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: