2019-04-15, still happening to me in Chrome. Found that changing position: fixed to absolute fixed it:
.popup
{
position: absolute; <-- just like that
top: 50%;
left: 50%;
transform: translate(-50%, -50%);
}
Using absolute may or may not suit your particular case, just my 2 cents.