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[continuation of #186] Fully convolutional networks for 2D segmentation#200

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notoraptor wants to merge 95 commits intolisa-lab:masterfrom
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[continuation of #186] Fully convolutional networks for 2D segmentation#200
notoraptor wants to merge 95 commits intolisa-lab:masterfrom
notoraptor:work

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@notoraptor
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continuation of #186 .

Rebased and updated with a new commit.

Should work now, but maybe should I just run the 3 tutorial scripts with a small num_epochs (e.g. 60) to check if everything goes well till end. It just takes much time (at least 1 hour with num_epochs=60 for first tutorial [FCN 2D]).

@lamblin @nouiz

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lamblin commented Jun 15, 2018

Thanks a lot!
I've cherry-picked your changes and added them to the original PR, so if everything works, I'm going to close this one.

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