asitstands commented on issue #11268: A binary RBM example
URL: https://github.com/apache/incubator-mxnet/pull/11268#issuecomment-408650170
 
 
   @yifeim It was my fault that the update was late. I forgot to push the 
update and went on a vacation :grin:. I pushed the ais implementation and some 
tweaks yesterday.
   
   I found that the gluon implementation is much slower than the module 
implementation. nvidia-smi reports about 60% of GPU utilization for the module 
implementation but only 35% for the gluon implementation. If I replace gluon's 
`DataLoader` with `NDArrayIter`, the gluon implementation's performance becomes 
comparable to the module implementation. I'm not sure that this performace 
issue is unavoidable with `DataLoader` or I have made some mistakes. Would you 
please check this performance issue?

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