From the options below, when should you set the return$\_$sequences parameter to True in an LSTM layer in Python?

$($Do not forget to consider all the information coming from an LSTM cell.$)$

When you want the output of the LSTM layer to be a one$-$dimensional sequence

When you want the output of the LSTM layer to be a single value

When you want the output of the LSTM layer to be a two$-$dimensional tensor

When you want the output of the LSTM layer to be a three$-$dimensional tensor