Yep, theoretically, if mass could reach speed of light, its mass would become infinite. Well, if it could.

The reason why mass never can reach speed of light is that its mass is increasing if it becomes faster. The heavier it gets, the more energy you need to make it faster. So, if you want to make mass reach speed of light, you need an infinite energy.