A Hollywood hat is like a thinking cap except the reverse it's a phrase which advises the person to stop thinking or rather stop overthinking. The phrase is used to describe the mindset of viewers watching movies who complain about inaccuracies or fictitious statements or events such as falling 30 feet through the air and hitting the ground unharmed.
"That would not happen in real life"
"Put your hollywood hat on it's just a movie"