Multiple inputs and outputs (for RNNs)

[spro]

Is there a way to represent multiple inputs and outputs for a single block? E.g. if I have a "input" and "prev_hidden" for a RNN module. The following is my best guess, but isn't right:

+RecurrentNeuralNetwork {
    in: Input
    prev_hidden: Input
    out: Output
    next_hidden: Output
    [in, prev_hidden] -> combine:Linear -> [out, next_hidden]
}

[in:Input, prev_hidden:Input] -> rnn1:RNN -> rnn2:RNN

[mlajtos]

So you wanted to create something similar to this?

But these kind of diagrams are better when they are sideways:

[spro]

Yes, exactly that.

[spro]

By the way, how do you change it to horizontal?

[mlajtos]

0.) git pull 1.) View -> Toggle Developer Tools 2.) localStorage.setItem(“layout”, “rows”); 3.) View -> Reload 1.)