Gil, A very cool project. Regarding the cloned region, I think this one is actually pretty important. Weight sharing is more common than not in convolutional nets, and having an explicit class that looks more like this strategy will make it easier and more accessible for other researchers to work with. If your implementation looks enough like weight sharing, then perhaps it should be called 'shared weight region' to make it obvious CLA is paying attention to and participating in mainstream research. If, on the other hand, it doesn't end up looking at all like weight sharing then Subutai is probably right in that it can wait.
Ian
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