Techically speaking, yes! The faster the HR, the lesser the stroke volume (volume of blood pumped out from your heart to other vital organs like lungs, kidneys ......etc). Hence, it will effect your total cardiac output (volume of blood pumped by the heart measured by per minute) as well. Becasue less blood going through your lungs to get oxygenated, you will also feel tiring more easily.