Is there a way to parallelize evaluate-fit-classifier?

that's the correct option!

This is a pipeline with different steps in a series, some paralellizable, others not. Unfortunately, one of the most time-consuming steps — fitting the classifier — is not parallelizable. So when you check top this step is most likely still running.

good luck!