Features length and output

[AlexMetsai]

Greetings Mohammad and thanks for the useful diagram.

I wanted to clarify a few things regarding how LSTM handles operations with regard to different feature length / sequence length, and I came across this repo.

From your diagram (alone), it seems like the number of features affects the output dimension, while this, from my understanding, is depended only on the number of units.
You mention after all that the number of output units can be any number we desire.
Am I missing something? (regarding what the diagram shows)

Thanks,
Alex