samskalicky commented 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. 

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