samskalicky edited a comment on issue #13976: Problem of exporting FP16 SyncBN 
model.
URL: 
https://github.com/apache/incubator-mxnet/issues/13976#issuecomment-458280830
 
 
   Hi @Fiend1213 
   
   The current implementation of Synchronized Batch Normalization (SyncBN) does 
not support FP16 training. Since you're use-case is just for inference, SyncBN 
has exactly the same behavior as BN during inference. Therefore, just replace 
SyncBN with regular nn.BatchNorm to resolve your problem. 
   
   Please reply if this resolves your issue.

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