szha commented on issue #18662:
URL: 
https://github.com/apache/incubator-mxnet/issues/18662#issuecomment-655628544


   on 1.
   > I tried with 5 GPUs and reduced the batch size to 200
   
   due to the hardware and programming model design in CUDA, it's a good idea 
to always use a multiple of 32 in batch size.
   
   3. looks like an integration and compatibility issue.


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