Solskjaer and his men started the match impressively looking for the first goal in the early minute as Bruno Fernandes located Mason Greenwood with a brilliant pass, but he was unable to beat goalkeeper Alex.
The visitors then became strong five minutes later and they scored their goal in the 12th minute through Stuart Armstrong who benefited from a pass from Nathan Redmond.
United tried to restore parity almost immediately with Paul Pogba setting Anthony Martial up, but the Frenchman was unable to score.
England international Marcus Rashford eventually scored the equalizer for Manchester United in the 20th minute thanks to a superb pass from Anthony Martial.
Three minutes later, the Old Trafford landlords scored again through Anthony Martial who got a good pass from Bruno Fernandes.