MrChengmo commented on issue #19949:
URL: 
https://github.com/apache/incubator-mxnet/issues/19949#issuecomment-785559171


   > Do you observe the Storage fallback also on single machine? Or does it 
only occur in the distributed setting?
   
   - Set `kv_store="local"` & `nn.Embedding(sparse_gard)`,  works well on 
single machine (distributed_traing=False), use command `python -u train.py `.
   - Set `kv_store="dist_async"` & `nn.Embedding(sparse_gard)`,  set 
`distributed_traing=True`, use command `bash local_cluster` to simulate 
distributed trainingļ¼Œ throw error


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