Yes, I'll install Ubuntu and try your code under Linux. The only library I found to stably work under Windows is Matlab parallel computing toolbox: there is an example of a classical CNN but I guess it is not flexible enough to build something similar to u-net. Also I do not know how efficient it is and would prefer to start with a library with large community.
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