Ben Affleck and Ana de Armas wear matching face masks as they walk their dog

Ben Affleck and Ana de Armas wear matching face masks on early morning outing before actor takes son Samuel on a bike ride

Ben Affleck and girlfriend Ana de Armas have been spending a lot of time together since Los Angeles went into lockdown. 

And while their new relationship may be moving super fast, the couple looked as close as ever on Friday as they walked their dogs in Santa Monica.

Ben, 47, and Ana, 31, were dressed casually and wore face masks as they held hands while strolling around one of the business districts.  

Out and about: Ben Affleck and girlfriend Ana de Armas walked their dogs in Santa Monica on Friday and looked very much in love as they held hands 

Amid the coronavirus pandemic that has most people under lockdown, and following orders to stay home as much as possible, the couple seem to be thriving. 

Ben wore a black sweater with grey sleeves along with some grey jeans while Ana donned a dark sweater and black skinny jeans.

They both donned baseball caps to complete their off-duty looks. 

Later in the day the Argo star met up with his son Samuel, eight, and headed out on a bike ride with the boy. 

Taking precautions: The couple wore colorful patterned masks as now required in LA County for anyone visiting stores and public places

Taking precautions: The couple wore colorful patterned masks as now required in LA County for anyone visiting stores and public places

Break from quarantine: Ben and Ana browsed some empty store windows on the leisurely stroll to get coffee

Break from quarantine: Ben and Ana browsed some empty store windows on the leisurely stroll to get coffee

Ben, clad in a leather jacket and helmet, hopped on his electric motorbike for a slow ride while Samuel rode his bicycle along with him. 

At one point the Gone Girl actor showed off to his youngest kiss as he stood up his motorbike while riding over some humps in the road. 

Meanwhile, Ben and Ana are currently quarantining together at Ben’s home in Pacific Palisades.

Family time: Later in the day Ben went for a ride on his electric motorbike with Samuel riding his bicycle close behind him

Family time: Later in the day Ben went for a ride on his electric motorbike with Samuel riding his bicycle close behind him

Action packed: At one point the Gone Girl actor showed off to his youngest kiss as he stood up his motorbike while riding over some humps in the road

Action packed: At one point the Gone Girl actor showed off to his youngest kiss as he stood up his motorbike while riding over some humps in the road

Safety first: Father and son wore helmets for the slow ride through the neighborhood

Safety first: Father and son wore helmets for the slow ride through the neighborhood

A source told PEOPLE: ‘They order delivery food and groceries and only leave the house for walks around the neighborhood with their dogs. Ben looks incredibly happy. They are flirty and goofy,’ 

The couple met on the set of their thriller Deep Water last year and went public with their relationship last month after a romantic trip to Ana’s native Cuba and Costa Rica.

A source previously told the magazine that they had an ‘instant connection’ while filming the movie.

‘They had great chemistry right from the start,’ the source said of Affleck and de Armas, who play a couple in the movie from Fatal Attraction director Adrian Lyne.

‘Ben always seemed very relaxed and happy around Ana, but at the time there were no signs of romance. He was very focused on making a fantastic movie.’

Hollywood star: The actor looked ruggedly handsome in his leather jacket as he chatted to a bystander

Hollywood star: The actor looked ruggedly handsome in his leather jacket as he chatted to a bystander

Hollywood star: The actor looked ruggedly handsome in his leather jacket as he chatted to a bystander