btw: I'm assuming that args is not the ArgParser object, as the ArgParser is automatically "connected" ?

Ah interesting, that makes sense thanks

Hi HelplessCrocodile8
yes there is:
in the first case, the new_key will be automatically logged:
a_dict = {} a_dict = task.connect(a_dict) a_dict['new_key'] = 42In the second example changes to the "object" passed to connect are not tracked
make sense ?

No just a dictionary from the pipeline examples:
https://github.com/allegroai/clearml/blob/b010f775bdd72ba6729f5e1e569626692d7b18af/examples/pipeline/step3_train_model.py#L13-L17

👍