The downpour is said to have occurred at about 1:30 pm in the Aburi area and the rocks fell from an area called Mile 19 on the mountain.
Motorists struggled to navigate the road that connects the Eastern Region to Accra.
Pulse.com.gh understands officials of the National Disaster Management Organisation has visited the site in a bid to clear the rocks.