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Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee
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Additional Material Create Jun 12, 2018 Initial commit Oct 31, 2017 Update Jun 19, 2018

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 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:

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