If there was no other context, only the past simple would be possible and the author would have made a mistake. As the sentence finishes after the past perfect clause, I suspect a mistake.
This would work, for example:
"Having started off in mist-like fashion, the drizzle had moved up a gear by the time he left home to go to work."