fix: activation for last layer of UNet2D #16
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Softmax was being applied by default to the output of the Last2D block, and the
softmax
argument in the forward method was unused.Fixed it to use the argument to append a softmax layer only when the argument is True.
Last2D expects wrong input channels, only works when conv depths are multiplied by 2 at each depth. Fixed it to work when this condition does not hold.