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Add optional BatchNorm layers for the Unet architecture#7

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Steffen-Wolf wants to merge 1 commit intofunkelab:masterfrom
Steffen-Wolf:dev_batchnorm_unet
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Add optional BatchNorm layers for the Unet architecture#7
Steffen-Wolf wants to merge 1 commit intofunkelab:masterfrom
Steffen-Wolf:dev_batchnorm_unet

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@Steffen-Wolf
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I have added an optional batchnorm layer to the Unet architecture. By default, the BN layers are not added to be compatible with previous versions. Note this does not work for 4D Networks (because there is no
torch.nn.BatchNorm4d) and raises an appropriate error when used.

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