szha commented on issue #7486: Quick question about LSTM parameters
URL: 
https://github.com/apache/incubator-mxnet/issues/7486#issuecomment-322618950
 
 
   No problem. And the reason that you see i2h_f_bias and h2h_f_bias being the 
same could be that they were initialized the same way. Since they are added 
together with the same weight 1, what ends up happening is that the gradients 
they received will always be the same.
 
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