I usually end up doing one or two brief stretches when I stop for a break during my ride, after I've warmed up, and a few more at the car when the ride's over. I always intend to do a thorough stretch when I get home, but I've found a good warm shower loosens the muscles up just as well (and leaves me too sleepy to stretch anyway).