LSTM Cell State/Hidden State Storage and Input

1

Hello all,

I have a fairly simple question. When calling the model with the input and hidden parameters, does the hidden state include the hidden state and cell state or just the hidden state. I am looking to run the network in a simulation and the hidden/cell states need to be stored until the training data is collected from the simulation. As of right now, I am storing the hidden state and I just wanted to check whether or not the cell state is stored along with that.

Thanks!

2

If something in this question is unclear, please let me know

3

Reading some of the documentation, I’m 90% sure that the cell state is stored along with the hidden state when passing it in to the network and at the output.

4

Okay I’m 99.99% sure that cell state is stored with hidden, so I think I’m good