It Took A While
Thankfully for the escapees, Alcatraz was deteriorating rather quickly. They would work for about four hours every day, digging away at the hole.
The salt water that flowed through the pipes would leak and make the walls easily crumble-able. The men removed the vents from their cells and used the picks to make the holes larger.