szhengac commented on issue #16930: Plug and Play fit_batch() for the estimator 
class
URL: 
https://github.com/apache/incubator-mxnet/issues/16930#issuecomment-559374918
 
 
   Why don't we just pack the input and unpack it when we feed it into the 
model? The order of input will be determined by the user, i.e, how they 
construct the dataloader. The RNN model specific input `begin_state` will 
always serve as a keyword argument.

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