Hyperparameter tuning?

[christianjans]

This will depend on if we have enough time to actually tune the hyperparameters.

We can evaluate this once we know exactly how much data we will train on and how long it takes.

We can use a library like Optuna.

[TomikoRogalat]

It's a good idea to use a library like Optuna to tune the hyperparameters, but it depends on the amount of data and time available to train the model.

[christianjans]

Hi @TomikoRogalat, yes definitely. Thanks for your input.

[christianjans]

We were unable to get to hyperparameter tuning as there was not enough time and the models take too long to fully train (more than one week for 5 epochs). Therefore, we decided not to implement hyperparameter tuning. Note that this does not affect any of the functional requirements as hyperparameter tuning was not a functional requirement.