It looks like Johnny Depp and Amber Heard are doing more than just dating. The "Rum Diary" stars reportedly looking for a house in the United Kingdom together as the actor shoots his latest film, "Into the Woods."

According to ZeeNews, Deep and Heard having been reportedly eyeing several "palatial pads" to temporarily call home as "The Lone Ranger" star shoots the Disney musical.

Apparently the 50-year-old actor was looking to rent a home in Surrey which previously housed celebrity residents including Brad Pitt and Angelina Jolie however, it was reported that the deal fell through.

A source said, "He's keen on the Home Counties (around London) and has his heart set on a ranch."

In his latest film Depp is set to star alongside Oscar Award winning actress, Meryl Streep, "Star Trek" star Chris Pine, plus James Corden and Emily Blunt.

The movie is based on the Broadway musical of the same name and will feature the plot of a witch who conspires to teach important lessons to various characters of popular children's stories including "Little Red Riding Hood," "Cinderella," "Jack and the Beanstalk," and "Rapunzel," according to the International Movie Database.

The actor recently admitted that he was considering retirement and said, "At a certain point, you start thinking, and when you add up the amount of dialogue that you say per year, for example, and you realize that you've said written words more than you've actually had a chance to say your own words, you start thinking of that as a kind of insane option for a human being."

Depp confessed, "I can't say that I'd want to be doing this for another 10 years."

"I think while I've got the opportunity and the desire and the creative spark to do the things that I can do right now, I should do them."

"And then, at a certain point, just take it down to the bare minimum and concentrate on, I guess, living life. Really living life."

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