Did the Egyptians crossed the red sea without drowning?

Of course they drowned. It even says it in The Bible. ( Exodus 14:15-31 )

The water flowed back and covered the chariots and horsemen - the entire army of Pharaoh that had followed the Israelites into the sea. Not one of them survived.

Exodus 14:28