In Torch7, Dropout in the RNN library, https://github.com/Element-Research/rnn/blob/master/Dropout.lua 91, allows a sequence to have the same dropout mask for different time step for consistent masking.
I wonder if there would be an elegant way to use the same dropout mask on sequences for RNNs, or it would be better to implement a module.
(Dropout option in the current RNN module just regard the entire sequence output as a single output. Right?)
Thanks!