th, 2018, a new version of Net-Trim addressing the original constrained form of the convex program is available. The code, along with a comprehensive manual and the new version of the paper are available at the following links:

You can’t perform that action at this time.