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Layers should allow more options than just 'batch norm' and 'group norm' (instance norm?) #280
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I find the variable name |
To my understanding, Instance Normalization is a special case of Group Normalization when group_size is equal to 1. So one can already use Instance Normalization in the current setting. On this line, maybe the class InstanceNormLayer in niftynet.layer.bn could be removed or at least marked as deprecated. I agree the flags could be made more clear though. |
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Layers have a
with_bn
option that is over-ridden for group normalization by having a positive group size. Instead of this flag, we should have abn_type
string that determines which type of normalization to apply.The text was updated successfully, but these errors were encountered: