soumith / net2net.torch Goto Github PK
View Code? Open in Web Editor NEWImplementation of http://arxiv.org/abs/1511.05641 that lets one build a larger net starting from a smaller one.
Implementation of http://arxiv.org/abs/1511.05641 that lets one build a larger net starting from a smaller one.
Hi,
I tried using net2net to expand a simple linear model. However, I've found the gradients to vanish at the point of expansion, causing the model to cease learning. Any ideas?
Hi,
When you replicate the randomly chosen units, it seems that you don't add noise to break symmetry after the replication? If so, I think this may lead to not actually increasing the network capacity.
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