Agree with Sharier. It's a fuel delivery issue when the saw is horizontal. You have to empty the fuel tank and see what's up with the fuel line and fuel filter.
Please keep us posted. There are a few very remote issues that could also be causing this, but it's a 90 percent probability that it's a fuel deliver issue starting from inside the fuel tank.