Vohra expressed "deep sadness over the most unfortunate fire incident", an official spokesman said.
"He hoped that well-planned work will commence very early to restore this revered and historical shrine to its pristine glory," the spokesman said.
The Governor also met the custodian of the shrine and expressed relief that the relics, housed inside the shrine, are safe.