kohillyang edited a comment on issue #18543:
URL: 
https://github.com/apache/incubator-mxnet/issues/18543#issuecomment-692430203


   Is it possible to implement MXNET_BACKWARD_DO_MIRROR if bacthnorm is used? 
It seems that the parameters of BatchNorm and SyncBatchNorm are updated by 
themselves instead of the trainer(I'm not sure about this). So we may need some 
extra memory to store these old parameters. It is meaningful since we can 
assume the size of these parameters are small enough. However, it seems that in 
current implementation, updating of batchnorm parameters is disabled when 
MXNET_BACKWARD_DO_MIRROR  is set. 
   See 
<https://github.com/apache/incubator-mxnet/blob/beafba76395e75c093f99d20ac62e38f48e91012/src/operator/nn/cudnn/cudnn_batch_norm-inl.h#L131>.


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