pgaduit - is there a way to audit a role

Is there a way to audit a group like as follows

alter role db_rw set pgaudit.log = 'read,write,function,ddl'

and then any user part of db_rw role can be audited automatically. It does
not seem to work if I connect to the db as rakesh who is part of db_rw role.

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