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VisualComputingInstitute / Beacon8

A Torch-inspired library for high-level deep learning with Theano.
MIT License
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[WIP] Overfeat layers #13

Open ikostrikov opened 9 years ago

ikostrikov commented 9 years ago

I added OverfeatRoll and OverfeatUnroll that perform the efficiency trick from http://arxiv.org/abs/1312.6229 . I demonstrate a usage of these layers on a semantic segmentation example.

Also I added DuringTesting and DuringTraining layers that allow certain layers to be called only during testing and training correspondingly.

Also this commit contains some minor fixes like a removal on an extra line, etc.

lucasb-eyer commented 9 years ago

I reviewed it, see if you agree with my comments inline.

ikostrikov commented 9 years ago

I agree with your comments. Also I found some other minor mistakes. I will fix them and commit changes tomorrow evening.