Implementation of RNNs

[nikhil-garg]

I think the current framework does not support vanilla RNNs, LSTMs, GRUs.
These are really useful in time-series signal processing.
Is it possible to add conversion modules for the above as is already present for linear, CNN?

[coreylammie]

Hi @nikhil-garg,

Definitely. I have created three separate issues for (torch.nn.RNN and torch.nn.RNNCell), (torch.nn.LSTM and torch.nn.LSTMCell), and (torch.nn.GRU and torch.nn.GRUCell) modules in #92, #93, and #94, respectively.

Currently, #85 has the highest priority, i.e., the modeling of source and line resistances in passive crossbars, but once this functionality has been implemented, I can start work on implementing the above modules.

Kind Regards,

Corey.