You better do so before deploying again, because the roll forward will break since the resource already exists.
This a major pitfall when using DeletionPolicy=Retain with named resources. It breaks seamless rollbacks/rollforwards. If you rollback, in order to deploy again you need to either delete the named resources with DeletionPolicy=retain that were rolled back, or update your template to rename them all. It is such a huge pain.