Hi EcstaticBaldeagle77 ,

The comment says “Connecting ClearML with the current process, from here on everything is logged automatically.”

this comment means that every framework is now patched and will report to ClearML too, this can be configure (per task) with auto_connect_frameworks in your Task.init call (example can be found here - https://clear.ml/docs/latest/docs/faq#experiments )

Q2: Can I dump this logged keys & values as local files ? (edited)

Not sure what you mean here, but you can connect parameters and configuration files to your task with task.connect (parameters) and task.connect_configuration (configuration files) methods